diff --git "a/data/ranbench/ranintent-v1/RQ4/c21_contradictory/test.jsonl" "b/data/ranbench/ranintent-v1/RQ4/c21_contradictory/test.jsonl"
new file mode 100644--- /dev/null
+++ "b/data/ranbench/ranintent-v1/RQ4/c21_contradictory/test.jsonl"
@@ -0,0 +1,300 @@
+{"case_id": "ranintent_v1_test_0000", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Trouble Ticket: Configure an end-to-end latency threshold of 10 ms for sensor and meter reporting data on cells where boundary user throughput is minimal.", "telemetry": "KPM telemetry snapshot at 2026-10-03T18:36:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,hospital_zone,E2_KPM,25.0,482.2,25.4,13.31\ncell-107,hospital_zone,O1_PM,24.0,383.0,19.4,31.79\ncell-204,north_cluster,O1_PM,54.3,51.1,33.9,11.63\ncell-204,north_cluster,E2_KPM,80.3,309.6,49.6,14.74\ncell-213,stadium,E2_KPM,54.5,622.8,44.2,32.61\ncell-213,stadium,O1_PM,20.5,99.9,19.2,8.14\ncell-225,stadium,E2_KPM,81.8,582.0,57.6,4.13\ncell-225,stadium,O1_PM,73.0,347.2,50.3,30.58\ncell-276,south_cluster,E2_KPM,51.8,573.8,38.4,5.27\ncell-276,south_cluster,O1_PM,42.5,250.0,28.0,23.80\ncell-285,stadium,O1_PM,52.4,276.3,41.2,0.21\ncell-285,stadium,E2_KPM,22.2,422.8,17.1,28.44\ncell-322,hospital_zone,O1_PM,20.5,52.9,22.7,20.96\ncell-322,hospital_zone,E2_KPM,71.8,158.0,52.2,32.15\ncell-438,north_cluster,E2_KPM,58.6,378.5,43.6,19.38\ncell-438,north_cluster,O1_PM,16.8,41.9,19.0,15.31\ncell-449,south_cluster,E2_KPM,59.6,296.8,39.9,33.90\ncell-449,south_cluster,O1_PM,53.8,146.6,44.2,5.24\ncell-484,hospital_zone,O1_PM,52.1,194.5,32.7,22.24\ncell-484,hospital_zone,E2_KPM,35.1,311.4,34.2,11.61\ncell-498,north_cluster,O1_PM,32.0,98.7,26.8,7.13\ncell-498,north_cluster,E2_KPM,83.4,49.6,55.2,17.61\ncell-527,hospital_zone,O1_PM,27.1,600.7,29.9,31.12\ncell-527,hospital_zone,E2_KPM,25.8,69.5,29.8,0.71\ncell-553,south_cluster,E2_KPM,77.4,622.0,48.8,16.68\ncell-553,south_cluster,O1_PM,83.4,648.8,59.2,9.96\ncell-591,north_cluster,E2_KPM,47.0,274.0,38.8,13.78\ncell-591,north_cluster,O1_PM,77.3,70.3,47.8,15.58\ncell-633,stadium,E2_KPM,21.6,336.8,21.0,10.55\ncell-633,stadium,O1_PM,30.5,61.6,27.5,6.03\ncell-734,south_cluster,E2_KPM,51.5,144.7,34.5,17.81\ncell-734,south_cluster,O1_PM,37.4,292.7,26.3,15.69\ncell-775,stadium,O1_PM,79.8,423.0,51.2,32.13\ncell-775,stadium,E2_KPM,36.8,305.2,33.9,32.33\ncell-859,north_cluster,O1_PM,59.3,228.8,37.6,4.30\ncell-859,north_cluster,E2_KPM,46.3,528.1,34.3,19.96\ncell-867,south_cluster,O1_PM,70.4,67.6,48.9,19.69\ncell-867,south_cluster,E2_KPM,92.8,129.8,57.0,11.00\ncell-868,hospital_zone,O1_PM,33.0,89.5,24.2,25.63\ncell-868,hospital_zone,E2_KPM,64.4,247.8,40.6,31.85\ncell-901,hospital_zone,E2_KPM,56.9,224.2,36.0,5.16\ncell-901,hospital_zone,O1_PM,26.8,196.4,20.4,6.84\n", "truth": {"action": "set_latency_target", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "10", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f5d5a56460b9519a0c5f8c7117bde4965610f7feda5725078a463d9f62154b7b", "telemetry_sha256": "4d25852dcf64ea1dc993d9e144c349187de8ade3626b9985eb4679962e9da6eb", "tokens_cl100k": {"telemetry": 1154, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-867", "edge_ue_thr_mbps": "cell-527"}, "decoy_cell": "cell-285", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0001", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics ops: please guarantee at least twenty percent of physical transmission blocks for our automated machinery feedback loops on cells where boundary user throughput is poorest until this incident ends.", "telemetry": "KPM telemetry snapshot at 2026-10-14T20:29:57Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-136,hospital_zone,O1_PM,60.1,615.4,38.7,33.39\ncell-136,hospital_zone,E2_KPM,20.9,247.7,20.7,12.24\ncell-148,hospital_zone,O1_PM,53.1,250.1,41.7,11.69\ncell-148,hospital_zone,E2_KPM,70.1,535.5,47.2,19.92\ncell-195,hospital_zone,O1_PM,56.3,63.9,37.8,3.66\ncell-195,hospital_zone,E2_KPM,76.6,334.7,49.6,28.57\ncell-200,south_cluster,O1_PM,16.9,55.3,19.4,29.59\ncell-200,south_cluster,E2_KPM,57.1,641.0,36.9,24.33\ncell-237,north_cluster,E2_KPM,64.9,648.3,41.3,29.16\ncell-237,north_cluster,O1_PM,70.3,237.7,47.5,32.94\ncell-323,south_cluster,E2_KPM,87.2,98.9,56.6,27.78\ncell-323,south_cluster,O1_PM,25.7,92.5,25.6,30.80\ncell-354,north_cluster,E2_KPM,18.1,412.6,23.3,13.36\ncell-354,north_cluster,O1_PM,19.9,294.8,20.1,4.88\ncell-414,stadium,E2_KPM,51.8,50.1,36.5,5.73\ncell-414,stadium,O1_PM,32.7,480.6,32.4,0.21\ncell-435,south_cluster,O1_PM,61.2,405.5,48.0,25.94\ncell-435,south_cluster,E2_KPM,53.9,574.5,44.8,34.84\ncell-444,south_cluster,E2_KPM,27.8,344.8,23.4,31.37\ncell-444,south_cluster,O1_PM,77.0,184.8,49.2,3.68\ncell-554,stadium,E2_KPM,23.9,306.5,23.4,28.95\ncell-554,stadium,O1_PM,22.0,579.5,26.4,10.76\ncell-627,north_cluster,O1_PM,47.8,584.5,31.0,11.93\ncell-627,north_cluster,E2_KPM,61.5,448.0,37.0,11.54\ncell-656,stadium,E2_KPM,18.2,392.4,23.5,11.75\ncell-656,stadium,O1_PM,20.1,265.8,26.1,13.20\ncell-676,hospital_zone,E2_KPM,68.3,605.1,41.0,16.05\ncell-676,hospital_zone,O1_PM,75.1,506.9,54.7,11.73\ncell-747,stadium,O1_PM,33.4,470.3,29.7,31.76\ncell-747,stadium,E2_KPM,32.4,43.9,24.5,27.67\ncell-758,stadium,O1_PM,38.4,345.7,31.6,7.12\ncell-758,stadium,E2_KPM,39.3,269.4,35.9,33.61\ncell-784,hospital_zone,E2_KPM,62.2,199.9,45.7,27.81\ncell-784,hospital_zone,O1_PM,39.0,245.1,36.6,5.79\ncell-801,hospital_zone,O1_PM,21.1,614.7,20.6,3.71\ncell-801,hospital_zone,E2_KPM,63.6,209.9,39.1,0.60\ncell-891,north_cluster,E2_KPM,41.6,363.9,36.3,28.60\ncell-891,north_cluster,O1_PM,28.1,378.7,29.3,23.35\ncell-907,south_cluster,E2_KPM,62.6,594.5,40.0,34.16\ncell-907,south_cluster,O1_PM,71.7,345.1,43.5,6.40\ncell-970,north_cluster,O1_PM,51.3,397.8,41.1,29.95\ncell-970,north_cluster,E2_KPM,45.9,495.6,30.6,12.43\n", "truth": {"action": "guarantee_share", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "20", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d37e15bc3b3e5f641744839cc02a81038b8fa62bc6e61c4c3a56889ef435720f", "telemetry_sha256": "3de574c604efcaa1f3d7e8ce2b4a02df18876c8311687367e217f25420ccac45", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-323", "edge_ue_thr_mbps": "cell-801"}, "decoy_cell": "cell-414", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0002", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Pursuant to operating policy, the network provider shall void prior modifications and restore standard default profile for unclassified best-effort user data throughout the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-27T20:43:40Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,O1_PM,29.5,467.6,24.6,16.84\ncell-109,south_cluster,E2_KPM,30.6,144.2,29.3,10.03\ncell-116,north_cluster,E2_KPM,65.2,616.6,50.2,5.89\ncell-116,north_cluster,O1_PM,58.1,551.0,35.8,25.13\ncell-170,stadium,O1_PM,53.4,281.4,41.0,15.46\ncell-170,stadium,E2_KPM,25.5,114.4,22.0,12.39\ncell-298,stadium,O1_PM,67.9,407.8,40.0,17.25\ncell-298,stadium,E2_KPM,73.9,432.5,46.3,29.73\ncell-359,north_cluster,O1_PM,27.5,284.5,21.5,17.48\ncell-359,north_cluster,E2_KPM,41.6,185.6,32.5,22.87\ncell-393,stadium,O1_PM,60.9,203.3,37.2,12.75\ncell-393,stadium,E2_KPM,64.6,389.4,44.2,20.60\ncell-436,hospital_zone,E2_KPM,90.1,379.8,51.8,13.38\ncell-436,hospital_zone,O1_PM,33.1,96.1,24.0,18.90\ncell-455,stadium,E2_KPM,69.6,338.2,43.0,13.97\ncell-455,stadium,O1_PM,51.1,170.6,39.2,5.74\ncell-529,hospital_zone,O1_PM,49.3,363.5,31.4,26.84\ncell-529,hospital_zone,E2_KPM,69.5,497.0,45.4,32.84\ncell-626,north_cluster,O1_PM,16.2,257.8,17.1,10.54\ncell-626,north_cluster,E2_KPM,75.1,66.2,54.4,9.35\ncell-644,stadium,O1_PM,56.8,94.5,41.9,29.35\ncell-644,stadium,E2_KPM,46.3,637.5,34.5,30.77\ncell-710,hospital_zone,O1_PM,68.9,217.4,44.2,26.66\ncell-710,hospital_zone,E2_KPM,39.9,108.3,31.9,32.58\ncell-746,hospital_zone,E2_KPM,32.9,627.0,27.4,20.14\ncell-746,hospital_zone,O1_PM,32.2,257.8,33.0,27.14\ncell-811,south_cluster,E2_KPM,21.8,396.1,28.8,10.04\ncell-811,south_cluster,O1_PM,78.8,296.5,52.2,9.30\ncell-812,south_cluster,E2_KPM,65.7,76.5,47.5,25.13\ncell-812,south_cluster,O1_PM,51.6,546.2,34.6,24.42\ncell-823,south_cluster,E2_KPM,28.0,171.1,25.1,28.77\ncell-823,south_cluster,O1_PM,68.7,173.4,51.3,28.87\ncell-906,hospital_zone,O1_PM,27.1,428.0,22.9,31.00\ncell-906,hospital_zone,E2_KPM,53.5,423.3,35.2,28.38\ncell-926,north_cluster,O1_PM,64.0,92.4,44.9,14.67\ncell-926,north_cluster,E2_KPM,17.4,578.0,26.2,24.05\ncell-932,south_cluster,O1_PM,60.1,151.6,42.6,34.72\ncell-932,south_cluster,E2_KPM,35.5,627.9,35.1,1.09\ncell-935,north_cluster,O1_PM,41.9,502.8,28.2,29.16\ncell-935,north_cluster,E2_KPM,28.2,122.3,29.9,9.99\ncell-942,north_cluster,E2_KPM,74.0,648.8,44.5,13.92\ncell-942,north_cluster,O1_PM,49.4,154.5,39.3,20.98\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9e2116d078ce6aa8efefe329ad66218770c071f4ec8a6d79a1c529745b141861", "telemetry_sha256": "0a76fd8577a431328b2cb43cbd857d573fd9e6e0c3934d579a5e76b2f9fec886", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-436", "edge_ue_thr_mbps": "cell-932"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0003", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Constrain compute execution for first-responder tactical voice to remain within the metro edge data hub on base stations where peripheral users experience poorest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-18T10:57:34Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-104,north_cluster,O1_PM,36.9,329.9,28.4,33.11\ncell-104,north_cluster,E2_KPM,49.8,463.1,37.6,32.11\ncell-149,stadium,O1_PM,56.9,270.5,40.5,11.67\ncell-149,stadium,E2_KPM,43.7,444.6,31.4,22.08\ncell-279,north_cluster,E2_KPM,69.9,364.4,43.3,19.62\ncell-279,north_cluster,O1_PM,74.1,406.7,44.4,10.94\ncell-310,north_cluster,O1_PM,46.5,610.5,39.6,21.13\ncell-310,north_cluster,E2_KPM,66.4,609.6,50.0,5.68\ncell-363,south_cluster,E2_KPM,63.6,143.6,45.0,14.74\ncell-363,south_cluster,O1_PM,30.4,278.1,25.7,11.85\ncell-420,stadium,O1_PM,38.5,89.7,30.7,13.62\ncell-420,stadium,E2_KPM,49.1,416.6,39.7,33.83\ncell-483,hospital_zone,E2_KPM,72.1,517.0,47.0,5.12\ncell-483,hospital_zone,O1_PM,81.5,644.7,47.4,13.05\ncell-492,north_cluster,O1_PM,30.4,414.1,23.3,28.26\ncell-492,north_cluster,E2_KPM,19.6,277.8,19.4,17.35\ncell-525,hospital_zone,O1_PM,24.9,108.9,21.3,25.14\ncell-525,hospital_zone,E2_KPM,95.9,302.1,56.4,14.78\ncell-541,stadium,O1_PM,52.9,509.7,36.9,26.51\ncell-541,stadium,E2_KPM,74.7,312.0,50.7,25.47\ncell-563,stadium,E2_KPM,34.1,596.0,33.0,24.29\ncell-563,stadium,O1_PM,17.9,181.6,18.7,14.03\ncell-612,hospital_zone,O1_PM,81.5,89.0,54.9,24.01\ncell-612,hospital_zone,E2_KPM,35.7,318.5,34.1,7.94\ncell-666,hospital_zone,O1_PM,81.8,269.7,49.2,27.94\ncell-666,hospital_zone,E2_KPM,31.2,255.1,31.6,16.69\ncell-719,stadium,E2_KPM,44.3,181.0,34.2,15.21\ncell-719,stadium,O1_PM,15.4,554.1,17.2,31.40\ncell-792,hospital_zone,O1_PM,49.2,442.5,35.7,16.50\ncell-792,hospital_zone,E2_KPM,57.5,443.7,39.7,19.14\ncell-847,stadium,E2_KPM,66.6,239.3,41.5,29.64\ncell-847,stadium,O1_PM,30.0,646.9,27.9,26.44\ncell-876,south_cluster,O1_PM,37.3,64.9,24.7,9.93\ncell-876,south_cluster,E2_KPM,41.7,227.8,28.2,30.54\ncell-905,north_cluster,O1_PM,46.6,49.3,36.5,30.20\ncell-905,north_cluster,E2_KPM,19.5,348.1,18.1,1.56\ncell-935,south_cluster,O1_PM,51.9,465.9,42.7,20.59\ncell-935,south_cluster,E2_KPM,40.4,507.5,31.2,11.79\ncell-943,south_cluster,E2_KPM,15.7,51.9,17.2,21.66\ncell-943,south_cluster,O1_PM,73.9,510.7,50.0,31.62\ncell-952,south_cluster,E2_KPM,49.3,405.7,37.1,14.76\ncell-952,south_cluster,O1_PM,44.7,359.3,37.7,27.70\n", "truth": {"action": "restrict_edge", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "da8a90050d9bf2de12c877e6b7ab75dd083e05c29aa9769f4ac7ca7321f3116e", "telemetry_sha256": "aa67e3793eeafba113f31126414f769de4e27a5c2bfd0456121049bd66b594fb", "tokens_cl100k": {"telemetry": 1152, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-525", "edge_ue_thr_mbps": "cell-905"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0004", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, set interactive XR and cloud gaming streams to high priority in the hospital zone for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-18T13:29:38Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,north_cluster,O1_PM,76.7,365.8,53.3,13.09\ncell-116,north_cluster,E2_KPM,32.4,218.9,24.1,30.28\ncell-198,north_cluster,O1_PM,80.5,379.8,53.2,11.07\ncell-198,north_cluster,E2_KPM,21.9,592.9,22.9,21.10\ncell-222,north_cluster,E2_KPM,15.6,124.6,17.6,22.22\ncell-222,north_cluster,O1_PM,61.6,101.7,39.0,33.28\ncell-225,hospital_zone,O1_PM,42.2,119.8,32.7,18.08\ncell-225,hospital_zone,E2_KPM,34.9,354.3,30.8,26.92\ncell-257,stadium,O1_PM,33.9,460.4,31.5,7.31\ncell-257,stadium,E2_KPM,90.1,612.1,60.6,34.89\ncell-290,hospital_zone,E2_KPM,66.1,488.8,47.4,31.93\ncell-290,hospital_zone,O1_PM,59.5,484.1,38.7,33.24\ncell-331,south_cluster,E2_KPM,16.7,502.0,24.6,34.51\ncell-331,south_cluster,O1_PM,81.8,204.6,48.0,33.39\ncell-345,south_cluster,E2_KPM,31.8,40.5,33.5,13.31\ncell-345,south_cluster,O1_PM,63.8,380.8,41.4,23.96\ncell-361,hospital_zone,O1_PM,92.3,581.1,44.2,6.42\ncell-361,hospital_zone,E2_KPM,20.7,599.1,17.8,11.24\ncell-408,hospital_zone,O1_PM,71.1,364.2,46.7,30.65\ncell-408,hospital_zone,E2_KPM,59.7,642.1,38.6,9.98\ncell-490,stadium,E2_KPM,17.3,609.5,15.0,4.56\ncell-490,stadium,O1_PM,63.0,78.4,47.6,18.96\ncell-542,stadium,O1_PM,34.0,481.5,27.2,8.68\ncell-542,stadium,E2_KPM,38.6,506.9,36.6,13.67\ncell-592,stadium,E2_KPM,47.8,484.1,32.3,17.92\ncell-592,stadium,O1_PM,74.8,170.5,50.3,28.75\ncell-649,north_cluster,O1_PM,58.9,194.8,39.8,31.51\ncell-649,north_cluster,E2_KPM,27.0,595.0,22.0,10.72\ncell-650,north_cluster,E2_KPM,68.5,585.4,42.6,1.47\ncell-650,north_cluster,O1_PM,30.6,410.3,29.8,12.56\ncell-722,stadium,O1_PM,53.6,150.0,42.2,18.01\ncell-722,stadium,E2_KPM,46.7,518.5,37.4,15.95\ncell-831,north_cluster,E2_KPM,76.2,506.1,52.9,13.06\ncell-831,north_cluster,O1_PM,26.3,555.8,29.5,28.59\ncell-850,south_cluster,E2_KPM,75.3,192.7,47.3,7.55\ncell-850,south_cluster,O1_PM,64.6,629.2,40.4,27.52\ncell-880,south_cluster,E2_KPM,21.1,344.5,24.1,22.99\ncell-880,south_cluster,O1_PM,44.5,482.5,38.7,13.60\ncell-917,hospital_zone,O1_PM,36.3,311.9,26.1,27.70\ncell-917,hospital_zone,E2_KPM,67.8,51.6,51.2,27.13\ncell-920,south_cluster,E2_KPM,21.2,161.9,27.4,12.70\ncell-920,south_cluster,O1_PM,22.8,432.9,20.2,7.54\n", "truth": {"action": "prioritise", "class": "xr_gaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3c827f84e6870975988c2efd214dc9c3a2125ded4c564d38886156efd49cf959", "telemetry_sha256": "001c23291bae46ab2fb740f5349d157bb6dc211c51d5d066766fe8192f58aa21", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-257", "edge_ue_thr_mbps": "cell-650"}, "decoy_cell": "cell-361"}}
+{"case_id": "ranintent_v1_test_0005", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Dear Network Team, Axis Robotics asks that you degrade scheduling precedence for automated machine feedback communications to low priority on base stations where peripheral users endure lowest data throughput. Please maintain this condition until further instructions.", "telemetry": "KPM telemetry snapshot at 2026-10-26T15:31:55Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-204,stadium,O1_PM,38.2,49.0,28.8,6.02\ncell-204,stadium,E2_KPM,26.8,382.6,22.1,17.46\ncell-216,south_cluster,O1_PM,82.2,411.8,56.8,9.60\ncell-216,south_cluster,E2_KPM,25.1,294.2,18.7,28.26\ncell-234,hospital_zone,O1_PM,66.8,491.6,48.9,25.01\ncell-234,hospital_zone,E2_KPM,26.2,74.8,19.2,17.36\ncell-270,south_cluster,E2_KPM,58.2,575.2,43.8,6.28\ncell-270,south_cluster,O1_PM,77.9,582.8,53.0,33.99\ncell-398,hospital_zone,E2_KPM,56.2,513.3,35.4,5.06\ncell-398,hospital_zone,O1_PM,54.2,282.9,34.4,5.10\ncell-422,stadium,E2_KPM,19.4,56.3,25.4,1.78\ncell-422,stadium,O1_PM,80.4,619.8,56.0,22.93\ncell-438,north_cluster,E2_KPM,49.9,647.6,32.6,27.83\ncell-438,north_cluster,O1_PM,44.9,417.6,31.6,29.57\ncell-451,hospital_zone,E2_KPM,39.5,355.8,35.4,18.86\ncell-451,hospital_zone,O1_PM,70.9,272.4,46.4,30.78\ncell-500,south_cluster,O1_PM,49.8,212.7,38.1,13.86\ncell-500,south_cluster,E2_KPM,23.5,505.9,28.4,14.32\ncell-543,south_cluster,O1_PM,61.9,49.0,44.2,28.98\ncell-543,south_cluster,E2_KPM,41.9,220.8,32.5,26.88\ncell-574,north_cluster,O1_PM,32.1,594.1,23.2,33.84\ncell-574,north_cluster,E2_KPM,19.2,142.1,17.2,5.25\ncell-655,north_cluster,E2_KPM,39.0,390.2,36.5,17.06\ncell-655,north_cluster,O1_PM,71.8,68.3,43.0,14.49\ncell-658,north_cluster,E2_KPM,63.6,132.5,44.3,21.66\ncell-658,north_cluster,O1_PM,81.8,75.8,56.4,29.57\ncell-694,stadium,E2_KPM,21.7,243.9,18.7,5.76\ncell-694,stadium,O1_PM,51.8,146.0,36.3,18.40\ncell-714,stadium,O1_PM,15.6,614.4,14.7,28.11\ncell-714,stadium,E2_KPM,48.0,42.3,32.6,8.25\ncell-742,hospital_zone,E2_KPM,23.9,53.5,28.0,22.04\ncell-742,hospital_zone,O1_PM,81.2,338.5,56.7,29.61\ncell-781,hospital_zone,E2_KPM,80.0,340.2,54.2,12.25\ncell-781,hospital_zone,O1_PM,21.5,177.4,19.4,26.00\ncell-857,south_cluster,E2_KPM,37.0,444.9,25.3,25.88\ncell-857,south_cluster,O1_PM,80.0,437.7,46.9,0.89\ncell-941,north_cluster,E2_KPM,20.5,304.5,26.1,34.28\ncell-941,north_cluster,O1_PM,81.5,219.7,54.5,28.83\ncell-956,stadium,E2_KPM,46.4,523.5,38.3,12.53\ncell-956,stadium,O1_PM,61.8,467.1,45.7,6.72\ncell-965,south_cluster,O1_PM,24.3,256.6,19.3,28.36\ncell-965,south_cluster,E2_KPM,91.0,40.8,52.4,14.74\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "dd710766ed4283ab82f3d6e88b2fb7826d671d2c9d58a578a6f85aac2b53eef4", "telemetry_sha256": "57e140b78050e74f110f3738463abfa617037df4911762c0e027d26d8274519d", "tokens_cl100k": {"telemetry": 1154, "text": 39}, "extreme_cells": {"prb_util_pct": "cell-965", "edge_ue_thr_mbps": "cell-422"}, "decoy_cell": "cell-857", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0006", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket opened by Civic Safety Agency: Assign high priority dispatch to emergency video feeds from ambulances and police cameras across the stadium cluster for a duration of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-23T14:11:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,north_cluster,E2_KPM,76.5,270.8,47.1,28.99\ncell-130,north_cluster,O1_PM,84.0,602.8,51.0,9.20\ncell-184,south_cluster,O1_PM,21.8,121.6,25.8,23.69\ncell-184,south_cluster,E2_KPM,93.2,292.9,58.2,30.24\ncell-215,stadium,O1_PM,84.2,517.9,50.1,30.07\ncell-215,stadium,E2_KPM,66.1,381.6,42.0,5.78\ncell-242,hospital_zone,E2_KPM,52.1,382.5,39.6,27.15\ncell-242,hospital_zone,O1_PM,52.7,273.0,42.6,32.25\ncell-283,hospital_zone,O1_PM,39.5,408.1,33.1,16.66\ncell-283,hospital_zone,E2_KPM,50.5,106.3,32.7,26.60\ncell-293,north_cluster,O1_PM,70.3,456.8,49.7,14.17\ncell-293,north_cluster,E2_KPM,31.7,601.9,33.3,20.35\ncell-322,north_cluster,O1_PM,57.6,397.3,44.7,15.83\ncell-322,north_cluster,E2_KPM,30.0,52.7,23.9,29.39\ncell-324,hospital_zone,O1_PM,60.4,466.1,39.0,6.09\ncell-324,hospital_zone,E2_KPM,27.1,476.6,20.4,31.18\ncell-345,stadium,E2_KPM,69.7,483.8,42.0,1.72\ncell-345,stadium,O1_PM,95.8,151.6,47.6,33.49\ncell-362,south_cluster,O1_PM,51.2,480.0,32.1,8.27\ncell-362,south_cluster,E2_KPM,40.5,538.9,29.8,11.87\ncell-529,stadium,O1_PM,71.7,416.3,42.9,15.67\ncell-529,stadium,E2_KPM,77.5,62.3,50.8,14.58\ncell-534,south_cluster,E2_KPM,27.0,463.5,27.6,8.02\ncell-534,south_cluster,O1_PM,75.4,371.5,55.5,14.45\ncell-605,north_cluster,E2_KPM,28.8,233.5,23.6,18.11\ncell-605,north_cluster,O1_PM,35.7,417.5,34.4,17.61\ncell-612,south_cluster,O1_PM,65.8,89.5,48.9,19.21\ncell-612,south_cluster,E2_KPM,65.4,142.3,50.4,6.08\ncell-668,hospital_zone,E2_KPM,23.3,220.2,25.6,6.14\ncell-668,hospital_zone,O1_PM,57.2,151.5,37.9,14.54\ncell-699,hospital_zone,O1_PM,55.4,186.8,38.5,15.56\ncell-699,hospital_zone,E2_KPM,16.7,246.8,25.4,7.24\ncell-734,stadium,O1_PM,41.6,547.9,28.0,27.74\ncell-734,stadium,E2_KPM,78.6,219.8,53.3,16.07\ncell-736,stadium,E2_KPM,30.7,324.5,27.8,13.07\ncell-736,stadium,O1_PM,61.4,286.8,39.0,31.82\ncell-842,south_cluster,O1_PM,40.7,260.5,32.9,34.02\ncell-842,south_cluster,E2_KPM,71.6,513.2,44.7,30.96\ncell-919,north_cluster,O1_PM,65.3,146.0,43.6,17.36\ncell-919,north_cluster,E2_KPM,36.7,424.9,28.7,6.65\ncell-921,hospital_zone,O1_PM,78.5,400.1,47.3,27.94\ncell-921,hospital_zone,E2_KPM,31.7,225.1,27.5,17.48\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "bd151e89b807d2e4b8e91a96e4a00c9460c29e218c125350d6e75c9f5f6fee0f", "telemetry_sha256": "6be3b3d1b5848ee79281d913dde6e8bdf7980d1706257af6fa324755300575bc", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-184", "edge_ue_thr_mbps": "cell-345"}, "decoy_cell": "cell-345"}}
+{"case_id": "ranintent_v1_test_0007", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC notice: permit interactive gaming and XR processing to reach outward to a regional cloud center on cells where edge user throughput is lowest until the incident ends.", "telemetry": "KPM telemetry snapshot at 2026-10-25T16:26:33Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-128,hospital_zone,E2_KPM,40.2,399.5,36.6,16.04\ncell-128,hospital_zone,O1_PM,58.0,610.1,43.4,17.64\ncell-135,hospital_zone,E2_KPM,76.6,359.2,49.3,27.18\ncell-135,hospital_zone,O1_PM,21.4,264.0,20.5,27.19\ncell-149,south_cluster,O1_PM,16.3,573.9,17.7,14.10\ncell-149,south_cluster,E2_KPM,28.8,267.9,27.3,7.83\ncell-218,north_cluster,O1_PM,71.0,220.9,46.5,14.74\ncell-218,north_cluster,E2_KPM,93.9,91.1,63.1,6.31\ncell-310,hospital_zone,E2_KPM,67.0,500.6,47.3,9.59\ncell-310,hospital_zone,O1_PM,59.0,424.7,36.9,11.63\ncell-330,north_cluster,O1_PM,78.3,127.9,48.2,8.02\ncell-330,north_cluster,E2_KPM,25.5,496.6,24.6,33.14\ncell-340,stadium,E2_KPM,84.9,579.7,52.8,19.90\ncell-340,stadium,O1_PM,70.2,419.8,44.0,29.37\ncell-341,south_cluster,O1_PM,76.2,428.4,51.1,28.67\ncell-341,south_cluster,E2_KPM,53.6,498.4,39.6,20.03\ncell-418,north_cluster,O1_PM,80.8,631.1,47.3,17.92\ncell-418,north_cluster,E2_KPM,54.0,453.4,42.6,9.35\ncell-476,stadium,O1_PM,23.8,293.9,24.7,11.33\ncell-476,stadium,E2_KPM,83.5,639.0,53.1,15.17\ncell-496,south_cluster,E2_KPM,59.6,432.0,40.0,24.48\ncell-496,south_cluster,O1_PM,19.1,599.8,24.3,13.03\ncell-509,north_cluster,O1_PM,40.6,192.8,37.0,25.87\ncell-509,north_cluster,E2_KPM,18.0,121.7,15.0,21.91\ncell-517,stadium,E2_KPM,49.7,518.7,37.2,34.95\ncell-517,stadium,O1_PM,65.8,505.8,48.0,18.37\ncell-525,north_cluster,O1_PM,72.4,455.9,42.5,5.73\ncell-525,north_cluster,E2_KPM,56.2,124.9,39.0,5.17\ncell-533,south_cluster,O1_PM,42.0,639.3,30.6,14.83\ncell-533,south_cluster,E2_KPM,36.9,649.3,35.1,10.27\ncell-685,stadium,E2_KPM,35.4,587.9,31.7,31.63\ncell-685,stadium,O1_PM,15.7,601.7,20.2,23.67\ncell-721,hospital_zone,E2_KPM,51.4,477.9,32.6,12.15\ncell-721,hospital_zone,O1_PM,49.1,511.5,31.2,11.71\ncell-730,hospital_zone,O1_PM,24.3,533.4,22.5,25.32\ncell-730,hospital_zone,E2_KPM,34.1,614.8,33.4,1.22\ncell-823,south_cluster,O1_PM,72.1,479.5,48.1,28.62\ncell-823,south_cluster,E2_KPM,62.6,401.3,43.5,18.62\ncell-862,stadium,O1_PM,66.0,328.0,47.7,0.45\ncell-862,stadium,E2_KPM,84.4,623.6,51.0,33.49\ncell-911,stadium,O1_PM,19.8,347.7,20.5,19.64\ncell-911,stadium,E2_KPM,19.7,378.4,20.2,7.98\n", "truth": {"action": "relax_edge", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "27525ff2024026d09d2d2208024c220d5fd44ee8172c6b1c015d57cb9cc3881e", "telemetry_sha256": "439725586ac143ce133beb9704aab6923cc9eaf45ee14a2efb3adabe3afc302b", "tokens_cl100k": {"telemetry": 1152, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-218", "edge_ue_thr_mbps": "cell-730"}, "decoy_cell": "cell-862", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0008", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The operator agrees to reassign automated machine feedback loop traffic to low queue priority throughout the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-05T17:58:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-205,hospital_zone,O1_PM,72.2,216.8,53.5,14.21\ncell-205,hospital_zone,E2_KPM,74.0,495.9,43.5,29.39\ncell-227,stadium,E2_KPM,37.9,474.8,27.2,18.95\ncell-227,stadium,O1_PM,52.7,108.6,36.1,34.65\ncell-281,stadium,O1_PM,31.7,152.7,23.2,34.02\ncell-281,stadium,E2_KPM,43.7,538.7,33.9,21.82\ncell-308,north_cluster,O1_PM,16.6,152.3,20.0,19.15\ncell-308,north_cluster,E2_KPM,93.5,606.4,62.7,13.77\ncell-347,hospital_zone,E2_KPM,76.3,571.3,47.2,31.37\ncell-347,hospital_zone,O1_PM,15.2,575.8,19.5,31.24\ncell-385,north_cluster,E2_KPM,70.6,49.8,47.0,33.36\ncell-385,north_cluster,O1_PM,54.6,141.3,42.9,24.91\ncell-387,stadium,O1_PM,53.5,64.8,33.9,30.20\ncell-387,stadium,E2_KPM,32.2,53.6,28.8,20.98\ncell-445,south_cluster,O1_PM,39.3,94.1,29.1,10.30\ncell-445,south_cluster,E2_KPM,31.3,160.1,31.3,30.89\ncell-454,hospital_zone,E2_KPM,64.7,117.3,43.9,31.22\ncell-454,hospital_zone,O1_PM,95.4,343.1,19.0,6.93\ncell-488,south_cluster,O1_PM,42.8,425.8,34.1,15.59\ncell-488,south_cluster,E2_KPM,74.9,258.2,49.9,22.46\ncell-510,stadium,O1_PM,66.9,581.2,42.6,20.56\ncell-510,stadium,E2_KPM,29.2,208.1,28.8,26.17\ncell-560,south_cluster,O1_PM,55.5,396.7,42.0,24.56\ncell-560,south_cluster,E2_KPM,15.6,638.2,24.6,1.80\ncell-643,south_cluster,O1_PM,19.7,491.3,21.2,19.69\ncell-643,south_cluster,E2_KPM,76.3,529.4,49.4,6.10\ncell-651,north_cluster,E2_KPM,54.1,220.2,34.0,5.82\ncell-651,north_cluster,O1_PM,50.6,603.1,37.2,25.29\ncell-689,hospital_zone,O1_PM,35.9,118.4,28.0,28.16\ncell-689,hospital_zone,E2_KPM,83.3,322.4,55.3,28.56\ncell-738,north_cluster,O1_PM,19.0,387.9,26.5,24.22\ncell-738,north_cluster,E2_KPM,63.6,639.0,45.2,12.19\ncell-780,south_cluster,O1_PM,31.8,231.6,30.7,34.37\ncell-780,south_cluster,E2_KPM,42.2,644.7,37.4,9.08\ncell-843,stadium,E2_KPM,19.2,300.6,21.6,22.85\ncell-843,stadium,O1_PM,70.6,425.4,49.3,27.34\ncell-871,north_cluster,E2_KPM,49.5,161.7,40.2,21.42\ncell-871,north_cluster,O1_PM,62.3,81.4,41.5,6.31\ncell-898,hospital_zone,O1_PM,84.1,523.3,51.7,9.33\ncell-898,hospital_zone,E2_KPM,22.0,248.9,24.0,34.23\ncell-977,north_cluster,E2_KPM,83.0,488.1,57.7,28.04\ncell-977,north_cluster,O1_PM,18.4,117.5,16.0,25.55\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "hospital_zone", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "85c15c50752fb30de4082e5b8bdbaefcd835e5348b2ea17c961522be4854322b", "telemetry_sha256": "c2e80b1dc56fae1a0d7da3e9e2a51743107625f7856dbe6e192386afe5baa6ec", "tokens_cl100k": {"telemetry": 1154, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-308", "edge_ue_thr_mbps": "cell-560"}, "decoy_cell": "cell-454"}}
+{"case_id": "ranintent_v1_test_0009", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API directive: Escalate automated machine feedback control communications to critical highest priority across the stadium cluster for a fifteen-minute duration.", "telemetry": "KPM telemetry snapshot at 2026-10-05T15:24:19Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-127,south_cluster,E2_KPM,79.8,394.3,47.3,9.84\ncell-127,south_cluster,O1_PM,38.4,155.7,26.0,21.52\ncell-168,south_cluster,E2_KPM,33.9,110.6,31.0,22.96\ncell-168,south_cluster,O1_PM,52.2,254.8,43.2,33.86\ncell-179,hospital_zone,O1_PM,76.4,492.0,53.6,8.54\ncell-179,hospital_zone,E2_KPM,59.9,150.1,36.2,6.41\ncell-208,stadium,O1_PM,15.9,53.8,25.4,7.18\ncell-208,stadium,E2_KPM,47.6,501.3,39.4,21.03\ncell-342,north_cluster,E2_KPM,85.0,68.4,53.9,6.17\ncell-342,north_cluster,O1_PM,44.9,360.7,30.9,33.02\ncell-420,north_cluster,O1_PM,38.7,299.8,31.3,34.46\ncell-420,north_cluster,E2_KPM,24.6,437.3,27.1,1.25\ncell-480,south_cluster,E2_KPM,67.0,581.0,44.0,14.13\ncell-480,south_cluster,O1_PM,62.8,566.6,39.1,25.28\ncell-611,north_cluster,O1_PM,55.6,631.1,37.1,19.60\ncell-611,north_cluster,E2_KPM,18.9,132.8,23.6,14.49\ncell-612,stadium,E2_KPM,16.0,47.7,18.8,10.11\ncell-612,stadium,O1_PM,83.8,525.1,48.1,33.28\ncell-618,hospital_zone,O1_PM,70.1,615.3,47.0,22.16\ncell-618,hospital_zone,E2_KPM,77.8,625.0,48.1,33.12\ncell-631,south_cluster,E2_KPM,18.3,386.5,23.3,32.30\ncell-631,south_cluster,O1_PM,45.5,458.8,30.8,21.45\ncell-640,stadium,E2_KPM,43.0,460.4,37.0,29.95\ncell-640,stadium,O1_PM,16.9,106.1,14.5,12.21\ncell-683,hospital_zone,E2_KPM,36.1,53.0,30.0,21.73\ncell-683,hospital_zone,O1_PM,55.4,352.2,42.7,21.39\ncell-800,stadium,E2_KPM,15.6,194.3,14.0,29.53\ncell-800,stadium,O1_PM,43.1,311.5,31.7,13.77\ncell-913,south_cluster,E2_KPM,50.6,291.6,42.5,31.59\ncell-913,south_cluster,O1_PM,96.4,125.3,45.6,22.93\ncell-924,stadium,E2_KPM,22.1,283.8,17.5,24.34\ncell-924,stadium,O1_PM,18.1,586.0,27.0,30.35\ncell-936,north_cluster,O1_PM,44.2,107.0,37.2,20.67\ncell-936,north_cluster,E2_KPM,36.1,514.2,33.7,16.09\ncell-942,hospital_zone,O1_PM,69.3,616.0,49.6,12.21\ncell-942,hospital_zone,E2_KPM,36.8,221.6,25.4,5.84\ncell-961,hospital_zone,O1_PM,74.7,106.0,53.8,28.08\ncell-961,hospital_zone,E2_KPM,93.0,601.9,54.6,29.26\ncell-971,north_cluster,O1_PM,58.4,547.4,36.8,24.55\ncell-971,north_cluster,E2_KPM,66.5,273.1,46.7,17.64\ncell-998,hospital_zone,O1_PM,78.1,222.2,48.4,11.15\ncell-998,hospital_zone,E2_KPM,49.7,267.3,33.2,4.80\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "stadium", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "065b38029f84e84bb94cdd907bda8e6f9c02b2486a41a874ac22041bd634ac50", "telemetry_sha256": "acc1acc802286791d6572ed914434560ade0645abc99714eb0cb1829be83c1f9", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-961", "edge_ue_thr_mbps": "cell-420"}, "decoy_cell": "cell-913"}}
+{"case_id": "ranintent_v1_test_0010", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hey assistant, enforce a latency budget of 5 ms for consumer video streaming on base stations where edge users endure lowest data throughput for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-04T08:48:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-141,south_cluster,O1_PM,16.2,471.9,20.2,14.15\ncell-141,south_cluster,E2_KPM,83.3,398.0,58.1,12.28\ncell-147,stadium,O1_PM,61.3,276.7,39.4,27.91\ncell-147,stadium,E2_KPM,42.0,64.8,34.7,8.30\ncell-187,stadium,E2_KPM,29.3,611.2,31.4,31.65\ncell-187,stadium,O1_PM,30.2,584.2,22.3,28.90\ncell-289,stadium,O1_PM,59.9,629.6,37.5,26.43\ncell-289,stadium,E2_KPM,61.0,349.8,44.6,9.93\ncell-291,north_cluster,E2_KPM,35.2,176.1,32.4,18.24\ncell-291,north_cluster,O1_PM,82.8,649.6,58.8,16.48\ncell-311,south_cluster,O1_PM,36.0,479.6,35.2,0.35\ncell-311,south_cluster,E2_KPM,93.6,475.4,53.4,28.84\ncell-375,south_cluster,O1_PM,71.5,178.3,42.9,14.37\ncell-375,south_cluster,E2_KPM,47.1,50.8,30.5,31.02\ncell-389,stadium,O1_PM,39.3,444.8,30.2,24.26\ncell-389,stadium,E2_KPM,25.0,413.4,26.9,11.48\ncell-408,hospital_zone,O1_PM,49.2,44.7,39.9,16.76\ncell-408,hospital_zone,E2_KPM,19.8,90.4,18.2,21.22\ncell-429,north_cluster,O1_PM,35.0,369.6,23.7,25.20\ncell-429,north_cluster,E2_KPM,41.8,211.1,33.6,11.26\ncell-461,south_cluster,O1_PM,63.9,423.2,47.1,33.01\ncell-461,south_cluster,E2_KPM,22.0,561.7,21.4,8.67\ncell-464,north_cluster,O1_PM,22.3,414.2,29.1,26.02\ncell-464,north_cluster,E2_KPM,63.6,118.4,43.8,7.15\ncell-468,north_cluster,E2_KPM,75.9,142.1,53.1,28.42\ncell-468,north_cluster,O1_PM,82.7,93.7,57.4,30.65\ncell-497,hospital_zone,E2_KPM,71.1,174.7,48.2,16.34\ncell-497,hospital_zone,O1_PM,29.9,457.3,23.1,14.95\ncell-535,hospital_zone,O1_PM,69.1,466.7,47.2,12.37\ncell-535,hospital_zone,E2_KPM,34.3,617.0,32.1,22.16\ncell-612,north_cluster,O1_PM,59.4,380.3,46.4,4.26\ncell-612,north_cluster,E2_KPM,81.5,120.6,47.0,32.52\ncell-623,hospital_zone,O1_PM,49.1,487.8,36.4,30.11\ncell-623,hospital_zone,E2_KPM,72.6,433.7,48.2,0.78\ncell-626,hospital_zone,E2_KPM,27.5,256.9,25.9,5.28\ncell-626,hospital_zone,O1_PM,59.7,640.9,46.1,21.52\ncell-661,north_cluster,O1_PM,85.3,310.9,53.8,5.09\ncell-661,north_cluster,E2_KPM,44.8,468.6,38.4,14.27\ncell-667,stadium,E2_KPM,23.0,249.7,28.4,10.56\ncell-667,stadium,O1_PM,59.7,74.0,37.0,8.43\ncell-744,south_cluster,E2_KPM,58.3,221.4,45.5,28.66\ncell-744,south_cluster,O1_PM,44.9,246.0,38.2,28.18\n", "truth": {"action": "set_latency_target", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "5", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "00464c2df365e98c4e4cc7d5ba5fdfc0ada0e8b91162e81c77e8cc97e3707d7e", "telemetry_sha256": "2b69685647c925f069a58c4cd81539b7e5c93486078433e77ebddf27bd7b5867", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-311", "edge_ue_thr_mbps": "cell-623"}, "decoy_cell": "cell-311", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0011", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Dear team, please downgrade bulk analytics upload streams to low priority on sectors undergoing maximum saturation until the ongoing event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-02T21:37:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,stadium,E2_KPM,78.2,591.5,47.8,29.87\ncell-130,stadium,O1_PM,66.5,457.8,49.9,19.99\ncell-158,stadium,O1_PM,47.4,235.8,36.3,21.82\ncell-158,stadium,E2_KPM,93.5,463.4,61.4,10.01\ncell-159,hospital_zone,E2_KPM,79.8,303.7,52.6,15.33\ncell-159,hospital_zone,O1_PM,82.0,120.8,50.5,10.10\ncell-164,north_cluster,E2_KPM,74.5,641.7,46.0,20.82\ncell-164,north_cluster,O1_PM,46.5,498.0,29.8,25.55\ncell-186,north_cluster,E2_KPM,58.1,595.3,41.7,17.89\ncell-186,north_cluster,O1_PM,95.5,47.0,38.7,33.60\ncell-206,south_cluster,O1_PM,67.9,301.1,48.6,33.00\ncell-206,south_cluster,E2_KPM,42.3,276.4,30.7,29.53\ncell-207,stadium,O1_PM,67.2,472.7,51.6,21.44\ncell-207,stadium,E2_KPM,19.3,623.7,20.9,34.01\ncell-264,north_cluster,O1_PM,30.5,138.0,23.2,13.99\ncell-264,north_cluster,E2_KPM,36.2,463.8,25.3,16.47\ncell-372,stadium,E2_KPM,51.7,644.0,31.9,8.83\ncell-372,stadium,O1_PM,21.5,428.8,20.9,25.48\ncell-526,south_cluster,E2_KPM,57.4,376.3,43.9,5.08\ncell-526,south_cluster,O1_PM,65.5,557.6,38.8,15.95\ncell-552,south_cluster,E2_KPM,47.4,359.1,37.0,21.60\ncell-552,south_cluster,O1_PM,75.0,250.2,50.4,29.35\ncell-554,hospital_zone,O1_PM,26.6,467.3,24.8,6.31\ncell-554,hospital_zone,E2_KPM,16.6,357.8,17.6,26.54\ncell-570,north_cluster,E2_KPM,18.2,249.0,23.5,3.46\ncell-570,north_cluster,O1_PM,21.8,57.2,17.8,7.62\ncell-582,south_cluster,E2_KPM,64.5,311.4,44.9,26.18\ncell-582,south_cluster,O1_PM,76.5,97.5,55.1,25.03\ncell-656,south_cluster,E2_KPM,41.6,60.3,34.5,21.44\ncell-656,south_cluster,O1_PM,43.0,439.8,28.5,28.88\ncell-727,hospital_zone,O1_PM,38.6,327.3,33.3,11.52\ncell-727,hospital_zone,E2_KPM,44.1,482.6,30.7,21.20\ncell-827,north_cluster,O1_PM,56.2,254.4,42.6,4.77\ncell-827,north_cluster,E2_KPM,63.3,121.8,43.8,24.97\ncell-840,stadium,O1_PM,36.8,391.6,25.1,4.21\ncell-840,stadium,E2_KPM,24.8,70.8,22.7,4.88\ncell-912,hospital_zone,E2_KPM,74.7,486.7,45.0,0.45\ncell-912,hospital_zone,O1_PM,41.7,165.1,38.1,34.62\ncell-941,hospital_zone,E2_KPM,29.3,617.6,25.3,14.77\ncell-941,hospital_zone,O1_PM,31.5,319.7,22.9,22.49\ncell-973,stadium,E2_KPM,17.3,562.8,19.2,26.59\ncell-973,stadium,O1_PM,34.7,425.2,33.9,13.69\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "31a0b5b7d8da9f6f5697b4c21c34b15cf27d22a5ce5806a8e0b8f4c908172872", "telemetry_sha256": "e851451034d0edc3f1b4dd8a27dc912851e58398d3874df8274f1a3bca880f20", "tokens_cl100k": {"telemetry": 1152, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-158", "edge_ue_thr_mbps": "cell-912"}, "decoy_cell": "cell-186", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0012", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Ticket request from Axis Robotics: Discontinue past overrides and revert low-rate sensor reporting telemetry to standard default parameters across the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-17T11:50:43Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,south_cluster,O1_PM,15.5,163.9,18.5,19.86\ncell-116,south_cluster,E2_KPM,16.4,285.9,16.3,33.36\ncell-126,stadium,E2_KPM,64.1,531.8,44.1,15.42\ncell-126,stadium,O1_PM,84.4,172.1,56.7,14.29\ncell-134,stadium,O1_PM,71.3,451.1,47.7,27.30\ncell-134,stadium,E2_KPM,78.9,175.1,49.3,23.16\ncell-135,hospital_zone,O1_PM,66.5,68.9,42.4,20.66\ncell-135,hospital_zone,E2_KPM,52.5,214.8,41.8,31.67\ncell-177,hospital_zone,O1_PM,26.1,60.9,31.0,32.94\ncell-177,hospital_zone,E2_KPM,17.8,390.0,20.8,17.04\ncell-240,stadium,E2_KPM,61.5,462.2,42.9,10.58\ncell-240,stadium,O1_PM,35.6,552.1,24.9,12.27\ncell-333,hospital_zone,E2_KPM,15.8,645.4,22.7,28.04\ncell-333,hospital_zone,O1_PM,70.5,41.3,47.3,18.31\ncell-339,south_cluster,O1_PM,48.6,620.1,37.0,13.10\ncell-339,south_cluster,E2_KPM,49.0,630.2,37.5,6.37\ncell-499,stadium,E2_KPM,21.8,485.4,27.7,24.71\ncell-499,stadium,O1_PM,49.8,328.5,37.5,18.73\ncell-580,south_cluster,E2_KPM,74.1,220.9,46.0,1.12\ncell-580,south_cluster,O1_PM,30.9,330.1,30.2,17.16\ncell-632,south_cluster,E2_KPM,34.1,255.7,32.2,14.11\ncell-632,south_cluster,O1_PM,76.3,638.6,56.0,30.21\ncell-637,stadium,O1_PM,77.5,159.7,52.7,33.92\ncell-637,stadium,E2_KPM,71.8,537.4,50.5,16.89\ncell-694,north_cluster,E2_KPM,69.1,635.5,41.4,15.67\ncell-694,north_cluster,O1_PM,52.3,495.1,37.0,13.64\ncell-770,north_cluster,O1_PM,52.1,627.4,39.0,19.64\ncell-770,north_cluster,E2_KPM,30.8,543.3,32.4,11.25\ncell-814,north_cluster,E2_KPM,92.5,255.6,60.2,28.80\ncell-814,north_cluster,O1_PM,15.7,221.9,25.2,34.60\ncell-838,hospital_zone,E2_KPM,43.0,281.1,35.1,8.97\ncell-838,hospital_zone,O1_PM,27.0,352.3,27.9,15.10\ncell-876,hospital_zone,O1_PM,72.3,456.2,44.6,9.91\ncell-876,hospital_zone,E2_KPM,42.2,618.6,36.5,22.92\ncell-950,north_cluster,O1_PM,64.0,544.8,46.8,14.86\ncell-950,north_cluster,E2_KPM,33.7,69.7,24.9,26.41\ncell-961,north_cluster,E2_KPM,23.6,149.1,22.3,14.92\ncell-961,north_cluster,O1_PM,20.6,145.7,20.3,10.57\ncell-965,south_cluster,E2_KPM,44.1,507.7,37.7,12.11\ncell-965,south_cluster,O1_PM,95.9,283.4,32.7,28.78\ncell-966,hospital_zone,E2_KPM,69.4,536.9,46.6,22.25\ncell-966,hospital_zone,O1_PM,53.0,391.4,34.0,6.55\n", "truth": {"action": "revert_default", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b3799557852d7e8992343b0907fc3bc7dc0f9b2cae32fb1c8615705f97ddfe04", "telemetry_sha256": "d087f58d88eb9b2a838904d7cf0b63243f11ec50d1f8626e5da2ddb7e0eee14f", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-814", "edge_ue_thr_mbps": "cell-580"}, "decoy_cell": "cell-965"}}
+{"case_id": "ranintent_v1_test_0013", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Datacrest alert: please step down our bulk edge analytics uploads to normal priority in the stadium cluster for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-16T12:11:33Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-275,south_cluster,E2_KPM,46.6,326.1,40.8,19.65\ncell-275,south_cluster,O1_PM,48.8,518.7,36.6,21.12\ncell-337,south_cluster,E2_KPM,54.0,89.1,35.4,6.32\ncell-337,south_cluster,O1_PM,44.8,51.6,28.8,34.68\ncell-419,north_cluster,O1_PM,70.4,319.9,46.2,30.79\ncell-419,north_cluster,E2_KPM,47.9,558.9,31.1,24.11\ncell-427,stadium,O1_PM,80.8,581.9,57.7,30.93\ncell-427,stadium,E2_KPM,91.7,569.7,51.9,26.86\ncell-438,hospital_zone,O1_PM,24.7,542.9,19.8,16.09\ncell-438,hospital_zone,E2_KPM,59.0,171.2,45.7,13.74\ncell-470,north_cluster,E2_KPM,67.9,431.5,46.3,1.91\ncell-470,north_cluster,O1_PM,32.5,550.6,25.2,6.59\ncell-480,north_cluster,O1_PM,82.1,591.3,48.6,27.16\ncell-480,north_cluster,E2_KPM,22.8,582.2,19.6,34.58\ncell-539,south_cluster,E2_KPM,20.1,153.9,26.4,27.53\ncell-539,south_cluster,O1_PM,35.8,65.9,26.6,5.57\ncell-558,south_cluster,O1_PM,49.3,496.0,36.7,22.41\ncell-558,south_cluster,E2_KPM,53.9,493.9,34.3,22.75\ncell-561,stadium,O1_PM,25.3,485.3,27.8,32.54\ncell-561,stadium,E2_KPM,57.2,399.2,45.7,17.24\ncell-568,stadium,O1_PM,26.2,394.7,23.1,6.85\ncell-568,stadium,E2_KPM,82.4,342.7,55.9,34.29\ncell-608,north_cluster,E2_KPM,72.0,610.4,48.3,5.39\ncell-608,north_cluster,O1_PM,77.3,642.9,51.7,24.52\ncell-614,hospital_zone,E2_KPM,80.0,638.7,51.9,8.35\ncell-614,hospital_zone,O1_PM,93.7,124.0,27.7,19.94\ncell-631,hospital_zone,E2_KPM,66.4,508.7,43.1,8.29\ncell-631,hospital_zone,O1_PM,69.2,167.9,44.5,33.94\ncell-680,hospital_zone,E2_KPM,65.5,217.7,40.1,18.41\ncell-680,hospital_zone,O1_PM,27.5,478.7,26.9,14.37\ncell-709,stadium,E2_KPM,19.3,434.4,21.1,11.19\ncell-709,stadium,O1_PM,35.1,375.0,25.9,10.60\ncell-745,north_cluster,E2_KPM,75.9,243.1,47.9,30.39\ncell-745,north_cluster,O1_PM,65.0,627.5,49.4,11.85\ncell-781,stadium,E2_KPM,73.8,57.7,51.3,29.47\ncell-781,stadium,O1_PM,19.1,377.9,24.7,6.68\ncell-818,hospital_zone,O1_PM,77.7,227.9,47.3,16.25\ncell-818,hospital_zone,E2_KPM,46.1,438.0,35.7,9.52\ncell-884,south_cluster,E2_KPM,70.7,343.6,43.3,24.19\ncell-884,south_cluster,O1_PM,24.5,533.8,21.0,16.63\ncell-907,stadium,E2_KPM,58.9,462.6,37.1,33.84\ncell-907,stadium,O1_PM,15.1,305.5,16.8,23.64\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "stadium", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2582714ac04462eb355276668b10b22a67cb886af2fe12f03f0db1d1f8211336", "telemetry_sha256": "0062706d4374a6bdded84b13209ff0d86a5c765798ffb8414474cb7daad7e835", "tokens_cl100k": {"telemetry": 1152, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-427", "edge_ue_thr_mbps": "cell-470"}, "decoy_cell": "cell-614"}}
+{"case_id": "ranintent_v1_test_0014", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Under the provisions of the SLA, the network operator covenants to reduce dispatch precedence for Datacrest Analytics bulk data ingestion to normal priority across the hospital zone until the active situation concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-09T18:35:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,north_cluster,E2_KPM,59.5,312.2,43.2,13.08\ncell-121,north_cluster,O1_PM,26.3,141.8,28.4,5.98\ncell-184,north_cluster,E2_KPM,25.5,403.2,20.0,4.90\ncell-184,north_cluster,O1_PM,68.0,282.8,48.7,34.26\ncell-231,south_cluster,E2_KPM,54.3,618.3,43.8,19.54\ncell-231,south_cluster,O1_PM,58.5,96.4,45.3,20.12\ncell-237,north_cluster,O1_PM,17.6,340.2,18.4,7.91\ncell-237,north_cluster,E2_KPM,26.0,80.3,26.3,17.77\ncell-297,hospital_zone,O1_PM,44.8,338.9,38.7,24.04\ncell-297,hospital_zone,E2_KPM,46.1,72.5,33.3,29.73\ncell-357,stadium,O1_PM,53.4,329.8,43.9,24.82\ncell-357,stadium,E2_KPM,68.6,640.0,40.6,26.05\ncell-383,hospital_zone,O1_PM,16.0,532.7,17.7,26.67\ncell-383,hospital_zone,E2_KPM,49.1,354.9,31.1,1.56\ncell-388,hospital_zone,O1_PM,65.4,310.3,42.7,14.01\ncell-388,hospital_zone,E2_KPM,24.0,158.2,29.5,20.79\ncell-461,north_cluster,O1_PM,53.0,76.2,43.9,23.10\ncell-461,north_cluster,E2_KPM,93.0,240.2,64.2,26.74\ncell-467,south_cluster,E2_KPM,57.6,342.7,37.8,33.35\ncell-467,south_cluster,O1_PM,63.0,355.4,37.7,27.77\ncell-501,stadium,O1_PM,16.6,59.9,18.8,22.81\ncell-501,stadium,E2_KPM,60.1,393.7,36.3,22.52\ncell-581,south_cluster,O1_PM,95.2,560.5,41.6,11.38\ncell-581,south_cluster,E2_KPM,59.3,530.0,45.1,28.45\ncell-638,stadium,E2_KPM,36.6,497.3,30.6,21.26\ncell-638,stadium,O1_PM,52.2,455.3,42.9,9.61\ncell-698,south_cluster,O1_PM,19.5,204.1,27.3,15.77\ncell-698,south_cluster,E2_KPM,57.3,586.1,40.1,12.91\ncell-716,hospital_zone,O1_PM,83.8,528.6,53.1,27.45\ncell-716,hospital_zone,E2_KPM,63.4,81.3,41.8,10.99\ncell-805,stadium,O1_PM,30.0,618.4,29.7,14.28\ncell-805,stadium,E2_KPM,53.7,133.9,36.0,28.26\ncell-906,hospital_zone,O1_PM,57.1,301.0,40.2,19.40\ncell-906,hospital_zone,E2_KPM,60.9,195.4,37.2,11.36\ncell-928,north_cluster,O1_PM,15.4,305.6,22.6,9.88\ncell-928,north_cluster,E2_KPM,65.0,278.8,39.5,10.90\ncell-929,stadium,O1_PM,45.8,585.6,35.8,31.95\ncell-929,stadium,E2_KPM,58.9,518.1,46.4,27.02\ncell-942,stadium,E2_KPM,42.1,626.0,29.0,18.82\ncell-942,stadium,O1_PM,29.8,154.0,29.4,18.07\ncell-946,south_cluster,E2_KPM,62.5,551.7,41.5,20.65\ncell-946,south_cluster,O1_PM,59.5,595.5,44.4,20.57\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "hospital_zone", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "a1af0c1f5d4a3756267bd6f261a6d803866d8df4330a998d74a21da6653bd3f1", "telemetry_sha256": "e79a66f745624a98b506dd47db328feab223bb29b4910dd33ffba1b14b4fe66d", "tokens_cl100k": {"telemetry": 1152, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-461", "edge_ue_thr_mbps": "cell-383"}, "decoy_cell": "cell-581"}}
+{"case_id": "ranintent_v1_test_0015", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Limit compute processing for ambulance and body camera video to remain within a regional cloud facility on cells experiencing peak congestion for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-16T06:57:01Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,stadium,E2_KPM,25.5,454.0,23.0,25.66\ncell-151,stadium,O1_PM,41.5,247.2,35.8,24.86\ncell-165,hospital_zone,E2_KPM,89.8,486.1,52.0,34.24\ncell-165,hospital_zone,O1_PM,67.2,594.3,40.5,30.19\ncell-197,north_cluster,E2_KPM,21.6,124.8,21.7,5.97\ncell-197,north_cluster,O1_PM,44.2,251.9,36.2,16.10\ncell-213,north_cluster,E2_KPM,80.3,633.7,50.2,24.52\ncell-213,north_cluster,O1_PM,50.2,234.1,33.9,27.02\ncell-251,hospital_zone,O1_PM,21.1,202.2,20.9,23.92\ncell-251,hospital_zone,E2_KPM,58.7,457.0,37.9,14.42\ncell-375,south_cluster,O1_PM,31.1,319.7,24.4,7.89\ncell-375,south_cluster,E2_KPM,60.6,191.2,36.9,16.82\ncell-448,hospital_zone,O1_PM,16.3,240.7,24.1,14.79\ncell-448,hospital_zone,E2_KPM,37.0,410.2,35.8,13.37\ncell-494,hospital_zone,E2_KPM,19.2,616.4,21.4,28.92\ncell-494,hospital_zone,O1_PM,45.5,354.1,28.9,10.96\ncell-497,north_cluster,O1_PM,77.9,195.7,54.7,13.90\ncell-497,north_cluster,E2_KPM,74.7,383.9,47.1,31.52\ncell-515,north_cluster,O1_PM,40.9,398.0,31.3,12.36\ncell-515,north_cluster,E2_KPM,25.3,223.5,19.2,22.10\ncell-579,south_cluster,E2_KPM,53.2,226.9,35.4,25.15\ncell-579,south_cluster,O1_PM,46.1,525.1,33.0,10.61\ncell-580,stadium,E2_KPM,72.5,202.4,43.5,34.26\ncell-580,stadium,O1_PM,36.9,396.3,35.2,13.32\ncell-619,north_cluster,O1_PM,47.4,208.5,37.7,10.82\ncell-619,north_cluster,E2_KPM,51.2,278.2,33.4,25.24\ncell-767,south_cluster,O1_PM,31.4,353.6,28.4,25.49\ncell-767,south_cluster,E2_KPM,39.3,310.7,35.3,16.52\ncell-791,stadium,E2_KPM,18.6,493.0,23.4,8.06\ncell-791,stadium,O1_PM,42.1,451.9,31.9,5.71\ncell-863,stadium,E2_KPM,80.1,563.2,55.9,1.91\ncell-863,stadium,O1_PM,76.5,193.8,52.8,19.18\ncell-869,stadium,E2_KPM,57.2,593.2,42.7,16.02\ncell-869,stadium,O1_PM,50.1,578.5,32.9,19.80\ncell-901,south_cluster,E2_KPM,33.2,311.6,31.2,24.66\ncell-901,south_cluster,O1_PM,92.8,189.4,45.1,26.84\ncell-903,hospital_zone,E2_KPM,74.3,248.8,52.8,14.42\ncell-903,hospital_zone,O1_PM,39.0,264.3,33.6,23.47\ncell-942,hospital_zone,E2_KPM,19.2,272.3,18.4,23.95\ncell-942,hospital_zone,O1_PM,65.2,327.8,46.1,11.68\ncell-953,south_cluster,O1_PM,71.1,161.3,49.5,8.54\ncell-953,south_cluster,E2_KPM,28.6,109.3,28.9,9.93\n", "truth": {"action": "restrict_edge", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1fe971c3a6a23a32703641fdb10c7c35f67a47a4a460ab0c46d08b53da698c8e", "telemetry_sha256": "32b650dc6e1a273bf836e3f125291abcb25e4a816490490e085c2d971f35c6b1", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-165", "edge_ue_thr_mbps": "cell-863"}, "decoy_cell": "cell-901", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0016", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, downgrade first-responder tactical voice transmissions to normal priority in the stadium cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-04T11:09:32Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,stadium,E2_KPM,22.3,587.2,21.6,27.89\ncell-108,stadium,O1_PM,46.5,131.7,32.9,9.29\ncell-118,north_cluster,E2_KPM,62.3,80.5,43.5,24.92\ncell-118,north_cluster,O1_PM,80.1,158.1,49.7,12.90\ncell-119,south_cluster,E2_KPM,63.0,640.4,49.0,1.86\ncell-119,south_cluster,O1_PM,22.2,141.1,28.3,6.64\ncell-160,hospital_zone,O1_PM,67.7,558.2,46.9,6.69\ncell-160,hospital_zone,E2_KPM,17.5,516.3,15.2,19.17\ncell-192,stadium,O1_PM,24.8,608.5,19.5,19.18\ncell-192,stadium,E2_KPM,33.9,198.0,31.0,11.82\ncell-194,south_cluster,E2_KPM,73.4,322.2,47.7,18.51\ncell-194,south_cluster,O1_PM,15.3,286.8,15.6,33.43\ncell-215,hospital_zone,E2_KPM,53.7,632.7,40.2,28.29\ncell-215,hospital_zone,O1_PM,59.3,298.9,47.5,5.52\ncell-255,hospital_zone,O1_PM,67.1,598.5,45.6,29.17\ncell-255,hospital_zone,E2_KPM,64.3,199.9,46.3,23.76\ncell-285,north_cluster,O1_PM,48.7,618.0,34.4,16.05\ncell-285,north_cluster,E2_KPM,51.3,166.6,40.7,27.77\ncell-338,south_cluster,E2_KPM,16.6,515.6,18.4,22.43\ncell-338,south_cluster,O1_PM,47.2,565.4,38.9,11.64\ncell-408,stadium,E2_KPM,28.9,339.6,30.1,15.18\ncell-408,stadium,O1_PM,59.6,244.1,42.0,22.87\ncell-455,north_cluster,O1_PM,28.4,421.9,26.0,33.47\ncell-455,north_cluster,E2_KPM,39.6,224.1,28.9,30.43\ncell-474,hospital_zone,O1_PM,70.0,538.6,47.2,26.78\ncell-474,hospital_zone,E2_KPM,45.1,196.3,31.4,19.29\ncell-526,hospital_zone,O1_PM,58.3,416.9,38.9,17.05\ncell-526,hospital_zone,E2_KPM,88.8,291.1,55.9,19.63\ncell-551,north_cluster,O1_PM,31.6,647.7,22.9,12.79\ncell-551,north_cluster,E2_KPM,77.6,133.9,52.2,25.90\ncell-553,hospital_zone,E2_KPM,26.6,486.5,25.1,34.84\ncell-553,hospital_zone,O1_PM,18.1,178.4,18.6,20.72\ncell-605,stadium,O1_PM,79.3,53.1,52.5,22.42\ncell-605,stadium,E2_KPM,30.2,619.6,25.4,25.76\ncell-661,south_cluster,O1_PM,36.3,516.1,26.7,30.11\ncell-661,south_cluster,E2_KPM,18.7,553.6,17.0,14.88\ncell-875,stadium,E2_KPM,45.6,548.1,32.0,10.70\ncell-875,stadium,O1_PM,46.6,75.1,31.6,13.77\ncell-960,north_cluster,O1_PM,48.5,107.2,35.6,19.89\ncell-960,north_cluster,E2_KPM,42.0,102.1,34.5,31.28\ncell-975,south_cluster,O1_PM,58.6,169.2,46.8,8.75\ncell-975,south_cluster,E2_KPM,59.1,566.6,46.9,21.15\n", "truth": {"action": "deprioritise", "class": "mission_voice", "scope": "stadium", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d2f361a467dc982e84135f297986877f04f4ca4a7da92d0c0b6bb64a4876606c", "telemetry_sha256": "03b493a0cd3dfd1bbd8b5db1c8ca52fed8d88b517fb21633f3aabd5181f8fd77", "tokens_cl100k": {"telemetry": 1154, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-526", "edge_ue_thr_mbps": "cell-119"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0017", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi RAN team, please limit generic best-effort internet traffic to an upper ceiling of 70 percent of available radio resources on base stations where edge user throughput is at its minimum.", "telemetry": "KPM telemetry snapshot at 2026-10-21T10:08:21Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,O1_PM,82.1,116.8,55.0,24.73\ncell-114,north_cluster,E2_KPM,49.5,373.3,35.4,25.41\ncell-151,stadium,E2_KPM,79.0,111.9,47.0,4.87\ncell-151,stadium,O1_PM,72.9,541.1,53.2,22.46\ncell-171,hospital_zone,E2_KPM,21.8,452.1,27.0,20.49\ncell-171,hospital_zone,O1_PM,69.7,234.4,42.1,34.65\ncell-181,stadium,E2_KPM,49.5,161.2,31.7,26.45\ncell-181,stadium,O1_PM,55.4,41.5,38.8,31.39\ncell-186,hospital_zone,O1_PM,48.9,635.0,36.2,25.22\ncell-186,hospital_zone,E2_KPM,20.5,390.9,22.6,29.15\ncell-192,stadium,E2_KPM,21.0,385.6,25.9,20.46\ncell-192,stadium,O1_PM,37.4,383.3,27.7,10.70\ncell-403,south_cluster,E2_KPM,20.4,365.5,18.5,34.33\ncell-403,south_cluster,O1_PM,46.5,199.6,32.1,15.19\ncell-463,north_cluster,E2_KPM,74.1,436.4,43.2,17.78\ncell-463,north_cluster,O1_PM,27.1,260.3,20.3,18.27\ncell-488,south_cluster,O1_PM,54.9,501.1,39.5,29.35\ncell-488,south_cluster,E2_KPM,35.6,285.5,34.1,33.64\ncell-588,south_cluster,O1_PM,38.6,334.2,36.7,17.19\ncell-588,south_cluster,E2_KPM,42.4,486.3,32.6,4.81\ncell-647,south_cluster,O1_PM,16.0,314.5,16.9,26.86\ncell-647,south_cluster,E2_KPM,35.3,256.6,34.4,26.46\ncell-707,stadium,E2_KPM,53.2,241.3,44.5,13.65\ncell-707,stadium,O1_PM,52.7,453.4,37.9,21.74\ncell-726,south_cluster,O1_PM,78.7,355.8,54.8,13.27\ncell-726,south_cluster,E2_KPM,82.4,252.3,54.3,9.43\ncell-740,north_cluster,E2_KPM,56.6,597.6,38.9,13.61\ncell-740,north_cluster,O1_PM,26.1,558.6,24.8,12.88\ncell-770,hospital_zone,O1_PM,76.0,43.9,53.7,11.79\ncell-770,hospital_zone,E2_KPM,20.8,79.9,27.9,6.25\ncell-775,stadium,O1_PM,50.5,89.5,32.2,27.61\ncell-775,stadium,E2_KPM,82.4,118.8,49.7,1.34\ncell-786,hospital_zone,O1_PM,48.5,224.9,41.7,31.01\ncell-786,hospital_zone,E2_KPM,23.8,55.5,22.5,27.96\ncell-823,south_cluster,O1_PM,71.6,124.0,48.5,11.62\ncell-823,south_cluster,E2_KPM,79.4,561.8,51.5,22.53\ncell-830,north_cluster,O1_PM,76.4,180.6,52.2,16.94\ncell-830,north_cluster,E2_KPM,72.1,396.4,54.0,30.65\ncell-860,hospital_zone,O1_PM,58.1,313.7,44.4,7.75\ncell-860,hospital_zone,E2_KPM,19.1,320.2,23.8,16.86\ncell-929,north_cluster,O1_PM,54.1,333.1,35.9,0.94\ncell-929,north_cluster,E2_KPM,91.1,593.5,54.5,6.10\n", "truth": {"action": "cap_share", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b9ecb0ba0ef7bd6e88afbe728b72574cf540652b16fb4880713d2b74a56b6342", "telemetry_sha256": "1d964a57ed2b6f844244f2e6ca4062133a03ad82cdabc95127939f934d1f41b9", "tokens_cl100k": {"telemetry": 1154, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-929", "edge_ue_thr_mbps": "cell-775"}, "decoy_cell": "cell-929", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0018", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Operations Ticket: Demote automated machine closed-loop control communications to normal priority on sectors experiencing peak congestion until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-24T14:01:53Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-138,south_cluster,O1_PM,81.8,357.7,55.6,29.39\ncell-138,south_cluster,E2_KPM,30.7,265.9,29.4,25.74\ncell-181,north_cluster,O1_PM,40.9,400.3,30.0,34.11\ncell-181,north_cluster,E2_KPM,61.8,342.0,48.6,9.04\ncell-259,south_cluster,E2_KPM,23.2,287.4,17.7,0.61\ncell-259,south_cluster,O1_PM,43.3,600.2,36.5,18.77\ncell-274,hospital_zone,E2_KPM,43.5,149.8,34.1,27.70\ncell-274,hospital_zone,O1_PM,38.2,321.6,26.7,4.35\ncell-289,hospital_zone,E2_KPM,28.4,237.8,20.4,17.88\ncell-289,hospital_zone,O1_PM,71.8,498.9,43.0,34.18\ncell-344,south_cluster,E2_KPM,48.4,364.4,35.6,29.48\ncell-344,south_cluster,O1_PM,53.6,224.7,41.9,10.32\ncell-442,north_cluster,O1_PM,76.1,534.2,47.2,16.16\ncell-442,north_cluster,E2_KPM,59.9,603.8,47.8,9.61\ncell-505,stadium,O1_PM,72.1,72.1,48.9,29.63\ncell-505,stadium,E2_KPM,66.4,533.2,41.9,11.13\ncell-509,south_cluster,O1_PM,45.4,138.1,29.2,29.20\ncell-509,south_cluster,E2_KPM,82.3,405.3,51.7,20.56\ncell-510,hospital_zone,O1_PM,42.4,417.0,30.7,27.10\ncell-510,hospital_zone,E2_KPM,27.3,330.8,22.0,33.89\ncell-532,north_cluster,O1_PM,25.4,185.8,27.1,4.73\ncell-532,north_cluster,E2_KPM,73.8,285.3,52.6,33.28\ncell-544,stadium,E2_KPM,58.0,117.8,42.9,4.65\ncell-544,stadium,O1_PM,64.0,59.7,46.7,18.47\ncell-549,stadium,O1_PM,40.1,510.7,34.3,4.78\ncell-549,stadium,E2_KPM,66.2,192.4,50.3,31.62\ncell-638,north_cluster,E2_KPM,90.9,68.6,61.7,26.76\ncell-638,north_cluster,O1_PM,31.1,648.7,27.1,23.69\ncell-704,hospital_zone,O1_PM,67.7,226.8,44.0,24.91\ncell-704,hospital_zone,E2_KPM,63.8,384.8,38.1,20.11\ncell-712,north_cluster,E2_KPM,29.9,267.1,22.2,10.34\ncell-712,north_cluster,O1_PM,56.4,256.3,39.2,29.22\ncell-792,stadium,O1_PM,53.6,144.9,38.6,4.79\ncell-792,stadium,E2_KPM,49.9,48.4,40.3,26.32\ncell-843,hospital_zone,O1_PM,32.7,195.5,30.5,12.14\ncell-843,hospital_zone,E2_KPM,81.0,340.8,53.0,27.16\ncell-927,stadium,E2_KPM,50.9,72.2,41.9,14.83\ncell-927,stadium,O1_PM,60.4,449.9,42.1,15.68\ncell-958,stadium,E2_KPM,48.7,523.4,35.4,11.72\ncell-958,stadium,O1_PM,45.7,351.9,36.1,15.60\ncell-964,south_cluster,O1_PM,92.6,72.9,42.0,7.85\ncell-964,south_cluster,E2_KPM,15.9,117.1,24.3,14.82\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "30b362e14dc7a44806aa9e221ea52cc9595421aa27be1ba8be542ba2d28f867a", "telemetry_sha256": "8bf81d504e51226a921740b112a28f9d4186623abc57eefda94b6777cc190bbd", "tokens_cl100k": {"telemetry": 1152, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-638", "edge_ue_thr_mbps": "cell-259"}, "decoy_cell": "cell-964", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0019", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: please allocate a dedicated minimum share of 20% radio resource capacity for generic best-effort internet traffic on cells where fringe users observe poorest throughput for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-03T19:42:28Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,stadium,E2_KPM,37.1,162.3,32.8,33.51\ncell-124,stadium,O1_PM,68.8,237.7,48.0,26.76\ncell-152,stadium,O1_PM,72.7,118.0,50.6,22.86\ncell-152,stadium,E2_KPM,73.5,379.3,43.3,34.38\ncell-171,stadium,E2_KPM,54.3,354.2,35.5,18.87\ncell-171,stadium,O1_PM,50.6,253.1,40.7,11.08\ncell-201,north_cluster,E2_KPM,27.7,439.1,29.3,12.29\ncell-201,north_cluster,O1_PM,50.1,649.3,42.0,20.01\ncell-263,hospital_zone,E2_KPM,53.0,453.7,43.4,32.60\ncell-263,hospital_zone,O1_PM,50.8,156.7,32.7,14.38\ncell-267,north_cluster,O1_PM,36.7,387.8,27.5,29.93\ncell-267,north_cluster,E2_KPM,69.1,486.2,46.7,28.18\ncell-289,stadium,E2_KPM,24.8,560.1,18.9,34.33\ncell-289,stadium,O1_PM,56.2,95.9,35.2,17.37\ncell-351,hospital_zone,E2_KPM,77.1,425.6,53.0,16.24\ncell-351,hospital_zone,O1_PM,42.1,364.0,38.5,16.76\ncell-367,hospital_zone,E2_KPM,28.1,288.9,24.5,13.48\ncell-367,hospital_zone,O1_PM,33.3,546.6,29.6,6.86\ncell-408,south_cluster,O1_PM,49.2,638.7,36.5,28.39\ncell-408,south_cluster,E2_KPM,55.3,96.5,38.0,28.38\ncell-466,south_cluster,E2_KPM,42.9,46.1,32.2,18.03\ncell-466,south_cluster,O1_PM,43.8,562.3,37.6,28.17\ncell-541,stadium,O1_PM,36.3,627.1,25.7,0.49\ncell-541,stadium,E2_KPM,55.1,308.6,33.6,33.91\ncell-569,hospital_zone,O1_PM,25.4,291.9,28.7,6.62\ncell-569,hospital_zone,E2_KPM,86.0,314.0,51.6,6.70\ncell-629,south_cluster,O1_PM,51.6,49.2,42.1,23.15\ncell-629,south_cluster,E2_KPM,33.7,595.5,30.9,1.89\ncell-712,south_cluster,O1_PM,35.3,131.7,33.6,8.35\ncell-712,south_cluster,E2_KPM,35.0,84.2,27.6,6.69\ncell-715,hospital_zone,O1_PM,52.6,406.4,42.3,25.33\ncell-715,hospital_zone,E2_KPM,67.6,601.0,51.2,33.32\ncell-844,north_cluster,O1_PM,35.8,640.6,28.7,20.94\ncell-844,north_cluster,E2_KPM,33.7,347.0,29.4,14.20\ncell-898,hospital_zone,O1_PM,69.3,175.2,43.5,28.08\ncell-898,hospital_zone,E2_KPM,30.1,139.7,25.4,17.32\ncell-956,north_cluster,E2_KPM,39.2,337.3,32.7,7.77\ncell-956,north_cluster,O1_PM,50.5,218.9,42.5,31.14\ncell-962,south_cluster,O1_PM,59.3,184.1,40.7,26.49\ncell-962,south_cluster,E2_KPM,58.2,497.4,38.4,6.48\ncell-998,north_cluster,E2_KPM,69.6,224.9,42.5,15.58\ncell-998,north_cluster,O1_PM,42.6,207.9,32.8,33.27\n", "truth": {"action": "guarantee_share", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "20", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "0a8e9980d854784cc86e9fe38457f12e483f178e7e7135b24b1275235fb498ea", "telemetry_sha256": "0d5d6cc7b17ca311643abff748eb1776ad07b3e55af5c2e836b889de4227af45", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-569", "edge_ue_thr_mbps": "cell-629"}, "decoy_cell": "cell-541", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0020", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Pursuant to operating terms, the mobile network operator shall grant high priority queue scheduling to emergency first responder tactical voice communications on all radio sites where boundary subscribers endure lowest throughput for a 15-minute duration.", "telemetry": "KPM telemetry snapshot at 2026-10-04T19:53:09Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,stadium,E2_KPM,16.1,327.0,18.6,3.69\ncell-125,stadium,O1_PM,61.0,272.2,46.9,29.89\ncell-314,north_cluster,O1_PM,49.7,436.2,37.5,14.13\ncell-314,north_cluster,E2_KPM,64.8,522.4,38.6,28.96\ncell-331,hospital_zone,O1_PM,30.4,343.5,25.0,11.94\ncell-331,hospital_zone,E2_KPM,41.4,282.3,28.9,8.51\ncell-344,stadium,E2_KPM,31.9,635.6,32.7,10.93\ncell-344,stadium,O1_PM,54.2,549.0,34.7,24.97\ncell-377,north_cluster,E2_KPM,50.4,543.1,39.2,29.95\ncell-377,north_cluster,O1_PM,64.8,585.4,45.9,29.27\ncell-401,hospital_zone,E2_KPM,41.3,85.5,30.6,21.30\ncell-401,hospital_zone,O1_PM,68.2,509.7,47.8,23.89\ncell-403,hospital_zone,O1_PM,53.2,628.9,42.3,26.65\ncell-403,hospital_zone,E2_KPM,15.2,408.3,23.7,24.36\ncell-440,north_cluster,E2_KPM,61.4,123.0,42.6,0.60\ncell-440,north_cluster,O1_PM,52.0,183.9,36.4,18.14\ncell-467,south_cluster,E2_KPM,65.8,576.5,43.3,32.22\ncell-467,south_cluster,O1_PM,46.6,52.6,35.8,34.23\ncell-500,stadium,O1_PM,70.6,271.2,46.8,19.26\ncell-500,stadium,E2_KPM,71.6,398.3,52.5,15.57\ncell-502,south_cluster,O1_PM,25.9,568.3,21.4,22.01\ncell-502,south_cluster,E2_KPM,43.9,247.8,36.8,5.53\ncell-510,stadium,O1_PM,75.9,641.0,53.7,18.58\ncell-510,stadium,E2_KPM,49.1,473.4,37.4,3.76\ncell-525,hospital_zone,O1_PM,23.2,277.0,22.9,30.98\ncell-525,hospital_zone,E2_KPM,38.3,501.0,27.4,23.37\ncell-651,south_cluster,O1_PM,33.0,580.4,27.2,13.59\ncell-651,south_cluster,E2_KPM,84.5,50.7,59.9,23.58\ncell-687,south_cluster,O1_PM,68.1,135.7,44.1,32.57\ncell-687,south_cluster,E2_KPM,66.1,93.9,50.1,17.24\ncell-690,north_cluster,O1_PM,44.8,358.8,36.8,9.24\ncell-690,north_cluster,E2_KPM,15.6,427.4,20.8,18.38\ncell-722,hospital_zone,O1_PM,31.6,611.0,25.4,32.81\ncell-722,hospital_zone,E2_KPM,27.2,220.1,28.2,18.83\ncell-835,stadium,E2_KPM,92.6,520.5,60.5,18.36\ncell-835,stadium,O1_PM,70.6,411.8,42.8,29.91\ncell-871,north_cluster,O1_PM,40.5,149.3,32.7,18.48\ncell-871,north_cluster,E2_KPM,59.1,190.3,37.6,19.95\ncell-895,stadium,E2_KPM,21.2,464.2,26.0,10.24\ncell-895,stadium,O1_PM,17.8,558.6,19.2,4.39\ncell-932,south_cluster,O1_PM,30.0,586.9,28.1,17.01\ncell-932,south_cluster,E2_KPM,62.4,66.9,45.8,18.42\n", "truth": {"action": "prioritise", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7fbc5ca4905427ab9490cc72efa1fadbb9b14f8b3406a70fab36c967eab5dc4f", "telemetry_sha256": "c1b94d51ea7902b49b4bcc59e0a6bdf1ae87d3cdc595e69f0ac25e9bbb1606d3", "tokens_cl100k": {"telemetry": 1152, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-835", "edge_ue_thr_mbps": "cell-440"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0021", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure API note: Restrict interactive XR and cloud gaming streams to no more than 10 percent of radio channel resources on cells where fringe subscribers face lowest throughput for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-08T18:17:16Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,south_cluster,O1_PM,28.3,93.8,26.4,8.33\ncell-108,south_cluster,E2_KPM,29.9,306.3,27.9,18.05\ncell-111,hospital_zone,O1_PM,58.3,167.5,38.6,4.89\ncell-111,hospital_zone,E2_KPM,64.7,272.5,46.8,32.36\ncell-198,stadium,O1_PM,71.4,201.9,43.0,27.77\ncell-198,stadium,E2_KPM,67.7,514.8,45.4,19.21\ncell-295,south_cluster,E2_KPM,20.9,87.4,23.6,18.59\ncell-295,south_cluster,O1_PM,68.3,635.2,44.0,12.31\ncell-305,hospital_zone,E2_KPM,72.1,527.7,42.8,14.30\ncell-305,hospital_zone,O1_PM,79.6,149.9,51.9,24.84\ncell-311,south_cluster,O1_PM,81.3,45.6,52.0,12.61\ncell-311,south_cluster,E2_KPM,89.3,301.0,52.4,30.11\ncell-408,hospital_zone,O1_PM,55.8,195.4,40.2,9.27\ncell-408,hospital_zone,E2_KPM,73.0,116.2,46.0,31.34\ncell-468,stadium,E2_KPM,27.0,438.6,21.9,1.22\ncell-468,stadium,O1_PM,65.4,268.2,45.3,5.48\ncell-555,north_cluster,E2_KPM,60.5,159.0,43.9,11.18\ncell-555,north_cluster,O1_PM,33.8,249.0,27.4,25.56\ncell-564,north_cluster,O1_PM,19.5,182.5,18.2,24.02\ncell-564,north_cluster,E2_KPM,56.7,557.3,43.2,13.69\ncell-587,north_cluster,O1_PM,70.9,424.1,53.2,4.96\ncell-587,north_cluster,E2_KPM,29.6,634.3,31.8,25.05\ncell-641,south_cluster,E2_KPM,25.8,635.2,24.4,13.02\ncell-641,south_cluster,O1_PM,74.5,129.0,53.2,0.98\ncell-714,hospital_zone,E2_KPM,16.8,483.5,25.4,25.96\ncell-714,hospital_zone,O1_PM,57.1,576.2,46.2,5.88\ncell-735,north_cluster,E2_KPM,32.4,264.5,31.9,20.79\ncell-735,north_cluster,O1_PM,80.4,395.5,55.4,4.33\ncell-834,north_cluster,E2_KPM,54.8,338.3,34.2,8.66\ncell-834,north_cluster,O1_PM,53.3,315.9,43.9,25.64\ncell-862,stadium,E2_KPM,61.1,589.3,46.4,32.19\ncell-862,stadium,O1_PM,40.0,238.5,29.3,27.29\ncell-902,stadium,E2_KPM,72.4,78.1,43.9,26.29\ncell-902,stadium,O1_PM,16.8,67.6,14.7,22.97\ncell-920,south_cluster,E2_KPM,42.6,199.3,38.5,7.37\ncell-920,south_cluster,O1_PM,24.2,318.5,19.9,33.43\ncell-921,stadium,E2_KPM,74.4,170.5,50.7,34.69\ncell-921,stadium,O1_PM,46.2,344.4,36.8,11.06\ncell-969,south_cluster,E2_KPM,21.0,586.3,26.4,33.61\ncell-969,south_cluster,O1_PM,51.9,75.1,38.1,10.74\ncell-977,hospital_zone,E2_KPM,23.3,269.5,21.5,19.43\ncell-977,hospital_zone,O1_PM,74.2,93.2,44.3,6.51\n", "truth": {"action": "cap_share", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "10", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "af6a04fffe044e1b39016051db27f5e1625c0d21afefd40297a878747c34412e", "telemetry_sha256": "d159a45060362aaadd6b28ebae89761b90607c358002c053d1660477d42ca582", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-311", "edge_ue_thr_mbps": "cell-468"}, "decoy_cell": "cell-641", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0022", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Please step down first-responder tactical voice transmissions to normal priority across the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-15T07:18:12Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-154,north_cluster,E2_KPM,71.4,312.0,45.5,13.89\ncell-154,north_cluster,O1_PM,75.5,486.7,44.4,6.48\ncell-245,stadium,E2_KPM,41.5,472.8,30.5,4.38\ncell-245,stadium,O1_PM,38.4,141.1,26.6,10.65\ncell-321,north_cluster,E2_KPM,15.4,464.6,22.6,0.69\ncell-321,north_cluster,O1_PM,43.5,280.4,35.8,22.83\ncell-344,south_cluster,O1_PM,19.7,590.1,23.4,25.06\ncell-344,south_cluster,E2_KPM,90.6,495.4,53.6,32.94\ncell-345,south_cluster,O1_PM,26.7,394.2,21.1,15.41\ncell-345,south_cluster,E2_KPM,65.0,45.5,46.2,6.92\ncell-435,hospital_zone,O1_PM,51.9,246.3,43.4,33.62\ncell-435,hospital_zone,E2_KPM,38.5,110.6,33.9,6.45\ncell-479,hospital_zone,O1_PM,58.8,60.3,47.2,18.60\ncell-479,hospital_zone,E2_KPM,63.9,100.4,38.9,12.75\ncell-498,hospital_zone,E2_KPM,37.4,467.5,36.1,9.27\ncell-498,hospital_zone,O1_PM,93.0,600.0,33.0,10.34\ncell-563,stadium,E2_KPM,72.3,295.3,53.3,20.63\ncell-563,stadium,O1_PM,17.8,97.8,16.6,28.87\ncell-569,south_cluster,E2_KPM,29.1,578.5,23.7,30.95\ncell-569,south_cluster,O1_PM,77.6,89.0,49.0,27.23\ncell-678,stadium,O1_PM,78.6,333.0,48.3,5.60\ncell-678,stadium,E2_KPM,37.5,245.7,30.0,19.83\ncell-821,south_cluster,O1_PM,79.6,301.6,55.9,4.10\ncell-821,south_cluster,E2_KPM,49.1,100.5,37.7,12.81\ncell-853,south_cluster,O1_PM,38.8,350.7,31.7,10.15\ncell-853,south_cluster,E2_KPM,80.2,536.2,55.9,8.11\ncell-856,stadium,O1_PM,48.6,495.5,41.2,33.80\ncell-856,stadium,E2_KPM,16.2,135.0,17.1,15.36\ncell-875,north_cluster,O1_PM,32.5,487.6,28.4,29.95\ncell-875,north_cluster,E2_KPM,78.7,458.7,51.6,33.77\ncell-927,stadium,O1_PM,26.8,475.0,22.1,20.24\ncell-927,stadium,E2_KPM,29.6,185.2,21.5,28.19\ncell-951,north_cluster,E2_KPM,70.5,60.1,42.3,34.35\ncell-951,north_cluster,O1_PM,76.4,510.1,47.9,7.24\ncell-964,hospital_zone,E2_KPM,43.8,170.8,34.7,30.17\ncell-964,hospital_zone,O1_PM,18.2,302.7,20.3,9.33\ncell-966,north_cluster,E2_KPM,54.9,270.3,39.9,27.25\ncell-966,north_cluster,O1_PM,21.4,585.1,23.7,19.47\ncell-967,south_cluster,E2_KPM,22.3,165.0,25.8,8.28\ncell-967,south_cluster,O1_PM,27.4,484.5,22.4,26.66\ncell-996,hospital_zone,E2_KPM,28.7,592.2,21.1,21.13\ncell-996,hospital_zone,O1_PM,27.8,269.9,24.6,8.18\n", "truth": {"action": "deprioritise", "class": "mission_voice", "scope": "stadium", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "bb4d3937bacfab340330abd737c3af149b2f14a48c65fa176e4d49b432a79b7c", "telemetry_sha256": "d4f3ada501f7422587819b3d6ad4d2f00f1afabdfd0e55af372584d1fcf5f3b0", "tokens_cl100k": {"telemetry": 1154, "text": 17}, "extreme_cells": {"prb_util_pct": "cell-344", "edge_ue_thr_mbps": "cell-321"}, "decoy_cell": "cell-498"}}
+{"case_id": "ranintent_v1_test_0023", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi all, please clear all active traffic priority adjustments for first responder voice communication talkgroups in the north cluster and restore them to baseline operational settings.", "telemetry": "KPM telemetry snapshot at 2026-10-17T20:55:28Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,north_cluster,E2_KPM,73.0,490.7,51.4,10.79\ncell-116,north_cluster,O1_PM,19.4,643.8,19.8,28.52\ncell-117,north_cluster,E2_KPM,54.6,519.5,38.9,11.87\ncell-117,north_cluster,O1_PM,62.1,456.9,44.3,18.10\ncell-137,stadium,E2_KPM,45.4,411.6,33.9,26.37\ncell-137,stadium,O1_PM,16.1,172.2,20.5,15.20\ncell-143,north_cluster,O1_PM,57.0,92.7,41.0,34.20\ncell-143,north_cluster,E2_KPM,34.8,563.4,34.9,8.76\ncell-262,north_cluster,E2_KPM,87.3,324.0,57.4,26.65\ncell-262,north_cluster,O1_PM,71.8,396.4,47.3,20.11\ncell-292,south_cluster,O1_PM,51.0,426.5,34.2,10.24\ncell-292,south_cluster,E2_KPM,34.5,646.9,33.7,1.70\ncell-378,south_cluster,O1_PM,77.1,123.3,47.8,7.98\ncell-378,south_cluster,E2_KPM,21.0,422.5,28.0,24.30\ncell-442,south_cluster,E2_KPM,26.5,395.6,25.2,27.60\ncell-442,south_cluster,O1_PM,75.1,582.2,53.0,22.59\ncell-501,hospital_zone,E2_KPM,16.8,477.1,23.7,18.96\ncell-501,hospital_zone,O1_PM,47.6,252.0,32.0,14.36\ncell-522,stadium,E2_KPM,62.3,272.1,38.9,23.15\ncell-522,stadium,O1_PM,15.2,588.8,22.5,21.70\ncell-558,stadium,O1_PM,50.4,490.1,38.2,23.40\ncell-558,stadium,E2_KPM,23.4,418.5,24.1,19.20\ncell-613,hospital_zone,E2_KPM,34.1,171.1,23.1,5.97\ncell-613,hospital_zone,O1_PM,19.6,437.7,27.2,17.50\ncell-627,stadium,E2_KPM,44.8,169.1,36.7,20.14\ncell-627,stadium,O1_PM,35.1,595.1,24.3,17.73\ncell-635,hospital_zone,E2_KPM,47.3,638.9,34.4,34.04\ncell-635,hospital_zone,O1_PM,47.9,597.8,36.8,25.29\ncell-637,south_cluster,E2_KPM,43.0,177.8,37.8,15.19\ncell-637,south_cluster,O1_PM,17.8,445.4,24.0,17.84\ncell-712,north_cluster,E2_KPM,32.2,549.4,22.9,8.96\ncell-712,north_cluster,O1_PM,58.5,558.6,39.6,26.18\ncell-810,hospital_zone,O1_PM,89.2,548.5,30.6,6.32\ncell-810,hospital_zone,E2_KPM,60.4,588.1,40.5,9.37\ncell-840,hospital_zone,E2_KPM,52.7,525.1,35.8,31.83\ncell-840,hospital_zone,O1_PM,56.4,600.8,34.8,9.42\ncell-957,stadium,O1_PM,35.3,413.5,25.5,16.79\ncell-957,stadium,E2_KPM,55.8,327.3,41.2,17.76\ncell-984,south_cluster,O1_PM,39.5,303.6,33.3,6.95\ncell-984,south_cluster,E2_KPM,23.8,512.4,18.5,18.97\ncell-997,north_cluster,E2_KPM,74.8,475.7,55.4,18.33\ncell-997,north_cluster,O1_PM,61.0,437.6,40.2,23.91\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "af9b2876f2052c2618d016f1c179b5ae5e00668f9586f2f8786557be4401845b", "telemetry_sha256": "f89491017edbf5dbc56643b8ba16a50fed0600391b45cb00937b2ed1922726b2", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-262", "edge_ue_thr_mbps": "cell-292"}, "decoy_cell": "cell-810"}}
+{"case_id": "ranintent_v1_test_0024", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket: Boost automated machinery feedback control communications to critical highest priority across the hospital zone for a duration of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-19T13:45:06Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,E2_KPM,29.6,237.9,31.0,19.57\ncell-109,south_cluster,O1_PM,17.4,542.2,19.9,16.71\ncell-220,south_cluster,E2_KPM,28.2,573.8,26.8,21.03\ncell-220,south_cluster,O1_PM,51.4,55.1,39.0,8.47\ncell-319,south_cluster,E2_KPM,62.2,422.3,47.3,1.85\ncell-319,south_cluster,O1_PM,61.6,313.1,41.1,21.28\ncell-342,north_cluster,E2_KPM,64.5,447.7,43.3,8.20\ncell-342,north_cluster,O1_PM,25.5,140.7,21.4,31.60\ncell-370,north_cluster,E2_KPM,35.8,383.7,26.5,10.00\ncell-370,north_cluster,O1_PM,72.8,240.2,53.9,22.79\ncell-380,north_cluster,E2_KPM,60.8,525.8,45.8,16.69\ncell-380,north_cluster,O1_PM,51.6,189.0,34.9,5.09\ncell-404,stadium,E2_KPM,80.9,236.2,55.7,20.00\ncell-404,stadium,O1_PM,47.8,108.1,41.5,25.76\ncell-415,south_cluster,O1_PM,57.8,335.4,43.0,26.03\ncell-415,south_cluster,E2_KPM,70.1,304.4,42.7,31.40\ncell-456,stadium,E2_KPM,60.4,168.0,45.0,12.71\ncell-456,stadium,O1_PM,77.0,446.6,50.7,14.68\ncell-477,stadium,O1_PM,31.5,609.5,32.6,6.91\ncell-477,stadium,E2_KPM,34.6,447.8,30.1,23.44\ncell-600,north_cluster,O1_PM,46.8,152.2,29.4,10.16\ncell-600,north_cluster,E2_KPM,47.0,544.6,33.1,16.27\ncell-606,hospital_zone,E2_KPM,37.6,236.2,25.0,17.78\ncell-606,hospital_zone,O1_PM,93.8,63.5,36.2,26.51\ncell-650,hospital_zone,O1_PM,33.3,141.0,24.0,34.00\ncell-650,hospital_zone,E2_KPM,81.5,607.6,57.1,25.19\ncell-707,hospital_zone,O1_PM,75.4,437.6,52.6,12.06\ncell-707,hospital_zone,E2_KPM,53.2,438.0,35.3,24.84\ncell-714,stadium,O1_PM,50.5,45.6,37.1,12.25\ncell-714,stadium,E2_KPM,53.9,256.8,35.2,34.20\ncell-789,north_cluster,E2_KPM,24.9,331.3,19.1,6.67\ncell-789,north_cluster,O1_PM,67.9,435.0,49.8,34.82\ncell-808,stadium,E2_KPM,72.7,195.1,48.0,9.07\ncell-808,stadium,O1_PM,19.3,646.9,21.8,16.83\ncell-816,south_cluster,E2_KPM,16.0,616.8,17.1,32.52\ncell-816,south_cluster,O1_PM,34.0,71.1,28.8,21.04\ncell-844,stadium,O1_PM,67.0,47.5,48.3,31.27\ncell-844,stadium,E2_KPM,91.7,294.4,63.8,15.44\ncell-886,hospital_zone,E2_KPM,69.4,452.4,47.2,30.51\ncell-886,hospital_zone,O1_PM,42.7,156.6,28.7,24.49\ncell-942,hospital_zone,O1_PM,27.6,149.7,25.3,28.72\ncell-942,hospital_zone,E2_KPM,34.6,166.5,26.8,18.61\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3909c2b6c1f65567de876ca68b8958133327e5113e8f0e13b15f1ae7c96be523", "telemetry_sha256": "5dfd497cae5fdeb0648f97599ef388f26afdeece391be99b88760286f3df7fef", "tokens_cl100k": {"telemetry": 1152, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-844", "edge_ue_thr_mbps": "cell-319"}, "decoy_cell": "cell-606"}}
+{"case_id": "ranintent_v1_test_0025", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: boost interactive cloud gaming and XR traffic to top-level critical priority across the stadium cluster until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-10T17:24:47Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-179,hospital_zone,E2_KPM,53.5,107.7,41.4,9.76\ncell-179,hospital_zone,O1_PM,77.2,75.4,46.0,23.28\ncell-281,hospital_zone,E2_KPM,92.1,97.7,55.6,24.07\ncell-281,hospital_zone,O1_PM,26.9,363.8,29.5,11.71\ncell-324,stadium,E2_KPM,67.2,362.0,42.6,33.33\ncell-324,stadium,O1_PM,45.5,259.1,38.6,14.96\ncell-342,north_cluster,O1_PM,80.4,510.0,47.4,5.88\ncell-342,north_cluster,E2_KPM,47.8,428.6,32.8,20.17\ncell-351,south_cluster,O1_PM,26.8,590.0,29.4,32.14\ncell-351,south_cluster,E2_KPM,82.3,226.1,53.4,34.78\ncell-384,north_cluster,O1_PM,31.6,192.3,33.0,4.93\ncell-384,north_cluster,E2_KPM,44.2,596.4,40.0,13.49\ncell-410,north_cluster,O1_PM,45.9,432.6,37.6,14.28\ncell-410,north_cluster,E2_KPM,63.5,94.2,46.3,23.86\ncell-488,stadium,O1_PM,42.8,436.7,38.3,5.66\ncell-488,stadium,E2_KPM,44.5,619.4,36.5,28.88\ncell-520,south_cluster,O1_PM,75.8,359.8,49.2,11.95\ncell-520,south_cluster,E2_KPM,54.8,248.4,37.7,16.84\ncell-548,north_cluster,E2_KPM,60.5,171.6,39.9,20.32\ncell-548,north_cluster,O1_PM,82.3,632.4,57.5,19.38\ncell-723,south_cluster,E2_KPM,19.5,82.1,27.4,7.15\ncell-723,south_cluster,O1_PM,47.2,398.0,36.2,33.76\ncell-727,hospital_zone,E2_KPM,45.7,358.6,30.3,34.18\ncell-727,hospital_zone,O1_PM,80.7,337.3,56.6,33.88\ncell-745,hospital_zone,O1_PM,15.1,263.3,16.3,31.64\ncell-745,hospital_zone,E2_KPM,55.3,177.1,34.3,20.17\ncell-778,hospital_zone,E2_KPM,31.9,623.5,28.0,17.34\ncell-778,hospital_zone,O1_PM,77.6,469.6,55.8,22.70\ncell-813,stadium,O1_PM,82.4,80.8,49.4,11.93\ncell-813,stadium,E2_KPM,31.8,218.4,24.9,33.52\ncell-898,north_cluster,O1_PM,25.4,585.8,28.3,25.01\ncell-898,north_cluster,E2_KPM,67.7,300.9,48.7,24.88\ncell-938,stadium,O1_PM,94.2,450.7,22.1,18.51\ncell-938,stadium,E2_KPM,75.2,618.0,50.1,31.76\ncell-945,south_cluster,E2_KPM,24.0,503.6,23.1,34.25\ncell-945,south_cluster,O1_PM,25.3,418.5,24.4,24.17\ncell-962,stadium,O1_PM,46.8,582.4,33.9,11.30\ncell-962,stadium,E2_KPM,62.6,584.9,48.7,24.44\ncell-976,south_cluster,E2_KPM,57.4,458.7,42.4,34.91\ncell-976,south_cluster,O1_PM,71.5,310.2,50.3,15.54\ncell-994,north_cluster,O1_PM,49.9,527.0,36.7,10.41\ncell-994,north_cluster,E2_KPM,27.0,521.8,22.9,0.81\n", "truth": {"action": "prioritise", "class": "xr_gaming", "scope": "stadium", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2014bb21ed4aeee816122f1ef58838191575a65cfdf237f5b83513b387b6ddf6", "telemetry_sha256": "6ca52c71c0fb92001ee0be464ae58e808290c307e58fb68828ded07a84fe8c45", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-281", "edge_ue_thr_mbps": "cell-994"}, "decoy_cell": "cell-938"}}
+{"case_id": "ranintent_v1_test_0026", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "The service provider agrees to guarantee a maximum packet latency of 50 ms for interactive cloud gaming and XR streams on cells suffering extreme load until the active incident resolves.", "telemetry": "KPM telemetry snapshot at 2026-10-21T08:04:22Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,O1_PM,16.9,367.9,17.2,33.95\ncell-113,south_cluster,E2_KPM,33.0,82.5,28.4,28.22\ncell-120,stadium,E2_KPM,43.9,85.4,36.0,13.36\ncell-120,stadium,O1_PM,63.2,142.9,45.6,5.75\ncell-202,south_cluster,E2_KPM,76.2,55.6,47.1,22.78\ncell-202,south_cluster,O1_PM,45.6,225.0,35.5,12.13\ncell-221,hospital_zone,O1_PM,55.0,51.2,42.0,4.98\ncell-221,hospital_zone,E2_KPM,42.3,214.3,38.5,29.72\ncell-291,stadium,O1_PM,66.9,275.0,43.7,31.98\ncell-291,stadium,E2_KPM,52.2,344.6,35.0,5.34\ncell-315,north_cluster,O1_PM,26.1,224.5,19.5,33.77\ncell-315,north_cluster,E2_KPM,65.3,414.3,43.0,26.57\ncell-323,south_cluster,E2_KPM,61.2,549.9,36.9,21.12\ncell-323,south_cluster,O1_PM,45.6,315.3,39.1,26.44\ncell-336,north_cluster,O1_PM,18.5,397.9,15.5,19.97\ncell-336,north_cluster,E2_KPM,55.1,534.9,43.8,5.26\ncell-459,north_cluster,E2_KPM,21.0,197.3,19.1,1.60\ncell-459,north_cluster,O1_PM,20.5,382.2,17.8,15.95\ncell-504,hospital_zone,E2_KPM,68.9,516.8,46.5,13.21\ncell-504,hospital_zone,O1_PM,38.5,308.2,31.0,16.03\ncell-513,stadium,O1_PM,21.8,530.7,21.0,27.69\ncell-513,stadium,E2_KPM,24.7,579.1,28.8,33.29\ncell-537,north_cluster,E2_KPM,42.4,398.9,34.4,20.94\ncell-537,north_cluster,O1_PM,79.0,140.4,50.3,28.34\ncell-586,stadium,O1_PM,61.2,406.8,47.0,8.31\ncell-586,stadium,E2_KPM,45.2,268.5,34.4,31.64\ncell-627,hospital_zone,E2_KPM,88.4,498.9,55.6,34.41\ncell-627,hospital_zone,O1_PM,18.2,648.0,27.0,32.12\ncell-748,north_cluster,E2_KPM,59.6,404.8,44.9,4.94\ncell-748,north_cluster,O1_PM,40.8,244.5,34.6,23.71\ncell-788,hospital_zone,E2_KPM,33.1,271.4,27.4,10.16\ncell-788,hospital_zone,O1_PM,20.8,249.9,25.8,22.03\ncell-797,south_cluster,O1_PM,78.5,186.3,48.1,22.32\ncell-797,south_cluster,E2_KPM,20.9,322.6,18.0,15.64\ncell-916,hospital_zone,E2_KPM,24.2,633.7,19.0,22.68\ncell-916,hospital_zone,O1_PM,29.4,68.4,27.3,10.01\ncell-989,stadium,E2_KPM,52.7,140.8,34.2,17.29\ncell-989,stadium,O1_PM,34.4,62.8,32.2,19.03\ncell-992,south_cluster,E2_KPM,30.0,502.4,30.0,17.32\ncell-992,south_cluster,O1_PM,76.3,426.2,50.2,16.12\ncell-996,south_cluster,E2_KPM,77.4,89.5,48.4,19.76\ncell-996,south_cluster,O1_PM,79.7,105.5,55.4,18.01\n", "truth": {"action": "set_latency_target", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "50", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5d4525eef54ad6acda4a4485abf690f625df232d785cc379ab5f8dd7790c5428", "telemetry_sha256": "96e4bbc169b4d56499dc9da79fa7978aef71b33f01596e66c69ab5184b3ffd39", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-627", "edge_ue_thr_mbps": "cell-459"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0027", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Assign critical highest-level priority to automated machinery feedback loop communications in the north cluster until specifically revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-01T13:12:38Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,north_cluster,E2_KPM,29.5,227.8,32.7,20.14\ncell-122,north_cluster,O1_PM,67.7,639.7,49.6,9.89\ncell-140,south_cluster,O1_PM,73.6,129.9,48.1,17.39\ncell-140,south_cluster,E2_KPM,42.6,413.4,37.2,15.92\ncell-160,hospital_zone,E2_KPM,61.5,188.5,48.4,18.51\ncell-160,hospital_zone,O1_PM,35.3,65.7,28.8,31.54\ncell-171,north_cluster,E2_KPM,37.5,63.1,25.2,16.59\ncell-171,north_cluster,O1_PM,52.8,490.7,38.1,22.70\ncell-173,north_cluster,E2_KPM,41.5,587.5,28.9,11.13\ncell-173,north_cluster,O1_PM,54.8,424.7,38.8,20.12\ncell-225,stadium,E2_KPM,76.6,124.7,56.0,0.74\ncell-225,stadium,O1_PM,18.3,211.0,26.0,16.24\ncell-312,stadium,O1_PM,72.6,319.4,49.6,23.13\ncell-312,stadium,E2_KPM,45.6,193.3,37.9,30.70\ncell-374,north_cluster,O1_PM,29.1,390.0,22.5,9.98\ncell-374,north_cluster,E2_KPM,40.2,233.5,37.1,19.20\ncell-455,hospital_zone,E2_KPM,86.3,388.1,58.9,27.46\ncell-455,hospital_zone,O1_PM,78.1,533.5,56.0,25.69\ncell-457,hospital_zone,O1_PM,49.5,252.0,37.3,3.97\ncell-457,hospital_zone,E2_KPM,58.9,555.0,43.2,22.99\ncell-515,hospital_zone,O1_PM,30.1,602.0,30.2,9.39\ncell-515,hospital_zone,E2_KPM,19.5,460.0,20.0,19.04\ncell-544,hospital_zone,E2_KPM,75.1,311.4,46.2,30.65\ncell-544,hospital_zone,O1_PM,51.7,496.1,41.5,20.71\ncell-569,stadium,E2_KPM,63.4,306.2,39.0,15.91\ncell-569,stadium,O1_PM,22.2,434.4,27.3,29.23\ncell-618,hospital_zone,E2_KPM,45.6,45.0,39.2,10.84\ncell-618,hospital_zone,O1_PM,29.4,575.3,27.5,20.90\ncell-712,north_cluster,O1_PM,30.1,612.3,28.3,25.54\ncell-712,north_cluster,E2_KPM,27.1,303.5,20.7,6.34\ncell-810,south_cluster,O1_PM,28.7,606.7,26.9,31.03\ncell-810,south_cluster,E2_KPM,19.3,629.0,25.2,30.83\ncell-845,stadium,E2_KPM,19.5,128.8,18.9,4.41\ncell-845,stadium,O1_PM,49.8,597.5,36.0,29.88\ncell-866,stadium,E2_KPM,54.8,296.7,35.1,29.19\ncell-866,stadium,O1_PM,27.2,263.7,31.1,28.68\ncell-874,south_cluster,O1_PM,23.2,603.4,21.7,32.52\ncell-874,south_cluster,E2_KPM,74.8,618.7,44.2,15.88\ncell-882,south_cluster,E2_KPM,52.0,567.7,33.3,15.62\ncell-882,south_cluster,O1_PM,33.6,632.8,34.6,25.67\ncell-917,south_cluster,E2_KPM,56.5,378.9,45.2,12.31\ncell-917,south_cluster,O1_PM,60.4,230.7,47.1,4.09\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "north_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "857bb85acd72d89db7702762bf6a470e74e90e118359a7f07881d40667f81c39", "telemetry_sha256": "66c21e9285134734e5fd309c59679b8713186434a77fcfb53d9232972421e9a1", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-455", "edge_ue_thr_mbps": "cell-225"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0028", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Assistant, keep latency under 100 ms for our sensor and meter updates on the most congested cells until I revoke it.", "telemetry": "KPM telemetry snapshot at 2026-10-23T18:31:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,north_cluster,O1_PM,40.0,338.8,32.0,11.51\ncell-153,north_cluster,E2_KPM,65.5,470.1,44.0,12.51\ncell-173,hospital_zone,O1_PM,23.2,113.8,26.5,13.76\ncell-173,hospital_zone,E2_KPM,49.6,342.5,39.2,19.68\ncell-199,hospital_zone,O1_PM,45.0,532.6,39.2,34.54\ncell-199,hospital_zone,E2_KPM,57.3,81.3,37.1,0.47\ncell-226,stadium,O1_PM,25.5,469.1,19.3,15.30\ncell-226,stadium,E2_KPM,68.5,321.3,42.2,11.77\ncell-265,stadium,O1_PM,67.7,217.1,49.1,26.88\ncell-265,stadium,E2_KPM,88.3,42.0,52.7,3.58\ncell-311,south_cluster,E2_KPM,67.3,558.3,39.9,16.66\ncell-311,south_cluster,O1_PM,61.9,552.4,44.7,19.81\ncell-352,hospital_zone,O1_PM,54.0,179.2,36.2,21.29\ncell-352,hospital_zone,E2_KPM,36.2,295.6,30.7,34.74\ncell-390,stadium,O1_PM,48.6,404.6,32.2,34.62\ncell-390,stadium,E2_KPM,53.5,195.2,37.9,16.19\ncell-400,stadium,O1_PM,40.2,154.6,26.7,18.06\ncell-400,stadium,E2_KPM,23.5,605.8,21.8,12.98\ncell-402,south_cluster,E2_KPM,28.3,597.9,31.5,19.32\ncell-402,south_cluster,O1_PM,41.2,192.5,34.6,27.99\ncell-438,hospital_zone,O1_PM,70.4,514.0,52.8,28.33\ncell-438,hospital_zone,E2_KPM,59.1,299.0,41.8,18.56\ncell-502,north_cluster,O1_PM,66.2,523.1,47.2,27.67\ncell-502,north_cluster,E2_KPM,71.2,172.7,53.0,10.29\ncell-655,south_cluster,E2_KPM,50.4,381.2,35.4,34.13\ncell-655,south_cluster,O1_PM,63.6,403.8,41.6,9.56\ncell-725,north_cluster,E2_KPM,73.8,141.9,46.3,19.75\ncell-725,north_cluster,O1_PM,31.1,473.0,25.8,16.40\ncell-733,north_cluster,E2_KPM,57.6,116.3,41.0,28.47\ncell-733,north_cluster,O1_PM,50.3,317.3,43.1,20.96\ncell-738,north_cluster,E2_KPM,50.7,403.7,34.0,32.55\ncell-738,north_cluster,O1_PM,30.1,365.0,31.1,31.63\ncell-756,south_cluster,O1_PM,56.3,58.9,41.7,26.70\ncell-756,south_cluster,E2_KPM,37.8,269.7,28.4,18.14\ncell-764,stadium,O1_PM,75.1,296.6,49.1,26.44\ncell-764,stadium,E2_KPM,54.2,204.3,42.4,12.94\ncell-801,hospital_zone,E2_KPM,53.4,536.8,42.5,31.48\ncell-801,hospital_zone,O1_PM,90.7,246.5,45.5,20.74\ncell-940,south_cluster,E2_KPM,76.5,295.9,46.0,27.32\ncell-940,south_cluster,O1_PM,40.6,476.5,28.5,9.04\ncell-994,north_cluster,E2_KPM,58.7,49.7,44.6,14.54\ncell-994,north_cluster,O1_PM,29.2,287.3,26.4,5.88\n", "truth": {"action": "set_latency_target", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "100", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5abed37ebceb0856c72042b74b4cc09941500404c54d3a3dff4617b878d3d38c", "telemetry_sha256": "db42c4e2480d328a12c8c1f5c08dbc8a8dc0b41c87a3b52835a30d06631ba00f", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-265", "edge_ue_thr_mbps": "cell-199"}, "decoy_cell": "cell-801", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0029", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi operations, please bump subscriber streaming video traffic to critical highest priority across the south cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-14T18:21:19Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,stadium,O1_PM,79.2,411.3,50.3,29.08\ncell-101,stadium,E2_KPM,60.1,458.5,41.4,32.34\ncell-191,stadium,E2_KPM,89.1,312.9,56.4,7.83\ncell-191,stadium,O1_PM,31.9,291.4,26.8,14.46\ncell-251,hospital_zone,E2_KPM,80.5,543.2,57.3,25.76\ncell-251,hospital_zone,O1_PM,59.8,516.8,39.1,23.81\ncell-337,south_cluster,E2_KPM,39.6,391.7,28.0,15.85\ncell-337,south_cluster,O1_PM,77.0,596.7,53.9,14.88\ncell-383,hospital_zone,O1_PM,91.2,67.4,46.9,26.87\ncell-383,hospital_zone,E2_KPM,51.0,459.5,38.7,28.09\ncell-413,south_cluster,E2_KPM,15.3,262.5,19.2,5.67\ncell-413,south_cluster,O1_PM,43.4,143.9,34.3,22.08\ncell-429,south_cluster,E2_KPM,48.8,327.6,33.2,21.94\ncell-429,south_cluster,O1_PM,37.2,269.6,27.7,23.60\ncell-480,hospital_zone,E2_KPM,23.4,455.8,24.0,26.86\ncell-480,hospital_zone,O1_PM,61.6,422.9,42.3,12.56\ncell-485,stadium,E2_KPM,81.0,365.8,46.9,25.18\ncell-485,stadium,O1_PM,43.2,316.0,39.2,21.69\ncell-495,north_cluster,O1_PM,42.9,72.1,31.4,13.61\ncell-495,north_cluster,E2_KPM,43.5,378.4,29.1,13.01\ncell-500,north_cluster,O1_PM,44.8,638.3,28.5,13.09\ncell-500,north_cluster,E2_KPM,39.7,374.7,30.0,27.08\ncell-579,south_cluster,E2_KPM,17.2,603.2,20.2,0.48\ncell-579,south_cluster,O1_PM,72.0,270.8,53.4,12.73\ncell-624,hospital_zone,O1_PM,70.5,436.4,41.4,3.92\ncell-624,hospital_zone,E2_KPM,74.3,333.5,48.5,20.63\ncell-692,stadium,E2_KPM,56.0,323.1,43.0,10.41\ncell-692,stadium,O1_PM,58.3,215.9,44.3,7.02\ncell-747,south_cluster,O1_PM,71.6,339.1,48.1,34.37\ncell-747,south_cluster,E2_KPM,63.5,241.2,49.2,8.25\ncell-819,north_cluster,E2_KPM,16.8,494.0,14.9,19.23\ncell-819,north_cluster,O1_PM,32.4,192.0,33.4,6.37\ncell-841,north_cluster,O1_PM,26.4,314.3,26.3,7.87\ncell-841,north_cluster,E2_KPM,37.4,222.7,29.3,16.39\ncell-843,hospital_zone,O1_PM,79.1,576.9,53.5,18.51\ncell-843,hospital_zone,E2_KPM,58.0,626.7,39.8,17.01\ncell-955,stadium,E2_KPM,48.3,517.9,39.4,9.91\ncell-955,stadium,O1_PM,37.3,581.5,27.4,14.98\ncell-959,north_cluster,O1_PM,69.2,151.1,43.4,21.82\ncell-959,north_cluster,E2_KPM,78.7,45.3,49.5,4.01\ncell-998,hospital_zone,E2_KPM,54.2,116.7,33.3,22.55\ncell-998,hospital_zone,O1_PM,53.7,592.5,34.8,25.06\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "58ccc8f486f0b861f14059c04a55ed683ec25eca6f20a9454072c7066ef238e0", "telemetry_sha256": "9bb540fb773b3ea901c0174f3e923a1c600a87e57a43260a7f5ce45bdbb657ae", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-191", "edge_ue_thr_mbps": "cell-579"}, "decoy_cell": "cell-383"}}
+{"case_id": "ranintent_v1_test_0030", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Service Ticket: Reduce first-responder tactical voice talkgroups to low priority on cells operating under peak congestion for sixty minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-19T08:13:14Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,stadium,O1_PM,92.2,99.6,36.4,21.99\ncell-101,stadium,E2_KPM,75.7,366.0,45.8,26.52\ncell-103,north_cluster,O1_PM,61.8,300.9,44.1,11.70\ncell-103,north_cluster,E2_KPM,90.2,534.5,52.1,17.93\ncell-186,north_cluster,O1_PM,46.2,44.5,29.3,16.73\ncell-186,north_cluster,E2_KPM,24.1,304.2,21.7,10.16\ncell-218,north_cluster,O1_PM,79.1,480.9,53.2,12.66\ncell-218,north_cluster,E2_KPM,42.2,361.0,37.6,34.44\ncell-221,north_cluster,O1_PM,78.2,120.0,53.0,21.26\ncell-221,north_cluster,E2_KPM,67.8,526.3,41.0,33.64\ncell-285,south_cluster,O1_PM,25.1,132.3,29.0,7.96\ncell-285,south_cluster,E2_KPM,61.2,169.6,47.7,22.60\ncell-338,hospital_zone,E2_KPM,25.4,87.8,25.1,28.42\ncell-338,hospital_zone,O1_PM,65.6,601.3,41.0,22.74\ncell-397,stadium,E2_KPM,67.3,341.4,42.3,6.73\ncell-397,stadium,O1_PM,57.5,557.9,42.2,22.88\ncell-428,stadium,E2_KPM,40.3,453.7,33.9,25.02\ncell-428,stadium,O1_PM,35.6,273.2,34.7,8.48\ncell-456,hospital_zone,E2_KPM,67.2,338.8,40.2,15.42\ncell-456,hospital_zone,O1_PM,52.0,101.8,33.5,28.90\ncell-460,south_cluster,E2_KPM,48.2,430.3,32.5,9.36\ncell-460,south_cluster,O1_PM,62.5,184.4,47.9,23.56\ncell-554,south_cluster,E2_KPM,28.8,451.9,25.9,30.68\ncell-554,south_cluster,O1_PM,49.6,545.8,37.2,25.77\ncell-569,hospital_zone,O1_PM,43.6,95.4,32.1,22.66\ncell-569,hospital_zone,E2_KPM,41.3,502.9,36.9,24.49\ncell-616,hospital_zone,O1_PM,36.3,511.5,35.3,34.67\ncell-616,hospital_zone,E2_KPM,27.7,638.5,25.3,34.04\ncell-678,hospital_zone,O1_PM,21.9,117.4,23.2,11.97\ncell-678,hospital_zone,E2_KPM,15.0,527.4,22.3,23.20\ncell-799,hospital_zone,E2_KPM,28.2,395.7,25.7,1.56\ncell-799,hospital_zone,O1_PM,17.0,407.0,25.2,9.19\ncell-832,south_cluster,E2_KPM,22.0,363.4,25.2,24.39\ncell-832,south_cluster,O1_PM,61.9,167.6,39.8,8.93\ncell-843,north_cluster,O1_PM,53.5,352.6,37.9,21.95\ncell-843,north_cluster,E2_KPM,54.8,401.3,38.3,21.13\ncell-859,stadium,E2_KPM,41.0,312.1,31.4,10.53\ncell-859,stadium,O1_PM,33.9,570.9,34.3,34.12\ncell-887,stadium,O1_PM,42.0,340.6,35.0,4.94\ncell-887,stadium,E2_KPM,44.0,455.7,29.5,20.64\ncell-889,south_cluster,O1_PM,28.7,264.5,31.6,25.35\ncell-889,south_cluster,E2_KPM,49.7,59.5,35.9,7.33\n", "truth": {"action": "deprioritise", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f51b2a82421f4e71749fa29075fb7ae6893cf8ff15d2f05ba9d40c72ab844bcb", "telemetry_sha256": "6cff4932b2a7195a4a783c4eb140800cdd6c3c868daa64cc9dfe391fb7cabdaa", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-103", "edge_ue_thr_mbps": "cell-799"}, "decoy_cell": "cell-101", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0031", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics notice: clear overrides and reinstate default baseline profile for our automated machinery feedback loops on cells operating at maximum capacity.", "telemetry": "KPM telemetry snapshot at 2026-10-23T20:37:48Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,O1_PM,59.2,344.2,42.3,19.82\ncell-126,stadium,E2_KPM,32.5,236.8,33.1,20.84\ncell-146,hospital_zone,E2_KPM,66.5,619.9,49.1,10.48\ncell-146,hospital_zone,O1_PM,27.8,518.8,27.7,33.20\ncell-155,hospital_zone,E2_KPM,32.3,320.4,22.9,30.72\ncell-155,hospital_zone,O1_PM,23.6,572.8,21.3,16.72\ncell-188,south_cluster,E2_KPM,49.7,397.2,42.1,28.16\ncell-188,south_cluster,O1_PM,30.9,649.5,25.7,4.79\ncell-256,hospital_zone,E2_KPM,60.7,62.5,47.0,8.24\ncell-256,hospital_zone,O1_PM,17.2,250.4,20.6,7.54\ncell-388,north_cluster,O1_PM,68.4,166.0,51.1,25.39\ncell-388,north_cluster,E2_KPM,46.7,468.8,34.5,20.50\ncell-420,south_cluster,O1_PM,16.1,547.6,18.7,8.84\ncell-420,south_cluster,E2_KPM,33.1,344.5,30.7,1.68\ncell-438,hospital_zone,E2_KPM,18.9,109.8,20.5,21.77\ncell-438,hospital_zone,O1_PM,51.4,176.6,38.5,34.42\ncell-440,stadium,E2_KPM,26.0,492.4,27.2,21.26\ncell-440,stadium,O1_PM,62.7,274.8,44.9,23.12\ncell-533,north_cluster,E2_KPM,64.3,272.0,46.8,11.00\ncell-533,north_cluster,O1_PM,22.4,488.9,21.2,27.41\ncell-622,north_cluster,E2_KPM,29.3,347.1,30.1,9.98\ncell-622,north_cluster,O1_PM,29.5,511.9,26.8,18.93\ncell-628,north_cluster,O1_PM,79.2,177.6,46.2,21.19\ncell-628,north_cluster,E2_KPM,53.1,279.0,38.8,16.20\ncell-640,south_cluster,O1_PM,55.2,274.2,35.2,18.06\ncell-640,south_cluster,E2_KPM,19.6,632.6,16.9,13.82\ncell-657,hospital_zone,O1_PM,36.8,175.1,32.7,24.41\ncell-657,hospital_zone,E2_KPM,50.2,399.8,34.7,12.84\ncell-673,stadium,O1_PM,62.8,297.4,38.4,14.11\ncell-673,stadium,E2_KPM,21.5,53.6,18.9,7.06\ncell-727,south_cluster,E2_KPM,71.9,86.3,48.0,23.89\ncell-727,south_cluster,O1_PM,36.7,355.8,32.0,14.58\ncell-753,south_cluster,E2_KPM,62.5,327.6,41.2,11.64\ncell-753,south_cluster,O1_PM,30.1,458.3,30.3,7.17\ncell-761,stadium,E2_KPM,22.0,189.5,19.9,28.06\ncell-761,stadium,O1_PM,25.1,643.5,27.9,22.41\ncell-787,north_cluster,O1_PM,16.8,131.1,14.8,31.21\ncell-787,north_cluster,E2_KPM,88.6,53.4,54.9,18.34\ncell-847,stadium,O1_PM,20.5,318.1,24.9,20.08\ncell-847,stadium,E2_KPM,42.3,584.3,36.6,20.48\ncell-891,hospital_zone,O1_PM,56.6,199.1,35.4,32.75\ncell-891,hospital_zone,E2_KPM,45.2,625.6,34.0,32.54\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3cccc1014af6976a489ed965f5dceaffff51f5bcf74f6eb3ac3a7cc014d49b07", "telemetry_sha256": "209aabef21e7b758224c1004fee982f587b068a8da136874cf43b0b8aeed13ef", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-787", "edge_ue_thr_mbps": "cell-420"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0032", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network operator shall enforce a maximum 20 ms packet transit latency for first responder tactical voice communications on base stations where peripheral users observe minimum throughput, lasting fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-22T14:27:59Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-115,north_cluster,E2_KPM,36.2,447.3,33.1,6.68\ncell-115,north_cluster,O1_PM,78.4,295.2,45.3,24.52\ncell-144,stadium,E2_KPM,27.0,632.0,20.7,9.86\ncell-144,stadium,O1_PM,65.2,103.3,45.4,27.34\ncell-168,south_cluster,O1_PM,15.5,483.2,16.2,14.84\ncell-168,south_cluster,E2_KPM,45.9,407.8,33.4,15.03\ncell-181,south_cluster,E2_KPM,68.0,164.9,40.1,11.01\ncell-181,south_cluster,O1_PM,33.4,402.3,32.0,0.90\ncell-222,south_cluster,O1_PM,46.1,130.2,38.7,12.28\ncell-222,south_cluster,E2_KPM,27.7,643.6,30.8,20.67\ncell-240,north_cluster,E2_KPM,24.3,343.6,21.7,1.40\ncell-240,north_cluster,O1_PM,68.5,88.5,43.7,16.94\ncell-257,hospital_zone,E2_KPM,34.3,448.4,34.0,31.35\ncell-257,hospital_zone,O1_PM,40.8,432.5,36.1,10.98\ncell-412,hospital_zone,O1_PM,79.6,162.8,56.2,7.18\ncell-412,hospital_zone,E2_KPM,25.8,309.0,20.9,33.79\ncell-440,hospital_zone,O1_PM,55.2,248.4,40.5,24.94\ncell-440,hospital_zone,E2_KPM,89.5,437.8,60.4,20.38\ncell-503,stadium,O1_PM,38.6,373.8,35.2,18.38\ncell-503,stadium,E2_KPM,15.7,72.5,17.9,8.51\ncell-580,north_cluster,O1_PM,48.7,55.5,41.5,30.83\ncell-580,north_cluster,E2_KPM,61.8,385.1,40.2,6.87\ncell-588,hospital_zone,O1_PM,65.4,337.7,40.4,29.88\ncell-588,hospital_zone,E2_KPM,40.8,80.1,34.9,12.76\ncell-718,hospital_zone,E2_KPM,76.7,383.5,46.5,5.32\ncell-718,hospital_zone,O1_PM,78.5,346.3,47.4,7.31\ncell-733,stadium,E2_KPM,38.4,196.6,27.1,21.92\ncell-733,stadium,O1_PM,81.4,188.8,53.0,24.16\ncell-779,stadium,E2_KPM,77.6,635.8,50.5,11.19\ncell-779,stadium,O1_PM,24.0,199.2,29.0,6.41\ncell-809,stadium,O1_PM,57.3,461.6,43.1,29.49\ncell-809,stadium,E2_KPM,16.1,212.8,19.2,25.45\ncell-859,north_cluster,O1_PM,56.3,194.3,38.3,22.58\ncell-859,north_cluster,E2_KPM,58.7,641.3,39.7,27.34\ncell-903,south_cluster,E2_KPM,15.7,590.3,22.5,5.97\ncell-903,south_cluster,O1_PM,46.8,249.4,37.0,16.87\ncell-920,south_cluster,O1_PM,33.3,238.6,27.6,31.29\ncell-920,south_cluster,E2_KPM,60.2,80.9,38.6,9.08\ncell-959,north_cluster,O1_PM,80.2,478.2,51.2,23.64\ncell-959,north_cluster,E2_KPM,60.4,110.4,41.0,14.85\ncell-966,stadium,E2_KPM,35.1,319.3,35.1,15.75\ncell-966,stadium,O1_PM,60.4,66.3,45.1,5.94\n", "truth": {"action": "set_latency_target", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "20", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5adcff71bd373928d4fe3f516444c3be3677e061ee8638234f5454d986508dc5", "telemetry_sha256": "f82a79d4aa5cb7459e77282cadb5d1fba4f77703c22965d712ee478860bf746f", "tokens_cl100k": {"telemetry": 1152, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-440", "edge_ue_thr_mbps": "cell-240"}, "decoy_cell": "cell-181", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0033", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety API: Cap emergency responder camera feeds at a maximum allocation of 30 percent of radio resources on cells where perimeter users face lowest data rates, effective for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-18T16:19:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,hospital_zone,E2_KPM,95.2,271.6,58.5,10.54\ncell-121,hospital_zone,O1_PM,71.6,61.5,44.0,12.71\ncell-123,north_cluster,O1_PM,84.2,265.1,53.0,21.87\ncell-123,north_cluster,E2_KPM,46.4,451.4,38.7,21.78\ncell-148,hospital_zone,O1_PM,15.5,315.9,16.7,19.69\ncell-148,hospital_zone,E2_KPM,80.0,559.2,51.4,20.42\ncell-231,north_cluster,E2_KPM,73.7,487.3,48.9,19.70\ncell-231,north_cluster,O1_PM,45.7,245.6,35.5,7.82\ncell-266,south_cluster,O1_PM,85.8,231.2,59.6,28.91\ncell-266,south_cluster,E2_KPM,42.9,571.1,29.1,33.93\ncell-304,hospital_zone,E2_KPM,83.0,573.0,54.8,23.49\ncell-304,hospital_zone,O1_PM,37.5,215.7,35.9,30.65\ncell-350,north_cluster,O1_PM,60.9,579.3,37.9,18.32\ncell-350,north_cluster,E2_KPM,61.9,374.5,39.4,34.87\ncell-352,hospital_zone,O1_PM,55.1,227.5,39.5,15.62\ncell-352,hospital_zone,E2_KPM,27.1,287.9,30.9,5.65\ncell-390,stadium,E2_KPM,83.8,582.3,48.7,26.31\ncell-390,stadium,O1_PM,74.8,432.0,45.6,27.58\ncell-474,stadium,E2_KPM,17.2,615.1,20.6,30.39\ncell-474,stadium,O1_PM,84.1,251.3,53.7,5.58\ncell-480,stadium,O1_PM,49.0,75.8,32.4,16.55\ncell-480,stadium,E2_KPM,39.9,440.2,32.2,33.89\ncell-536,stadium,E2_KPM,49.8,530.2,42.2,20.30\ncell-536,stadium,O1_PM,55.7,542.5,38.0,16.83\ncell-694,south_cluster,O1_PM,81.1,353.0,46.9,21.99\ncell-694,south_cluster,E2_KPM,40.9,152.9,30.5,1.43\ncell-785,hospital_zone,O1_PM,55.7,592.8,42.7,11.42\ncell-785,hospital_zone,E2_KPM,52.1,443.0,38.0,9.72\ncell-898,hospital_zone,O1_PM,74.6,382.2,53.7,13.29\ncell-898,hospital_zone,E2_KPM,53.6,258.1,40.8,20.53\ncell-914,south_cluster,O1_PM,73.3,150.3,53.5,22.19\ncell-914,south_cluster,E2_KPM,62.8,560.7,49.2,10.67\ncell-916,south_cluster,O1_PM,83.0,235.4,55.1,32.08\ncell-916,south_cluster,E2_KPM,35.3,63.2,32.6,28.88\ncell-940,north_cluster,E2_KPM,35.8,637.8,32.1,4.44\ncell-940,north_cluster,O1_PM,47.4,308.9,31.6,9.69\ncell-951,south_cluster,E2_KPM,46.7,139.7,35.8,8.05\ncell-951,south_cluster,O1_PM,20.1,140.0,24.6,25.26\ncell-958,north_cluster,E2_KPM,28.1,77.6,27.1,5.08\ncell-958,north_cluster,O1_PM,67.6,544.3,47.7,22.66\ncell-974,stadium,O1_PM,60.0,451.6,47.1,30.61\ncell-974,stadium,E2_KPM,19.6,312.2,26.7,33.25\n", "truth": {"action": "cap_share", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "6710f6b4885d7a04f074c850bfb43ffafd91606a20c450fbc3bde5d47e7a9963", "telemetry_sha256": "5ce91e021825252d0de6fc47b6daab03baa16d6dd897b2c5504a011f06d65238", "tokens_cl100k": {"telemetry": 1154, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-121", "edge_ue_thr_mbps": "cell-694"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0034", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Assistant, boost real-time video streams from our police bodycams and ambulances to top critical priority in the hospital zone until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-20T06:32:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-134,hospital_zone,E2_KPM,33.6,111.7,32.3,6.60\ncell-134,hospital_zone,O1_PM,49.9,601.6,36.4,18.35\ncell-162,south_cluster,E2_KPM,32.1,304.3,25.6,12.83\ncell-162,south_cluster,O1_PM,71.2,513.8,46.6,8.36\ncell-217,stadium,E2_KPM,87.4,420.9,54.4,7.49\ncell-217,stadium,O1_PM,26.7,451.2,30.9,16.22\ncell-279,stadium,O1_PM,16.6,228.1,16.4,17.23\ncell-279,stadium,E2_KPM,32.3,198.4,25.4,30.96\ncell-284,south_cluster,O1_PM,50.8,209.5,35.3,31.45\ncell-284,south_cluster,E2_KPM,42.4,226.0,37.7,22.46\ncell-301,hospital_zone,E2_KPM,37.0,171.3,32.5,32.70\ncell-301,hospital_zone,O1_PM,60.1,437.7,37.4,16.55\ncell-344,stadium,E2_KPM,76.3,529.2,49.6,15.04\ncell-344,stadium,O1_PM,29.8,168.7,31.2,25.04\ncell-345,north_cluster,E2_KPM,46.5,412.0,31.5,8.28\ncell-345,north_cluster,O1_PM,36.3,159.7,32.1,22.94\ncell-370,north_cluster,E2_KPM,17.5,496.3,24.0,24.32\ncell-370,north_cluster,O1_PM,59.1,379.7,39.4,15.72\ncell-387,hospital_zone,E2_KPM,57.7,508.1,36.4,9.78\ncell-387,hospital_zone,O1_PM,69.7,595.7,48.4,33.05\ncell-582,south_cluster,E2_KPM,20.0,455.3,18.8,22.45\ncell-582,south_cluster,O1_PM,55.0,381.6,42.9,22.58\ncell-588,north_cluster,O1_PM,72.4,402.8,53.8,23.14\ncell-588,north_cluster,E2_KPM,33.2,277.3,24.8,1.91\ncell-608,north_cluster,E2_KPM,62.2,350.7,44.6,22.42\ncell-608,north_cluster,O1_PM,74.0,350.2,53.4,9.68\ncell-615,stadium,O1_PM,42.7,280.1,30.7,15.84\ncell-615,stadium,E2_KPM,21.6,404.7,22.6,30.64\ncell-671,north_cluster,O1_PM,34.5,549.8,32.3,25.13\ncell-671,north_cluster,E2_KPM,18.4,401.8,19.2,14.82\ncell-685,hospital_zone,O1_PM,90.6,123.4,21.4,21.10\ncell-685,hospital_zone,E2_KPM,25.9,247.0,23.8,15.30\ncell-687,south_cluster,O1_PM,48.8,348.5,31.4,28.22\ncell-687,south_cluster,E2_KPM,77.0,98.4,52.6,14.97\ncell-712,stadium,E2_KPM,38.2,373.8,30.3,12.62\ncell-712,stadium,O1_PM,22.0,388.4,22.9,9.19\ncell-799,hospital_zone,E2_KPM,69.1,247.9,49.4,10.41\ncell-799,hospital_zone,O1_PM,69.0,216.0,50.3,25.41\ncell-891,south_cluster,O1_PM,24.1,575.9,20.0,12.84\ncell-891,south_cluster,E2_KPM,34.7,143.8,26.4,31.21\ncell-955,north_cluster,E2_KPM,29.3,314.3,30.3,23.69\ncell-955,north_cluster,O1_PM,27.8,323.8,23.1,14.30\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b9d3402c028472c72917315d68d575ffbddf11a8ca2ad65b015e9ac9177becdb", "telemetry_sha256": "91d8e842c7610e590c50b0757f3d81199230904a004cce0239e5a114e814436f", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-217", "edge_ue_thr_mbps": "cell-588"}, "decoy_cell": "cell-685"}}
+{"case_id": "ranintent_v1_test_0035", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Dear Network Engineers, Civic Safety Agency requests elevating emergency video feeds from ambulances and police body cameras to critical highest priority on all cells under peak congestion until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-15T08:29:14Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,hospital_zone,E2_KPM,70.1,50.6,42.2,4.70\ncell-106,hospital_zone,O1_PM,27.8,586.5,29.6,17.25\ncell-113,south_cluster,O1_PM,71.7,110.4,44.8,16.05\ncell-113,south_cluster,E2_KPM,16.4,548.7,17.7,13.50\ncell-126,south_cluster,O1_PM,53.2,269.4,40.1,17.59\ncell-126,south_cluster,E2_KPM,59.2,57.5,39.9,18.22\ncell-134,stadium,O1_PM,81.6,135.8,53.4,12.17\ncell-134,stadium,E2_KPM,83.2,596.9,51.5,14.56\ncell-152,stadium,O1_PM,52.0,135.1,43.9,11.50\ncell-152,stadium,E2_KPM,73.7,407.6,50.4,19.87\ncell-200,hospital_zone,E2_KPM,85.5,564.2,51.3,18.23\ncell-200,hospital_zone,O1_PM,70.8,296.7,50.9,9.27\ncell-216,hospital_zone,E2_KPM,34.3,310.7,26.3,16.69\ncell-216,hospital_zone,O1_PM,36.5,231.0,34.9,21.97\ncell-283,stadium,E2_KPM,79.3,599.3,57.0,21.62\ncell-283,stadium,O1_PM,57.7,504.5,44.7,12.60\ncell-305,hospital_zone,O1_PM,15.3,603.8,22.9,34.57\ncell-305,hospital_zone,E2_KPM,38.6,281.6,26.4,24.76\ncell-382,hospital_zone,E2_KPM,29.2,511.3,31.6,0.60\ncell-382,hospital_zone,O1_PM,30.4,106.3,25.6,6.97\ncell-483,stadium,E2_KPM,34.2,139.1,31.5,21.31\ncell-483,stadium,O1_PM,53.4,594.5,41.3,25.61\ncell-571,north_cluster,O1_PM,26.9,562.7,28.7,9.54\ncell-571,north_cluster,E2_KPM,66.2,311.5,47.5,7.51\ncell-588,hospital_zone,E2_KPM,22.9,279.3,23.7,28.65\ncell-588,hospital_zone,O1_PM,82.3,389.7,51.2,18.11\ncell-608,south_cluster,O1_PM,20.7,593.2,20.4,14.44\ncell-608,south_cluster,E2_KPM,71.6,47.8,44.7,5.91\ncell-609,north_cluster,E2_KPM,69.5,340.1,41.5,26.05\ncell-609,north_cluster,O1_PM,59.6,84.4,47.6,17.37\ncell-742,north_cluster,E2_KPM,26.9,103.4,25.4,32.17\ncell-742,north_cluster,O1_PM,80.6,95.8,55.3,27.16\ncell-753,stadium,O1_PM,39.7,73.2,36.6,7.39\ncell-753,stadium,E2_KPM,42.4,109.2,33.6,23.29\ncell-759,south_cluster,E2_KPM,39.1,456.0,33.1,15.73\ncell-759,south_cluster,O1_PM,98.9,582.5,33.2,14.25\ncell-927,north_cluster,O1_PM,53.5,281.3,37.7,11.64\ncell-927,north_cluster,E2_KPM,95.5,281.2,62.8,14.97\ncell-986,south_cluster,E2_KPM,48.4,125.3,41.7,27.50\ncell-986,south_cluster,O1_PM,37.6,302.1,34.9,32.62\ncell-992,north_cluster,O1_PM,43.9,450.0,36.0,14.02\ncell-992,north_cluster,E2_KPM,56.0,337.8,34.5,28.00\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "0ca9be1cb5eb810ec3d17ac053849f8215207005e973a59bdfad634260d10e50", "telemetry_sha256": "9513d43620426f3165e1af9cd44eae0d403b56410962f2691be010c54d93f380", "tokens_cl100k": {"telemetry": 1154, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-927", "edge_ue_thr_mbps": "cell-382"}, "decoy_cell": "cell-759", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0036", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket opened by Civic Safety Agency: Revert tactical first responder voice communications back to default QoS configuration in the south cluster, clearing previous adjustments.", "telemetry": "KPM telemetry snapshot at 2026-10-04T11:19:32Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-172,north_cluster,O1_PM,68.9,620.0,47.7,33.92\ncell-172,north_cluster,E2_KPM,17.7,215.4,24.5,26.82\ncell-245,stadium,E2_KPM,90.4,579.7,56.7,8.95\ncell-245,stadium,O1_PM,36.0,219.8,35.1,31.01\ncell-280,stadium,O1_PM,16.9,173.4,25.8,28.39\ncell-280,stadium,E2_KPM,65.2,70.7,42.3,9.75\ncell-302,stadium,E2_KPM,28.2,340.6,28.1,23.64\ncell-302,stadium,O1_PM,35.4,531.7,26.9,19.71\ncell-319,hospital_zone,O1_PM,78.3,318.2,47.7,10.57\ncell-319,hospital_zone,E2_KPM,54.7,294.9,44.6,33.16\ncell-335,stadium,O1_PM,43.6,63.3,34.9,19.37\ncell-335,stadium,E2_KPM,46.5,269.7,39.9,25.83\ncell-457,stadium,O1_PM,54.7,44.6,37.7,34.97\ncell-457,stadium,E2_KPM,78.9,403.4,50.4,13.47\ncell-487,north_cluster,E2_KPM,80.8,526.9,50.1,29.27\ncell-487,north_cluster,O1_PM,51.0,55.5,36.2,4.17\ncell-499,hospital_zone,O1_PM,61.8,131.5,40.8,7.71\ncell-499,hospital_zone,E2_KPM,19.3,503.2,19.4,9.66\ncell-549,hospital_zone,O1_PM,43.5,95.6,33.7,15.92\ncell-549,hospital_zone,E2_KPM,73.4,361.5,52.0,21.97\ncell-556,stadium,O1_PM,16.5,586.1,26.1,32.96\ncell-556,stadium,E2_KPM,58.4,164.5,45.7,13.64\ncell-570,south_cluster,E2_KPM,44.5,623.6,32.6,4.26\ncell-570,south_cluster,O1_PM,72.4,446.4,50.5,19.76\ncell-614,south_cluster,O1_PM,52.9,558.5,37.6,6.40\ncell-614,south_cluster,E2_KPM,48.9,361.9,32.1,22.91\ncell-648,hospital_zone,O1_PM,35.1,381.6,30.6,23.33\ncell-648,hospital_zone,E2_KPM,29.6,361.5,27.6,30.53\ncell-698,south_cluster,E2_KPM,81.6,331.5,49.5,14.80\ncell-698,south_cluster,O1_PM,71.9,562.7,50.2,20.53\ncell-706,north_cluster,O1_PM,65.1,605.0,45.8,13.88\ncell-706,north_cluster,E2_KPM,67.6,105.9,45.5,7.55\ncell-795,south_cluster,E2_KPM,33.7,129.4,33.5,33.05\ncell-795,south_cluster,O1_PM,70.0,327.0,41.5,19.96\ncell-799,hospital_zone,E2_KPM,25.8,421.6,28.2,31.63\ncell-799,hospital_zone,O1_PM,36.2,569.5,30.9,15.85\ncell-861,north_cluster,E2_KPM,66.7,439.8,39.4,30.03\ncell-861,north_cluster,O1_PM,92.2,247.1,52.5,5.45\ncell-964,north_cluster,E2_KPM,32.5,214.7,28.7,14.48\ncell-964,north_cluster,O1_PM,79.0,577.9,55.3,12.22\ncell-975,south_cluster,E2_KPM,42.7,133.2,29.0,0.93\ncell-975,south_cluster,O1_PM,37.0,184.9,31.8,34.67\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5b37af0d5d8d973c94e125fcda57aa53a9620a0e4b30157fdbca1408e469946b", "telemetry_sha256": "404e2afa8c8174cd4c944ad8ed18df54c3aae15b62fd744669a870ca4072a4ee", "tokens_cl100k": {"telemetry": 1152, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-245", "edge_ue_thr_mbps": "cell-975"}, "decoy_cell": "cell-861"}}
+{"case_id": "ranintent_v1_test_0037", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media NOC: please permit customer video streaming compute execution to expand as far as the metro edge computing node on cells where fringe users face lowest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-14T06:13:40Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,north_cluster,E2_KPM,72.0,188.8,53.2,24.05\ncell-100,north_cluster,O1_PM,76.1,337.4,54.0,0.33\ncell-111,hospital_zone,O1_PM,67.1,161.5,41.3,20.78\ncell-111,hospital_zone,E2_KPM,75.3,152.0,44.0,25.57\ncell-115,south_cluster,E2_KPM,16.6,412.9,17.0,31.02\ncell-115,south_cluster,O1_PM,64.6,364.5,42.0,14.72\ncell-158,south_cluster,E2_KPM,36.9,139.5,25.3,9.55\ncell-158,south_cluster,O1_PM,58.8,381.6,37.7,16.61\ncell-159,stadium,O1_PM,15.5,407.1,21.1,20.71\ncell-159,stadium,E2_KPM,43.0,513.7,38.9,29.94\ncell-232,south_cluster,O1_PM,77.8,318.4,46.1,34.39\ncell-232,south_cluster,E2_KPM,47.5,459.3,35.5,10.95\ncell-347,stadium,O1_PM,53.3,440.4,33.5,10.70\ncell-347,stadium,E2_KPM,39.1,114.3,34.0,15.52\ncell-416,north_cluster,E2_KPM,61.4,235.3,46.3,23.05\ncell-416,north_cluster,O1_PM,56.9,252.9,43.2,34.81\ncell-421,north_cluster,E2_KPM,64.6,230.1,50.3,25.91\ncell-421,north_cluster,O1_PM,60.8,622.0,40.0,16.97\ncell-427,stadium,E2_KPM,20.2,609.5,28.0,23.57\ncell-427,stadium,O1_PM,47.8,121.2,32.5,7.82\ncell-491,stadium,E2_KPM,15.1,192.7,16.4,33.10\ncell-491,stadium,O1_PM,66.3,269.2,44.5,19.33\ncell-598,hospital_zone,O1_PM,43.1,401.7,31.3,21.39\ncell-598,hospital_zone,E2_KPM,63.8,72.8,39.4,26.73\ncell-602,stadium,E2_KPM,27.1,302.3,29.6,25.10\ncell-602,stadium,O1_PM,37.4,397.5,34.7,34.48\ncell-610,south_cluster,E2_KPM,72.7,558.2,51.3,10.00\ncell-610,south_cluster,O1_PM,40.9,359.2,38.0,26.59\ncell-668,hospital_zone,E2_KPM,44.9,510.8,37.8,18.44\ncell-668,hospital_zone,O1_PM,76.9,455.0,54.5,12.42\ncell-775,north_cluster,O1_PM,74.5,479.0,43.5,20.80\ncell-775,north_cluster,E2_KPM,56.5,64.8,42.2,21.99\ncell-812,south_cluster,O1_PM,62.6,284.9,46.8,16.53\ncell-812,south_cluster,E2_KPM,87.2,526.1,59.8,13.39\ncell-872,stadium,E2_KPM,28.4,326.0,32.1,21.98\ncell-872,stadium,O1_PM,70.9,257.4,53.2,14.89\ncell-884,north_cluster,E2_KPM,18.8,484.1,23.3,8.48\ncell-884,north_cluster,O1_PM,39.5,321.8,29.0,21.56\ncell-956,hospital_zone,E2_KPM,46.0,501.1,34.1,0.64\ncell-956,hospital_zone,O1_PM,73.5,355.6,54.2,17.11\ncell-962,hospital_zone,O1_PM,19.7,44.5,22.0,23.23\ncell-962,hospital_zone,E2_KPM,77.7,190.3,56.7,9.93\n", "truth": {"action": "relax_edge", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1f3c9586b278580bdf86414a333aaa45f451391c71a93ea06c0ae7ed6aa14743", "telemetry_sha256": "586a9d6f462d839faabe6e8437bc54eff91b42745786c23a3f81dcb529c7fe15", "tokens_cl100k": {"telemetry": 1152, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-812", "edge_ue_thr_mbps": "cell-956"}, "decoy_cell": "cell-100", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0038", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Under the provisions of this agreement, the network service provider shall rescind all existing configuration overrides and return low-frequency sensor and meter reporting data to standard default treatment throughout the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-16T16:04:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,hospital_zone,O1_PM,83.5,501.5,51.2,24.32\ncell-153,hospital_zone,E2_KPM,30.9,276.5,28.0,15.33\ncell-161,south_cluster,E2_KPM,46.5,505.0,40.1,29.05\ncell-161,south_cluster,O1_PM,40.6,66.6,30.0,12.40\ncell-166,south_cluster,E2_KPM,65.8,379.5,43.2,33.02\ncell-166,south_cluster,O1_PM,19.4,160.6,16.9,30.12\ncell-240,hospital_zone,E2_KPM,45.1,86.8,37.1,24.27\ncell-240,hospital_zone,O1_PM,49.9,161.3,42.6,14.66\ncell-304,north_cluster,O1_PM,74.4,301.2,52.3,22.60\ncell-304,north_cluster,E2_KPM,57.1,54.3,39.1,22.53\ncell-382,stadium,O1_PM,68.8,627.0,47.4,11.94\ncell-382,stadium,E2_KPM,60.1,154.7,47.2,8.11\ncell-394,north_cluster,E2_KPM,28.0,219.2,22.9,9.88\ncell-394,north_cluster,O1_PM,52.2,360.3,42.4,13.82\ncell-397,south_cluster,O1_PM,84.3,126.2,50.6,25.38\ncell-397,south_cluster,E2_KPM,57.2,336.7,38.7,17.61\ncell-419,north_cluster,O1_PM,36.2,393.5,29.8,34.67\ncell-419,north_cluster,E2_KPM,72.6,419.6,46.7,18.40\ncell-470,south_cluster,O1_PM,31.0,120.7,25.9,27.38\ncell-470,south_cluster,E2_KPM,37.9,184.9,32.6,0.54\ncell-494,stadium,E2_KPM,47.9,399.2,31.3,16.23\ncell-494,stadium,O1_PM,87.2,273.1,61.1,27.11\ncell-505,south_cluster,O1_PM,53.7,182.8,40.1,18.04\ncell-505,south_cluster,E2_KPM,54.1,216.9,38.9,22.86\ncell-600,stadium,O1_PM,32.7,289.1,22.6,31.34\ncell-600,stadium,E2_KPM,71.0,544.6,46.5,4.65\ncell-637,north_cluster,O1_PM,69.1,293.1,48.4,9.59\ncell-637,north_cluster,E2_KPM,59.2,129.2,41.4,29.72\ncell-639,stadium,O1_PM,18.6,576.2,16.8,32.06\ncell-639,stadium,E2_KPM,95.4,292.1,59.2,3.67\ncell-742,hospital_zone,O1_PM,98.8,282.9,34.7,31.19\ncell-742,hospital_zone,E2_KPM,26.8,444.1,21.1,25.95\ncell-763,south_cluster,O1_PM,64.5,123.3,44.2,24.70\ncell-763,south_cluster,E2_KPM,62.1,433.2,41.9,25.36\ncell-811,hospital_zone,O1_PM,81.7,184.2,52.2,31.29\ncell-811,hospital_zone,E2_KPM,85.9,628.9,58.0,34.48\ncell-861,stadium,E2_KPM,22.2,149.6,20.8,11.45\ncell-861,stadium,O1_PM,46.5,461.3,31.1,32.11\ncell-891,hospital_zone,E2_KPM,48.9,462.8,36.5,7.73\ncell-891,hospital_zone,O1_PM,26.5,121.3,27.2,7.43\ncell-972,north_cluster,O1_PM,43.5,596.5,33.6,12.52\ncell-972,north_cluster,E2_KPM,54.2,172.4,42.7,8.32\n", "truth": {"action": "revert_default", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "fc85e81e68d4a6abad889b932b0f637e2eaebf14c045a98582727768df285c09", "telemetry_sha256": "6ecbf1e7cb1e22c2b495ef1e8eb4b5951ca1e7195714e8ddd9e978ba7a6e3b40", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-639", "edge_ue_thr_mbps": "cell-470"}, "decoy_cell": "cell-742"}}
+{"case_id": "ranintent_v1_test_0039", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Guarantee a minimum allocation of 20% transmission resource blocks for bulk analytics upload data on cells where edge clients experience lowest data rates until the active event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T17:26:18Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-222,stadium,E2_KPM,47.5,196.9,29.8,7.20\ncell-222,stadium,O1_PM,46.0,44.8,34.5,17.52\ncell-313,north_cluster,O1_PM,63.7,200.3,38.8,12.80\ncell-313,north_cluster,E2_KPM,32.3,617.8,22.6,24.35\ncell-353,hospital_zone,O1_PM,73.6,411.3,50.7,27.04\ncell-353,hospital_zone,E2_KPM,68.5,116.4,50.1,24.64\ncell-371,south_cluster,E2_KPM,79.2,443.1,55.6,34.04\ncell-371,south_cluster,O1_PM,30.2,188.1,28.6,21.62\ncell-397,north_cluster,O1_PM,82.3,429.4,58.5,26.23\ncell-397,north_cluster,E2_KPM,49.9,648.2,40.4,25.56\ncell-419,north_cluster,O1_PM,24.0,604.0,20.3,15.39\ncell-419,north_cluster,E2_KPM,26.2,590.3,29.8,13.91\ncell-455,north_cluster,E2_KPM,66.5,78.6,42.0,8.79\ncell-455,north_cluster,O1_PM,34.5,127.7,31.0,10.40\ncell-591,south_cluster,O1_PM,42.5,155.9,34.6,17.67\ncell-591,south_cluster,E2_KPM,24.5,369.0,29.8,1.40\ncell-603,hospital_zone,E2_KPM,79.8,524.8,50.5,16.19\ncell-603,hospital_zone,O1_PM,35.3,505.7,26.5,24.35\ncell-629,south_cluster,O1_PM,67.6,356.2,42.2,31.32\ncell-629,south_cluster,E2_KPM,70.8,533.2,44.3,29.85\ncell-696,south_cluster,E2_KPM,56.4,225.2,39.6,31.52\ncell-696,south_cluster,O1_PM,85.3,511.8,51.7,25.42\ncell-704,stadium,E2_KPM,18.6,400.9,23.9,9.75\ncell-704,stadium,O1_PM,76.8,283.6,46.7,29.61\ncell-737,stadium,O1_PM,24.8,497.8,29.0,27.45\ncell-737,stadium,E2_KPM,93.8,224.0,64.8,24.06\ncell-763,hospital_zone,E2_KPM,65.3,554.3,47.5,21.20\ncell-763,hospital_zone,O1_PM,42.7,524.3,28.5,12.09\ncell-776,hospital_zone,O1_PM,50.5,119.2,37.9,21.48\ncell-776,hospital_zone,E2_KPM,61.0,339.7,40.7,11.03\ncell-783,hospital_zone,E2_KPM,38.1,229.0,30.4,34.15\ncell-783,hospital_zone,O1_PM,32.7,634.1,24.4,16.62\ncell-829,stadium,O1_PM,17.7,45.5,15.6,33.75\ncell-829,stadium,E2_KPM,55.5,204.3,37.6,18.59\ncell-836,south_cluster,E2_KPM,24.9,512.8,20.7,11.35\ncell-836,south_cluster,O1_PM,15.8,461.1,17.7,11.93\ncell-851,stadium,E2_KPM,68.8,163.7,47.5,20.25\ncell-851,stadium,O1_PM,47.8,528.5,38.6,0.68\ncell-940,hospital_zone,O1_PM,24.1,405.4,29.6,21.98\ncell-940,hospital_zone,E2_KPM,18.3,182.4,20.7,14.45\ncell-997,north_cluster,E2_KPM,78.7,145.5,51.8,9.63\ncell-997,north_cluster,O1_PM,47.6,479.5,38.6,26.49\n", "truth": {"action": "guarantee_share", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "20", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "25e1e454fbfc5d743d7a7e7c87f9cdef55fb6418ceb5530deacbfdcbb4b10dcb", "telemetry_sha256": "ad0c5a9aa36aa98a5fd1b86df306d1eea2632b4235637bec22cd88b476de12a9", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-737", "edge_ue_thr_mbps": "cell-591"}, "decoy_cell": "cell-851", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0040", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "For Datacrest Analytics, ensure our bulk uploads destined for edge analytics workloads are processed no further upstream than the on-site machines deployed directly at the cell towers, across all cells currently suffering peak congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-16T09:05:36Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,north_cluster,O1_PM,43.6,305.2,31.6,14.70\ncell-108,north_cluster,E2_KPM,42.5,204.7,32.1,1.70\ncell-276,stadium,O1_PM,64.8,491.7,38.6,23.34\ncell-276,stadium,E2_KPM,52.0,348.6,36.5,31.60\ncell-384,north_cluster,O1_PM,22.2,454.0,22.0,13.36\ncell-384,north_cluster,E2_KPM,38.6,463.3,30.0,15.28\ncell-399,hospital_zone,O1_PM,67.1,73.8,44.4,32.33\ncell-399,hospital_zone,E2_KPM,61.4,625.4,37.4,25.90\ncell-401,hospital_zone,O1_PM,32.6,176.6,27.7,24.60\ncell-401,hospital_zone,E2_KPM,61.8,556.5,43.7,5.41\ncell-404,hospital_zone,E2_KPM,89.7,624.9,57.9,6.81\ncell-404,hospital_zone,O1_PM,41.9,70.0,35.6,14.91\ncell-461,north_cluster,E2_KPM,65.5,214.1,43.7,21.43\ncell-461,north_cluster,O1_PM,32.0,412.3,31.4,32.59\ncell-492,south_cluster,O1_PM,30.5,215.2,23.5,14.45\ncell-492,south_cluster,E2_KPM,63.9,594.0,47.4,31.68\ncell-544,stadium,O1_PM,48.3,419.2,41.4,17.42\ncell-544,stadium,E2_KPM,59.2,579.8,44.3,22.14\ncell-660,south_cluster,E2_KPM,38.7,355.3,27.3,28.04\ncell-660,south_cluster,O1_PM,34.7,99.8,29.9,12.56\ncell-732,south_cluster,O1_PM,24.4,81.1,29.4,27.65\ncell-732,south_cluster,E2_KPM,43.2,483.7,28.1,34.67\ncell-767,stadium,E2_KPM,31.9,66.7,24.7,13.25\ncell-767,stadium,O1_PM,47.0,467.7,37.8,10.85\ncell-837,hospital_zone,E2_KPM,70.1,312.0,47.7,28.26\ncell-837,hospital_zone,O1_PM,54.6,488.0,41.3,10.75\ncell-856,stadium,E2_KPM,35.3,446.6,32.9,17.61\ncell-856,stadium,O1_PM,56.2,436.1,41.7,12.99\ncell-869,north_cluster,O1_PM,64.8,456.5,39.2,9.17\ncell-869,north_cluster,E2_KPM,50.7,627.9,37.9,25.41\ncell-876,north_cluster,O1_PM,42.0,510.7,28.9,10.98\ncell-876,north_cluster,E2_KPM,36.3,487.7,35.0,23.75\ncell-915,south_cluster,E2_KPM,22.9,430.2,22.1,5.18\ncell-915,south_cluster,O1_PM,79.2,528.2,54.2,15.11\ncell-952,stadium,E2_KPM,34.5,590.0,33.5,12.27\ncell-952,stadium,O1_PM,45.4,216.9,34.5,16.28\ncell-962,south_cluster,E2_KPM,30.1,506.1,24.8,11.44\ncell-962,south_cluster,O1_PM,43.5,352.3,33.0,11.31\ncell-968,stadium,E2_KPM,42.2,124.6,28.6,34.56\ncell-968,stadium,O1_PM,92.0,41.6,29.4,17.03\ncell-969,hospital_zone,O1_PM,42.2,257.3,27.9,5.56\ncell-969,hospital_zone,E2_KPM,42.0,649.0,38.6,6.67\n", "truth": {"action": "restrict_edge", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "on_site", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 2, "is_replacement": false, "prompt_sha256": "1263d1332371564c7267ecdbc71c3885cd058cd8ee13fa19a4ff54658032ad1f", "telemetry_sha256": "6e3aba7966b70b5f208d5284185837075345513f67fc57760c5237120d175673", "tokens_cl100k": {"telemetry": 1152, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-404", "edge_ue_thr_mbps": "cell-108"}, "decoy_cell": "cell-968", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0041", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello team, please ensure a dedicated reservation of at least thirty percent of radio bandwidth for general best-effort internet data on cells where peripheral user throughput is lowest until this event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T07:17:42Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-143,stadium,E2_KPM,47.3,229.2,39.9,28.15\ncell-143,stadium,O1_PM,75.5,535.8,50.2,6.09\ncell-161,hospital_zone,O1_PM,15.9,488.2,15.3,6.41\ncell-161,hospital_zone,E2_KPM,17.7,629.0,25.9,32.70\ncell-211,north_cluster,E2_KPM,58.4,276.0,35.3,18.62\ncell-211,north_cluster,O1_PM,75.9,581.9,45.5,0.16\ncell-229,stadium,O1_PM,63.5,613.6,47.2,16.09\ncell-229,stadium,E2_KPM,73.0,435.0,49.7,6.18\ncell-245,hospital_zone,O1_PM,70.6,204.5,53.2,30.83\ncell-245,hospital_zone,E2_KPM,35.3,506.4,31.2,18.19\ncell-288,north_cluster,E2_KPM,39.2,331.1,33.9,10.15\ncell-288,north_cluster,O1_PM,53.0,229.7,35.4,27.59\ncell-293,south_cluster,E2_KPM,67.4,84.8,46.2,12.50\ncell-293,south_cluster,O1_PM,19.8,313.3,22.0,9.42\ncell-339,south_cluster,O1_PM,60.0,498.6,37.8,34.18\ncell-339,south_cluster,E2_KPM,29.0,445.1,24.4,1.20\ncell-447,hospital_zone,E2_KPM,70.6,72.3,51.3,20.03\ncell-447,hospital_zone,O1_PM,34.8,171.1,33.5,28.75\ncell-464,stadium,E2_KPM,73.5,137.2,43.1,30.54\ncell-464,stadium,O1_PM,51.0,507.3,42.4,12.00\ncell-478,hospital_zone,E2_KPM,88.9,378.7,55.6,11.27\ncell-478,hospital_zone,O1_PM,42.6,373.6,37.4,15.64\ncell-499,south_cluster,E2_KPM,44.9,181.5,37.7,19.97\ncell-499,south_cluster,O1_PM,54.3,56.6,35.9,17.84\ncell-507,north_cluster,O1_PM,28.8,166.5,28.0,11.04\ncell-507,north_cluster,E2_KPM,40.1,384.9,31.1,15.86\ncell-580,hospital_zone,E2_KPM,53.9,544.6,35.5,23.14\ncell-580,hospital_zone,O1_PM,38.9,352.2,36.5,17.93\ncell-602,south_cluster,O1_PM,73.4,307.6,43.1,8.97\ncell-602,south_cluster,E2_KPM,58.0,633.5,46.3,18.72\ncell-672,stadium,O1_PM,58.8,472.2,41.5,24.87\ncell-672,stadium,E2_KPM,57.3,649.2,41.4,30.89\ncell-727,south_cluster,E2_KPM,28.4,317.7,31.2,11.72\ncell-727,south_cluster,O1_PM,35.9,476.2,28.3,26.03\ncell-732,stadium,E2_KPM,75.8,419.8,45.8,13.86\ncell-732,stadium,O1_PM,29.4,520.3,24.7,10.43\ncell-891,hospital_zone,E2_KPM,18.6,370.0,22.1,15.61\ncell-891,hospital_zone,O1_PM,26.9,307.3,28.8,12.95\ncell-955,north_cluster,E2_KPM,36.9,117.5,32.5,25.28\ncell-955,north_cluster,O1_PM,50.0,453.1,37.2,29.34\ncell-971,north_cluster,E2_KPM,35.3,649.3,30.7,20.67\ncell-971,north_cluster,O1_PM,18.0,188.4,22.0,11.33\n", "truth": {"action": "guarantee_share", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "a06c0bd25379c277c5aa7861fad1ff506a87cfb44633e59913613208739a764a", "telemetry_sha256": "fe95c441c91137f74b397956e1ff86f7c782353d3bbd2ba2f7b32079b0f01c5c", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-478", "edge_ue_thr_mbps": "cell-339"}, "decoy_cell": "cell-211", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0042", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Trouble Ticket: Authorize edge compute execution for immersive XR and remote gaming streams to migrate up to a regional cloud facility on access nodes facing peak traffic congestion until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-14T16:23:28Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,north_cluster,E2_KPM,48.0,254.6,37.5,1.09\ncell-110,north_cluster,O1_PM,52.8,50.3,39.5,19.61\ncell-164,north_cluster,O1_PM,53.2,431.8,38.4,30.01\ncell-164,north_cluster,E2_KPM,69.5,564.1,49.5,20.90\ncell-228,south_cluster,O1_PM,67.4,583.2,50.1,13.72\ncell-228,south_cluster,E2_KPM,56.5,107.3,42.4,9.85\ncell-245,north_cluster,E2_KPM,53.6,236.6,32.9,25.62\ncell-245,north_cluster,O1_PM,74.3,195.9,43.6,13.81\ncell-269,stadium,E2_KPM,32.7,77.7,23.0,10.67\ncell-269,stadium,O1_PM,48.3,608.7,37.5,26.04\ncell-324,stadium,E2_KPM,48.2,289.0,31.6,30.89\ncell-324,stadium,O1_PM,55.4,458.8,38.2,27.50\ncell-333,south_cluster,O1_PM,78.7,343.4,49.8,11.16\ncell-333,south_cluster,E2_KPM,71.6,404.0,52.7,24.06\ncell-427,north_cluster,E2_KPM,34.9,64.9,31.7,29.67\ncell-427,north_cluster,O1_PM,34.6,156.4,30.6,21.73\ncell-435,hospital_zone,E2_KPM,32.7,505.9,31.5,33.20\ncell-435,hospital_zone,O1_PM,17.5,48.8,20.5,25.67\ncell-456,stadium,O1_PM,33.4,305.3,29.0,19.73\ncell-456,stadium,E2_KPM,64.8,123.0,44.4,7.86\ncell-494,hospital_zone,O1_PM,69.5,325.3,52.1,26.12\ncell-494,hospital_zone,E2_KPM,68.6,438.5,51.5,12.77\ncell-653,south_cluster,O1_PM,66.2,582.2,47.9,12.85\ncell-653,south_cluster,E2_KPM,42.3,203.6,27.8,14.06\ncell-676,hospital_zone,O1_PM,96.6,215.3,26.1,17.27\ncell-676,hospital_zone,E2_KPM,66.7,80.7,39.9,28.09\ncell-696,south_cluster,E2_KPM,15.8,387.6,15.9,16.93\ncell-696,south_cluster,O1_PM,59.8,204.2,37.7,34.59\ncell-724,hospital_zone,O1_PM,20.9,268.3,21.7,30.85\ncell-724,hospital_zone,E2_KPM,83.1,490.9,48.2,6.19\ncell-793,north_cluster,O1_PM,20.2,355.4,16.7,23.01\ncell-793,north_cluster,E2_KPM,62.0,318.6,45.4,12.92\ncell-834,south_cluster,O1_PM,48.9,98.7,41.4,22.20\ncell-834,south_cluster,E2_KPM,46.8,301.6,34.4,33.25\ncell-867,stadium,O1_PM,48.1,354.9,40.1,16.83\ncell-867,stadium,E2_KPM,81.5,619.6,50.2,22.46\ncell-889,stadium,O1_PM,49.7,378.9,36.7,9.31\ncell-889,stadium,E2_KPM,58.2,310.5,40.0,28.41\ncell-942,south_cluster,O1_PM,35.3,483.8,34.8,10.86\ncell-942,south_cluster,E2_KPM,94.5,342.9,60.0,5.05\ncell-964,hospital_zone,O1_PM,35.4,449.9,30.4,30.38\ncell-964,hospital_zone,E2_KPM,44.0,539.2,33.4,34.34\n", "truth": {"action": "relax_edge", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "cd914d05ecfcc1e326ecacc5357e8a3480add8091450f4de02b2b5d95faa2537", "telemetry_sha256": "cee667dfd82e967b0eaba614d1d6f4c437d504559ffbd02296d7a57984ee9b09", "tokens_cl100k": {"telemetry": 1154, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-942", "edge_ue_thr_mbps": "cell-110"}, "decoy_cell": "cell-676", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0043", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Datacrest notice: drop our bulk analytics data ingestion down to normal priority in the stadium cluster until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-27T07:11:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-244,stadium,E2_KPM,91.9,201.3,62.1,18.63\ncell-244,stadium,O1_PM,69.3,455.7,41.8,30.12\ncell-258,north_cluster,O1_PM,55.4,324.4,38.9,25.04\ncell-258,north_cluster,E2_KPM,64.0,621.2,44.0,28.61\ncell-340,south_cluster,E2_KPM,49.2,110.2,34.6,33.85\ncell-340,south_cluster,O1_PM,94.4,510.4,29.3,4.33\ncell-350,south_cluster,O1_PM,55.7,72.1,37.2,11.48\ncell-350,south_cluster,E2_KPM,61.6,598.4,44.7,8.97\ncell-371,hospital_zone,O1_PM,49.4,247.7,36.9,9.60\ncell-371,hospital_zone,E2_KPM,18.5,104.0,18.8,29.39\ncell-402,stadium,O1_PM,69.3,400.9,41.7,11.08\ncell-402,stadium,E2_KPM,81.7,340.3,52.9,11.33\ncell-471,north_cluster,E2_KPM,64.6,624.7,43.0,15.64\ncell-471,north_cluster,O1_PM,18.0,290.4,24.4,21.90\ncell-495,south_cluster,O1_PM,44.1,259.7,30.6,31.83\ncell-495,south_cluster,E2_KPM,83.8,68.1,55.0,11.44\ncell-509,hospital_zone,E2_KPM,20.1,143.5,17.1,0.82\ncell-509,hospital_zone,O1_PM,82.2,582.7,49.4,5.70\ncell-535,hospital_zone,O1_PM,63.0,325.2,37.7,8.55\ncell-535,hospital_zone,E2_KPM,21.5,131.9,21.8,26.38\ncell-595,north_cluster,O1_PM,53.4,89.1,42.3,22.72\ncell-595,north_cluster,E2_KPM,78.6,128.5,52.6,17.57\ncell-615,stadium,E2_KPM,81.6,583.4,52.1,24.58\ncell-615,stadium,O1_PM,65.8,360.1,41.1,30.06\ncell-618,north_cluster,O1_PM,36.0,594.5,26.1,22.50\ncell-618,north_cluster,E2_KPM,42.3,363.9,30.1,21.43\ncell-673,hospital_zone,O1_PM,22.0,545.8,28.9,18.64\ncell-673,hospital_zone,E2_KPM,51.7,331.0,43.5,19.35\ncell-676,stadium,O1_PM,42.1,238.8,28.8,33.38\ncell-676,stadium,E2_KPM,65.2,165.6,39.3,4.24\ncell-801,south_cluster,E2_KPM,15.6,482.4,18.8,6.55\ncell-801,south_cluster,O1_PM,58.6,104.3,47.2,6.16\ncell-832,stadium,O1_PM,67.9,465.5,47.1,5.30\ncell-832,stadium,E2_KPM,55.0,53.6,35.5,9.66\ncell-839,south_cluster,E2_KPM,24.2,618.0,19.7,28.22\ncell-839,south_cluster,O1_PM,59.5,319.3,43.8,15.11\ncell-840,stadium,O1_PM,67.6,175.4,51.6,13.60\ncell-840,stadium,E2_KPM,64.0,347.0,43.5,6.86\ncell-887,north_cluster,E2_KPM,32.5,407.1,22.9,5.40\ncell-887,north_cluster,O1_PM,61.2,310.9,45.1,31.54\ncell-949,hospital_zone,E2_KPM,25.4,126.7,26.9,19.05\ncell-949,hospital_zone,O1_PM,36.2,325.0,34.8,6.50\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "stadium", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "bddfd5a29e96f2c28712b66abbe53d8e2f319f3b8644667ab7f41268e4c5db1f", "telemetry_sha256": "3b26570f6587b7f80d823ba4729e272176ce9ecbf88ef3a5de88edfe554a7cf1", "tokens_cl100k": {"telemetry": 1152, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-244", "edge_ue_thr_mbps": "cell-509"}, "decoy_cell": "cell-340"}}
+{"case_id": "ranintent_v1_test_0044", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "The carrier covenants to maintain execution of edge computing tasks for Axis Robotics automated machine closed-loop control strictly on local cell site edge servers across all sectors undergoing highest congestion until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-04T19:07:11Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-148,stadium,E2_KPM,18.5,525.9,26.0,13.14\ncell-148,stadium,O1_PM,72.0,87.6,46.7,20.42\ncell-216,hospital_zone,E2_KPM,52.2,43.6,39.3,25.86\ncell-216,hospital_zone,O1_PM,76.3,424.6,47.9,15.44\ncell-248,north_cluster,O1_PM,76.2,194.1,47.6,12.09\ncell-248,north_cluster,E2_KPM,34.0,523.6,25.7,34.35\ncell-261,stadium,O1_PM,97.8,431.9,52.3,20.77\ncell-261,stadium,E2_KPM,45.9,95.2,38.6,31.12\ncell-269,north_cluster,E2_KPM,74.6,511.6,47.2,19.71\ncell-269,north_cluster,O1_PM,48.9,241.9,31.7,14.59\ncell-281,south_cluster,E2_KPM,30.6,50.8,24.4,31.29\ncell-281,south_cluster,O1_PM,59.3,359.2,42.7,20.91\ncell-297,south_cluster,O1_PM,50.7,77.2,42.4,12.38\ncell-297,south_cluster,E2_KPM,95.4,106.1,63.5,15.29\ncell-377,stadium,E2_KPM,35.4,312.2,35.5,22.88\ncell-377,stadium,O1_PM,32.3,620.0,24.4,19.36\ncell-392,hospital_zone,E2_KPM,62.7,454.1,43.4,5.37\ncell-392,hospital_zone,O1_PM,60.8,95.7,37.9,25.14\ncell-488,stadium,O1_PM,82.9,546.7,59.3,4.79\ncell-488,stadium,E2_KPM,20.1,223.5,24.1,1.17\ncell-492,stadium,E2_KPM,18.5,633.1,16.5,20.27\ncell-492,stadium,O1_PM,64.7,188.1,45.0,22.37\ncell-524,south_cluster,O1_PM,19.8,583.2,26.0,19.05\ncell-524,south_cluster,E2_KPM,44.8,478.4,40.4,7.99\ncell-541,north_cluster,E2_KPM,17.0,198.0,16.0,17.25\ncell-541,north_cluster,O1_PM,85.0,95.0,54.3,26.51\ncell-562,hospital_zone,E2_KPM,33.3,602.1,30.5,31.20\ncell-562,hospital_zone,O1_PM,54.4,341.2,43.9,12.44\ncell-588,south_cluster,O1_PM,48.4,463.4,40.4,19.36\ncell-588,south_cluster,E2_KPM,28.5,229.5,23.4,6.57\ncell-650,stadium,O1_PM,67.7,68.7,50.2,31.71\ncell-650,stadium,E2_KPM,59.6,499.4,39.4,21.42\ncell-674,south_cluster,E2_KPM,65.9,265.9,48.6,29.38\ncell-674,south_cluster,O1_PM,79.0,406.9,51.8,26.33\ncell-700,hospital_zone,E2_KPM,45.1,380.3,30.3,19.57\ncell-700,hospital_zone,O1_PM,69.0,81.8,44.4,24.46\ncell-895,north_cluster,O1_PM,34.1,76.0,26.3,12.64\ncell-895,north_cluster,E2_KPM,77.9,611.7,46.0,5.16\ncell-924,hospital_zone,O1_PM,52.1,61.2,34.4,7.42\ncell-924,hospital_zone,E2_KPM,27.1,310.9,21.4,5.10\ncell-964,north_cluster,E2_KPM,81.1,618.9,50.0,9.65\ncell-964,north_cluster,O1_PM,68.4,507.8,40.3,32.62\n", "truth": {"action": "restrict_edge", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "on_site", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "63bb6edbc1372f4baf168f6a73411dcf65a0b5d548e457e3cb7c14f1ac07d009", "telemetry_sha256": "98aad4b2f5d911bb5c5ae9e3e8b4a4ba67e76b6f68d52f759d24e196117d340d", "tokens_cl100k": {"telemetry": 1152, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-297", "edge_ue_thr_mbps": "cell-488"}, "decoy_cell": "cell-261", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0045", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "API submission from Datacrest: Prioritize our bulk edge analytics ingress feeds to high priority throughout the hospital zone for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-19T09:59:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-145,north_cluster,E2_KPM,49.8,629.0,42.5,7.66\ncell-145,north_cluster,O1_PM,15.8,310.9,21.0,29.20\ncell-157,south_cluster,E2_KPM,22.9,263.4,28.5,26.66\ncell-157,south_cluster,O1_PM,36.1,271.4,35.1,6.26\ncell-169,north_cluster,E2_KPM,27.6,436.5,28.3,21.36\ncell-169,north_cluster,O1_PM,17.0,512.1,17.4,34.09\ncell-290,south_cluster,O1_PM,63.1,58.3,40.3,29.39\ncell-290,south_cluster,E2_KPM,32.4,102.7,25.8,29.54\ncell-293,hospital_zone,E2_KPM,53.3,124.8,39.0,31.67\ncell-293,hospital_zone,O1_PM,19.5,205.6,20.5,24.44\ncell-339,stadium,E2_KPM,43.4,469.8,30.5,20.64\ncell-339,stadium,O1_PM,57.3,462.8,40.4,32.23\ncell-400,stadium,O1_PM,21.9,507.3,20.4,8.18\ncell-400,stadium,E2_KPM,49.2,358.6,33.3,32.58\ncell-420,hospital_zone,O1_PM,29.0,450.6,20.8,12.27\ncell-420,hospital_zone,E2_KPM,69.7,503.2,45.1,16.30\ncell-460,stadium,O1_PM,28.9,501.4,23.2,15.10\ncell-460,stadium,E2_KPM,78.4,421.2,54.6,11.58\ncell-469,south_cluster,O1_PM,36.6,139.4,35.7,14.99\ncell-469,south_cluster,E2_KPM,68.5,76.9,43.7,26.53\ncell-511,north_cluster,O1_PM,38.8,389.0,33.5,34.05\ncell-511,north_cluster,E2_KPM,89.4,499.9,62.5,32.64\ncell-567,south_cluster,O1_PM,55.9,114.6,38.4,28.47\ncell-567,south_cluster,E2_KPM,51.2,417.8,34.1,29.43\ncell-571,stadium,E2_KPM,51.5,249.0,33.6,26.76\ncell-571,stadium,O1_PM,80.4,336.7,51.9,28.16\ncell-606,hospital_zone,E2_KPM,54.3,106.4,39.4,0.76\ncell-606,hospital_zone,O1_PM,34.1,204.3,24.2,16.35\ncell-655,south_cluster,E2_KPM,67.8,458.2,41.4,25.91\ncell-655,south_cluster,O1_PM,91.1,550.0,35.7,23.36\ncell-664,north_cluster,O1_PM,58.6,505.7,47.3,17.71\ncell-664,north_cluster,E2_KPM,41.2,487.1,29.0,19.35\ncell-739,hospital_zone,E2_KPM,78.1,466.4,54.9,6.08\ncell-739,hospital_zone,O1_PM,34.6,360.9,28.7,33.27\ncell-760,south_cluster,O1_PM,55.5,464.8,41.6,26.88\ncell-760,south_cluster,E2_KPM,26.3,383.9,30.2,12.72\ncell-784,north_cluster,O1_PM,49.0,171.4,31.7,5.73\ncell-784,north_cluster,E2_KPM,73.2,405.1,46.5,7.84\ncell-806,stadium,E2_KPM,17.2,601.2,17.6,21.34\ncell-806,stadium,O1_PM,71.8,307.0,43.2,21.58\ncell-959,hospital_zone,E2_KPM,54.0,615.5,43.2,14.73\ncell-959,hospital_zone,O1_PM,26.6,455.9,29.5,34.88\n", "truth": {"action": "prioritise", "class": "analytics_offload", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b6aa3407f0f29cb0846cb2e4222e154ceca9a780c0488420e70141238a70606d", "telemetry_sha256": "ffd6f59faf7ef68ca6862108799da445cee9fd2f726494ac1c28b57752f41d20", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-511", "edge_ue_thr_mbps": "cell-606"}, "decoy_cell": "cell-655"}}
+{"case_id": "ranintent_v1_test_0046", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Assistant, reduce Lumen Media consumer video streaming to normal priority across the south cluster until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-15T07:43:16Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-149,south_cluster,O1_PM,44.2,457.3,30.7,34.88\ncell-149,south_cluster,E2_KPM,86.1,91.9,60.2,28.17\ncell-197,hospital_zone,O1_PM,43.8,264.5,35.1,26.89\ncell-197,hospital_zone,E2_KPM,60.7,283.5,42.3,9.45\ncell-204,hospital_zone,O1_PM,56.5,482.0,45.4,22.17\ncell-204,hospital_zone,E2_KPM,35.8,419.5,28.2,19.09\ncell-222,stadium,O1_PM,89.5,430.7,51.8,27.28\ncell-222,stadium,E2_KPM,56.4,223.7,44.8,10.47\ncell-305,stadium,E2_KPM,63.9,227.2,38.8,32.52\ncell-305,stadium,O1_PM,19.7,495.2,21.6,11.36\ncell-336,north_cluster,O1_PM,49.0,397.6,41.7,30.72\ncell-336,north_cluster,E2_KPM,69.5,625.5,43.5,13.51\ncell-360,north_cluster,E2_KPM,44.5,138.2,39.5,11.53\ncell-360,north_cluster,O1_PM,26.1,444.4,22.1,32.60\ncell-376,north_cluster,O1_PM,28.2,392.3,25.1,8.44\ncell-376,north_cluster,E2_KPM,24.1,131.3,23.8,0.44\ncell-440,stadium,E2_KPM,67.0,71.7,49.9,13.14\ncell-440,stadium,O1_PM,68.2,268.5,42.4,24.23\ncell-454,south_cluster,E2_KPM,46.4,472.2,35.0,23.38\ncell-454,south_cluster,O1_PM,28.4,54.9,28.7,22.38\ncell-502,north_cluster,E2_KPM,61.6,205.6,45.7,18.93\ncell-502,north_cluster,O1_PM,34.3,148.5,32.0,33.01\ncell-528,hospital_zone,E2_KPM,54.6,71.3,38.5,30.33\ncell-528,hospital_zone,O1_PM,39.7,289.4,34.9,28.59\ncell-535,south_cluster,E2_KPM,22.2,131.2,19.8,6.01\ncell-535,south_cluster,O1_PM,61.6,173.3,43.1,34.91\ncell-556,stadium,E2_KPM,48.8,293.4,42.4,34.81\ncell-556,stadium,O1_PM,77.6,533.5,52.8,28.08\ncell-632,south_cluster,O1_PM,62.2,133.0,45.3,22.90\ncell-632,south_cluster,E2_KPM,66.3,106.2,44.7,13.20\ncell-663,stadium,O1_PM,68.1,310.4,50.8,20.59\ncell-663,stadium,E2_KPM,49.4,605.0,41.5,4.17\ncell-690,hospital_zone,O1_PM,55.9,439.5,45.2,32.57\ncell-690,hospital_zone,E2_KPM,54.9,607.5,35.3,13.26\ncell-712,hospital_zone,E2_KPM,43.5,222.8,28.8,20.75\ncell-712,hospital_zone,O1_PM,44.4,523.0,29.2,32.53\ncell-729,south_cluster,O1_PM,38.8,610.3,31.0,18.52\ncell-729,south_cluster,E2_KPM,69.4,521.1,50.6,12.60\ncell-898,stadium,E2_KPM,66.3,616.5,50.9,33.41\ncell-898,stadium,O1_PM,61.2,377.0,45.9,18.05\ncell-970,north_cluster,O1_PM,50.8,142.6,36.8,16.88\ncell-970,north_cluster,E2_KPM,44.2,143.6,32.6,33.78\n", "truth": {"action": "deprioritise", "class": "video_streaming", "scope": "south_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "6e96fecf2c3c37b509bb4c461953b1819305473e7e29a41030e95731e4b4b52d", "telemetry_sha256": "dd66893af48a8fbdfc9aadcf42c3083f09babbfc65fd38f41e37472ffce54b51", "tokens_cl100k": {"telemetry": 1152, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-149", "edge_ue_thr_mbps": "cell-376"}, "decoy_cell": "cell-222"}}
+{"case_id": "ranintent_v1_test_0047", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Dear Network Engineers, please revert all Lumen Media interactive XR and cloud gaming streams to their default configuration in the north cluster, clearing past modifications.", "telemetry": "KPM telemetry snapshot at 2026-10-04T11:06:51Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,south_cluster,O1_PM,71.5,643.1,50.6,30.77\ncell-100,south_cluster,E2_KPM,51.3,53.1,36.4,26.07\ncell-116,north_cluster,O1_PM,35.9,434.1,32.6,22.38\ncell-116,north_cluster,E2_KPM,62.4,321.9,41.2,10.28\ncell-151,stadium,O1_PM,56.7,363.1,43.5,24.01\ncell-151,stadium,E2_KPM,30.6,466.8,21.8,15.23\ncell-197,south_cluster,E2_KPM,72.0,372.1,42.6,25.31\ncell-197,south_cluster,O1_PM,77.6,91.6,55.9,23.41\ncell-221,hospital_zone,E2_KPM,42.9,454.3,37.3,1.08\ncell-221,hospital_zone,O1_PM,48.0,199.3,34.7,14.20\ncell-233,north_cluster,E2_KPM,41.2,298.8,37.1,28.35\ncell-233,north_cluster,O1_PM,26.5,565.3,29.6,22.65\ncell-275,hospital_zone,O1_PM,58.5,364.2,41.5,34.80\ncell-275,hospital_zone,E2_KPM,84.3,507.2,53.9,33.52\ncell-364,hospital_zone,E2_KPM,38.5,546.2,26.6,10.48\ncell-364,hospital_zone,O1_PM,37.5,277.3,33.4,32.32\ncell-381,stadium,O1_PM,78.8,287.9,55.1,7.86\ncell-381,stadium,E2_KPM,34.7,388.8,35.3,5.70\ncell-406,stadium,O1_PM,61.5,277.5,41.2,17.34\ncell-406,stadium,E2_KPM,19.8,497.9,19.7,15.71\ncell-439,north_cluster,O1_PM,51.9,431.7,38.0,31.87\ncell-439,north_cluster,E2_KPM,81.7,139.3,47.0,23.99\ncell-441,south_cluster,O1_PM,28.3,375.1,28.7,32.89\ncell-441,south_cluster,E2_KPM,86.9,49.1,54.9,30.42\ncell-616,stadium,O1_PM,79.2,322.8,51.7,4.66\ncell-616,stadium,E2_KPM,44.6,208.7,36.3,20.62\ncell-637,hospital_zone,E2_KPM,82.9,245.0,51.7,20.64\ncell-637,hospital_zone,O1_PM,97.3,101.5,36.9,28.12\ncell-643,north_cluster,E2_KPM,95.1,480.5,54.5,12.88\ncell-643,north_cluster,O1_PM,74.9,59.3,44.9,16.85\ncell-746,south_cluster,E2_KPM,52.2,521.9,44.0,34.90\ncell-746,south_cluster,O1_PM,54.1,640.3,39.3,23.99\ncell-759,north_cluster,O1_PM,70.1,557.7,51.0,25.62\ncell-759,north_cluster,E2_KPM,66.7,270.9,46.5,18.19\ncell-825,stadium,E2_KPM,30.3,571.2,31.5,28.43\ncell-825,stadium,O1_PM,49.1,558.9,36.3,12.16\ncell-860,hospital_zone,O1_PM,43.0,318.2,34.4,16.59\ncell-860,hospital_zone,E2_KPM,55.5,215.6,45.0,32.60\ncell-957,south_cluster,O1_PM,71.4,178.6,48.3,25.27\ncell-957,south_cluster,E2_KPM,19.1,588.9,25.7,17.20\ncell-976,hospital_zone,E2_KPM,21.6,635.6,22.6,12.70\ncell-976,hospital_zone,O1_PM,33.0,413.3,26.2,21.98\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3f6dbeb06745bd97a8ed2cf9f1b18fa4604025dd72d5b1ac0ec8ba1338a58815", "telemetry_sha256": "2229879167a39c44679602c767ac9f98df2f52c0fca1b6557a7fedcee21fa949", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-643", "edge_ue_thr_mbps": "cell-221"}, "decoy_cell": "cell-637"}}
+{"case_id": "ranintent_v1_test_0048", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Operations Ticket: Constrain computing workloads for bulk analytics upload traffic to go no farther than a regional cloud center across sectors where boundary users face lowest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-08T12:50:55Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,stadium,O1_PM,15.6,389.3,15.2,21.15\ncell-105,stadium,E2_KPM,22.7,423.4,18.0,14.43\ncell-259,south_cluster,O1_PM,77.2,206.3,56.1,12.96\ncell-259,south_cluster,E2_KPM,63.8,562.6,42.8,14.05\ncell-261,north_cluster,O1_PM,59.2,235.6,41.2,18.22\ncell-261,north_cluster,E2_KPM,34.5,366.2,24.2,24.01\ncell-297,hospital_zone,E2_KPM,27.0,349.1,22.1,17.07\ncell-297,hospital_zone,O1_PM,62.6,478.2,40.0,16.68\ncell-302,stadium,O1_PM,53.2,409.4,39.7,15.47\ncell-302,stadium,E2_KPM,38.0,531.3,30.9,30.22\ncell-442,hospital_zone,E2_KPM,18.9,428.0,19.9,21.31\ncell-442,hospital_zone,O1_PM,67.3,284.1,45.2,30.41\ncell-524,north_cluster,O1_PM,23.7,75.0,27.3,13.16\ncell-524,north_cluster,E2_KPM,66.7,405.4,43.2,20.41\ncell-611,south_cluster,E2_KPM,65.4,467.4,43.5,23.99\ncell-611,south_cluster,O1_PM,28.5,437.3,20.8,17.68\ncell-642,hospital_zone,E2_KPM,55.4,229.7,35.9,22.41\ncell-642,hospital_zone,O1_PM,71.0,539.8,52.7,16.97\ncell-682,hospital_zone,E2_KPM,76.3,639.1,53.6,21.49\ncell-682,hospital_zone,O1_PM,69.9,478.2,45.8,7.88\ncell-731,south_cluster,O1_PM,50.4,182.3,35.4,16.85\ncell-731,south_cluster,E2_KPM,21.4,250.9,20.8,16.69\ncell-739,south_cluster,E2_KPM,51.0,502.2,31.8,18.49\ncell-739,south_cluster,O1_PM,49.8,252.4,38.1,0.31\ncell-763,stadium,O1_PM,81.0,434.6,51.6,14.09\ncell-763,stadium,E2_KPM,79.4,311.6,52.2,32.99\ncell-782,stadium,E2_KPM,74.5,308.3,53.1,32.64\ncell-782,stadium,O1_PM,16.5,555.9,19.8,26.13\ncell-783,stadium,O1_PM,71.4,218.6,52.6,9.16\ncell-783,stadium,E2_KPM,83.0,327.1,54.3,13.15\ncell-798,north_cluster,E2_KPM,51.6,344.8,40.5,31.65\ncell-798,north_cluster,O1_PM,33.8,557.3,28.0,30.09\ncell-800,south_cluster,E2_KPM,18.1,244.6,22.3,25.23\ncell-800,south_cluster,O1_PM,55.4,601.9,39.1,5.47\ncell-873,north_cluster,O1_PM,26.2,600.8,22.9,26.94\ncell-873,north_cluster,E2_KPM,62.3,492.2,42.7,13.89\ncell-879,south_cluster,E2_KPM,34.4,550.1,26.2,22.13\ncell-879,south_cluster,O1_PM,60.7,593.4,37.7,32.65\ncell-901,north_cluster,O1_PM,83.2,288.6,53.7,34.05\ncell-901,north_cluster,E2_KPM,93.7,273.9,61.9,18.06\ncell-930,hospital_zone,O1_PM,63.7,101.2,39.3,31.49\ncell-930,hospital_zone,E2_KPM,44.6,100.3,31.6,1.55\n", "truth": {"action": "restrict_edge", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ec6295b8684bee69b5b21979142318bd7a5688d2de4c7331a21fdaca2ca5a21c", "telemetry_sha256": "66066666366cfebf5acd0461a055dcf11e60d1e8a3d794ca849a7943d8b53491", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-901", "edge_ue_thr_mbps": "cell-930"}, "decoy_cell": "cell-739", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0049", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC notice: ensure compute execution for robotic closed-loop control communications does not exceed the metro edge facility on cells under peak load for the next 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-03T20:41:45Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,south_cluster,E2_KPM,16.7,202.0,14.9,15.22\ncell-112,south_cluster,O1_PM,47.8,446.7,32.0,19.46\ncell-113,hospital_zone,E2_KPM,42.2,414.1,27.2,6.19\ncell-113,hospital_zone,O1_PM,79.5,120.4,46.0,27.15\ncell-157,hospital_zone,E2_KPM,39.4,543.0,32.9,18.31\ncell-157,hospital_zone,O1_PM,95.2,239.6,44.1,14.88\ncell-160,south_cluster,E2_KPM,29.3,441.3,21.5,10.61\ncell-160,south_cluster,O1_PM,35.9,595.7,33.9,13.40\ncell-182,south_cluster,O1_PM,55.0,567.5,38.2,26.24\ncell-182,south_cluster,E2_KPM,64.8,269.9,40.1,21.93\ncell-264,north_cluster,O1_PM,75.7,505.2,54.5,18.16\ncell-264,north_cluster,E2_KPM,35.5,264.5,33.2,17.43\ncell-280,south_cluster,E2_KPM,56.8,214.0,41.7,30.56\ncell-280,south_cluster,O1_PM,27.6,85.7,24.6,34.91\ncell-291,hospital_zone,O1_PM,55.4,419.9,45.6,27.22\ncell-291,hospital_zone,E2_KPM,59.6,509.7,41.0,4.79\ncell-410,north_cluster,O1_PM,53.2,103.9,43.3,7.17\ncell-410,north_cluster,E2_KPM,65.2,423.7,42.2,33.85\ncell-440,stadium,O1_PM,15.6,42.6,21.0,5.09\ncell-440,stadium,E2_KPM,41.8,155.6,31.7,16.37\ncell-445,hospital_zone,O1_PM,26.2,208.0,29.5,23.93\ncell-445,hospital_zone,E2_KPM,47.1,482.3,39.4,18.90\ncell-450,stadium,E2_KPM,15.7,223.1,14.7,16.01\ncell-450,stadium,O1_PM,67.1,324.4,51.0,15.48\ncell-609,south_cluster,O1_PM,69.1,303.4,52.4,7.50\ncell-609,south_cluster,E2_KPM,73.2,51.0,49.8,11.35\ncell-640,stadium,E2_KPM,40.0,118.4,37.6,6.68\ncell-640,stadium,O1_PM,29.9,509.3,21.3,30.59\ncell-643,stadium,O1_PM,32.6,633.6,24.5,13.59\ncell-643,stadium,E2_KPM,92.7,257.5,56.1,34.42\ncell-646,stadium,E2_KPM,54.4,72.0,35.9,17.32\ncell-646,stadium,O1_PM,23.9,136.9,24.3,15.32\ncell-671,north_cluster,O1_PM,27.3,172.1,23.9,21.83\ncell-671,north_cluster,E2_KPM,57.6,249.8,35.9,25.83\ncell-677,hospital_zone,E2_KPM,61.6,497.7,41.7,14.20\ncell-677,hospital_zone,O1_PM,23.9,611.3,29.7,32.66\ncell-710,north_cluster,E2_KPM,80.4,641.9,55.9,7.30\ncell-710,north_cluster,O1_PM,42.5,596.7,35.8,14.69\ncell-902,north_cluster,O1_PM,48.8,523.9,31.4,14.68\ncell-902,north_cluster,E2_KPM,65.8,78.7,49.3,1.09\ncell-954,north_cluster,E2_KPM,60.4,352.6,44.7,26.98\ncell-954,north_cluster,O1_PM,19.0,164.5,23.5,24.99\n", "truth": {"action": "restrict_edge", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "88532944374df942d15a67cf6347a745700158a4ba994fa9eb7913fbf10e926e", "telemetry_sha256": "b0cf0a7e4fc0616972f1200d1dc51e19bc6ab38f0d42380e6a2eef1dbbf4fae1", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-643", "edge_ue_thr_mbps": "cell-902"}, "decoy_cell": "cell-157", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0050", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The operator shall permit offloading of commercial streaming media computations to any available edge site or centralized cloud facility on sectors where peripheral users experience the worst throughput, valid for a 15-minute timeframe.", "telemetry": "KPM telemetry snapshot at 2026-10-05T15:15:44Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,north_cluster,O1_PM,47.6,420.4,40.3,28.55\ncell-122,north_cluster,E2_KPM,26.9,527.5,22.7,18.60\ncell-134,south_cluster,O1_PM,16.3,57.5,17.2,0.64\ncell-134,south_cluster,E2_KPM,43.9,644.3,39.5,16.13\ncell-150,stadium,O1_PM,47.4,534.4,33.2,4.89\ncell-150,stadium,E2_KPM,78.6,591.0,50.8,21.00\ncell-165,stadium,E2_KPM,87.9,103.3,60.7,11.97\ncell-165,stadium,O1_PM,18.2,254.9,24.6,7.29\ncell-211,north_cluster,E2_KPM,43.0,234.9,28.3,28.57\ncell-211,north_cluster,O1_PM,69.2,116.7,41.5,25.36\ncell-254,stadium,E2_KPM,49.8,446.6,34.8,34.93\ncell-254,stadium,O1_PM,42.8,615.4,35.2,16.01\ncell-431,north_cluster,O1_PM,57.3,324.3,37.0,22.84\ncell-431,north_cluster,E2_KPM,77.0,409.7,50.1,19.00\ncell-503,north_cluster,E2_KPM,31.8,60.4,31.1,19.26\ncell-503,north_cluster,O1_PM,15.8,463.4,17.1,18.32\ncell-517,north_cluster,O1_PM,59.3,491.2,38.5,24.27\ncell-517,north_cluster,E2_KPM,69.2,468.1,50.3,1.27\ncell-733,south_cluster,E2_KPM,54.1,257.1,37.2,10.33\ncell-733,south_cluster,O1_PM,31.8,194.0,22.0,10.52\ncell-739,stadium,O1_PM,50.7,561.8,40.6,6.02\ncell-739,stadium,E2_KPM,34.0,139.5,31.0,18.33\ncell-765,hospital_zone,O1_PM,73.4,94.3,47.0,7.66\ncell-765,hospital_zone,E2_KPM,30.9,573.0,26.3,31.46\ncell-781,hospital_zone,O1_PM,51.0,416.6,36.9,16.80\ncell-781,hospital_zone,E2_KPM,64.6,256.4,41.9,25.89\ncell-800,south_cluster,E2_KPM,55.9,310.0,37.8,31.11\ncell-800,south_cluster,O1_PM,21.8,72.4,26.0,30.98\ncell-813,hospital_zone,O1_PM,40.3,550.2,36.1,22.50\ncell-813,hospital_zone,E2_KPM,65.5,63.2,43.2,10.72\ncell-818,south_cluster,O1_PM,74.0,635.8,49.0,19.36\ncell-818,south_cluster,E2_KPM,50.7,450.2,39.1,4.75\ncell-822,hospital_zone,O1_PM,59.3,183.8,36.1,4.56\ncell-822,hospital_zone,E2_KPM,50.1,418.7,32.4,33.66\ncell-834,hospital_zone,E2_KPM,73.7,57.9,43.8,22.65\ncell-834,hospital_zone,O1_PM,74.9,250.4,52.4,24.65\ncell-840,stadium,E2_KPM,27.3,550.6,28.5,16.87\ncell-840,stadium,O1_PM,76.5,448.0,46.5,15.21\ncell-922,stadium,O1_PM,37.0,393.4,29.7,20.50\ncell-922,stadium,E2_KPM,68.4,324.3,49.8,18.59\ncell-986,south_cluster,O1_PM,41.3,226.9,38.2,24.35\ncell-986,south_cluster,E2_KPM,46.1,637.4,36.7,10.95\n", "truth": {"action": "relax_edge", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "de3c14c52d182e3e20b25061b9ec919d0f1f6202964afbe000896aed2e309ca3", "telemetry_sha256": "6fe6f55a1430434becac8e022307f1a0ec63aa2ca2cd71f3eba244e99ac3c24d", "tokens_cl100k": {"telemetry": 1152, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-165", "edge_ue_thr_mbps": "cell-517"}, "decoy_cell": "cell-134", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0051", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Elevate unclassified best-effort traffic to critical top-level scheduling priority across the south cluster for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-22T10:07:05Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,hospital_zone,O1_PM,45.3,440.6,34.5,33.72\ncell-137,hospital_zone,E2_KPM,58.4,531.6,44.0,4.89\ncell-149,stadium,E2_KPM,27.5,527.4,29.6,6.06\ncell-149,stadium,O1_PM,31.8,230.6,33.6,23.50\ncell-194,north_cluster,O1_PM,60.3,260.7,45.1,29.79\ncell-194,north_cluster,E2_KPM,68.7,542.9,50.0,26.69\ncell-225,south_cluster,E2_KPM,30.5,253.3,24.6,25.99\ncell-225,south_cluster,O1_PM,16.4,558.9,15.3,23.70\ncell-318,south_cluster,O1_PM,75.7,410.6,50.0,20.05\ncell-318,south_cluster,E2_KPM,61.3,480.2,45.3,29.56\ncell-344,south_cluster,E2_KPM,33.0,539.3,28.2,26.78\ncell-344,south_cluster,O1_PM,50.5,267.5,42.8,23.40\ncell-361,stadium,E2_KPM,66.0,628.7,48.5,28.07\ncell-361,stadium,O1_PM,94.3,201.9,50.8,12.97\ncell-381,stadium,E2_KPM,59.8,648.9,45.3,17.77\ncell-381,stadium,O1_PM,44.0,578.4,33.6,31.35\ncell-570,hospital_zone,E2_KPM,72.4,545.2,52.9,6.58\ncell-570,hospital_zone,O1_PM,47.1,400.9,40.3,28.95\ncell-639,stadium,E2_KPM,31.5,516.7,26.3,4.57\ncell-639,stadium,O1_PM,32.8,591.1,26.0,15.51\ncell-686,hospital_zone,O1_PM,67.6,277.8,49.3,16.19\ncell-686,hospital_zone,E2_KPM,23.0,223.1,22.3,27.43\ncell-693,stadium,E2_KPM,54.2,316.0,43.8,24.62\ncell-693,stadium,O1_PM,67.6,154.1,50.8,32.46\ncell-696,south_cluster,E2_KPM,43.1,114.5,39.1,1.18\ncell-696,south_cluster,O1_PM,80.3,351.9,57.7,19.23\ncell-723,hospital_zone,E2_KPM,67.5,381.8,46.8,14.89\ncell-723,hospital_zone,O1_PM,16.8,290.8,18.9,19.83\ncell-728,hospital_zone,E2_KPM,80.1,420.7,46.6,4.84\ncell-728,hospital_zone,O1_PM,18.4,485.3,17.0,7.23\ncell-739,stadium,O1_PM,35.2,226.5,33.0,21.34\ncell-739,stadium,E2_KPM,67.8,282.0,43.6,11.83\ncell-845,north_cluster,O1_PM,67.1,57.8,43.1,15.92\ncell-845,north_cluster,E2_KPM,92.2,193.3,57.3,32.45\ncell-846,north_cluster,E2_KPM,27.1,515.5,23.3,14.44\ncell-846,north_cluster,O1_PM,24.1,559.9,21.6,10.14\ncell-868,north_cluster,E2_KPM,34.0,389.0,31.8,23.04\ncell-868,north_cluster,O1_PM,38.4,606.4,35.4,22.45\ncell-874,north_cluster,O1_PM,31.3,318.2,27.5,24.11\ncell-874,north_cluster,E2_KPM,62.9,41.6,40.7,26.48\ncell-894,south_cluster,O1_PM,17.1,52.0,22.1,33.36\ncell-894,south_cluster,E2_KPM,28.7,57.9,25.0,8.47\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "4403433e854181a181238a039c9ee3470166e81085249f2512b9de3e200485b6", "telemetry_sha256": "9b99e8100f4678ddc9aeb7f3fd057b538239f0cf58589a1f90aae6b04dbf87c7", "tokens_cl100k": {"telemetry": 1152, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-845", "edge_ue_thr_mbps": "cell-696"}, "decoy_cell": "cell-361"}}
+{"case_id": "ranintent_v1_test_0052", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Assistant, reserve at least 10 percent of radio resources for our low-speed sensors and meters across the most congested cells.", "telemetry": "KPM telemetry snapshot at 2026-10-03T17:33:12Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-209,south_cluster,E2_KPM,47.8,320.2,31.1,32.42\ncell-209,south_cluster,O1_PM,95.2,404.1,14.9,7.88\ncell-221,hospital_zone,O1_PM,81.9,455.7,54.9,19.87\ncell-221,hospital_zone,E2_KPM,28.2,568.2,30.3,28.04\ncell-269,hospital_zone,O1_PM,75.0,306.0,46.4,23.26\ncell-269,hospital_zone,E2_KPM,43.7,395.8,36.8,8.47\ncell-303,stadium,E2_KPM,24.2,451.4,18.4,27.85\ncell-303,stadium,O1_PM,50.0,241.1,32.5,4.50\ncell-364,north_cluster,E2_KPM,67.9,351.2,43.9,23.02\ncell-364,north_cluster,O1_PM,37.9,506.0,29.9,21.66\ncell-366,stadium,E2_KPM,47.1,166.3,35.2,34.84\ncell-366,stadium,O1_PM,81.6,422.3,50.1,21.56\ncell-493,south_cluster,E2_KPM,27.6,112.2,28.3,25.90\ncell-493,south_cluster,O1_PM,71.9,521.7,50.0,30.97\ncell-499,south_cluster,E2_KPM,25.0,88.3,30.0,14.30\ncell-499,south_cluster,O1_PM,32.6,348.9,32.1,26.95\ncell-507,north_cluster,E2_KPM,93.1,413.1,60.6,33.86\ncell-507,north_cluster,O1_PM,38.2,244.1,29.3,27.52\ncell-514,south_cluster,E2_KPM,53.7,176.3,41.6,23.65\ncell-514,south_cluster,O1_PM,83.6,519.2,49.1,7.44\ncell-551,south_cluster,O1_PM,44.2,190.8,38.5,23.29\ncell-551,south_cluster,E2_KPM,23.1,310.7,19.8,14.26\ncell-599,north_cluster,E2_KPM,75.3,462.3,53.2,19.95\ncell-599,north_cluster,O1_PM,76.0,302.2,55.9,21.31\ncell-656,north_cluster,O1_PM,53.0,248.0,33.9,5.64\ncell-656,north_cluster,E2_KPM,27.4,108.0,24.3,12.65\ncell-679,stadium,E2_KPM,57.8,111.5,45.6,0.51\ncell-679,stadium,O1_PM,37.6,133.4,26.7,16.58\ncell-685,stadium,E2_KPM,69.0,532.9,47.8,21.01\ncell-685,stadium,O1_PM,67.2,409.4,41.8,34.18\ncell-687,stadium,O1_PM,71.7,71.3,43.3,29.39\ncell-687,stadium,E2_KPM,16.0,479.5,18.3,31.23\ncell-808,north_cluster,O1_PM,38.0,302.8,27.2,5.52\ncell-808,north_cluster,E2_KPM,51.9,111.7,41.4,32.25\ncell-822,south_cluster,E2_KPM,77.9,618.5,48.6,21.97\ncell-822,south_cluster,O1_PM,28.3,455.0,23.2,34.73\ncell-846,hospital_zone,O1_PM,57.4,111.9,44.9,12.58\ncell-846,hospital_zone,E2_KPM,50.4,167.2,39.8,28.74\ncell-916,hospital_zone,E2_KPM,75.7,78.1,49.7,20.29\ncell-916,hospital_zone,O1_PM,49.0,276.3,34.6,14.44\ncell-925,hospital_zone,O1_PM,15.7,419.3,20.0,33.04\ncell-925,hospital_zone,E2_KPM,71.2,408.8,52.4,10.56\n", "truth": {"action": "guarantee_share", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "10", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "dc3f2659107bc5a2649cb49e6cd1303be71345a54b1e6c4e07e7c376b37e2871", "telemetry_sha256": "42523d4db83e9f714bd25291178167e0d497ce5329aa76bd056619e3e68a5e14", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-507", "edge_ue_thr_mbps": "cell-679"}, "decoy_cell": "cell-209", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0053", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello team, please clear existing priority overrides and revert first responder camera feeds from ambulances and bodycams back to standard handling in the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-06T14:03:51Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,stadium,O1_PM,32.3,421.3,25.4,28.81\ncell-120,stadium,E2_KPM,59.0,432.3,41.3,14.08\ncell-193,south_cluster,E2_KPM,43.6,323.9,31.9,14.04\ncell-193,south_cluster,O1_PM,81.5,561.9,47.1,21.55\ncell-212,hospital_zone,E2_KPM,53.1,229.8,38.4,27.52\ncell-212,hospital_zone,O1_PM,77.2,510.6,44.7,29.43\ncell-224,hospital_zone,O1_PM,49.5,125.0,37.9,11.73\ncell-224,hospital_zone,E2_KPM,70.5,480.0,45.7,10.21\ncell-248,north_cluster,E2_KPM,29.3,288.5,22.8,18.78\ncell-248,north_cluster,O1_PM,50.2,234.0,41.5,26.85\ncell-272,north_cluster,O1_PM,33.7,140.0,31.8,26.85\ncell-272,north_cluster,E2_KPM,23.6,318.4,22.2,9.49\ncell-355,stadium,O1_PM,71.1,344.2,52.3,24.23\ncell-355,stadium,E2_KPM,22.8,572.2,23.5,14.05\ncell-366,stadium,O1_PM,29.2,476.1,28.8,16.28\ncell-366,stadium,E2_KPM,23.8,250.7,22.6,16.29\ncell-418,south_cluster,E2_KPM,31.7,474.9,24.8,24.75\ncell-418,south_cluster,O1_PM,22.9,520.8,22.9,9.06\ncell-439,stadium,O1_PM,52.9,492.5,36.7,20.02\ncell-439,stadium,E2_KPM,61.1,456.9,40.8,9.20\ncell-468,stadium,E2_KPM,71.5,596.1,47.0,10.12\ncell-468,stadium,O1_PM,16.4,584.2,17.0,5.42\ncell-476,hospital_zone,O1_PM,24.9,325.1,23.1,27.56\ncell-476,hospital_zone,E2_KPM,49.3,415.9,38.5,12.38\ncell-512,hospital_zone,O1_PM,79.3,465.6,55.4,19.00\ncell-512,hospital_zone,E2_KPM,56.5,194.9,40.0,28.66\ncell-525,south_cluster,E2_KPM,67.9,188.3,41.2,29.23\ncell-525,south_cluster,O1_PM,57.2,528.0,44.3,8.65\ncell-537,hospital_zone,E2_KPM,52.1,262.3,37.4,23.16\ncell-537,hospital_zone,O1_PM,92.1,427.3,45.0,24.70\ncell-568,south_cluster,E2_KPM,57.6,283.2,39.6,22.33\ncell-568,south_cluster,O1_PM,19.9,523.4,27.5,22.60\ncell-635,hospital_zone,E2_KPM,30.8,274.6,28.5,1.11\ncell-635,hospital_zone,O1_PM,71.4,214.7,42.1,5.85\ncell-880,north_cluster,E2_KPM,59.7,501.7,39.2,18.46\ncell-880,north_cluster,O1_PM,34.7,150.6,32.6,26.07\ncell-892,south_cluster,O1_PM,77.2,290.4,48.2,15.08\ncell-892,south_cluster,E2_KPM,67.0,380.4,51.0,32.85\ncell-921,north_cluster,O1_PM,73.3,497.2,53.4,33.91\ncell-921,north_cluster,E2_KPM,89.8,93.4,58.4,15.99\ncell-955,north_cluster,E2_KPM,33.0,341.7,28.4,13.73\ncell-955,north_cluster,O1_PM,38.2,252.6,32.6,22.77\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "841e8530047c1c733b58a0ccfdcb3c513b121722f9da7258f9c86004e7199b37", "telemetry_sha256": "727bb259f9d2272a3925ce7a8ee09677b69c6354a794e289470380708bc6022f", "tokens_cl100k": {"telemetry": 1154, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-921", "edge_ue_thr_mbps": "cell-635"}, "decoy_cell": "cell-537"}}
+{"case_id": "ranintent_v1_test_0054", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Service Ticket: Downgrade best-effort web traffic to low priority in the south cluster until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-02T07:55:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-149,hospital_zone,O1_PM,37.4,50.2,33.2,28.55\ncell-149,hospital_zone,E2_KPM,33.0,141.4,28.6,11.60\ncell-183,north_cluster,O1_PM,39.2,467.7,31.4,7.78\ncell-183,north_cluster,E2_KPM,25.8,546.6,25.2,6.08\ncell-219,north_cluster,E2_KPM,70.3,634.7,51.6,4.96\ncell-219,north_cluster,O1_PM,20.1,211.1,16.9,20.66\ncell-308,south_cluster,O1_PM,45.0,292.5,35.8,20.77\ncell-308,south_cluster,E2_KPM,23.4,465.0,24.6,17.56\ncell-373,stadium,E2_KPM,41.9,449.2,28.6,9.46\ncell-373,stadium,O1_PM,33.4,243.6,29.2,19.31\ncell-438,stadium,O1_PM,61.7,55.5,44.1,21.01\ncell-438,stadium,E2_KPM,31.8,150.6,30.1,9.46\ncell-446,hospital_zone,E2_KPM,75.4,206.7,51.5,13.99\ncell-446,hospital_zone,O1_PM,55.5,80.9,44.9,12.61\ncell-462,south_cluster,E2_KPM,71.3,224.8,44.2,19.15\ncell-462,south_cluster,O1_PM,35.1,462.3,29.7,32.04\ncell-479,north_cluster,E2_KPM,74.0,312.3,43.8,13.77\ncell-479,north_cluster,O1_PM,72.6,181.0,53.6,14.75\ncell-496,north_cluster,E2_KPM,26.8,244.4,25.3,8.74\ncell-496,north_cluster,O1_PM,69.1,235.5,50.2,10.87\ncell-516,hospital_zone,E2_KPM,70.7,128.7,42.1,15.56\ncell-516,hospital_zone,O1_PM,52.1,214.5,43.0,16.91\ncell-600,north_cluster,O1_PM,66.0,396.2,42.8,18.91\ncell-600,north_cluster,E2_KPM,53.4,84.6,39.2,9.58\ncell-623,stadium,E2_KPM,92.8,53.6,55.9,7.11\ncell-623,stadium,O1_PM,79.0,585.3,51.5,10.75\ncell-625,stadium,O1_PM,23.0,397.3,21.6,15.09\ncell-625,stadium,E2_KPM,36.2,574.5,26.0,34.55\ncell-694,south_cluster,O1_PM,72.3,341.4,53.4,26.90\ncell-694,south_cluster,E2_KPM,50.8,646.5,42.1,1.07\ncell-710,hospital_zone,O1_PM,80.6,432.1,46.9,13.73\ncell-710,hospital_zone,E2_KPM,19.1,241.0,23.3,34.74\ncell-762,hospital_zone,E2_KPM,15.7,559.7,16.4,15.48\ncell-762,hospital_zone,O1_PM,35.9,584.7,30.0,29.79\ncell-791,south_cluster,O1_PM,95.4,458.6,43.2,33.56\ncell-791,south_cluster,E2_KPM,28.1,528.2,30.8,10.43\ncell-883,south_cluster,E2_KPM,55.3,516.3,36.7,13.17\ncell-883,south_cluster,O1_PM,38.0,265.4,26.8,15.44\ncell-941,stadium,O1_PM,22.9,206.7,27.1,7.27\ncell-941,stadium,E2_KPM,46.8,382.1,35.3,19.53\ncell-993,hospital_zone,O1_PM,38.4,195.2,25.3,4.37\ncell-993,hospital_zone,E2_KPM,18.4,292.2,23.6,6.89\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b62603b9e5e35234670e8e757dd8497bd48601e416fc0a3bcaeb222b27970594", "telemetry_sha256": "2981700a1d0bd8c541869a85b01d040c9ff0c246b69e36f8c57dc57d26230d4e", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-623", "edge_ue_thr_mbps": "cell-694"}, "decoy_cell": "cell-791"}}
+{"case_id": "ranintent_v1_test_0055", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: bump interactive cloud gaming and XR sessions to high priority across the stadium cluster for the next 60 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-11T11:07:40Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-176,hospital_zone,E2_KPM,25.5,111.0,28.3,34.96\ncell-176,hospital_zone,O1_PM,59.2,127.3,41.4,33.24\ncell-236,stadium,E2_KPM,24.3,220.1,26.6,33.92\ncell-236,stadium,O1_PM,45.5,499.3,36.1,6.79\ncell-251,south_cluster,O1_PM,52.0,371.7,32.6,16.24\ncell-251,south_cluster,E2_KPM,40.1,85.2,34.1,23.56\ncell-274,stadium,E2_KPM,80.4,577.6,52.0,23.52\ncell-274,stadium,O1_PM,22.3,589.8,18.3,14.83\ncell-282,hospital_zone,O1_PM,53.9,252.7,44.2,28.91\ncell-282,hospital_zone,E2_KPM,73.9,361.9,43.1,29.25\ncell-302,stadium,E2_KPM,25.5,286.4,26.8,22.70\ncell-302,stadium,O1_PM,23.4,581.8,19.3,7.65\ncell-457,hospital_zone,O1_PM,94.9,273.8,41.5,11.81\ncell-457,hospital_zone,E2_KPM,23.4,350.3,23.8,13.46\ncell-471,stadium,E2_KPM,92.6,463.0,53.5,11.62\ncell-471,stadium,O1_PM,19.3,594.1,19.2,30.96\ncell-473,north_cluster,E2_KPM,60.5,291.1,45.8,18.40\ncell-473,north_cluster,O1_PM,20.0,359.1,21.5,12.21\ncell-476,north_cluster,O1_PM,43.4,492.7,34.6,14.05\ncell-476,north_cluster,E2_KPM,70.6,183.0,43.7,6.46\ncell-504,stadium,E2_KPM,80.8,41.5,53.3,10.46\ncell-504,stadium,O1_PM,73.7,263.1,47.1,18.65\ncell-555,north_cluster,O1_PM,55.5,325.5,40.8,5.85\ncell-555,north_cluster,E2_KPM,23.4,304.6,25.9,18.88\ncell-559,hospital_zone,O1_PM,69.1,349.9,43.1,19.93\ncell-559,hospital_zone,E2_KPM,53.4,119.7,34.0,17.74\ncell-580,south_cluster,O1_PM,47.9,167.6,36.1,34.07\ncell-580,south_cluster,E2_KPM,53.3,491.4,36.6,31.50\ncell-592,north_cluster,O1_PM,60.1,163.9,39.4,17.50\ncell-592,north_cluster,E2_KPM,71.4,194.8,42.5,4.11\ncell-594,north_cluster,O1_PM,43.1,350.6,37.4,33.58\ncell-594,north_cluster,E2_KPM,75.7,372.8,53.6,13.87\ncell-704,hospital_zone,O1_PM,38.8,206.9,36.7,24.26\ncell-704,hospital_zone,E2_KPM,80.6,234.1,50.0,20.10\ncell-720,hospital_zone,E2_KPM,18.8,281.5,23.5,19.29\ncell-720,hospital_zone,O1_PM,16.4,83.3,24.3,21.53\ncell-730,south_cluster,E2_KPM,29.5,251.1,28.0,24.80\ncell-730,south_cluster,O1_PM,58.8,480.5,42.1,32.33\ncell-759,south_cluster,E2_KPM,28.2,134.2,27.3,34.02\ncell-759,south_cluster,O1_PM,46.0,467.9,33.2,20.83\ncell-860,south_cluster,E2_KPM,81.4,357.2,58.1,0.77\ncell-860,south_cluster,O1_PM,78.8,614.9,48.9,16.54\n", "truth": {"action": "prioritise", "class": "xr_gaming", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7aa73420b06fdc8ea611cdeaa2ef1ea19270ea7c0da9dca6edac8c2a63e4eba7", "telemetry_sha256": "6404a9ec0e90d6d406d73468bff34d8e8ef55081ce713d90d414b7a0ecbaa9f1", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-471", "edge_ue_thr_mbps": "cell-860"}, "decoy_cell": "cell-457"}}
+{"case_id": "ranintent_v1_test_0056", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Under emergency provisioning protocols, the operator shall allocate a minimum reservation of 10 percent of radio transmission capacity to emergency responder video streams on cells where fringe subscribers face minimum throughput until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-12T21:25:41Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,south_cluster,E2_KPM,16.1,376.4,24.9,24.19\ncell-111,south_cluster,O1_PM,64.1,382.0,38.2,22.82\ncell-129,north_cluster,E2_KPM,43.9,513.4,31.8,8.52\ncell-129,north_cluster,O1_PM,37.1,558.9,32.6,12.10\ncell-294,hospital_zone,E2_KPM,19.0,48.1,27.4,31.39\ncell-294,hospital_zone,O1_PM,76.9,504.4,47.8,0.66\ncell-406,south_cluster,E2_KPM,22.0,96.8,20.9,21.72\ncell-406,south_cluster,O1_PM,49.3,535.6,41.8,9.23\ncell-459,north_cluster,O1_PM,43.1,544.8,29.7,34.40\ncell-459,north_cluster,E2_KPM,54.2,494.9,41.5,34.23\ncell-500,north_cluster,E2_KPM,80.0,618.0,55.2,18.02\ncell-500,north_cluster,O1_PM,68.4,147.8,47.3,15.23\ncell-512,stadium,O1_PM,59.5,643.1,38.9,28.32\ncell-512,stadium,E2_KPM,50.6,514.0,37.0,6.37\ncell-530,south_cluster,E2_KPM,69.1,611.6,40.7,1.86\ncell-530,south_cluster,O1_PM,32.4,406.4,28.7,19.59\ncell-579,hospital_zone,O1_PM,34.0,278.4,30.7,21.98\ncell-579,hospital_zone,E2_KPM,88.4,577.9,56.3,13.88\ncell-615,hospital_zone,O1_PM,59.3,443.4,39.1,14.58\ncell-615,hospital_zone,E2_KPM,35.1,628.7,28.0,29.48\ncell-652,hospital_zone,E2_KPM,43.3,635.4,34.6,34.54\ncell-652,hospital_zone,O1_PM,29.0,604.8,30.6,9.50\ncell-659,stadium,E2_KPM,38.0,475.8,30.0,19.82\ncell-659,stadium,O1_PM,31.8,48.9,25.1,28.25\ncell-671,south_cluster,O1_PM,73.7,220.7,43.9,20.87\ncell-671,south_cluster,E2_KPM,45.7,571.4,35.9,11.28\ncell-683,north_cluster,O1_PM,20.9,411.4,27.0,28.04\ncell-683,north_cluster,E2_KPM,63.3,424.1,41.2,32.92\ncell-692,stadium,O1_PM,46.7,398.6,37.5,20.18\ncell-692,stadium,E2_KPM,34.1,145.8,34.2,4.93\ncell-733,stadium,O1_PM,78.5,101.6,53.5,17.13\ncell-733,stadium,E2_KPM,38.9,563.5,35.4,24.41\ncell-745,south_cluster,O1_PM,57.8,617.1,35.8,26.10\ncell-745,south_cluster,E2_KPM,80.0,626.0,47.9,34.50\ncell-746,hospital_zone,O1_PM,23.3,574.1,20.7,12.31\ncell-746,hospital_zone,E2_KPM,78.7,473.5,55.8,33.71\ncell-764,stadium,E2_KPM,71.5,83.8,46.1,27.52\ncell-764,stadium,O1_PM,75.6,273.9,52.5,16.26\ncell-835,north_cluster,O1_PM,46.0,390.0,40.3,21.86\ncell-835,north_cluster,E2_KPM,43.7,434.2,34.8,12.40\ncell-890,north_cluster,O1_PM,29.4,202.7,21.1,20.75\ncell-890,north_cluster,E2_KPM,53.9,237.6,37.3,15.06\n", "truth": {"action": "guarantee_share", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "10", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f28d7900312f71b900a4b2196af182850f1585a9ad6cdbdaeeeeb25e7bcc0b8f", "telemetry_sha256": "12e17ff5f4171215766fbc61c3bd30a5825e4c2654e276c49aa7f836f21252c8", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-579", "edge_ue_thr_mbps": "cell-530"}, "decoy_cell": "cell-294", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0057", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety API submission: Revert live streaming video from paramedic ambulances and body worn cameras to default network configuration throughout the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-19T09:46:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-173,south_cluster,O1_PM,52.7,301.7,41.0,16.01\ncell-173,south_cluster,E2_KPM,54.3,445.9,44.8,18.29\ncell-203,north_cluster,O1_PM,64.1,431.7,40.8,10.81\ncell-203,north_cluster,E2_KPM,32.1,445.6,28.2,26.30\ncell-225,north_cluster,O1_PM,66.0,464.5,44.1,9.94\ncell-225,north_cluster,E2_KPM,52.1,107.1,39.2,20.70\ncell-227,stadium,O1_PM,71.4,231.8,44.3,23.72\ncell-227,stadium,E2_KPM,24.5,243.4,19.1,25.46\ncell-235,stadium,E2_KPM,71.3,437.7,50.1,25.79\ncell-235,stadium,O1_PM,96.4,646.0,16.7,11.93\ncell-242,north_cluster,O1_PM,78.8,183.2,53.9,20.15\ncell-242,north_cluster,E2_KPM,23.3,199.9,28.9,31.37\ncell-324,hospital_zone,E2_KPM,19.1,166.6,26.4,5.42\ncell-324,hospital_zone,O1_PM,64.5,326.4,43.1,19.77\ncell-402,hospital_zone,O1_PM,50.5,327.1,34.9,32.62\ncell-402,hospital_zone,E2_KPM,56.1,648.3,44.5,33.88\ncell-411,hospital_zone,E2_KPM,69.5,274.3,49.9,22.08\ncell-411,hospital_zone,O1_PM,61.2,58.0,47.5,29.37\ncell-450,south_cluster,O1_PM,46.6,315.4,36.6,14.70\ncell-450,south_cluster,E2_KPM,93.7,362.3,55.5,24.31\ncell-562,stadium,O1_PM,32.1,171.9,26.4,22.86\ncell-562,stadium,E2_KPM,77.7,638.8,52.5,0.42\ncell-571,south_cluster,O1_PM,47.1,502.6,39.8,10.27\ncell-571,south_cluster,E2_KPM,73.7,318.2,53.3,34.77\ncell-595,stadium,E2_KPM,46.0,457.4,37.7,11.57\ncell-595,stadium,O1_PM,74.3,310.6,53.6,22.84\ncell-635,hospital_zone,E2_KPM,57.4,617.6,35.9,31.94\ncell-635,hospital_zone,O1_PM,27.8,421.2,29.0,17.41\ncell-652,north_cluster,E2_KPM,57.3,446.8,37.7,7.35\ncell-652,north_cluster,O1_PM,77.9,506.6,45.8,15.95\ncell-687,north_cluster,E2_KPM,28.0,249.6,28.7,11.51\ncell-687,north_cluster,O1_PM,27.3,271.2,26.9,29.08\ncell-717,stadium,O1_PM,79.1,56.6,55.7,34.86\ncell-717,stadium,E2_KPM,77.1,575.9,51.8,22.44\ncell-755,south_cluster,E2_KPM,71.5,437.6,47.9,34.78\ncell-755,south_cluster,O1_PM,17.2,583.6,21.0,20.98\ncell-767,hospital_zone,E2_KPM,46.6,447.2,32.1,6.54\ncell-767,hospital_zone,O1_PM,54.0,125.7,35.9,5.67\ncell-791,south_cluster,O1_PM,22.2,276.1,24.6,32.05\ncell-791,south_cluster,E2_KPM,62.6,606.8,48.5,3.60\ncell-901,stadium,O1_PM,63.7,438.3,46.2,5.48\ncell-901,stadium,E2_KPM,81.8,134.7,58.0,26.69\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7b2bc4fe9a4f1d5066cea20e6949002636846cbee90899f095021c9a96fb39ca", "telemetry_sha256": "c0fa7116e65bfced0efcb4327c0564b3fe33188c4f347b38259015e4473d6d27", "tokens_cl100k": {"telemetry": 1152, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-450", "edge_ue_thr_mbps": "cell-562"}, "decoy_cell": "cell-235"}}
+{"case_id": "ranintent_v1_test_0058", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, please raise ambulance and bodycam video streams to high priority in the stadium cluster for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-16T18:21:32Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-181,hospital_zone,O1_PM,58.9,193.2,42.1,30.62\ncell-181,hospital_zone,E2_KPM,17.0,613.4,18.2,24.64\ncell-336,south_cluster,O1_PM,68.2,431.9,44.4,26.72\ncell-336,south_cluster,E2_KPM,94.4,461.0,59.2,30.90\ncell-361,hospital_zone,O1_PM,97.0,548.0,30.8,24.33\ncell-361,hospital_zone,E2_KPM,73.5,386.3,45.9,6.12\ncell-417,stadium,E2_KPM,16.9,380.5,16.0,30.87\ncell-417,stadium,O1_PM,80.2,190.9,57.3,29.77\ncell-433,stadium,O1_PM,17.3,607.9,18.9,27.21\ncell-433,stadium,E2_KPM,57.2,391.0,35.4,30.24\ncell-434,hospital_zone,E2_KPM,62.6,268.1,39.8,7.42\ncell-434,hospital_zone,O1_PM,64.5,601.3,44.3,31.59\ncell-462,north_cluster,E2_KPM,28.8,463.8,24.9,30.84\ncell-462,north_cluster,O1_PM,17.5,625.7,18.5,28.33\ncell-463,north_cluster,O1_PM,47.5,255.6,34.5,32.97\ncell-463,north_cluster,E2_KPM,47.9,216.5,39.3,18.23\ncell-473,stadium,O1_PM,34.1,148.9,30.3,12.95\ncell-473,stadium,E2_KPM,79.3,451.9,53.0,11.52\ncell-502,south_cluster,O1_PM,20.7,457.4,28.1,5.20\ncell-502,south_cluster,E2_KPM,27.0,331.5,27.5,33.94\ncell-536,north_cluster,E2_KPM,56.9,368.2,43.0,10.60\ncell-536,north_cluster,O1_PM,59.6,509.9,36.9,14.20\ncell-572,hospital_zone,E2_KPM,46.1,112.8,31.7,9.80\ncell-572,hospital_zone,O1_PM,16.6,514.3,19.4,5.40\ncell-612,stadium,O1_PM,85.8,440.3,49.1,11.00\ncell-612,stadium,E2_KPM,18.4,332.6,17.1,22.89\ncell-736,south_cluster,O1_PM,67.1,257.0,42.8,31.65\ncell-736,south_cluster,E2_KPM,77.1,80.8,52.3,32.87\ncell-756,hospital_zone,E2_KPM,33.8,311.2,27.9,11.42\ncell-756,hospital_zone,O1_PM,48.6,563.7,34.5,12.16\ncell-768,hospital_zone,O1_PM,49.2,413.7,32.3,22.70\ncell-768,hospital_zone,E2_KPM,57.9,99.9,36.2,27.10\ncell-830,stadium,O1_PM,22.7,321.7,27.2,12.12\ncell-830,stadium,E2_KPM,71.3,535.5,48.8,1.22\ncell-894,north_cluster,O1_PM,78.7,373.5,51.3,33.61\ncell-894,north_cluster,E2_KPM,28.5,586.5,27.5,25.73\ncell-908,south_cluster,O1_PM,63.4,450.4,37.9,30.68\ncell-908,south_cluster,E2_KPM,71.1,427.4,51.8,18.55\ncell-925,north_cluster,E2_KPM,17.4,570.8,17.9,24.00\ncell-925,north_cluster,O1_PM,55.9,76.3,41.4,11.19\ncell-945,south_cluster,O1_PM,79.2,603.6,55.1,24.68\ncell-945,south_cluster,E2_KPM,39.0,120.2,28.9,21.65\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9342d75f58830ebaae99256405958223a672a39308647f981baecdb4cdfbb55f", "telemetry_sha256": "600bd7678edbefb071e6ccc9f6a0a5cc792ca4547672caf544c85858301cef16", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-336", "edge_ue_thr_mbps": "cell-830"}, "decoy_cell": "cell-361"}}
+{"case_id": "ranintent_v1_test_0059", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hello team, Lumen Media requests rolling back QoS overrides and returning our cloud gaming and XR traffic to standard nominal policy in the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-10T20:31:20Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,stadium,E2_KPM,93.0,444.7,60.0,6.00\ncell-108,stadium,O1_PM,54.2,244.9,40.8,33.80\ncell-137,south_cluster,E2_KPM,30.7,104.0,27.8,14.82\ncell-137,south_cluster,O1_PM,83.9,274.0,52.6,14.19\ncell-182,stadium,O1_PM,37.5,271.6,26.9,24.05\ncell-182,stadium,E2_KPM,47.7,288.8,30.1,10.73\ncell-183,south_cluster,E2_KPM,55.2,283.4,41.8,23.59\ncell-183,south_cluster,O1_PM,39.4,216.7,32.3,28.42\ncell-191,south_cluster,E2_KPM,25.5,399.9,30.4,9.15\ncell-191,south_cluster,O1_PM,23.8,484.1,26.5,24.69\ncell-360,north_cluster,E2_KPM,54.4,463.0,44.9,7.17\ncell-360,north_cluster,O1_PM,67.7,189.1,50.9,10.74\ncell-372,south_cluster,O1_PM,16.3,532.3,21.3,20.47\ncell-372,south_cluster,E2_KPM,35.6,329.7,25.3,17.21\ncell-387,stadium,O1_PM,28.4,371.9,22.2,20.55\ncell-387,stadium,E2_KPM,41.5,270.9,29.0,5.20\ncell-469,stadium,O1_PM,65.8,428.5,39.5,11.53\ncell-469,stadium,E2_KPM,77.4,521.5,55.3,16.40\ncell-527,hospital_zone,E2_KPM,16.9,594.9,19.3,14.58\ncell-527,hospital_zone,O1_PM,71.6,383.3,50.8,30.15\ncell-561,hospital_zone,O1_PM,29.8,269.4,26.7,29.75\ncell-561,hospital_zone,E2_KPM,43.2,398.2,30.8,1.85\ncell-675,north_cluster,O1_PM,70.9,466.0,42.1,12.78\ncell-675,north_cluster,E2_KPM,78.6,82.5,51.1,23.96\ncell-702,south_cluster,E2_KPM,77.3,540.1,50.0,25.28\ncell-702,south_cluster,O1_PM,64.2,397.9,39.5,5.35\ncell-760,hospital_zone,O1_PM,34.0,290.2,31.0,27.21\ncell-760,hospital_zone,E2_KPM,76.3,245.8,51.1,9.53\ncell-767,stadium,E2_KPM,21.1,170.5,21.8,18.25\ncell-767,stadium,O1_PM,19.6,508.0,16.0,24.69\ncell-804,hospital_zone,E2_KPM,36.4,491.9,30.6,28.55\ncell-804,hospital_zone,O1_PM,26.8,318.8,20.7,5.11\ncell-823,north_cluster,E2_KPM,62.9,647.8,49.0,28.46\ncell-823,north_cluster,O1_PM,34.8,569.2,34.4,14.26\ncell-830,hospital_zone,E2_KPM,77.1,352.6,47.3,19.71\ncell-830,hospital_zone,O1_PM,76.7,381.3,47.6,25.55\ncell-950,stadium,E2_KPM,33.1,41.1,28.7,32.04\ncell-950,stadium,O1_PM,55.7,338.3,35.3,33.26\ncell-952,north_cluster,E2_KPM,72.7,594.5,42.9,29.65\ncell-952,north_cluster,O1_PM,70.4,292.2,45.5,19.83\ncell-962,north_cluster,E2_KPM,62.3,385.3,47.2,14.84\ncell-962,north_cluster,O1_PM,95.6,253.8,38.5,23.57\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "79872259bb2f55495c487c54b91a1f3a4c53dfd8de009d004a97a02013a32442", "telemetry_sha256": "5322e3d271334339b1e49413674756f079f3c31b664789872203b136517c49c0", "tokens_cl100k": {"telemetry": 1152, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-108", "edge_ue_thr_mbps": "cell-561"}, "decoy_cell": "cell-962"}}
+{"case_id": "ranintent_v1_test_0060", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket #13401: Cancel active QoS overrides and revert municipal emergency camera feeds to default baseline settings on the most congested sectors.", "telemetry": "KPM telemetry snapshot at 2026-10-20T20:49:47Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,hospital_zone,E2_KPM,66.8,362.8,43.8,34.06\ncell-114,hospital_zone,O1_PM,51.7,103.2,40.2,20.45\ncell-136,hospital_zone,E2_KPM,36.2,631.2,28.7,10.05\ncell-136,hospital_zone,O1_PM,21.5,127.8,25.3,18.14\ncell-177,south_cluster,O1_PM,32.3,587.5,30.1,4.73\ncell-177,south_cluster,E2_KPM,22.5,514.2,20.5,22.45\ncell-237,hospital_zone,O1_PM,19.8,119.7,20.9,30.84\ncell-237,hospital_zone,E2_KPM,53.1,614.6,33.4,28.14\ncell-257,south_cluster,O1_PM,22.5,217.8,20.1,5.13\ncell-257,south_cluster,E2_KPM,87.0,204.3,56.0,18.24\ncell-262,hospital_zone,O1_PM,76.9,201.3,50.0,32.59\ncell-262,hospital_zone,E2_KPM,49.9,592.0,32.0,19.79\ncell-301,stadium,O1_PM,50.3,357.0,32.2,30.90\ncell-301,stadium,E2_KPM,33.1,331.9,33.6,22.73\ncell-465,north_cluster,E2_KPM,54.1,389.9,37.7,33.43\ncell-465,north_cluster,O1_PM,37.1,422.2,35.6,14.11\ncell-504,south_cluster,O1_PM,44.4,621.2,37.8,17.33\ncell-504,south_cluster,E2_KPM,69.9,328.1,47.3,15.76\ncell-550,north_cluster,O1_PM,20.4,65.5,21.7,33.09\ncell-550,north_cluster,E2_KPM,52.4,169.6,37.7,31.81\ncell-578,south_cluster,E2_KPM,28.8,521.3,28.6,13.68\ncell-578,south_cluster,O1_PM,38.2,135.7,33.3,3.93\ncell-584,stadium,E2_KPM,22.8,135.2,20.5,19.07\ncell-584,stadium,O1_PM,64.6,321.2,46.8,30.80\ncell-602,north_cluster,E2_KPM,46.2,331.0,40.6,7.97\ncell-602,north_cluster,O1_PM,22.2,153.5,28.6,22.78\ncell-625,south_cluster,O1_PM,76.4,525.9,53.2,5.50\ncell-625,south_cluster,E2_KPM,15.3,414.2,25.0,34.44\ncell-721,south_cluster,O1_PM,19.9,320.2,25.8,26.09\ncell-721,south_cluster,E2_KPM,39.3,143.8,33.1,25.25\ncell-801,stadium,O1_PM,56.8,107.7,39.4,31.32\ncell-801,stadium,E2_KPM,69.8,149.7,51.4,23.16\ncell-822,hospital_zone,E2_KPM,17.0,41.4,21.7,17.00\ncell-822,hospital_zone,O1_PM,60.8,286.5,37.2,9.08\ncell-835,north_cluster,E2_KPM,31.1,561.7,32.9,28.60\ncell-835,north_cluster,O1_PM,66.7,268.6,49.0,32.43\ncell-845,stadium,O1_PM,72.0,81.0,46.9,16.95\ncell-845,stadium,E2_KPM,27.4,502.2,31.5,20.86\ncell-947,stadium,E2_KPM,56.9,323.0,42.3,9.92\ncell-947,stadium,O1_PM,27.6,287.7,31.1,16.81\ncell-948,north_cluster,O1_PM,78.9,569.5,51.1,20.74\ncell-948,north_cluster,E2_KPM,17.3,566.6,19.7,0.45\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d1b88300045c11afe4a6403af0dbb925a8f2220e574bb57c34cda7269687d195", "telemetry_sha256": "7b693a80d7181766d628b38d45ab67d1a5f460d1db0c2670a816fa7b922d5466", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-257", "edge_ue_thr_mbps": "cell-948"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0061", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ops: cap delay at 20 milliseconds for bulk analytics uploads on all congested towers for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-14T09:44:05Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-240,south_cluster,E2_KPM,53.0,356.4,36.3,12.24\ncell-240,south_cluster,O1_PM,25.1,565.9,22.3,9.66\ncell-242,north_cluster,O1_PM,49.9,457.6,38.5,31.19\ncell-242,north_cluster,E2_KPM,20.9,532.6,19.0,25.24\ncell-258,hospital_zone,E2_KPM,74.8,166.6,51.9,24.02\ncell-258,hospital_zone,O1_PM,43.3,56.7,36.5,15.42\ncell-274,north_cluster,O1_PM,43.0,632.1,33.7,26.76\ncell-274,north_cluster,E2_KPM,56.4,598.5,35.9,33.94\ncell-285,hospital_zone,E2_KPM,20.6,108.9,26.6,17.98\ncell-285,hospital_zone,O1_PM,36.5,77.7,25.0,7.83\ncell-309,south_cluster,E2_KPM,30.4,350.5,32.1,19.56\ncell-309,south_cluster,O1_PM,55.5,302.9,38.4,25.77\ncell-320,south_cluster,O1_PM,76.1,589.2,55.3,16.92\ncell-320,south_cluster,E2_KPM,44.8,443.9,34.2,0.89\ncell-402,hospital_zone,E2_KPM,57.0,340.0,39.2,15.75\ncell-402,hospital_zone,O1_PM,65.9,331.4,43.3,28.72\ncell-441,north_cluster,O1_PM,42.0,314.4,31.1,3.93\ncell-441,north_cluster,E2_KPM,45.5,64.3,32.1,11.58\ncell-517,hospital_zone,O1_PM,42.2,596.7,35.9,32.85\ncell-517,hospital_zone,E2_KPM,75.1,127.1,47.3,29.23\ncell-538,hospital_zone,E2_KPM,35.7,294.6,26.1,12.11\ncell-538,hospital_zone,O1_PM,46.6,442.9,37.0,25.30\ncell-583,hospital_zone,O1_PM,55.9,218.7,38.7,22.44\ncell-583,hospital_zone,E2_KPM,55.7,424.9,43.8,13.40\ncell-592,stadium,E2_KPM,86.1,635.8,59.4,28.62\ncell-592,stadium,O1_PM,70.9,238.4,41.5,20.94\ncell-614,south_cluster,O1_PM,56.6,390.7,44.2,29.86\ncell-614,south_cluster,E2_KPM,61.4,42.6,47.6,20.33\ncell-642,stadium,E2_KPM,36.7,635.2,35.8,32.16\ncell-642,stadium,O1_PM,32.9,66.1,34.2,28.49\ncell-748,south_cluster,O1_PM,34.1,343.8,30.1,27.50\ncell-748,south_cluster,E2_KPM,47.9,384.6,32.7,23.13\ncell-779,north_cluster,E2_KPM,42.1,438.8,35.7,29.19\ncell-779,north_cluster,O1_PM,22.4,269.8,24.9,30.18\ncell-809,stadium,O1_PM,22.1,547.9,24.4,33.23\ncell-809,stadium,E2_KPM,66.2,431.2,40.4,28.70\ncell-830,stadium,E2_KPM,67.8,226.3,45.3,8.90\ncell-830,stadium,O1_PM,58.7,295.8,42.1,20.85\ncell-856,north_cluster,O1_PM,62.6,360.9,49.1,34.36\ncell-856,north_cluster,E2_KPM,38.7,290.4,28.8,19.84\ncell-889,stadium,O1_PM,75.3,563.0,43.7,30.89\ncell-889,stadium,E2_KPM,55.4,145.9,39.3,34.77\n", "truth": {"action": "set_latency_target", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "20", "duration": "15min"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2792099c3926f60ef52d33c2286e83f2671998f7bac68e9a0615cbb5c2b64412", "telemetry_sha256": "4639ffc9036a4f74710287e43db21abba981c79bad9b1fdb19b96aaaf76df205", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-592", "edge_ue_thr_mbps": "cell-320"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0062", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The service provider covenants to guarantee a minimum reservation of 10 percent of radio channel resources for consumer video playback streams on cells where edge clients experience lowest throughput until the active event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T12:43:57Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,hospital_zone,E2_KPM,44.7,123.2,28.5,21.83\ncell-130,hospital_zone,O1_PM,68.1,168.0,49.8,6.17\ncell-209,hospital_zone,O1_PM,71.4,118.4,51.5,30.96\ncell-209,hospital_zone,E2_KPM,16.3,395.7,16.2,32.73\ncell-257,north_cluster,O1_PM,76.2,86.1,45.1,30.90\ncell-257,north_cluster,E2_KPM,63.5,420.4,41.9,10.90\ncell-304,north_cluster,O1_PM,27.7,320.3,29.2,18.65\ncell-304,north_cluster,E2_KPM,44.8,635.6,29.0,14.19\ncell-323,south_cluster,O1_PM,51.4,321.2,37.8,23.39\ncell-323,south_cluster,E2_KPM,32.1,528.1,26.6,30.09\ncell-326,hospital_zone,O1_PM,59.6,298.6,47.8,25.38\ncell-326,hospital_zone,E2_KPM,45.7,493.8,40.2,15.30\ncell-339,south_cluster,E2_KPM,54.5,561.4,35.2,22.12\ncell-339,south_cluster,O1_PM,19.4,149.5,15.8,30.76\ncell-370,south_cluster,O1_PM,78.3,288.0,49.7,11.53\ncell-370,south_cluster,E2_KPM,50.1,635.4,35.3,1.61\ncell-391,hospital_zone,O1_PM,77.4,273.1,52.1,31.83\ncell-391,hospital_zone,E2_KPM,70.1,467.5,48.6,26.85\ncell-588,north_cluster,E2_KPM,80.0,194.4,50.6,5.44\ncell-588,north_cluster,O1_PM,64.6,394.6,41.2,19.66\ncell-667,north_cluster,O1_PM,56.4,642.2,36.9,14.37\ncell-667,north_cluster,E2_KPM,88.7,615.9,61.3,29.82\ncell-685,stadium,O1_PM,78.5,62.0,46.7,7.23\ncell-685,stadium,E2_KPM,64.5,171.4,41.4,10.60\ncell-733,stadium,E2_KPM,40.1,174.8,35.6,28.48\ncell-733,stadium,O1_PM,66.1,270.8,44.9,13.09\ncell-751,stadium,O1_PM,32.5,582.4,30.8,29.64\ncell-751,stadium,E2_KPM,73.3,438.5,51.8,7.27\ncell-854,south_cluster,E2_KPM,47.4,614.7,34.9,18.53\ncell-854,south_cluster,O1_PM,17.9,59.1,24.7,10.81\ncell-866,stadium,E2_KPM,30.8,447.9,24.3,34.87\ncell-866,stadium,O1_PM,30.3,268.2,32.7,21.40\ncell-905,south_cluster,E2_KPM,61.1,449.5,38.5,13.66\ncell-905,south_cluster,O1_PM,32.2,117.7,24.3,32.83\ncell-907,stadium,E2_KPM,78.7,379.1,49.2,29.57\ncell-907,stadium,O1_PM,60.0,523.4,47.9,0.79\ncell-917,south_cluster,O1_PM,15.2,173.4,23.8,18.36\ncell-917,south_cluster,E2_KPM,55.2,404.8,39.4,27.41\ncell-953,hospital_zone,O1_PM,15.8,486.1,18.1,27.87\ncell-953,hospital_zone,E2_KPM,50.1,514.5,37.9,8.23\ncell-998,north_cluster,O1_PM,24.7,300.7,22.6,32.00\ncell-998,north_cluster,E2_KPM,32.2,443.8,22.2,27.93\n", "truth": {"action": "guarantee_share", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "10", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "22443c81cab55ae00a554606181fbfe92b178c622697fdc434c9878005fc9a1b", "telemetry_sha256": "ac5847849f7da81a8f43d29c7d6b7bf3ab39084bb35dd7d43428b2860ad61f6e", "tokens_cl100k": {"telemetry": 1154, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-667", "edge_ue_thr_mbps": "cell-370"}, "decoy_cell": "cell-907", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0063", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Revoke all custom traffic rules and restore commercial video streaming to default baseline configuration across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-14T17:35:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,south_cluster,O1_PM,78.6,611.0,52.8,27.78\ncell-140,south_cluster,E2_KPM,66.1,573.4,46.8,20.09\ncell-204,south_cluster,O1_PM,88.8,284.4,23.1,33.96\ncell-204,south_cluster,E2_KPM,74.7,315.4,47.8,34.51\ncell-283,hospital_zone,E2_KPM,87.0,101.6,50.5,19.18\ncell-283,hospital_zone,O1_PM,44.2,160.0,36.2,12.79\ncell-306,stadium,E2_KPM,43.6,487.8,35.8,14.44\ncell-306,stadium,O1_PM,40.7,73.1,27.1,18.88\ncell-315,south_cluster,E2_KPM,36.9,643.4,25.2,20.53\ncell-315,south_cluster,O1_PM,44.7,65.9,33.0,22.15\ncell-365,north_cluster,E2_KPM,51.0,108.5,39.5,31.93\ncell-365,north_cluster,O1_PM,49.5,68.3,33.6,7.27\ncell-459,hospital_zone,E2_KPM,76.7,347.6,50.1,26.26\ncell-459,hospital_zone,O1_PM,33.8,239.7,26.0,20.69\ncell-496,hospital_zone,O1_PM,47.4,136.2,37.7,27.18\ncell-496,hospital_zone,E2_KPM,75.0,135.3,49.4,14.06\ncell-514,north_cluster,E2_KPM,66.5,265.3,47.9,11.66\ncell-514,north_cluster,O1_PM,30.4,514.2,29.5,18.24\ncell-551,north_cluster,E2_KPM,75.2,196.1,44.9,0.78\ncell-551,north_cluster,O1_PM,42.0,630.0,33.2,30.98\ncell-569,south_cluster,O1_PM,44.5,442.4,38.4,16.26\ncell-569,south_cluster,E2_KPM,65.6,283.6,42.9,19.38\ncell-644,hospital_zone,E2_KPM,52.4,536.3,35.0,9.69\ncell-644,hospital_zone,O1_PM,64.9,385.0,48.4,26.48\ncell-664,stadium,E2_KPM,67.1,242.0,41.0,30.93\ncell-664,stadium,O1_PM,52.9,278.6,33.3,4.18\ncell-691,stadium,E2_KPM,22.0,444.1,27.4,23.23\ncell-691,stadium,O1_PM,26.1,158.7,19.8,16.73\ncell-706,south_cluster,E2_KPM,60.0,581.2,47.8,24.18\ncell-706,south_cluster,O1_PM,30.0,421.7,22.9,28.08\ncell-766,south_cluster,E2_KPM,55.5,541.1,35.7,27.95\ncell-766,south_cluster,O1_PM,56.5,480.1,38.7,32.67\ncell-775,north_cluster,E2_KPM,51.6,470.4,43.5,27.35\ncell-775,north_cluster,O1_PM,72.7,409.9,48.6,12.66\ncell-812,stadium,O1_PM,50.4,289.6,40.9,28.57\ncell-812,stadium,E2_KPM,16.3,621.8,17.9,9.52\ncell-859,north_cluster,O1_PM,45.6,88.8,40.2,7.67\ncell-859,north_cluster,E2_KPM,49.1,247.3,41.6,24.56\ncell-887,hospital_zone,O1_PM,62.5,290.4,44.1,31.64\ncell-887,hospital_zone,E2_KPM,73.1,235.8,51.7,27.28\ncell-915,stadium,E2_KPM,69.8,388.2,42.7,18.53\ncell-915,stadium,O1_PM,74.2,240.7,45.0,28.49\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "195fbef65298c866f8ae635d52cf4be5b62420c52466e3952726a77dfdbe1859", "telemetry_sha256": "ee24df6eaf65934ada9f2184dade6a969c6999117d7feaf7ceea6048d92d86d3", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-283", "edge_ue_thr_mbps": "cell-551"}, "decoy_cell": "cell-204"}}
+{"case_id": "ranintent_v1_test_0064", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Assistant, decrease bulk analytics upload traffic to low priority in the south cluster until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-15T07:31:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,O1_PM,97.4,510.1,53.5,7.63\ncell-161,hospital_zone,E2_KPM,53.9,111.2,40.7,29.83\ncell-203,stadium,E2_KPM,26.6,627.2,29.9,30.58\ncell-203,stadium,O1_PM,21.8,380.1,26.6,30.56\ncell-204,stadium,O1_PM,28.4,497.1,22.6,17.78\ncell-204,stadium,E2_KPM,95.1,201.1,61.8,31.60\ncell-238,south_cluster,O1_PM,29.5,631.6,30.9,8.06\ncell-238,south_cluster,E2_KPM,83.7,447.0,51.6,10.29\ncell-305,south_cluster,O1_PM,38.5,445.8,27.1,23.11\ncell-305,south_cluster,E2_KPM,55.7,374.0,38.8,1.23\ncell-315,hospital_zone,O1_PM,54.3,486.8,39.4,17.51\ncell-315,hospital_zone,E2_KPM,74.0,492.1,46.0,24.97\ncell-357,hospital_zone,O1_PM,71.6,591.3,50.9,20.88\ncell-357,hospital_zone,E2_KPM,33.2,637.2,34.3,16.07\ncell-434,north_cluster,E2_KPM,80.8,193.3,50.6,18.15\ncell-434,north_cluster,O1_PM,80.7,138.4,58.3,25.21\ncell-475,north_cluster,O1_PM,84.6,463.0,54.1,5.02\ncell-475,north_cluster,E2_KPM,69.4,299.6,52.7,27.35\ncell-521,stadium,E2_KPM,64.8,221.3,45.7,19.99\ncell-521,stadium,O1_PM,78.5,618.6,55.3,15.23\ncell-552,north_cluster,E2_KPM,45.7,321.5,34.9,16.81\ncell-552,north_cluster,O1_PM,42.7,355.7,27.5,7.43\ncell-558,hospital_zone,E2_KPM,36.8,561.8,31.5,28.97\ncell-558,hospital_zone,O1_PM,21.8,586.0,19.1,25.93\ncell-598,south_cluster,O1_PM,21.0,576.1,23.0,9.68\ncell-598,south_cluster,E2_KPM,47.8,246.9,34.4,26.78\ncell-689,south_cluster,E2_KPM,37.1,524.1,36.0,23.33\ncell-689,south_cluster,O1_PM,26.8,174.2,21.9,21.65\ncell-736,south_cluster,O1_PM,69.9,477.7,43.4,26.70\ncell-736,south_cluster,E2_KPM,37.8,209.8,36.8,17.55\ncell-807,stadium,O1_PM,42.4,486.8,34.9,8.73\ncell-807,stadium,E2_KPM,78.2,343.7,50.2,4.94\ncell-854,hospital_zone,O1_PM,34.2,622.0,30.2,31.00\ncell-854,hospital_zone,E2_KPM,58.7,333.0,42.1,16.24\ncell-858,stadium,E2_KPM,32.2,204.8,26.0,7.17\ncell-858,stadium,O1_PM,64.9,642.4,48.7,24.39\ncell-899,north_cluster,E2_KPM,47.7,576.5,41.7,19.57\ncell-899,north_cluster,O1_PM,27.2,255.1,21.2,25.54\ncell-934,north_cluster,O1_PM,49.5,192.6,31.5,13.27\ncell-934,north_cluster,E2_KPM,55.0,298.1,44.3,23.07\ncell-956,north_cluster,E2_KPM,31.3,613.6,29.4,29.75\ncell-956,north_cluster,O1_PM,62.9,244.4,45.4,28.26\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c1c632df6c199e778b059485834c7e821f13d4b46e71bf72fd5e1a4bb5464ce1", "telemetry_sha256": "3140e014865b31921cb0e8d4d9abf39fa54bd5364cee93e02fe32201dd188d1e", "tokens_cl100k": {"telemetry": 1154, "text": 17}, "extreme_cells": {"prb_util_pct": "cell-204", "edge_ue_thr_mbps": "cell-305"}, "decoy_cell": "cell-161"}}
+{"case_id": "ranintent_v1_test_0065", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello team, on towers currently experiencing the heaviest traffic load, please permit video feeds from emergency responder cameras and ambulances to execute on any edge or centralized cloud infrastructure. Keep this operational policy in effect until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-09T12:50:22Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,north_cluster,E2_KPM,92.2,473.8,58.4,24.65\ncell-102,north_cluster,O1_PM,33.5,562.8,30.3,31.03\ncell-130,stadium,E2_KPM,22.8,519.4,17.9,32.74\ncell-130,stadium,O1_PM,74.8,360.9,45.7,16.31\ncell-160,stadium,O1_PM,17.3,289.3,18.1,17.50\ncell-160,stadium,E2_KPM,67.0,428.5,39.6,11.67\ncell-263,stadium,E2_KPM,29.7,638.9,22.3,30.23\ncell-263,stadium,O1_PM,37.9,398.7,25.4,29.61\ncell-270,south_cluster,O1_PM,29.9,368.3,27.3,28.06\ncell-270,south_cluster,E2_KPM,25.5,481.1,23.5,6.55\ncell-275,south_cluster,O1_PM,38.0,293.3,25.7,18.65\ncell-275,south_cluster,E2_KPM,67.9,67.2,45.9,24.57\ncell-312,hospital_zone,E2_KPM,84.1,579.6,48.8,10.44\ncell-312,hospital_zone,O1_PM,61.5,437.0,42.1,13.82\ncell-314,north_cluster,O1_PM,69.0,382.3,46.7,28.98\ncell-314,north_cluster,E2_KPM,49.7,473.2,34.2,21.97\ncell-366,hospital_zone,O1_PM,26.7,322.9,25.5,14.12\ncell-366,hospital_zone,E2_KPM,16.6,170.2,14.5,29.35\ncell-491,north_cluster,O1_PM,40.2,534.3,29.0,27.37\ncell-491,north_cluster,E2_KPM,40.3,519.7,34.6,15.03\ncell-524,hospital_zone,O1_PM,33.6,397.8,29.5,13.41\ncell-524,hospital_zone,E2_KPM,76.1,46.8,44.2,29.29\ncell-579,hospital_zone,O1_PM,78.9,478.8,47.6,16.49\ncell-579,hospital_zone,E2_KPM,82.0,71.7,49.9,25.51\ncell-602,south_cluster,O1_PM,52.5,462.7,35.9,31.82\ncell-602,south_cluster,E2_KPM,54.4,649.7,42.2,27.89\ncell-606,stadium,E2_KPM,43.7,222.4,28.1,7.75\ncell-606,stadium,O1_PM,19.1,569.6,19.9,11.32\ncell-620,north_cluster,E2_KPM,34.1,246.7,26.7,24.27\ncell-620,north_cluster,O1_PM,59.4,290.0,38.1,34.91\ncell-749,south_cluster,O1_PM,81.6,456.9,58.4,6.09\ncell-749,south_cluster,E2_KPM,58.6,469.7,40.0,33.79\ncell-797,south_cluster,E2_KPM,65.6,438.9,39.3,13.73\ncell-797,south_cluster,O1_PM,45.4,596.8,31.8,9.66\ncell-878,stadium,E2_KPM,23.0,482.4,24.5,24.23\ncell-878,stadium,O1_PM,24.3,585.9,22.6,18.01\ncell-901,north_cluster,O1_PM,59.9,338.1,41.3,17.46\ncell-901,north_cluster,E2_KPM,63.9,74.1,40.9,32.62\ncell-952,hospital_zone,O1_PM,33.3,93.9,23.1,22.71\ncell-952,hospital_zone,E2_KPM,22.8,258.5,26.6,19.50\ncell-957,south_cluster,O1_PM,95.2,627.3,34.5,5.96\ncell-957,south_cluster,E2_KPM,39.4,319.7,33.2,1.74\n", "truth": {"action": "relax_edge", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c03470a88192bb692035f4ed7d2845adab32538b7649fc42b3db107e7848dfff", "telemetry_sha256": "fb343114a97fddee2e31d3fa132fe1864b22d46b9fbbd2d05877c75d8ffadb2a", "tokens_cl100k": {"telemetry": 1154, "text": 44}, "extreme_cells": {"prb_util_pct": "cell-102", "edge_ue_thr_mbps": "cell-957"}, "decoy_cell": "cell-957", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0066", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Operations Ticket: Guarantee a minimum 70 percent reservation of radio airtime blocks for unclassified best-effort traffic on cells experiencing highest congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-15T15:29:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,stadium,E2_KPM,57.7,257.7,46.3,20.77\ncell-113,stadium,O1_PM,91.5,524.0,20.9,11.29\ncell-124,south_cluster,E2_KPM,78.0,209.8,56.3,5.98\ncell-124,south_cluster,O1_PM,34.5,64.4,33.1,16.39\ncell-197,south_cluster,E2_KPM,68.8,336.5,42.7,13.34\ncell-197,south_cluster,O1_PM,78.5,66.6,52.3,27.20\ncell-208,south_cluster,O1_PM,72.8,484.3,46.7,5.65\ncell-208,south_cluster,E2_KPM,39.5,400.4,27.0,21.40\ncell-264,hospital_zone,O1_PM,35.3,563.6,33.8,18.66\ncell-264,hospital_zone,E2_KPM,35.8,76.6,25.9,1.85\ncell-275,north_cluster,E2_KPM,22.4,609.3,26.0,6.53\ncell-275,north_cluster,O1_PM,37.6,315.9,35.8,25.60\ncell-337,hospital_zone,O1_PM,16.8,146.2,23.5,13.55\ncell-337,hospital_zone,E2_KPM,32.2,433.5,31.7,22.72\ncell-362,stadium,O1_PM,53.9,331.7,40.4,32.18\ncell-362,stadium,E2_KPM,64.9,615.9,47.5,8.03\ncell-394,stadium,E2_KPM,42.7,374.4,34.9,6.37\ncell-394,stadium,O1_PM,60.8,547.0,42.4,8.78\ncell-429,north_cluster,E2_KPM,50.2,378.2,35.5,30.43\ncell-429,north_cluster,O1_PM,24.1,636.6,28.1,18.86\ncell-444,north_cluster,E2_KPM,66.4,271.7,40.7,28.74\ncell-444,north_cluster,O1_PM,41.0,587.7,28.1,22.53\ncell-453,stadium,E2_KPM,61.1,85.7,43.1,28.45\ncell-453,stadium,O1_PM,54.9,335.9,42.0,33.81\ncell-478,stadium,E2_KPM,36.1,204.5,25.2,25.66\ncell-478,stadium,O1_PM,25.0,215.1,28.1,22.40\ncell-501,hospital_zone,E2_KPM,76.7,603.4,45.5,10.29\ncell-501,hospital_zone,O1_PM,42.8,252.5,31.0,12.94\ncell-672,south_cluster,O1_PM,52.1,562.8,39.9,20.81\ncell-672,south_cluster,E2_KPM,55.7,371.9,37.2,30.64\ncell-815,south_cluster,O1_PM,16.7,79.6,14.8,11.73\ncell-815,south_cluster,E2_KPM,89.7,47.0,61.4,30.54\ncell-881,north_cluster,O1_PM,63.4,612.9,45.2,21.71\ncell-881,north_cluster,E2_KPM,65.8,563.8,45.7,17.30\ncell-886,north_cluster,E2_KPM,62.1,281.1,38.5,26.81\ncell-886,north_cluster,O1_PM,41.0,628.3,30.2,30.18\ncell-930,hospital_zone,E2_KPM,35.7,640.5,27.4,9.35\ncell-930,hospital_zone,O1_PM,23.0,500.9,22.0,27.65\ncell-975,hospital_zone,E2_KPM,23.9,523.6,25.5,28.27\ncell-975,hospital_zone,O1_PM,30.6,116.2,32.3,20.73\ncell-993,stadium,E2_KPM,19.2,121.7,25.4,22.94\ncell-993,stadium,O1_PM,24.2,479.9,21.4,17.26\n", "truth": {"action": "guarantee_share", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c1b5132fe5c760904b8ada2a3f40ae9c76e835b82cc26d0d356e432a3c2909bf", "telemetry_sha256": "82c0b8b62644628b28e3bfb6c1feec408b0377ba63e739c27db30db579f9cfa9", "tokens_cl100k": {"telemetry": 1152, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-815", "edge_ue_thr_mbps": "cell-264"}, "decoy_cell": "cell-113", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0067", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ops team: promote automated machinery feedback loop transmissions to critical highest-tier priority across the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-01T13:56:15Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,O1_PM,77.7,163.3,54.4,30.95\ncell-121,south_cluster,E2_KPM,42.2,144.4,29.4,34.60\ncell-141,south_cluster,O1_PM,16.4,274.1,25.1,26.87\ncell-141,south_cluster,E2_KPM,63.5,347.7,41.9,11.83\ncell-240,north_cluster,O1_PM,93.3,182.2,25.5,31.88\ncell-240,north_cluster,E2_KPM,78.3,635.7,52.1,18.45\ncell-291,north_cluster,E2_KPM,20.5,641.0,16.6,30.95\ncell-291,north_cluster,O1_PM,35.7,319.7,25.2,17.69\ncell-301,stadium,E2_KPM,60.7,434.5,42.0,10.25\ncell-301,stadium,O1_PM,78.8,117.0,48.6,13.56\ncell-306,hospital_zone,O1_PM,59.5,245.5,37.1,7.43\ncell-306,hospital_zone,E2_KPM,90.9,265.6,61.2,9.71\ncell-313,stadium,E2_KPM,63.3,464.3,46.8,4.75\ncell-313,stadium,O1_PM,21.4,216.4,20.8,34.33\ncell-333,hospital_zone,E2_KPM,60.6,344.9,46.2,22.93\ncell-333,hospital_zone,O1_PM,62.3,219.7,47.7,34.73\ncell-467,south_cluster,E2_KPM,59.3,407.2,46.8,19.03\ncell-467,south_cluster,O1_PM,25.1,424.7,23.5,6.06\ncell-547,hospital_zone,O1_PM,54.5,581.2,36.8,5.84\ncell-547,hospital_zone,E2_KPM,52.4,360.9,42.5,16.25\ncell-560,south_cluster,O1_PM,31.3,240.3,30.1,31.79\ncell-560,south_cluster,E2_KPM,30.3,516.6,31.6,31.78\ncell-575,stadium,O1_PM,61.5,585.6,45.3,11.52\ncell-575,stadium,E2_KPM,56.6,442.6,37.9,23.52\ncell-600,hospital_zone,E2_KPM,26.8,640.9,20.1,26.72\ncell-600,hospital_zone,O1_PM,80.8,314.2,52.5,18.56\ncell-632,north_cluster,O1_PM,72.8,648.0,50.2,20.29\ncell-632,north_cluster,E2_KPM,16.3,99.2,19.1,11.07\ncell-709,north_cluster,E2_KPM,72.3,644.9,51.1,1.28\ncell-709,north_cluster,O1_PM,64.6,516.1,45.1,27.73\ncell-764,stadium,O1_PM,21.9,273.5,28.2,25.00\ncell-764,stadium,E2_KPM,56.8,407.9,42.1,4.54\ncell-780,stadium,O1_PM,76.6,100.5,46.2,13.26\ncell-780,stadium,E2_KPM,26.0,640.3,23.8,26.14\ncell-793,south_cluster,O1_PM,22.9,447.2,26.8,29.42\ncell-793,south_cluster,E2_KPM,22.3,243.5,18.3,8.23\ncell-830,hospital_zone,E2_KPM,20.1,582.6,21.4,12.03\ncell-830,hospital_zone,O1_PM,44.1,583.9,34.3,14.05\ncell-936,north_cluster,E2_KPM,71.2,165.1,48.2,31.59\ncell-936,north_cluster,O1_PM,62.1,250.9,41.2,18.42\ncell-997,hospital_zone,E2_KPM,62.6,340.9,41.2,23.43\ncell-997,hospital_zone,O1_PM,29.9,106.2,31.8,19.50\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "stadium", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7a812f5dbee717e856921a49cfe66ffecb3abd3de49c1774d447cb426d3f0d57", "telemetry_sha256": "547745b9fa83303a7b86400a5927ed687e85951788d23f90a0e327802f8eeabf", "tokens_cl100k": {"telemetry": 1154, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-306", "edge_ue_thr_mbps": "cell-709"}, "decoy_cell": "cell-240"}}
+{"case_id": "ranintent_v1_test_0068", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Datacrest Analytics stipulates that the carrier shall downgrade bulk edge analytics ingestion streams to standard normal priority on cells undergoing peak load for a duration of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-26T16:33:18Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,E2_KPM,60.6,320.3,43.9,17.22\ncell-161,hospital_zone,O1_PM,41.4,424.2,38.6,32.89\ncell-200,hospital_zone,O1_PM,25.9,109.8,24.7,18.60\ncell-200,hospital_zone,E2_KPM,73.1,428.5,53.4,33.92\ncell-230,stadium,O1_PM,80.5,486.7,57.6,7.42\ncell-230,stadium,E2_KPM,19.4,107.1,15.8,30.62\ncell-261,south_cluster,O1_PM,40.0,435.3,32.4,31.67\ncell-261,south_cluster,E2_KPM,41.2,530.7,35.0,33.55\ncell-318,stadium,O1_PM,50.1,648.7,40.5,21.19\ncell-318,stadium,E2_KPM,27.6,499.7,28.6,32.71\ncell-357,hospital_zone,O1_PM,59.5,122.3,46.3,8.12\ncell-357,hospital_zone,E2_KPM,46.3,509.0,38.4,29.03\ncell-425,stadium,O1_PM,18.4,464.5,18.4,24.71\ncell-425,stadium,E2_KPM,77.1,580.2,45.4,32.76\ncell-485,hospital_zone,O1_PM,51.9,508.4,32.9,33.18\ncell-485,hospital_zone,E2_KPM,76.9,414.2,47.2,14.56\ncell-560,north_cluster,E2_KPM,19.8,172.4,21.7,20.56\ncell-560,north_cluster,O1_PM,67.5,510.6,41.0,14.60\ncell-594,south_cluster,O1_PM,29.9,611.3,22.5,13.94\ncell-594,south_cluster,E2_KPM,29.5,259.3,30.2,28.27\ncell-600,north_cluster,O1_PM,52.5,464.2,35.6,28.69\ncell-600,north_cluster,E2_KPM,71.6,149.8,44.2,1.37\ncell-629,north_cluster,E2_KPM,53.4,202.7,44.2,31.63\ncell-629,north_cluster,O1_PM,92.7,446.6,41.2,8.89\ncell-688,hospital_zone,E2_KPM,18.0,372.6,21.4,8.45\ncell-688,hospital_zone,O1_PM,77.3,264.5,54.1,19.84\ncell-693,south_cluster,O1_PM,23.0,194.6,19.0,28.61\ncell-693,south_cluster,E2_KPM,89.5,642.0,58.7,21.74\ncell-905,hospital_zone,O1_PM,59.4,203.7,45.3,31.36\ncell-905,hospital_zone,E2_KPM,78.5,608.1,48.0,32.67\ncell-930,south_cluster,O1_PM,50.6,544.3,39.7,17.93\ncell-930,south_cluster,E2_KPM,35.8,433.5,26.4,13.57\ncell-938,south_cluster,E2_KPM,39.6,478.8,35.2,32.65\ncell-938,south_cluster,O1_PM,17.5,174.0,22.2,4.96\ncell-973,north_cluster,O1_PM,60.7,422.9,39.4,28.25\ncell-973,north_cluster,E2_KPM,21.8,43.9,27.7,17.71\ncell-976,north_cluster,O1_PM,32.2,620.4,25.3,27.04\ncell-976,north_cluster,E2_KPM,77.3,467.6,50.0,10.12\ncell-980,stadium,E2_KPM,80.7,634.6,49.0,23.67\ncell-980,stadium,O1_PM,81.2,550.3,48.9,25.13\ncell-998,stadium,O1_PM,57.2,342.0,37.8,11.58\ncell-998,stadium,E2_KPM,78.9,156.5,52.8,29.36\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "607babc2b15fd86b1de5b75959950d5158b695094dd35badbe5386041f9adb19", "telemetry_sha256": "cc3678fcc1bd3639a0f4b2cddbde3c34a29ae102c56fcddb995e4cd1c56b8fee", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-693", "edge_ue_thr_mbps": "cell-600"}, "decoy_cell": "cell-629", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0069", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Exposure note from Lumen Media: Downgrade cloud gaming and XR interactive sessions to low priority throughout the stadium cluster until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-27T12:02:31Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,O1_PM,92.1,371.2,39.0,18.36\ncell-108,hospital_zone,E2_KPM,50.6,457.8,32.6,28.59\ncell-142,hospital_zone,E2_KPM,16.8,165.6,14.6,20.19\ncell-142,hospital_zone,O1_PM,32.6,128.5,32.1,9.76\ncell-151,stadium,O1_PM,72.0,134.4,45.9,26.78\ncell-151,stadium,E2_KPM,28.3,581.9,21.0,27.08\ncell-174,north_cluster,O1_PM,74.3,301.2,54.6,22.80\ncell-174,north_cluster,E2_KPM,45.3,494.2,30.0,25.61\ncell-201,south_cluster,E2_KPM,45.6,638.2,36.1,1.97\ncell-201,south_cluster,O1_PM,27.1,566.3,29.1,17.81\ncell-277,stadium,E2_KPM,24.0,174.6,29.3,33.35\ncell-277,stadium,O1_PM,56.3,482.7,42.7,34.23\ncell-329,stadium,O1_PM,53.8,644.9,38.7,13.87\ncell-329,stadium,E2_KPM,59.7,41.7,45.1,25.66\ncell-348,south_cluster,E2_KPM,40.0,479.1,37.2,14.10\ncell-348,south_cluster,O1_PM,28.5,50.1,24.4,25.18\ncell-354,north_cluster,E2_KPM,47.1,429.9,39.4,29.04\ncell-354,north_cluster,O1_PM,24.8,156.7,21.9,25.46\ncell-451,stadium,O1_PM,40.7,587.3,30.5,13.81\ncell-451,stadium,E2_KPM,90.5,171.9,54.0,29.06\ncell-470,north_cluster,E2_KPM,72.4,358.7,48.0,12.80\ncell-470,north_cluster,O1_PM,55.7,161.2,38.9,22.98\ncell-549,north_cluster,E2_KPM,39.5,259.6,26.5,29.11\ncell-549,north_cluster,O1_PM,38.8,318.2,36.2,12.29\ncell-652,hospital_zone,O1_PM,29.2,587.3,24.2,25.42\ncell-652,hospital_zone,E2_KPM,38.2,464.9,32.9,31.29\ncell-686,hospital_zone,E2_KPM,20.6,364.8,23.9,5.52\ncell-686,hospital_zone,O1_PM,39.2,358.9,28.9,16.61\ncell-758,hospital_zone,E2_KPM,45.1,146.3,29.8,7.76\ncell-758,hospital_zone,O1_PM,22.7,499.3,21.1,9.31\ncell-862,south_cluster,E2_KPM,23.4,89.7,20.4,34.92\ncell-862,south_cluster,O1_PM,53.9,391.7,40.5,34.59\ncell-866,north_cluster,E2_KPM,64.8,153.3,45.4,13.22\ncell-866,north_cluster,O1_PM,50.2,613.5,31.9,11.30\ncell-898,south_cluster,E2_KPM,60.3,399.1,44.0,25.51\ncell-898,south_cluster,O1_PM,64.2,384.1,44.3,21.49\ncell-932,stadium,E2_KPM,69.4,636.7,41.9,29.30\ncell-932,stadium,O1_PM,43.9,485.9,32.3,21.05\ncell-940,north_cluster,E2_KPM,44.2,562.4,33.9,6.02\ncell-940,north_cluster,O1_PM,71.4,91.1,48.3,8.07\ncell-946,south_cluster,E2_KPM,79.5,206.4,56.5,12.94\ncell-946,south_cluster,O1_PM,71.7,64.3,42.6,11.60\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "stadium", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "de04ff6e66106a53fda4d5d9d7af1f9a17fcc7ff3368edfb1feb963f2889bdf3", "telemetry_sha256": "1072bae0bb3cd9305030a52e7d98ac3771c08a056a84aaa169ef50619abb789c", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-451", "edge_ue_thr_mbps": "cell-201"}, "decoy_cell": "cell-108"}}
+{"case_id": "ranintent_v1_test_0070", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, set standard best-effort web data to normal priority across the south cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-02T06:38:19Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,hospital_zone,O1_PM,29.6,484.1,26.6,22.48\ncell-118,hospital_zone,E2_KPM,43.6,85.4,30.1,33.65\ncell-122,south_cluster,E2_KPM,53.8,617.1,43.5,5.70\ncell-122,south_cluster,O1_PM,30.8,528.9,32.9,17.36\ncell-131,north_cluster,O1_PM,39.4,390.3,31.7,4.95\ncell-131,north_cluster,E2_KPM,59.3,644.9,35.9,24.26\ncell-280,hospital_zone,E2_KPM,47.3,633.4,37.1,28.04\ncell-280,hospital_zone,O1_PM,19.5,565.5,22.0,31.20\ncell-305,stadium,E2_KPM,29.8,139.8,31.7,21.64\ncell-305,stadium,O1_PM,76.9,424.5,45.0,9.46\ncell-308,stadium,O1_PM,68.6,132.9,49.9,32.91\ncell-308,stadium,E2_KPM,59.7,280.3,41.3,9.66\ncell-313,south_cluster,E2_KPM,70.9,166.6,52.6,29.61\ncell-313,south_cluster,O1_PM,79.7,609.6,54.8,25.62\ncell-333,south_cluster,O1_PM,73.9,425.0,47.9,9.86\ncell-333,south_cluster,E2_KPM,18.1,122.3,22.4,21.03\ncell-388,hospital_zone,E2_KPM,31.4,160.5,25.2,33.55\ncell-388,hospital_zone,O1_PM,75.4,50.5,50.7,7.80\ncell-412,stadium,E2_KPM,64.3,141.4,46.2,10.52\ncell-412,stadium,O1_PM,82.5,54.2,57.4,32.43\ncell-436,hospital_zone,O1_PM,59.9,329.4,42.2,29.16\ncell-436,hospital_zone,E2_KPM,28.0,589.4,23.8,26.57\ncell-548,north_cluster,E2_KPM,69.0,546.2,51.6,30.13\ncell-548,north_cluster,O1_PM,77.6,443.6,50.1,16.33\ncell-566,south_cluster,E2_KPM,51.3,401.5,35.5,19.64\ncell-566,south_cluster,O1_PM,31.8,367.2,24.1,27.07\ncell-622,hospital_zone,E2_KPM,32.9,621.8,30.0,7.03\ncell-622,hospital_zone,O1_PM,32.2,433.4,22.9,9.72\ncell-623,stadium,O1_PM,93.4,314.3,28.4,33.07\ncell-623,stadium,E2_KPM,42.1,519.5,31.9,0.75\ncell-641,north_cluster,O1_PM,19.7,257.8,17.7,16.52\ncell-641,north_cluster,E2_KPM,36.2,561.8,27.3,9.80\ncell-686,south_cluster,E2_KPM,57.8,563.7,37.0,23.67\ncell-686,south_cluster,O1_PM,59.0,146.5,45.1,13.38\ncell-739,north_cluster,O1_PM,46.9,97.0,38.7,33.06\ncell-739,north_cluster,E2_KPM,19.1,573.3,20.5,13.90\ncell-754,north_cluster,E2_KPM,91.3,341.2,58.4,18.28\ncell-754,north_cluster,O1_PM,23.5,262.7,22.1,4.63\ncell-828,hospital_zone,E2_KPM,62.4,249.3,46.8,26.04\ncell-828,hospital_zone,O1_PM,52.0,447.2,34.6,24.10\ncell-896,stadium,E2_KPM,57.2,305.4,38.4,17.06\ncell-896,stadium,O1_PM,55.8,112.1,44.7,27.05\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "93a5d71ae27d50428e6a74aa23894effc31a31ebf16eb7fc60273719415a8948", "telemetry_sha256": "5679ad9b21979e606883c46b4f2615b2da1988a53c2a4b858b8dc7220e6e53f6", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-754", "edge_ue_thr_mbps": "cell-623"}, "decoy_cell": "cell-623"}}
+{"case_id": "ranintent_v1_test_0071", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi operations, please rescind prior QoS changes and restore bulk analytics upload traffic to standard baseline configuration across the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-21T10:43:20Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,south_cluster,E2_KPM,22.0,545.8,28.2,23.69\ncell-140,south_cluster,O1_PM,66.9,393.6,51.1,33.03\ncell-326,stadium,E2_KPM,73.9,480.9,51.7,16.78\ncell-326,stadium,O1_PM,38.7,49.5,34.2,23.38\ncell-328,north_cluster,E2_KPM,79.3,226.1,51.2,13.63\ncell-328,north_cluster,O1_PM,52.5,619.0,41.6,4.00\ncell-335,south_cluster,O1_PM,54.7,121.2,37.2,20.07\ncell-335,south_cluster,E2_KPM,57.6,183.6,38.7,23.34\ncell-357,hospital_zone,E2_KPM,68.4,472.2,50.5,18.82\ncell-357,hospital_zone,O1_PM,47.3,113.5,40.0,23.29\ncell-359,north_cluster,O1_PM,44.6,405.4,36.7,24.98\ncell-359,north_cluster,E2_KPM,34.7,642.9,26.2,25.55\ncell-397,north_cluster,O1_PM,68.7,392.7,42.9,17.55\ncell-397,north_cluster,E2_KPM,23.3,544.4,29.6,5.21\ncell-411,north_cluster,O1_PM,53.6,484.2,36.5,23.06\ncell-411,north_cluster,E2_KPM,90.5,223.2,52.0,16.47\ncell-414,south_cluster,E2_KPM,33.4,364.0,32.0,0.54\ncell-414,south_cluster,O1_PM,53.1,519.5,34.7,14.01\ncell-420,hospital_zone,O1_PM,31.9,431.7,24.5,27.21\ncell-420,hospital_zone,E2_KPM,60.6,293.3,37.4,18.90\ncell-422,stadium,O1_PM,63.2,151.3,39.2,8.43\ncell-422,stadium,E2_KPM,74.6,520.8,51.5,4.69\ncell-454,hospital_zone,O1_PM,23.7,342.7,23.6,10.13\ncell-454,hospital_zone,E2_KPM,51.5,611.1,34.1,12.66\ncell-511,hospital_zone,E2_KPM,62.3,476.0,48.8,29.14\ncell-511,hospital_zone,O1_PM,58.1,472.0,38.9,34.51\ncell-611,stadium,E2_KPM,29.0,59.9,22.5,16.53\ncell-611,stadium,O1_PM,43.6,42.2,28.8,17.14\ncell-660,stadium,O1_PM,56.1,392.9,37.1,5.01\ncell-660,stadium,E2_KPM,28.7,573.7,25.3,10.17\ncell-661,stadium,O1_PM,32.8,622.1,28.2,26.65\ncell-661,stadium,E2_KPM,61.9,186.1,39.3,12.49\ncell-740,hospital_zone,O1_PM,15.1,386.9,14.9,9.19\ncell-740,hospital_zone,E2_KPM,27.5,174.3,29.0,20.63\ncell-783,south_cluster,E2_KPM,77.7,175.5,46.5,33.39\ncell-783,south_cluster,O1_PM,39.5,489.3,30.5,34.89\ncell-805,south_cluster,E2_KPM,34.9,619.1,31.8,4.05\ncell-805,south_cluster,O1_PM,73.8,245.4,49.3,33.13\ncell-851,stadium,E2_KPM,66.8,74.8,48.4,15.76\ncell-851,stadium,O1_PM,92.1,238.5,44.4,6.91\ncell-963,north_cluster,E2_KPM,22.7,366.8,24.3,12.15\ncell-963,north_cluster,O1_PM,79.2,217.9,48.6,4.90\n", "truth": {"action": "revert_default", "class": "analytics_offload", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "68deba93cb69ff8123991d1bebb5506c08bb1a08fc9878040f53a8f3fad7444e", "telemetry_sha256": "7029352dc59ead9266db636ea112624d6d129cae8b499fb05ca01329a0236d2b", "tokens_cl100k": {"telemetry": 1152, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-411", "edge_ue_thr_mbps": "cell-414"}, "decoy_cell": "cell-851"}}
+{"case_id": "ranintent_v1_test_0072", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Operations Ticket: Civic Safety Agency requests promoting mission-critical first responder voice communications to critical highest priority on cells experiencing peak congestion for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-21T14:38:56Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,hospital_zone,O1_PM,26.1,213.7,30.0,14.53\ncell-112,hospital_zone,E2_KPM,38.1,515.5,35.2,30.33\ncell-116,north_cluster,E2_KPM,80.0,105.0,56.7,5.72\ncell-116,north_cluster,O1_PM,23.6,625.6,23.0,8.75\ncell-122,north_cluster,E2_KPM,80.5,115.4,55.3,30.94\ncell-122,north_cluster,O1_PM,70.0,274.5,48.2,6.16\ncell-160,hospital_zone,O1_PM,23.5,589.0,20.9,29.15\ncell-160,hospital_zone,E2_KPM,53.8,576.2,34.1,10.27\ncell-194,north_cluster,E2_KPM,73.9,572.2,44.2,26.37\ncell-194,north_cluster,O1_PM,37.5,181.0,31.3,19.82\ncell-215,stadium,E2_KPM,92.8,180.3,53.8,5.49\ncell-215,stadium,O1_PM,36.0,202.7,35.8,20.78\ncell-256,north_cluster,E2_KPM,49.8,320.6,38.2,10.48\ncell-256,north_cluster,O1_PM,68.8,549.9,51.0,12.87\ncell-269,south_cluster,E2_KPM,19.7,403.1,20.8,11.79\ncell-269,south_cluster,O1_PM,77.4,532.4,49.4,17.80\ncell-275,north_cluster,O1_PM,95.0,368.8,33.1,31.50\ncell-275,north_cluster,E2_KPM,43.6,392.5,29.0,15.08\ncell-426,south_cluster,E2_KPM,77.8,523.4,48.3,20.47\ncell-426,south_cluster,O1_PM,29.0,136.1,29.5,5.73\ncell-491,south_cluster,E2_KPM,50.0,273.5,35.7,25.34\ncell-491,south_cluster,O1_PM,34.9,74.8,29.5,23.38\ncell-582,stadium,E2_KPM,74.5,471.1,54.2,25.66\ncell-582,stadium,O1_PM,84.5,617.6,53.7,31.05\ncell-598,stadium,E2_KPM,75.4,310.1,48.9,29.61\ncell-598,stadium,O1_PM,67.3,524.7,44.1,13.24\ncell-652,south_cluster,E2_KPM,23.5,239.6,20.0,1.92\ncell-652,south_cluster,O1_PM,79.1,136.0,55.1,15.67\ncell-673,stadium,O1_PM,15.3,140.2,16.1,23.70\ncell-673,stadium,E2_KPM,64.0,77.5,38.3,28.43\ncell-721,hospital_zone,O1_PM,70.3,333.4,45.9,34.25\ncell-721,hospital_zone,E2_KPM,31.1,462.1,25.3,18.27\ncell-812,north_cluster,E2_KPM,35.0,627.3,26.0,29.77\ncell-812,north_cluster,O1_PM,70.7,369.4,48.7,16.33\ncell-840,stadium,O1_PM,48.9,200.3,40.3,26.12\ncell-840,stadium,E2_KPM,54.8,470.8,35.5,6.74\ncell-877,south_cluster,E2_KPM,69.5,156.0,48.5,5.24\ncell-877,south_cluster,O1_PM,41.0,294.5,32.6,15.07\ncell-913,hospital_zone,O1_PM,52.4,387.0,40.7,24.78\ncell-913,hospital_zone,E2_KPM,35.1,325.4,25.0,27.60\ncell-954,hospital_zone,E2_KPM,22.4,163.2,19.5,24.86\ncell-954,hospital_zone,O1_PM,26.8,429.9,26.6,16.40\n", "truth": {"action": "prioritise", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c18521b2adb8704e1ceb0ded5efe177cf45b09e8ce014230d33760254ae8c706", "telemetry_sha256": "b13ed9f2c63cd1cd3582f6154b473fdc936bd77cbaff4f88cefb22198c5ca389", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-215", "edge_ue_thr_mbps": "cell-652"}, "decoy_cell": "cell-275", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0073", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media ops: please step down cloud gaming and interactive XR traffic to low priority in the hospital zone for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-27T17:56:31Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,hospital_zone,E2_KPM,35.7,365.9,26.3,6.86\ncell-124,hospital_zone,O1_PM,81.7,322.1,51.6,6.50\ncell-173,hospital_zone,E2_KPM,80.8,276.2,47.1,5.45\ncell-173,hospital_zone,O1_PM,29.6,631.5,27.6,34.17\ncell-189,south_cluster,E2_KPM,68.2,98.4,43.2,20.44\ncell-189,south_cluster,O1_PM,58.7,511.9,41.4,9.14\ncell-229,north_cluster,E2_KPM,19.9,90.9,25.8,21.50\ncell-229,north_cluster,O1_PM,48.4,455.6,31.5,13.29\ncell-238,stadium,O1_PM,53.0,141.6,42.5,17.70\ncell-238,stadium,E2_KPM,66.7,170.6,41.0,25.77\ncell-240,stadium,O1_PM,31.5,613.1,25.2,17.52\ncell-240,stadium,E2_KPM,90.8,609.3,58.3,26.16\ncell-274,north_cluster,O1_PM,26.3,393.8,20.1,28.67\ncell-274,north_cluster,E2_KPM,60.2,326.1,37.9,5.13\ncell-278,hospital_zone,O1_PM,45.8,41.6,33.2,23.70\ncell-278,hospital_zone,E2_KPM,78.6,203.0,48.8,7.46\ncell-349,north_cluster,E2_KPM,63.9,328.9,38.1,29.32\ncell-349,north_cluster,O1_PM,45.6,298.6,31.1,21.63\ncell-484,north_cluster,E2_KPM,24.1,535.5,28.4,31.44\ncell-484,north_cluster,O1_PM,61.4,345.9,36.8,21.40\ncell-507,north_cluster,E2_KPM,43.5,200.7,35.8,23.25\ncell-507,north_cluster,O1_PM,94.1,169.6,31.2,20.05\ncell-517,stadium,O1_PM,34.0,365.6,33.2,32.42\ncell-517,stadium,E2_KPM,31.7,116.2,33.6,13.00\ncell-559,south_cluster,O1_PM,23.4,403.9,24.8,8.13\ncell-559,south_cluster,E2_KPM,26.3,408.7,29.5,1.18\ncell-600,hospital_zone,O1_PM,78.1,518.5,46.4,5.89\ncell-600,hospital_zone,E2_KPM,39.5,628.6,35.5,19.09\ncell-620,south_cluster,O1_PM,25.7,529.5,25.0,12.84\ncell-620,south_cluster,E2_KPM,71.8,61.9,45.3,31.25\ncell-670,south_cluster,E2_KPM,22.5,440.1,18.1,15.39\ncell-670,south_cluster,O1_PM,56.2,629.6,35.9,23.25\ncell-774,north_cluster,E2_KPM,43.8,233.9,36.3,30.37\ncell-774,north_cluster,O1_PM,26.4,194.5,25.5,22.21\ncell-835,stadium,O1_PM,79.4,248.5,48.9,17.52\ncell-835,stadium,E2_KPM,68.9,545.7,47.8,14.61\ncell-860,hospital_zone,E2_KPM,19.7,307.7,18.8,28.95\ncell-860,hospital_zone,O1_PM,46.8,588.1,39.3,4.72\ncell-902,stadium,E2_KPM,64.8,92.5,40.1,4.56\ncell-902,stadium,O1_PM,76.0,134.0,53.7,17.95\ncell-943,south_cluster,E2_KPM,53.3,554.0,35.4,29.56\ncell-943,south_cluster,O1_PM,74.5,98.9,50.6,12.74\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3a84e1adfc047fe1a38c27995ed7ecf623a12a3e334b4e76343bba20518a1869", "telemetry_sha256": "49d2031e0a662631024e5092bbb1f0c597bf805e26ecb9d478b784fcc27ac960", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-240", "edge_ue_thr_mbps": "cell-559"}, "decoy_cell": "cell-507"}}
+{"case_id": "ranintent_v1_test_0074", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network operator covenants to demote generic best-effort internet traffic to low priority dispatch throughout the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-20T10:28:09Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-193,north_cluster,E2_KPM,26.6,270.0,21.9,6.21\ncell-193,north_cluster,O1_PM,69.6,194.5,46.2,29.43\ncell-194,stadium,O1_PM,26.1,317.6,22.2,34.01\ncell-194,stadium,E2_KPM,36.2,543.2,29.6,34.67\ncell-202,north_cluster,O1_PM,56.8,525.6,36.2,3.81\ncell-202,north_cluster,E2_KPM,50.0,185.2,31.2,17.63\ncell-277,stadium,E2_KPM,67.5,586.2,49.8,10.83\ncell-277,stadium,O1_PM,88.0,612.3,47.6,6.80\ncell-354,north_cluster,E2_KPM,73.1,220.0,51.7,13.73\ncell-354,north_cluster,O1_PM,63.4,594.8,42.8,31.83\ncell-385,south_cluster,O1_PM,38.3,272.5,32.9,24.91\ncell-385,south_cluster,E2_KPM,64.8,96.7,50.2,31.58\ncell-466,stadium,O1_PM,52.1,186.7,34.3,22.37\ncell-466,stadium,E2_KPM,24.8,592.7,26.8,0.80\ncell-505,hospital_zone,E2_KPM,52.5,225.5,36.7,16.35\ncell-505,hospital_zone,O1_PM,25.2,532.2,26.1,13.49\ncell-529,north_cluster,E2_KPM,60.1,154.8,47.3,26.79\ncell-529,north_cluster,O1_PM,59.0,560.5,44.3,29.81\ncell-559,hospital_zone,O1_PM,64.8,546.0,45.7,34.10\ncell-559,hospital_zone,E2_KPM,16.7,586.1,23.6,12.89\ncell-568,south_cluster,O1_PM,38.0,105.1,28.7,15.61\ncell-568,south_cluster,E2_KPM,77.9,325.4,46.4,32.76\ncell-597,south_cluster,O1_PM,54.9,326.9,39.4,23.21\ncell-597,south_cluster,E2_KPM,29.1,185.7,31.3,25.24\ncell-631,stadium,E2_KPM,50.2,624.7,35.3,26.67\ncell-631,stadium,O1_PM,41.8,614.9,35.6,26.86\ncell-642,stadium,O1_PM,66.2,98.9,47.6,20.18\ncell-642,stadium,E2_KPM,16.7,186.7,18.1,32.99\ncell-743,south_cluster,O1_PM,43.5,162.1,39.0,8.79\ncell-743,south_cluster,E2_KPM,50.2,103.7,36.1,4.62\ncell-775,hospital_zone,E2_KPM,68.1,254.5,43.7,6.71\ncell-775,hospital_zone,O1_PM,43.1,581.7,38.6,7.44\ncell-782,hospital_zone,E2_KPM,36.0,119.4,32.0,8.12\ncell-782,hospital_zone,O1_PM,77.3,499.2,53.5,34.74\ncell-876,south_cluster,E2_KPM,45.5,573.0,36.6,28.08\ncell-876,south_cluster,O1_PM,60.3,527.1,43.0,32.27\ncell-895,hospital_zone,O1_PM,43.6,532.0,28.1,15.08\ncell-895,hospital_zone,E2_KPM,59.4,587.0,43.6,32.49\ncell-905,hospital_zone,O1_PM,37.3,251.1,32.8,12.42\ncell-905,hospital_zone,E2_KPM,86.4,623.6,51.5,4.48\ncell-942,north_cluster,O1_PM,15.3,153.5,21.2,17.59\ncell-942,north_cluster,E2_KPM,54.4,275.8,37.4,5.93\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "hospital_zone", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d52b08641b548b54500020e11e9cb82c05db1905e05a39ec36cc3ec90da87e0c", "telemetry_sha256": "a0cd924506033cbb1e65fc9b14b8016431e4bad9f4ba718be5b33248bbe7f505", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-905", "edge_ue_thr_mbps": "cell-466"}, "decoy_cell": "cell-277"}}
+{"case_id": "ranintent_v1_test_0075", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Confine compute execution for bulk edge analytics ingest to go no farther than a regional cloud center on cells operating under peak load until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-18T18:14:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-203,hospital_zone,E2_KPM,34.6,337.1,31.3,28.75\ncell-203,hospital_zone,O1_PM,53.6,303.0,34.5,28.66\ncell-334,stadium,O1_PM,45.3,479.0,40.5,27.85\ncell-334,stadium,E2_KPM,18.5,339.8,26.7,1.80\ncell-352,north_cluster,E2_KPM,41.9,562.4,36.1,19.27\ncell-352,north_cluster,O1_PM,19.7,295.6,16.4,11.71\ncell-355,south_cluster,O1_PM,15.7,465.3,18.3,20.05\ncell-355,south_cluster,E2_KPM,51.0,394.9,34.1,30.39\ncell-381,stadium,E2_KPM,57.1,317.7,44.2,6.50\ncell-381,stadium,O1_PM,26.2,283.3,28.4,15.10\ncell-387,south_cluster,E2_KPM,78.3,235.8,53.8,8.73\ncell-387,south_cluster,O1_PM,67.1,510.6,48.2,18.86\ncell-407,south_cluster,O1_PM,23.4,70.3,26.7,28.38\ncell-407,south_cluster,E2_KPM,64.9,191.7,43.2,5.52\ncell-476,north_cluster,O1_PM,57.1,73.3,44.9,6.40\ncell-476,north_cluster,E2_KPM,81.7,542.6,57.9,14.17\ncell-484,south_cluster,E2_KPM,92.5,442.1,58.6,8.86\ncell-484,south_cluster,O1_PM,22.3,566.0,20.6,26.23\ncell-518,stadium,O1_PM,78.5,547.9,55.0,20.57\ncell-518,stadium,E2_KPM,29.7,201.2,22.8,5.82\ncell-650,hospital_zone,O1_PM,53.2,580.5,43.0,26.04\ncell-650,hospital_zone,E2_KPM,78.0,571.1,56.9,33.89\ncell-662,south_cluster,E2_KPM,39.1,412.4,25.9,8.53\ncell-662,south_cluster,O1_PM,36.5,344.2,27.9,21.51\ncell-670,stadium,O1_PM,43.8,550.6,36.4,26.06\ncell-670,stadium,E2_KPM,34.9,248.8,25.4,32.27\ncell-700,north_cluster,E2_KPM,43.3,406.1,28.5,14.28\ncell-700,north_cluster,O1_PM,54.2,340.3,34.9,22.95\ncell-719,north_cluster,E2_KPM,82.4,360.6,49.2,28.49\ncell-719,north_cluster,O1_PM,95.1,472.8,48.7,17.23\ncell-738,stadium,E2_KPM,44.6,379.4,33.2,15.31\ncell-738,stadium,O1_PM,24.2,490.8,29.7,19.25\ncell-911,north_cluster,O1_PM,55.5,82.1,36.7,5.98\ncell-911,north_cluster,E2_KPM,40.1,51.2,30.5,8.34\ncell-935,hospital_zone,E2_KPM,39.3,176.7,29.3,28.97\ncell-935,hospital_zone,O1_PM,70.0,281.5,52.4,19.38\ncell-949,hospital_zone,O1_PM,24.9,468.8,25.4,26.72\ncell-949,hospital_zone,E2_KPM,24.8,403.5,25.5,25.85\ncell-969,hospital_zone,O1_PM,57.3,308.8,39.6,26.77\ncell-969,hospital_zone,E2_KPM,77.7,526.8,54.6,24.49\ncell-973,south_cluster,O1_PM,52.6,531.1,39.5,25.02\ncell-973,south_cluster,E2_KPM,23.3,119.8,21.2,7.21\n", "truth": {"action": "restrict_edge", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "089f9c9e94c22cf36e5c01db406138fcda3637af04507f85e42f94fceff27f32", "telemetry_sha256": "8debf839a98e831cfba74226514c88a3b18211e4d4942cdd18ad9137dc4a2298", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-484", "edge_ue_thr_mbps": "cell-334"}, "decoy_cell": "cell-719", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0076", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Hey assistant, reduce our bulk analytics upload traffic down to low priority in the hospital zone until manually changed.", "telemetry": "KPM telemetry snapshot at 2026-10-20T12:09:00Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-128,north_cluster,E2_KPM,42.8,438.2,28.9,19.25\ncell-128,north_cluster,O1_PM,34.9,505.2,32.0,34.23\ncell-164,hospital_zone,O1_PM,75.6,599.4,55.3,21.27\ncell-164,hospital_zone,E2_KPM,65.0,82.2,50.3,28.80\ncell-211,north_cluster,O1_PM,52.3,591.8,34.0,7.70\ncell-211,north_cluster,E2_KPM,51.6,247.2,32.4,21.34\ncell-254,south_cluster,O1_PM,54.2,509.2,44.2,10.68\ncell-254,south_cluster,E2_KPM,25.8,343.6,27.4,28.67\ncell-331,north_cluster,O1_PM,83.7,353.7,49.3,11.02\ncell-331,north_cluster,E2_KPM,58.5,616.3,47.1,12.55\ncell-355,stadium,O1_PM,42.1,460.8,38.5,27.88\ncell-355,stadium,E2_KPM,54.4,393.6,38.4,33.36\ncell-357,south_cluster,O1_PM,71.5,176.8,47.7,8.40\ncell-357,south_cluster,E2_KPM,18.9,335.7,27.3,23.88\ncell-376,stadium,E2_KPM,42.0,341.2,28.0,10.61\ncell-376,stadium,O1_PM,59.7,620.6,44.5,18.96\ncell-470,north_cluster,E2_KPM,34.9,149.7,33.5,1.21\ncell-470,north_cluster,O1_PM,73.8,567.6,47.9,11.33\ncell-517,stadium,O1_PM,97.4,467.3,45.7,12.18\ncell-517,stadium,E2_KPM,49.9,91.8,40.1,28.84\ncell-633,hospital_zone,O1_PM,61.8,151.0,40.5,33.78\ncell-633,hospital_zone,E2_KPM,42.9,509.5,39.0,6.34\ncell-650,stadium,E2_KPM,66.5,148.4,44.3,17.83\ncell-650,stadium,O1_PM,73.3,418.4,54.3,19.24\ncell-689,hospital_zone,O1_PM,25.6,326.2,24.0,6.63\ncell-689,hospital_zone,E2_KPM,44.1,48.9,34.4,13.79\ncell-713,north_cluster,O1_PM,30.5,247.0,29.7,8.72\ncell-713,north_cluster,E2_KPM,39.6,509.4,37.3,30.98\ncell-720,hospital_zone,O1_PM,57.7,423.3,40.7,15.01\ncell-720,hospital_zone,E2_KPM,65.5,224.5,44.8,16.70\ncell-752,south_cluster,E2_KPM,50.1,199.9,39.1,26.60\ncell-752,south_cluster,O1_PM,71.0,260.4,45.6,21.78\ncell-773,hospital_zone,E2_KPM,87.5,75.8,54.2,29.90\ncell-773,hospital_zone,O1_PM,79.7,78.6,50.6,15.83\ncell-780,stadium,E2_KPM,54.0,367.2,41.9,4.60\ncell-780,stadium,O1_PM,77.4,279.3,53.5,9.96\ncell-825,south_cluster,O1_PM,45.0,628.9,31.2,15.59\ncell-825,south_cluster,E2_KPM,20.2,334.9,24.2,11.23\ncell-881,hospital_zone,E2_KPM,50.6,579.6,33.3,33.01\ncell-881,hospital_zone,O1_PM,15.2,469.7,24.8,24.30\ncell-933,south_cluster,O1_PM,48.0,446.2,32.3,29.31\ncell-933,south_cluster,E2_KPM,95.7,394.8,57.3,31.82\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "hospital_zone", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "873db91472cc599a957ea81aec4872c94b1637e5fb765bccecdf42d864aa0035", "telemetry_sha256": "8503a72c03d721c938d0347d9749a464d1c343249ffbdf3dddf7a430d6944ea9", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-933", "edge_ue_thr_mbps": "cell-470"}, "decoy_cell": "cell-517"}}
+{"case_id": "ranintent_v1_test_0077", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi RAN operations, please temporarily promote standard best-effort user data to high priority across all radio sites experiencing maximum saturation. This prioritization window should last fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-18T16:05:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-149,north_cluster,E2_KPM,72.3,402.9,46.9,32.14\ncell-149,north_cluster,O1_PM,22.2,44.4,22.1,13.49\ncell-185,hospital_zone,E2_KPM,31.5,421.4,23.4,28.33\ncell-185,hospital_zone,O1_PM,91.7,333.7,57.5,28.01\ncell-214,hospital_zone,O1_PM,43.0,589.2,37.6,10.50\ncell-214,hospital_zone,E2_KPM,51.0,411.3,41.3,20.97\ncell-215,north_cluster,E2_KPM,34.6,625.2,30.9,4.70\ncell-215,north_cluster,O1_PM,50.9,512.5,41.3,19.63\ncell-224,stadium,O1_PM,23.9,381.2,25.5,25.80\ncell-224,stadium,E2_KPM,30.2,407.4,32.4,11.72\ncell-272,stadium,O1_PM,41.6,386.8,27.9,24.30\ncell-272,stadium,E2_KPM,43.0,213.3,30.0,18.91\ncell-293,north_cluster,E2_KPM,64.4,123.1,49.7,0.83\ncell-293,north_cluster,O1_PM,67.3,147.0,45.5,31.00\ncell-312,hospital_zone,E2_KPM,71.1,633.7,52.3,32.62\ncell-312,hospital_zone,O1_PM,49.2,518.1,39.1,18.57\ncell-375,south_cluster,O1_PM,33.4,481.0,31.5,15.43\ncell-375,south_cluster,E2_KPM,68.8,122.3,49.7,23.99\ncell-499,north_cluster,O1_PM,64.1,428.6,49.9,30.82\ncell-499,north_cluster,E2_KPM,70.5,96.5,52.4,18.97\ncell-545,hospital_zone,E2_KPM,55.6,506.1,44.2,16.01\ncell-545,hospital_zone,O1_PM,33.7,233.7,25.0,30.43\ncell-568,south_cluster,O1_PM,25.8,383.5,26.5,9.58\ncell-568,south_cluster,E2_KPM,45.1,617.8,34.2,16.19\ncell-576,hospital_zone,E2_KPM,58.1,597.8,37.8,18.43\ncell-576,hospital_zone,O1_PM,80.1,406.1,57.2,14.63\ncell-639,stadium,E2_KPM,72.4,285.0,50.4,11.73\ncell-639,stadium,O1_PM,46.0,535.1,35.1,14.64\ncell-735,south_cluster,O1_PM,56.1,385.1,36.3,5.53\ncell-735,south_cluster,E2_KPM,54.3,405.5,33.5,34.30\ncell-760,north_cluster,O1_PM,56.5,634.4,40.9,18.23\ncell-760,north_cluster,E2_KPM,21.8,389.4,20.6,12.13\ncell-831,south_cluster,O1_PM,50.3,590.5,39.2,5.55\ncell-831,south_cluster,E2_KPM,27.0,120.4,26.1,26.26\ncell-889,stadium,O1_PM,43.0,276.3,31.6,24.26\ncell-889,stadium,E2_KPM,25.1,182.6,20.4,19.69\ncell-917,north_cluster,E2_KPM,59.7,578.1,39.7,4.38\ncell-917,north_cluster,O1_PM,21.1,113.9,20.0,29.54\ncell-973,south_cluster,E2_KPM,34.2,182.5,29.4,23.10\ncell-973,south_cluster,O1_PM,25.9,304.2,26.9,34.63\ncell-981,stadium,O1_PM,45.6,491.0,29.8,23.97\ncell-981,stadium,E2_KPM,89.5,286.1,59.0,8.23\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "619e6b16646395edce52a167b4623f8f1a0a3a8d63eb7406c0d069d2169f7c76", "telemetry_sha256": "ad682018949008076fbea6284641a307a4284b2714eb42bf5516e61e223d7f3b", "tokens_cl100k": {"telemetry": 1154, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-981", "edge_ue_thr_mbps": "cell-293"}, "decoy_cell": "cell-185", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0078", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket #14022: Authorize offloading computation for emergency responder video feeds to a regional cloud facility on cells undergoing peak saturation for a duration of sixty minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-04T20:46:21Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,south_cluster,O1_PM,45.7,184.6,31.6,11.39\ncell-106,south_cluster,E2_KPM,77.5,108.9,55.0,29.50\ncell-160,stadium,O1_PM,17.5,214.8,24.8,25.00\ncell-160,stadium,E2_KPM,41.3,339.5,37.4,23.75\ncell-174,stadium,E2_KPM,66.7,178.4,39.4,12.05\ncell-174,stadium,O1_PM,62.6,532.9,39.0,5.40\ncell-194,north_cluster,E2_KPM,82.0,130.2,47.3,10.08\ncell-194,north_cluster,O1_PM,98.3,199.7,27.7,28.37\ncell-274,south_cluster,E2_KPM,94.8,471.7,54.5,17.00\ncell-274,south_cluster,O1_PM,36.4,205.8,33.9,13.72\ncell-289,south_cluster,O1_PM,30.2,298.6,21.3,15.70\ncell-289,south_cluster,E2_KPM,26.0,448.6,23.1,31.21\ncell-405,stadium,E2_KPM,63.4,413.8,49.1,26.78\ncell-405,stadium,O1_PM,22.3,334.1,28.2,7.66\ncell-489,north_cluster,E2_KPM,80.4,141.8,57.5,27.42\ncell-489,north_cluster,O1_PM,74.7,645.0,51.9,29.23\ncell-525,south_cluster,E2_KPM,58.4,224.6,45.8,16.01\ncell-525,south_cluster,O1_PM,50.3,84.1,40.0,33.07\ncell-540,hospital_zone,O1_PM,48.9,523.8,36.0,25.79\ncell-540,hospital_zone,E2_KPM,67.9,347.3,44.6,4.88\ncell-541,hospital_zone,E2_KPM,38.2,371.5,32.0,13.35\ncell-541,hospital_zone,O1_PM,53.1,170.8,34.3,26.33\ncell-542,hospital_zone,E2_KPM,38.5,126.5,32.3,14.17\ncell-542,hospital_zone,O1_PM,44.4,302.6,38.6,22.71\ncell-552,north_cluster,O1_PM,23.2,548.3,24.2,32.61\ncell-552,north_cluster,E2_KPM,73.0,341.3,46.5,26.73\ncell-556,north_cluster,E2_KPM,43.3,42.4,35.5,34.63\ncell-556,north_cluster,O1_PM,19.4,185.1,16.1,3.89\ncell-559,hospital_zone,O1_PM,41.1,252.7,36.8,29.57\ncell-559,hospital_zone,E2_KPM,20.6,107.6,27.4,34.58\ncell-573,stadium,O1_PM,69.7,550.9,52.3,27.88\ncell-573,stadium,E2_KPM,79.3,269.0,48.4,21.56\ncell-580,stadium,O1_PM,18.0,48.2,20.1,29.21\ncell-580,stadium,E2_KPM,48.6,60.6,42.3,15.40\ncell-631,south_cluster,E2_KPM,19.9,498.7,27.1,20.68\ncell-631,south_cluster,O1_PM,71.7,581.6,49.1,31.02\ncell-679,north_cluster,O1_PM,72.8,243.7,48.4,8.31\ncell-679,north_cluster,E2_KPM,21.0,297.1,23.0,0.56\ncell-687,north_cluster,O1_PM,28.3,288.3,30.7,23.83\ncell-687,north_cluster,E2_KPM,52.8,543.4,43.8,6.67\ncell-865,hospital_zone,E2_KPM,70.1,82.2,46.8,24.64\ncell-865,hospital_zone,O1_PM,38.5,621.1,33.6,20.29\n", "truth": {"action": "relax_edge", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "be42a9a98eb016a4090c22b3976133ff9aa525d0bed696a28d55ca1dfcddc42b", "telemetry_sha256": "e96632b3e9798261430906ef6d89ec4e6fb6947abb7cf0dfea65eea528619656", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-274", "edge_ue_thr_mbps": "cell-679"}, "decoy_cell": "cell-194", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0079", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media NOC: please rescind previous QoS modifications and restore customer video streaming to baseline default handling throughout the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-20T12:37:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,hospital_zone,E2_KPM,92.5,144.6,63.3,5.56\ncell-106,hospital_zone,O1_PM,38.7,439.8,30.8,25.79\ncell-118,north_cluster,E2_KPM,61.0,190.4,43.1,10.06\ncell-118,north_cluster,O1_PM,20.6,106.7,22.1,29.71\ncell-143,south_cluster,E2_KPM,23.6,546.8,25.8,24.53\ncell-143,south_cluster,O1_PM,28.9,155.3,29.2,22.95\ncell-176,stadium,O1_PM,35.6,236.5,32.2,21.18\ncell-176,stadium,E2_KPM,43.6,128.3,33.6,6.49\ncell-183,south_cluster,O1_PM,40.2,545.2,28.8,23.40\ncell-183,south_cluster,E2_KPM,29.9,299.1,23.4,4.86\ncell-233,north_cluster,O1_PM,79.4,445.5,54.7,26.50\ncell-233,north_cluster,E2_KPM,73.6,58.0,50.9,22.78\ncell-261,hospital_zone,O1_PM,44.1,336.0,28.5,28.94\ncell-261,hospital_zone,E2_KPM,50.2,248.5,33.6,28.07\ncell-309,hospital_zone,E2_KPM,75.3,222.1,52.5,33.19\ncell-309,hospital_zone,O1_PM,30.6,49.2,22.4,20.57\ncell-322,hospital_zone,O1_PM,26.0,610.8,19.7,7.22\ncell-322,hospital_zone,E2_KPM,51.6,153.0,43.1,7.77\ncell-365,stadium,O1_PM,42.2,310.2,36.9,14.53\ncell-365,stadium,E2_KPM,48.3,79.4,35.3,1.76\ncell-456,south_cluster,E2_KPM,23.0,62.6,25.7,12.16\ncell-456,south_cluster,O1_PM,66.4,255.1,50.3,10.38\ncell-511,north_cluster,O1_PM,74.2,618.6,43.9,33.61\ncell-511,north_cluster,E2_KPM,22.1,213.9,21.4,12.61\ncell-523,south_cluster,O1_PM,69.1,463.4,42.4,25.57\ncell-523,south_cluster,E2_KPM,37.0,232.9,27.7,11.72\ncell-525,stadium,E2_KPM,20.0,611.6,25.1,26.06\ncell-525,stadium,O1_PM,83.2,351.2,57.0,19.57\ncell-572,north_cluster,O1_PM,80.3,339.6,51.4,6.92\ncell-572,north_cluster,E2_KPM,32.0,502.5,27.8,18.68\ncell-655,hospital_zone,E2_KPM,59.2,496.5,38.6,16.21\ncell-655,hospital_zone,O1_PM,84.2,143.0,59.4,19.86\ncell-678,stadium,O1_PM,60.2,327.7,37.9,22.29\ncell-678,stadium,E2_KPM,70.2,635.5,50.8,14.25\ncell-709,south_cluster,E2_KPM,73.3,290.0,53.7,28.88\ncell-709,south_cluster,O1_PM,94.6,76.8,43.8,15.55\ncell-718,north_cluster,O1_PM,69.0,226.1,41.2,12.03\ncell-718,north_cluster,E2_KPM,17.5,619.8,25.2,15.80\ncell-825,hospital_zone,E2_KPM,49.9,194.7,34.9,20.08\ncell-825,hospital_zone,O1_PM,58.2,413.7,45.9,7.86\ncell-945,stadium,O1_PM,17.3,214.3,23.3,31.48\ncell-945,stadium,E2_KPM,82.5,501.5,59.2,28.86\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "38437f4ead60ff2eb9c9a2591669ce28afd590310e94009a7214cf6e7a8f6368", "telemetry_sha256": "d0affc1ae87d0d7646a3a2fe3f66eca02d5e893ed5b5cc6b5f4455f858d970d5", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-106", "edge_ue_thr_mbps": "cell-365"}, "decoy_cell": "cell-709"}}
+{"case_id": "ranintent_v1_test_0080", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network operator shall elevate emergency services video streams originating from body cameras and ambulances to critical priority status across the north cluster for a period of fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-21T11:16:38Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-209,hospital_zone,E2_KPM,40.6,465.5,28.8,30.27\ncell-209,hospital_zone,O1_PM,29.9,608.4,28.2,11.79\ncell-247,hospital_zone,O1_PM,18.0,357.1,17.9,16.20\ncell-247,hospital_zone,E2_KPM,27.6,60.1,22.5,32.49\ncell-286,north_cluster,E2_KPM,20.7,313.8,25.6,31.14\ncell-286,north_cluster,O1_PM,19.8,569.5,22.2,6.86\ncell-397,stadium,O1_PM,81.3,351.2,56.3,6.37\ncell-397,stadium,E2_KPM,50.2,250.1,32.2,27.60\ncell-461,stadium,E2_KPM,72.3,253.4,51.4,5.24\ncell-461,stadium,O1_PM,24.7,482.3,28.3,23.51\ncell-478,hospital_zone,E2_KPM,65.2,548.7,41.6,14.35\ncell-478,hospital_zone,O1_PM,55.9,235.3,34.4,15.31\ncell-533,north_cluster,E2_KPM,51.0,234.2,40.9,22.74\ncell-533,north_cluster,O1_PM,20.6,622.4,27.9,27.65\ncell-562,stadium,E2_KPM,91.0,193.8,56.9,30.56\ncell-562,stadium,O1_PM,21.3,458.7,21.3,24.87\ncell-622,hospital_zone,E2_KPM,19.2,67.4,15.7,28.48\ncell-622,hospital_zone,O1_PM,31.4,201.9,33.4,18.23\ncell-624,hospital_zone,O1_PM,64.8,637.3,48.2,28.86\ncell-624,hospital_zone,E2_KPM,40.2,321.9,31.5,18.36\ncell-628,south_cluster,E2_KPM,55.0,564.5,34.6,5.81\ncell-628,south_cluster,O1_PM,80.1,297.2,47.2,21.49\ncell-676,stadium,E2_KPM,27.8,292.4,27.5,31.45\ncell-676,stadium,O1_PM,21.8,461.7,22.6,14.07\ncell-685,south_cluster,E2_KPM,45.5,610.0,36.3,12.65\ncell-685,south_cluster,O1_PM,15.1,328.8,14.8,21.07\ncell-743,stadium,E2_KPM,35.4,138.3,31.5,33.65\ncell-743,stadium,O1_PM,20.5,293.0,18.2,6.82\ncell-877,north_cluster,E2_KPM,15.2,283.3,22.0,23.31\ncell-877,north_cluster,O1_PM,92.5,92.6,46.4,22.27\ncell-885,north_cluster,O1_PM,17.9,159.9,24.8,4.47\ncell-885,north_cluster,E2_KPM,46.6,416.1,34.2,6.64\ncell-900,south_cluster,E2_KPM,38.7,458.9,30.2,1.44\ncell-900,south_cluster,O1_PM,50.4,92.2,32.8,29.30\ncell-920,south_cluster,O1_PM,20.9,493.8,23.0,9.52\ncell-920,south_cluster,E2_KPM,45.9,606.2,38.7,22.74\ncell-923,north_cluster,O1_PM,52.4,629.3,41.4,14.14\ncell-923,north_cluster,E2_KPM,65.2,268.7,42.5,25.68\ncell-927,stadium,O1_PM,40.1,365.0,35.2,11.54\ncell-927,stadium,E2_KPM,68.7,87.5,40.6,17.98\ncell-976,south_cluster,O1_PM,82.3,323.6,48.0,7.35\ncell-976,south_cluster,E2_KPM,49.6,508.3,33.5,34.75\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "north_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "15638a87eb4189896281211ae4091ba5631c45e4f405c300aac7aa1565172fff", "telemetry_sha256": "bb63517626d50750ec5a59afe09b00e409da110161bbd455c8f9cd4f5bd27a73", "tokens_cl100k": {"telemetry": 1152, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-562", "edge_ue_thr_mbps": "cell-900"}, "decoy_cell": "cell-877"}}
+{"case_id": "ranintent_v1_test_0081", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Throttle general best-effort internet traffic to an upper limit of twenty percent of radio resources on cells where fringe users encounter worst throughput until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-18T07:20:01Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-104,south_cluster,E2_KPM,25.1,508.3,23.3,17.21\ncell-104,south_cluster,O1_PM,45.8,195.0,38.2,32.71\ncell-118,south_cluster,E2_KPM,27.8,597.5,30.9,26.04\ncell-118,south_cluster,O1_PM,55.6,229.8,39.0,20.85\ncell-133,hospital_zone,O1_PM,38.4,233.6,29.6,13.65\ncell-133,hospital_zone,E2_KPM,51.6,168.7,41.5,11.89\ncell-276,south_cluster,E2_KPM,86.6,274.4,54.7,9.74\ncell-276,south_cluster,O1_PM,61.0,490.9,43.9,31.01\ncell-296,south_cluster,E2_KPM,36.6,412.5,30.8,29.28\ncell-296,south_cluster,O1_PM,53.0,633.2,42.9,10.71\ncell-323,hospital_zone,O1_PM,31.8,335.1,29.9,7.87\ncell-323,hospital_zone,E2_KPM,44.8,293.2,31.2,32.50\ncell-325,stadium,O1_PM,71.8,626.4,46.9,25.93\ncell-325,stadium,E2_KPM,42.5,475.7,30.5,33.37\ncell-342,south_cluster,E2_KPM,75.4,358.6,44.9,7.82\ncell-342,south_cluster,O1_PM,34.7,445.8,33.7,7.80\ncell-377,hospital_zone,O1_PM,28.0,427.0,29.8,0.67\ncell-377,hospital_zone,E2_KPM,51.6,202.7,41.1,25.16\ncell-387,hospital_zone,O1_PM,28.1,402.6,28.7,33.21\ncell-387,hospital_zone,E2_KPM,65.8,505.9,46.1,23.81\ncell-502,north_cluster,E2_KPM,31.2,444.5,27.9,19.45\ncell-502,north_cluster,O1_PM,45.3,40.9,31.9,24.03\ncell-503,hospital_zone,O1_PM,39.9,431.8,33.1,10.67\ncell-503,hospital_zone,E2_KPM,43.1,222.6,31.9,22.64\ncell-576,north_cluster,E2_KPM,27.4,236.7,31.0,33.06\ncell-576,north_cluster,O1_PM,60.8,222.9,46.0,8.49\ncell-590,stadium,O1_PM,57.4,545.4,38.4,23.82\ncell-590,stadium,E2_KPM,76.4,163.9,44.5,8.10\ncell-602,hospital_zone,E2_KPM,44.8,454.9,28.6,24.67\ncell-602,hospital_zone,O1_PM,66.3,646.7,40.6,13.04\ncell-692,north_cluster,O1_PM,25.7,147.5,29.1,9.45\ncell-692,north_cluster,E2_KPM,45.3,334.1,37.2,6.88\ncell-763,north_cluster,O1_PM,35.1,595.4,29.3,11.45\ncell-763,north_cluster,E2_KPM,71.1,64.9,53.0,5.48\ncell-797,stadium,O1_PM,43.6,430.8,35.6,21.05\ncell-797,stadium,E2_KPM,53.9,275.8,33.2,1.91\ncell-836,stadium,O1_PM,30.1,531.9,28.4,14.80\ncell-836,stadium,E2_KPM,15.5,514.2,16.3,15.50\ncell-867,stadium,O1_PM,23.5,41.8,23.7,21.08\ncell-867,stadium,E2_KPM,29.8,400.0,29.7,29.53\ncell-985,north_cluster,O1_PM,67.6,534.4,40.6,13.50\ncell-985,north_cluster,E2_KPM,55.0,219.8,39.8,21.76\n", "truth": {"action": "cap_share", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "20", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "75e7ddff454b380ef91bb9168f75cc4aa8cf551012e18389fcabd1159c868a45", "telemetry_sha256": "ccbad6e99d745803353078c1031cf066b5524f4bc1c55453e0c113999fbe28cf", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-276", "edge_ue_thr_mbps": "cell-797"}, "decoy_cell": "cell-377", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0082", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, downgrade cloud gaming and XR interactive sessions to low priority across the north cluster for sixty minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-24T06:05:59Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,hospital_zone,O1_PM,53.4,572.9,35.6,16.91\ncell-125,hospital_zone,E2_KPM,18.0,121.1,26.2,17.89\ncell-138,stadium,O1_PM,22.6,219.5,17.9,30.21\ncell-138,stadium,E2_KPM,52.0,567.2,34.4,6.85\ncell-165,stadium,O1_PM,31.2,479.1,28.5,11.24\ncell-165,stadium,E2_KPM,31.8,267.2,25.4,30.10\ncell-186,stadium,O1_PM,69.8,162.0,42.7,9.18\ncell-186,stadium,E2_KPM,86.6,565.0,58.0,8.66\ncell-187,south_cluster,O1_PM,40.8,283.6,30.2,11.92\ncell-187,south_cluster,E2_KPM,17.0,302.0,20.0,32.93\ncell-192,south_cluster,E2_KPM,33.1,235.3,30.5,32.37\ncell-192,south_cluster,O1_PM,58.2,590.4,39.4,26.75\ncell-248,north_cluster,E2_KPM,22.7,262.7,24.1,28.26\ncell-248,north_cluster,O1_PM,58.9,592.4,45.8,32.90\ncell-342,hospital_zone,O1_PM,49.8,290.9,34.0,21.99\ncell-342,hospital_zone,E2_KPM,68.4,274.7,46.2,17.12\ncell-383,south_cluster,E2_KPM,76.4,467.3,48.1,22.48\ncell-383,south_cluster,O1_PM,88.1,164.8,23.2,12.99\ncell-405,north_cluster,O1_PM,63.6,604.5,44.7,20.79\ncell-405,north_cluster,E2_KPM,30.9,150.1,22.9,27.07\ncell-426,south_cluster,E2_KPM,43.7,136.4,36.8,1.79\ncell-426,south_cluster,O1_PM,39.2,643.6,31.9,7.87\ncell-490,stadium,E2_KPM,27.7,269.7,29.9,26.87\ncell-490,stadium,O1_PM,71.9,54.0,49.8,14.20\ncell-509,north_cluster,E2_KPM,16.7,573.1,25.1,20.79\ncell-509,north_cluster,O1_PM,34.7,452.6,25.4,7.03\ncell-513,north_cluster,E2_KPM,32.9,365.5,30.1,18.94\ncell-513,north_cluster,O1_PM,23.5,525.6,25.7,33.74\ncell-522,north_cluster,O1_PM,51.2,121.2,40.1,34.91\ncell-522,north_cluster,E2_KPM,48.9,354.0,32.6,16.06\ncell-543,stadium,O1_PM,61.3,110.3,39.9,34.07\ncell-543,stadium,E2_KPM,58.3,428.2,37.3,14.89\ncell-600,hospital_zone,O1_PM,66.7,639.1,42.4,21.02\ncell-600,hospital_zone,E2_KPM,65.8,488.2,46.6,29.29\ncell-606,south_cluster,O1_PM,31.9,331.3,27.3,17.08\ncell-606,south_cluster,E2_KPM,41.5,304.6,35.0,31.37\ncell-676,north_cluster,E2_KPM,71.4,576.2,42.1,5.16\ncell-676,north_cluster,O1_PM,44.5,474.9,28.5,31.32\ncell-909,hospital_zone,O1_PM,48.4,87.1,38.3,17.07\ncell-909,hospital_zone,E2_KPM,67.6,620.7,43.8,20.12\ncell-950,hospital_zone,O1_PM,18.9,254.7,23.7,12.58\ncell-950,hospital_zone,E2_KPM,47.5,215.6,36.2,31.17\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "north_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8138ba5237ea7c3e6d98462b6490f22fabd85d48b0c770c2fa9264db049a44a5", "telemetry_sha256": "8a02d60eb8d2ca66d6e87f30dfc57e171ec493b1c61d50e2c5da0b6d8f35ff87", "tokens_cl100k": {"telemetry": 1154, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-186", "edge_ue_thr_mbps": "cell-426"}, "decoy_cell": "cell-383"}}
+{"case_id": "ranintent_v1_test_0083", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Dear Network Engineers, Civic Safety Agency requests raising ambulance and officer camera video feeds to high priority throughout the stadium cluster until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-15T06:07:59Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,south_cluster,E2_KPM,93.2,373.5,61.9,24.52\ncell-120,south_cluster,O1_PM,79.6,123.5,49.9,5.99\ncell-133,hospital_zone,O1_PM,55.2,377.5,43.1,10.23\ncell-133,hospital_zone,E2_KPM,77.8,511.9,50.2,32.95\ncell-163,north_cluster,E2_KPM,59.5,255.3,40.9,24.09\ncell-163,north_cluster,O1_PM,62.8,161.2,44.1,7.37\ncell-226,south_cluster,O1_PM,54.0,603.8,39.8,12.16\ncell-226,south_cluster,E2_KPM,80.9,288.5,47.9,15.16\ncell-291,south_cluster,E2_KPM,47.3,372.5,41.5,24.79\ncell-291,south_cluster,O1_PM,54.0,599.9,35.5,7.83\ncell-371,north_cluster,E2_KPM,21.6,74.1,26.2,19.73\ncell-371,north_cluster,O1_PM,71.0,190.7,46.1,11.07\ncell-373,south_cluster,E2_KPM,66.1,488.0,49.4,23.72\ncell-373,south_cluster,O1_PM,16.4,581.5,16.0,5.11\ncell-433,north_cluster,E2_KPM,36.0,45.3,34.5,32.72\ncell-433,north_cluster,O1_PM,77.3,526.8,51.9,7.41\ncell-448,hospital_zone,E2_KPM,81.4,349.9,47.2,19.36\ncell-448,hospital_zone,O1_PM,82.9,442.5,48.3,13.79\ncell-488,stadium,O1_PM,66.3,327.2,39.7,21.99\ncell-488,stadium,E2_KPM,68.4,319.7,49.8,28.93\ncell-510,north_cluster,E2_KPM,39.6,443.3,37.4,1.36\ncell-510,north_cluster,O1_PM,95.6,254.5,20.1,12.26\ncell-523,stadium,O1_PM,46.4,215.4,40.4,14.11\ncell-523,stadium,E2_KPM,24.1,603.7,24.2,16.21\ncell-542,north_cluster,E2_KPM,46.5,170.7,31.3,5.70\ncell-542,north_cluster,O1_PM,77.4,416.5,55.0,32.56\ncell-563,south_cluster,O1_PM,39.3,494.1,32.4,22.77\ncell-563,south_cluster,E2_KPM,78.8,162.4,48.5,30.69\ncell-736,hospital_zone,O1_PM,33.8,55.7,22.9,9.82\ncell-736,hospital_zone,E2_KPM,75.5,601.1,44.7,19.11\ncell-746,stadium,O1_PM,43.1,69.3,38.7,11.40\ncell-746,stadium,E2_KPM,71.9,219.7,47.8,10.02\ncell-773,hospital_zone,E2_KPM,55.0,280.0,34.8,34.65\ncell-773,hospital_zone,O1_PM,45.6,624.1,38.1,11.24\ncell-892,hospital_zone,E2_KPM,72.4,579.8,54.1,12.69\ncell-892,hospital_zone,O1_PM,59.2,415.9,35.8,13.04\ncell-897,north_cluster,E2_KPM,75.9,619.7,45.7,25.19\ncell-897,north_cluster,O1_PM,25.5,443.5,26.8,20.63\ncell-919,stadium,O1_PM,19.7,365.8,22.4,18.42\ncell-919,stadium,E2_KPM,28.1,88.9,22.8,23.67\ncell-953,stadium,E2_KPM,75.6,391.6,47.2,12.51\ncell-953,stadium,O1_PM,43.2,522.8,30.7,33.14\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "27bd183e4c374ba012f8fbea02a486472a5807c03040b17628073f0e0e82ec88", "telemetry_sha256": "1ba3c85b93aa1d471820285c64cd3811966a9424ec5ed30d8f3cd7b3473bca74", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-120", "edge_ue_thr_mbps": "cell-510"}, "decoy_cell": "cell-510"}}
+{"case_id": "ranintent_v1_test_0084", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket: Civic Safety Agency requests stepping down tactical first responder voice communications to low priority on cells where edge clients experience lowest data throughput until the ongoing incident resolves.", "telemetry": "KPM telemetry snapshot at 2026-10-12T18:44:58Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,E2_KPM,22.9,552.7,27.1,1.50\ncell-126,stadium,O1_PM,30.5,413.4,27.6,18.18\ncell-192,north_cluster,O1_PM,66.3,579.3,49.6,11.81\ncell-192,north_cluster,E2_KPM,32.8,429.8,26.2,15.49\ncell-196,hospital_zone,E2_KPM,17.5,290.4,20.6,13.21\ncell-196,hospital_zone,O1_PM,30.2,262.2,32.2,0.73\ncell-283,south_cluster,O1_PM,72.0,268.2,44.2,25.12\ncell-283,south_cluster,E2_KPM,86.3,630.6,60.8,27.81\ncell-313,stadium,O1_PM,29.1,527.7,29.6,9.39\ncell-313,stadium,E2_KPM,76.9,60.9,47.3,29.77\ncell-318,north_cluster,E2_KPM,68.8,412.7,46.2,15.76\ncell-318,north_cluster,O1_PM,62.5,583.1,45.1,22.86\ncell-359,hospital_zone,E2_KPM,76.2,327.7,46.0,9.41\ncell-359,hospital_zone,O1_PM,67.4,168.4,47.2,11.42\ncell-377,south_cluster,O1_PM,46.7,370.5,36.3,19.52\ncell-377,south_cluster,E2_KPM,27.6,125.3,27.7,17.83\ncell-389,stadium,E2_KPM,37.4,422.2,32.3,15.03\ncell-389,stadium,O1_PM,42.5,181.8,35.8,31.25\ncell-405,hospital_zone,E2_KPM,60.3,549.3,38.1,10.67\ncell-405,hospital_zone,O1_PM,54.9,547.8,39.7,15.45\ncell-423,north_cluster,O1_PM,74.1,398.5,51.4,32.79\ncell-423,north_cluster,E2_KPM,33.5,588.5,32.3,5.45\ncell-470,north_cluster,E2_KPM,17.1,586.9,22.9,25.18\ncell-470,north_cluster,O1_PM,43.1,211.0,33.4,14.05\ncell-549,stadium,O1_PM,48.3,60.1,41.0,21.55\ncell-549,stadium,E2_KPM,73.9,167.6,48.3,8.53\ncell-563,hospital_zone,E2_KPM,60.3,354.5,45.7,25.17\ncell-563,hospital_zone,O1_PM,39.7,72.9,36.0,25.34\ncell-690,stadium,E2_KPM,46.1,468.1,32.0,33.85\ncell-690,stadium,O1_PM,62.9,229.5,39.8,28.93\ncell-747,south_cluster,E2_KPM,31.8,81.4,31.4,9.26\ncell-747,south_cluster,O1_PM,78.1,463.9,50.0,28.93\ncell-759,north_cluster,E2_KPM,39.1,644.1,35.4,27.35\ncell-759,north_cluster,O1_PM,48.1,323.4,35.7,34.94\ncell-810,hospital_zone,O1_PM,53.0,620.3,33.5,29.33\ncell-810,hospital_zone,E2_KPM,56.5,618.2,37.2,6.37\ncell-881,south_cluster,E2_KPM,42.8,393.1,36.0,21.01\ncell-881,south_cluster,O1_PM,16.9,123.4,24.4,24.75\ncell-941,south_cluster,E2_KPM,15.9,550.1,18.3,33.93\ncell-941,south_cluster,O1_PM,57.3,502.8,40.6,27.28\ncell-985,hospital_zone,O1_PM,18.5,277.8,20.8,30.08\ncell-985,hospital_zone,E2_KPM,15.3,544.8,14.9,23.83\n", "truth": {"action": "deprioritise", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "38e09af99f3c5b24444b724fc7543887e7e62c888eba017ebfa7ca334b3af843", "telemetry_sha256": "7a8b995f13163b8ffc5de63357e1539d4c22cc052a0d80392528e8a35fc85f8b", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-283", "edge_ue_thr_mbps": "cell-126"}, "decoy_cell": "cell-196", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0085", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media: drop interactive XR gaming traffic to low priority across the south cluster until the active situation ends.", "telemetry": "KPM telemetry snapshot at 2026-10-03T20:40:23Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,south_cluster,E2_KPM,53.0,244.1,33.2,22.32\ncell-120,south_cluster,O1_PM,19.9,485.4,20.6,33.59\ncell-132,south_cluster,E2_KPM,17.6,247.5,20.3,5.31\ncell-132,south_cluster,O1_PM,41.4,517.3,33.9,18.78\ncell-159,north_cluster,E2_KPM,21.3,204.5,25.7,17.38\ncell-159,north_cluster,O1_PM,74.3,521.9,47.0,10.48\ncell-217,north_cluster,O1_PM,56.4,334.9,36.9,25.48\ncell-217,north_cluster,E2_KPM,47.1,366.8,33.1,17.65\ncell-221,hospital_zone,O1_PM,69.5,528.5,47.1,18.89\ncell-221,hospital_zone,E2_KPM,27.1,647.8,25.8,1.62\ncell-250,hospital_zone,E2_KPM,22.2,403.0,25.5,6.23\ncell-250,hospital_zone,O1_PM,54.4,501.1,35.2,28.40\ncell-274,south_cluster,E2_KPM,86.2,487.7,58.7,30.02\ncell-274,south_cluster,O1_PM,21.2,239.2,16.8,29.94\ncell-283,hospital_zone,E2_KPM,33.0,402.3,26.8,31.87\ncell-283,hospital_zone,O1_PM,76.7,392.7,53.5,25.89\ncell-436,south_cluster,O1_PM,15.9,377.5,20.4,7.71\ncell-436,south_cluster,E2_KPM,30.0,548.3,31.0,21.07\ncell-550,south_cluster,O1_PM,45.9,337.5,35.0,30.49\ncell-550,south_cluster,E2_KPM,40.6,100.6,37.9,11.33\ncell-552,hospital_zone,O1_PM,29.1,623.4,24.3,23.68\ncell-552,hospital_zone,E2_KPM,37.3,375.4,27.6,14.47\ncell-562,stadium,O1_PM,40.2,540.7,27.5,8.22\ncell-562,stadium,E2_KPM,49.8,91.1,40.2,21.31\ncell-654,north_cluster,O1_PM,88.2,496.3,28.5,29.08\ncell-654,north_cluster,E2_KPM,18.4,581.0,25.1,33.12\ncell-682,stadium,E2_KPM,30.5,260.0,31.5,34.52\ncell-682,stadium,O1_PM,19.9,606.8,21.0,21.49\ncell-720,stadium,O1_PM,24.3,430.4,23.5,6.59\ncell-720,stadium,E2_KPM,63.8,425.7,38.8,33.29\ncell-733,stadium,O1_PM,27.6,387.0,27.8,21.57\ncell-733,stadium,E2_KPM,15.5,418.9,19.0,16.00\ncell-778,stadium,O1_PM,22.6,218.1,18.0,17.72\ncell-778,stadium,E2_KPM,30.8,206.6,29.9,27.80\ncell-844,north_cluster,E2_KPM,47.1,264.2,33.7,24.43\ncell-844,north_cluster,O1_PM,76.1,337.0,50.1,24.99\ncell-885,hospital_zone,O1_PM,43.6,55.6,34.4,26.50\ncell-885,hospital_zone,E2_KPM,33.1,580.1,28.8,27.35\ncell-909,south_cluster,O1_PM,40.0,524.0,29.3,6.34\ncell-909,south_cluster,E2_KPM,46.5,359.1,36.0,29.75\ncell-968,north_cluster,E2_KPM,28.5,531.1,21.4,16.85\ncell-968,north_cluster,O1_PM,17.4,536.7,25.8,15.98\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d57545e2c0a95d62d39abd52566747342dd12f13982220b1398c0f09bda5464f", "telemetry_sha256": "59f818ae9dd7bf389415e0234fcab4340cce877f9039c8dce5c46ba9ade12256", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-274", "edge_ue_thr_mbps": "cell-221"}, "decoy_cell": "cell-654"}}
+{"case_id": "ranintent_v1_test_0086", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network operator shall elevate telemetry from automated utility meters and low-rate sensors to critical priority level throughout the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-16T08:10:19Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-168,south_cluster,E2_KPM,61.0,258.4,44.6,14.17\ncell-168,south_cluster,O1_PM,45.3,384.3,34.1,29.03\ncell-171,stadium,E2_KPM,46.7,389.1,41.2,1.40\ncell-171,stadium,O1_PM,18.1,447.0,16.1,28.08\ncell-180,south_cluster,O1_PM,24.6,121.6,19.0,7.86\ncell-180,south_cluster,E2_KPM,33.8,414.5,31.3,30.38\ncell-183,hospital_zone,E2_KPM,52.7,63.9,40.0,21.20\ncell-183,hospital_zone,O1_PM,21.0,365.9,26.3,9.83\ncell-242,stadium,O1_PM,73.7,637.5,48.9,17.83\ncell-242,stadium,E2_KPM,25.2,601.4,21.7,21.97\ncell-285,stadium,E2_KPM,39.6,484.0,35.5,13.92\ncell-285,stadium,O1_PM,25.6,190.1,21.7,6.42\ncell-309,hospital_zone,O1_PM,81.6,116.3,47.4,12.75\ncell-309,hospital_zone,E2_KPM,60.9,338.7,36.7,33.16\ncell-354,hospital_zone,O1_PM,95.2,55.4,51.7,12.70\ncell-354,hospital_zone,E2_KPM,59.3,554.0,47.4,7.88\ncell-441,stadium,E2_KPM,40.1,596.5,27.5,12.00\ncell-441,stadium,O1_PM,39.9,89.5,31.9,25.20\ncell-469,north_cluster,O1_PM,50.7,148.3,40.7,7.94\ncell-469,north_cluster,E2_KPM,42.3,286.0,27.6,31.85\ncell-484,north_cluster,E2_KPM,43.1,318.0,32.4,34.27\ncell-484,north_cluster,O1_PM,25.2,185.5,22.3,31.82\ncell-486,hospital_zone,O1_PM,79.5,100.9,46.1,17.83\ncell-486,hospital_zone,E2_KPM,66.6,113.2,41.5,21.50\ncell-505,south_cluster,O1_PM,82.0,78.6,55.2,30.63\ncell-505,south_cluster,E2_KPM,48.9,488.0,33.8,19.46\ncell-558,north_cluster,E2_KPM,37.2,387.7,27.0,31.24\ncell-558,north_cluster,O1_PM,84.8,471.3,55.4,5.56\ncell-590,south_cluster,O1_PM,31.5,260.1,23.0,23.56\ncell-590,south_cluster,E2_KPM,23.0,47.1,25.1,21.61\ncell-603,north_cluster,O1_PM,84.7,313.7,53.7,19.66\ncell-603,north_cluster,E2_KPM,81.2,124.9,54.3,28.16\ncell-636,north_cluster,O1_PM,76.4,334.9,47.5,10.32\ncell-636,north_cluster,E2_KPM,43.5,447.7,35.8,5.82\ncell-670,south_cluster,O1_PM,29.6,337.9,29.5,15.99\ncell-670,south_cluster,E2_KPM,68.8,388.7,49.7,13.26\ncell-693,hospital_zone,E2_KPM,44.8,117.3,28.9,27.83\ncell-693,hospital_zone,O1_PM,80.5,223.9,47.2,20.53\ncell-712,stadium,E2_KPM,84.9,83.1,55.3,20.94\ncell-712,stadium,O1_PM,21.7,163.0,20.4,14.36\ncell-969,north_cluster,O1_PM,41.3,83.7,37.1,33.24\ncell-969,north_cluster,E2_KPM,93.0,525.7,57.1,17.78\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "north_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "a874ffa8e0fe6fe78b5e1f01d18a7bf3cc964e4bc3a9a9f969f7b0bde5cf060b", "telemetry_sha256": "affbc74391c203002088c43eedc853cc83a0d8d4a29f7dbc922ac2cdb438c24f", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-969", "edge_ue_thr_mbps": "cell-171"}, "decoy_cell": "cell-354"}}
+{"case_id": "ranintent_v1_test_0087", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API directive: Limit sensor and meter reporting computations to go no farther than a regional cloud center on cells currently experiencing maximum congestion for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-15T09:59:13Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,O1_PM,68.8,616.8,49.2,27.32\ncell-109,stadium,E2_KPM,36.0,418.3,35.8,27.98\ncell-171,hospital_zone,O1_PM,50.8,320.5,31.5,11.87\ncell-171,hospital_zone,E2_KPM,82.9,307.6,53.4,33.21\ncell-182,south_cluster,E2_KPM,82.0,294.9,52.0,6.53\ncell-182,south_cluster,O1_PM,62.8,78.0,46.0,17.31\ncell-204,hospital_zone,O1_PM,29.2,58.3,32.0,16.23\ncell-204,hospital_zone,E2_KPM,18.8,145.7,24.3,18.70\ncell-265,stadium,O1_PM,20.3,287.3,18.2,31.22\ncell-265,stadium,E2_KPM,53.9,506.4,34.6,29.12\ncell-290,stadium,O1_PM,69.4,542.4,52.4,20.89\ncell-290,stadium,E2_KPM,31.8,462.0,33.5,7.10\ncell-346,north_cluster,O1_PM,49.1,220.6,37.0,31.20\ncell-346,north_cluster,E2_KPM,45.9,50.6,36.4,27.68\ncell-366,south_cluster,E2_KPM,16.5,537.3,26.1,33.44\ncell-366,south_cluster,O1_PM,17.6,457.0,24.5,19.11\ncell-390,stadium,E2_KPM,36.6,206.7,28.8,12.92\ncell-390,stadium,O1_PM,71.2,572.3,46.8,27.24\ncell-423,south_cluster,E2_KPM,69.5,444.8,41.3,24.09\ncell-423,south_cluster,O1_PM,22.9,372.2,22.8,24.85\ncell-484,south_cluster,E2_KPM,80.2,459.2,49.9,15.05\ncell-484,south_cluster,O1_PM,23.9,494.4,29.8,20.63\ncell-537,north_cluster,E2_KPM,36.7,535.9,27.8,0.98\ncell-537,north_cluster,O1_PM,94.2,72.6,30.0,5.82\ncell-575,south_cluster,O1_PM,63.1,619.7,41.8,9.80\ncell-575,south_cluster,E2_KPM,48.3,513.6,30.3,24.10\ncell-655,north_cluster,E2_KPM,37.6,528.4,32.8,23.29\ncell-655,north_cluster,O1_PM,25.6,544.4,26.6,15.11\ncell-698,hospital_zone,O1_PM,74.3,153.7,47.8,34.36\ncell-698,hospital_zone,E2_KPM,55.0,141.9,41.4,25.57\ncell-766,stadium,O1_PM,20.0,255.3,21.8,23.43\ncell-766,stadium,E2_KPM,65.3,469.0,42.5,21.97\ncell-821,hospital_zone,E2_KPM,91.7,383.8,56.6,16.31\ncell-821,hospital_zone,O1_PM,18.3,86.6,21.6,26.21\ncell-867,north_cluster,O1_PM,37.9,200.1,35.6,23.16\ncell-867,north_cluster,E2_KPM,31.4,571.9,23.8,8.40\ncell-895,hospital_zone,O1_PM,47.9,138.1,31.3,22.48\ncell-895,hospital_zone,E2_KPM,63.8,547.1,39.2,32.67\ncell-900,north_cluster,O1_PM,79.5,110.0,46.4,4.96\ncell-900,north_cluster,E2_KPM,33.6,634.2,34.6,21.24\ncell-949,south_cluster,O1_PM,31.6,584.9,22.7,31.09\ncell-949,south_cluster,E2_KPM,69.2,377.4,52.2,13.95\n", "truth": {"action": "restrict_edge", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "517a23517a029c081252ca56dacb08f10c4c9ff44f2f514a59880b77700b02a9", "telemetry_sha256": "46ba247d416494480be4b5838f5fea6af77e156a83b327aea396007767a16353", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-821", "edge_ue_thr_mbps": "cell-537"}, "decoy_cell": "cell-537", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0088", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Hey assistant, revert our automated machine control loop traffic to default handling in the stadium cluster and remove past modifications.", "telemetry": "KPM telemetry snapshot at 2026-10-22T14:31:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,E2_KPM,62.0,468.5,48.5,17.83\ncell-161,hospital_zone,O1_PM,16.8,43.2,25.7,8.13\ncell-171,stadium,O1_PM,17.7,102.5,21.8,9.28\ncell-171,stadium,E2_KPM,21.0,304.9,21.1,23.16\ncell-173,north_cluster,E2_KPM,66.3,480.5,45.7,8.92\ncell-173,north_cluster,O1_PM,69.2,365.1,44.4,20.84\ncell-208,north_cluster,E2_KPM,24.5,484.2,22.2,6.43\ncell-208,north_cluster,O1_PM,65.2,60.9,46.8,25.03\ncell-242,north_cluster,E2_KPM,25.7,89.1,29.8,13.82\ncell-242,north_cluster,O1_PM,17.2,577.1,24.0,22.29\ncell-270,stadium,E2_KPM,73.2,107.0,45.3,20.52\ncell-270,stadium,O1_PM,23.7,618.2,18.7,10.06\ncell-335,north_cluster,O1_PM,73.7,614.5,49.9,20.91\ncell-335,north_cluster,E2_KPM,48.0,117.2,32.4,28.14\ncell-393,stadium,E2_KPM,22.0,577.4,24.4,24.35\ncell-393,stadium,O1_PM,64.5,385.0,41.8,26.02\ncell-420,south_cluster,O1_PM,31.7,458.5,24.5,33.58\ncell-420,south_cluster,E2_KPM,49.8,606.2,38.6,27.03\ncell-524,hospital_zone,E2_KPM,38.9,555.2,32.9,31.36\ncell-524,hospital_zone,O1_PM,55.9,521.9,43.1,5.39\ncell-554,hospital_zone,E2_KPM,41.1,349.2,38.2,8.80\ncell-554,hospital_zone,O1_PM,21.9,401.6,22.7,7.59\ncell-557,stadium,O1_PM,88.6,69.2,27.4,26.83\ncell-557,stadium,E2_KPM,47.9,288.7,41.5,15.16\ncell-569,south_cluster,O1_PM,38.8,563.4,29.9,11.82\ncell-569,south_cluster,E2_KPM,18.9,414.5,20.8,1.77\ncell-573,hospital_zone,O1_PM,23.4,320.7,23.1,13.15\ncell-573,hospital_zone,E2_KPM,86.4,374.8,50.9,13.43\ncell-578,stadium,E2_KPM,68.0,280.2,41.2,18.86\ncell-578,stadium,O1_PM,22.1,203.1,21.9,7.93\ncell-583,south_cluster,E2_KPM,29.2,200.3,24.2,29.87\ncell-583,south_cluster,O1_PM,61.6,116.1,45.1,22.59\ncell-591,hospital_zone,E2_KPM,61.9,544.3,41.4,9.28\ncell-591,hospital_zone,O1_PM,61.4,359.3,41.2,18.91\ncell-811,south_cluster,E2_KPM,58.4,163.7,45.2,14.64\ncell-811,south_cluster,O1_PM,54.1,197.4,44.1,22.41\ncell-852,south_cluster,E2_KPM,22.3,331.2,28.4,25.68\ncell-852,south_cluster,O1_PM,68.3,104.7,44.1,18.65\ncell-921,stadium,O1_PM,55.9,207.7,39.7,33.09\ncell-921,stadium,E2_KPM,17.7,106.3,22.8,16.95\ncell-968,north_cluster,O1_PM,69.4,558.0,42.2,26.98\ncell-968,north_cluster,E2_KPM,53.9,121.4,35.8,14.54\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "57ac9465831616f54506c0ec302f061cf80b2facc97646f15fd134ff0c78db02", "telemetry_sha256": "785a173054379ea100c29c2c17ed5c382ca28f2b18660d31ff74470b0f7cae27", "tokens_cl100k": {"telemetry": 1152, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-573", "edge_ue_thr_mbps": "cell-569"}, "decoy_cell": "cell-557"}}
+{"case_id": "ranintent_v1_test_0089", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Dear Network Operations, Civic Safety Agency requests promoting ambulance and officer body camera live streams to high priority on all access nodes experiencing maximum congestion until the ongoing event terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-09T10:44:20Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,stadium,E2_KPM,53.3,162.2,33.9,30.44\ncell-105,stadium,O1_PM,75.9,206.6,46.2,14.78\ncell-146,hospital_zone,O1_PM,23.8,381.0,20.2,20.37\ncell-146,hospital_zone,E2_KPM,37.4,395.6,35.8,12.43\ncell-229,south_cluster,E2_KPM,54.6,398.8,43.7,15.57\ncell-229,south_cluster,O1_PM,40.3,68.9,32.6,33.54\ncell-253,hospital_zone,E2_KPM,69.8,613.9,52.4,6.31\ncell-253,hospital_zone,O1_PM,77.4,343.7,54.6,24.61\ncell-268,north_cluster,O1_PM,78.2,162.1,53.5,24.57\ncell-268,north_cluster,E2_KPM,93.9,451.2,62.2,12.76\ncell-273,stadium,E2_KPM,21.6,230.3,23.4,1.71\ncell-273,stadium,O1_PM,50.3,400.2,36.2,31.81\ncell-331,north_cluster,O1_PM,53.1,247.7,32.6,16.82\ncell-331,north_cluster,E2_KPM,74.5,583.3,43.6,21.47\ncell-445,south_cluster,O1_PM,78.3,341.8,56.9,21.11\ncell-445,south_cluster,E2_KPM,83.9,462.6,49.8,13.95\ncell-506,north_cluster,O1_PM,52.0,600.8,39.3,14.69\ncell-506,north_cluster,E2_KPM,20.5,408.3,25.2,6.23\ncell-519,stadium,O1_PM,62.8,472.4,48.0,13.62\ncell-519,stadium,E2_KPM,37.2,124.4,30.5,7.50\ncell-629,hospital_zone,O1_PM,96.7,625.4,29.0,11.27\ncell-629,hospital_zone,E2_KPM,22.5,613.3,17.3,15.33\ncell-679,north_cluster,E2_KPM,57.9,298.2,37.1,8.54\ncell-679,north_cluster,O1_PM,26.7,601.3,21.1,17.30\ncell-691,stadium,E2_KPM,46.6,164.7,34.5,13.57\ncell-691,stadium,O1_PM,28.7,412.9,21.3,31.15\ncell-717,north_cluster,E2_KPM,55.9,454.7,35.4,11.79\ncell-717,north_cluster,O1_PM,27.6,237.0,24.2,24.30\ncell-831,hospital_zone,E2_KPM,49.1,450.8,37.7,27.04\ncell-831,hospital_zone,O1_PM,79.7,355.2,50.9,15.81\ncell-839,hospital_zone,O1_PM,26.7,270.6,28.2,11.12\ncell-839,hospital_zone,E2_KPM,57.1,617.2,40.4,29.79\ncell-863,south_cluster,E2_KPM,77.2,164.7,50.1,29.43\ncell-863,south_cluster,O1_PM,70.8,391.2,44.5,25.19\ncell-912,south_cluster,O1_PM,29.4,117.9,30.0,14.49\ncell-912,south_cluster,E2_KPM,67.4,429.2,49.9,24.12\ncell-946,south_cluster,O1_PM,41.6,261.3,37.1,21.54\ncell-946,south_cluster,E2_KPM,58.0,594.6,37.0,27.49\ncell-949,stadium,O1_PM,77.9,172.2,47.9,7.02\ncell-949,stadium,E2_KPM,24.9,255.7,24.1,30.71\ncell-987,north_cluster,O1_PM,55.2,620.1,35.9,17.39\ncell-987,north_cluster,E2_KPM,44.2,78.4,32.4,31.29\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "43e9126d7ea05acdd0fb952266b271bf7a9152fe696d6137291e1a44cd4b4c9a", "telemetry_sha256": "991415e6c54f9cd979a9ce1b512f6fe66b1220f6a1bcea355e78784e6a95a990", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-268", "edge_ue_thr_mbps": "cell-273"}, "decoy_cell": "cell-629", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0090", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Trouble Ticket: Reduce meter reports and sensor telemetry to low priority across the stadium cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-24T12:42:22Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,north_cluster,E2_KPM,38.3,416.6,32.5,28.07\ncell-100,north_cluster,O1_PM,45.6,449.3,38.7,32.84\ncell-132,north_cluster,O1_PM,54.1,334.4,35.4,20.86\ncell-132,north_cluster,E2_KPM,81.3,538.8,57.9,30.38\ncell-137,hospital_zone,E2_KPM,47.6,79.6,35.7,32.33\ncell-137,hospital_zone,O1_PM,67.5,520.4,42.9,32.71\ncell-212,stadium,E2_KPM,59.1,520.1,47.1,8.66\ncell-212,stadium,O1_PM,83.5,508.0,56.4,12.22\ncell-362,hospital_zone,E2_KPM,36.1,364.4,29.2,21.16\ncell-362,hospital_zone,O1_PM,67.8,162.1,45.6,12.78\ncell-367,north_cluster,O1_PM,21.5,628.9,27.9,25.99\ncell-367,north_cluster,E2_KPM,15.6,178.1,13.9,14.98\ncell-427,north_cluster,O1_PM,41.6,240.9,27.5,33.25\ncell-427,north_cluster,E2_KPM,53.6,449.6,43.5,23.01\ncell-447,north_cluster,O1_PM,54.6,571.9,44.4,31.83\ncell-447,north_cluster,E2_KPM,24.0,259.0,23.4,18.29\ncell-487,south_cluster,O1_PM,26.8,167.4,26.1,13.57\ncell-487,south_cluster,E2_KPM,68.0,69.5,44.2,1.15\ncell-501,stadium,E2_KPM,92.0,179.3,52.9,14.36\ncell-501,stadium,O1_PM,46.4,606.4,39.8,32.07\ncell-627,hospital_zone,O1_PM,43.2,358.6,29.7,4.40\ncell-627,hospital_zone,E2_KPM,70.4,515.5,43.5,14.98\ncell-642,stadium,E2_KPM,39.1,540.2,27.7,23.03\ncell-642,stadium,O1_PM,28.8,457.7,30.6,33.93\ncell-676,stadium,E2_KPM,82.4,135.8,55.8,22.80\ncell-676,stadium,O1_PM,35.5,192.6,24.9,12.66\ncell-697,stadium,O1_PM,34.6,628.9,26.3,7.03\ncell-697,stadium,E2_KPM,32.7,538.1,27.4,25.34\ncell-698,hospital_zone,O1_PM,27.6,317.5,24.8,24.42\ncell-698,hospital_zone,E2_KPM,71.6,325.3,46.1,33.03\ncell-728,south_cluster,O1_PM,55.8,335.0,36.3,26.74\ncell-728,south_cluster,E2_KPM,64.7,170.7,47.8,26.81\ncell-745,hospital_zone,O1_PM,56.2,297.3,41.9,13.21\ncell-745,hospital_zone,E2_KPM,18.8,103.9,20.8,10.09\ncell-769,south_cluster,E2_KPM,64.4,70.2,43.2,33.22\ncell-769,south_cluster,O1_PM,45.2,279.0,31.3,11.03\ncell-797,south_cluster,O1_PM,23.6,196.3,23.0,24.89\ncell-797,south_cluster,E2_KPM,44.9,443.7,33.5,14.57\ncell-801,stadium,O1_PM,62.2,533.0,48.9,31.33\ncell-801,stadium,E2_KPM,30.4,417.6,26.9,26.59\ncell-914,south_cluster,E2_KPM,73.8,591.5,52.4,25.38\ncell-914,south_cluster,O1_PM,18.9,261.8,19.6,22.19\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "stadium", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5ffbfcf526b9c890aada965613be73c1d1e160e553e4bf2884304e67f8a774b4", "telemetry_sha256": "03198e85e7373a1ded2a31d18ce5714c694789b8ffa2af7d8454d06c3b57134e", "tokens_cl100k": {"telemetry": 1152, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-501", "edge_ue_thr_mbps": "cell-487"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0091", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media ops: cancel all active overrides and restore regular default QoS for our user video streaming in the northern sector.", "telemetry": "KPM telemetry snapshot at 2026-10-21T11:42:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-175,hospital_zone,E2_KPM,48.2,460.8,40.8,23.21\ncell-175,hospital_zone,O1_PM,30.1,366.5,22.0,11.40\ncell-183,hospital_zone,O1_PM,37.6,247.7,27.7,29.08\ncell-183,hospital_zone,E2_KPM,62.8,236.5,39.9,25.62\ncell-196,hospital_zone,O1_PM,60.5,498.6,43.0,32.45\ncell-196,hospital_zone,E2_KPM,78.4,459.1,52.4,6.35\ncell-215,south_cluster,E2_KPM,28.9,620.8,24.8,14.81\ncell-215,south_cluster,O1_PM,49.1,626.5,42.0,26.70\ncell-376,north_cluster,E2_KPM,53.5,445.1,34.3,10.07\ncell-376,north_cluster,O1_PM,48.6,396.2,41.0,24.13\ncell-380,stadium,E2_KPM,65.3,565.1,50.3,33.71\ncell-380,stadium,O1_PM,69.9,201.4,51.0,5.83\ncell-388,hospital_zone,E2_KPM,56.2,518.5,41.0,1.54\ncell-388,hospital_zone,O1_PM,54.6,131.8,33.6,33.53\ncell-414,south_cluster,E2_KPM,36.6,391.4,32.2,6.56\ncell-414,south_cluster,O1_PM,25.0,596.4,20.9,5.62\ncell-425,south_cluster,O1_PM,23.0,275.7,20.4,19.23\ncell-425,south_cluster,E2_KPM,15.8,401.3,14.2,29.24\ncell-556,stadium,O1_PM,56.2,596.0,36.2,10.64\ncell-556,stadium,E2_KPM,43.5,581.5,38.3,28.09\ncell-571,north_cluster,E2_KPM,36.5,541.9,31.0,30.91\ncell-571,north_cluster,O1_PM,19.2,637.9,22.7,19.28\ncell-580,north_cluster,E2_KPM,39.6,45.9,30.7,34.91\ncell-580,north_cluster,O1_PM,73.3,406.0,46.4,15.09\ncell-590,south_cluster,O1_PM,89.9,199.9,31.7,30.91\ncell-590,south_cluster,E2_KPM,45.3,99.6,36.0,24.46\ncell-613,stadium,E2_KPM,54.3,80.5,35.7,23.65\ncell-613,stadium,O1_PM,55.1,163.0,39.9,29.19\ncell-619,south_cluster,O1_PM,74.7,187.7,52.9,13.95\ncell-619,south_cluster,E2_KPM,32.5,419.4,24.5,9.35\ncell-706,north_cluster,E2_KPM,59.5,278.1,42.1,22.55\ncell-706,north_cluster,O1_PM,46.7,139.5,38.6,19.14\ncell-750,north_cluster,E2_KPM,88.4,60.4,60.2,9.74\ncell-750,north_cluster,O1_PM,51.7,121.3,42.7,11.74\ncell-786,stadium,E2_KPM,66.5,333.6,45.2,33.09\ncell-786,stadium,O1_PM,26.1,639.6,24.5,19.63\ncell-787,south_cluster,E2_KPM,26.4,424.1,25.1,8.28\ncell-787,south_cluster,O1_PM,76.3,133.6,44.3,32.86\ncell-937,hospital_zone,O1_PM,79.5,98.8,50.0,21.49\ncell-937,hospital_zone,E2_KPM,38.4,645.0,36.6,11.40\ncell-955,stadium,E2_KPM,29.4,589.0,31.6,8.67\ncell-955,stadium,O1_PM,80.3,642.3,50.3,30.43\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "aa6ad29ba3ea018248ddd8cfdefa1129f5a4b22ff28569a5f7a5d4396cd477b3", "telemetry_sha256": "0e08bde293f1532f88ed6879ca0f8881ae81852e37bc53306aa6b5f50b6415ac", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-750", "edge_ue_thr_mbps": "cell-388"}, "decoy_cell": "cell-590"}}
+{"case_id": "ranintent_v1_test_0092", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network provider covenants to restrict telemetry from utility meters and sensors to at most 70 percent of radio transmission resources on access nodes where perimeter clients experience lowest data throughput until the ongoing incident resolves.", "telemetry": "KPM telemetry snapshot at 2026-10-15T19:14:11Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,south_cluster,E2_KPM,42.0,463.2,34.7,15.98\ncell-116,south_cluster,O1_PM,78.1,528.8,45.1,21.48\ncell-173,hospital_zone,O1_PM,38.4,258.8,31.5,18.21\ncell-173,hospital_zone,E2_KPM,81.8,251.0,51.9,0.62\ncell-279,south_cluster,E2_KPM,16.8,425.8,19.1,9.85\ncell-279,south_cluster,O1_PM,56.1,316.2,45.5,12.25\ncell-337,stadium,E2_KPM,54.4,341.3,35.2,28.75\ncell-337,stadium,O1_PM,22.0,594.8,22.8,31.76\ncell-347,south_cluster,E2_KPM,18.4,247.5,25.3,30.91\ncell-347,south_cluster,O1_PM,33.9,484.9,23.3,26.86\ncell-349,north_cluster,E2_KPM,42.7,483.1,38.3,6.76\ncell-349,north_cluster,O1_PM,34.4,195.5,33.8,22.83\ncell-370,hospital_zone,O1_PM,27.2,148.2,27.9,11.67\ncell-370,hospital_zone,E2_KPM,49.3,511.8,42.1,10.49\ncell-430,stadium,E2_KPM,74.4,168.4,50.5,7.27\ncell-430,stadium,O1_PM,37.9,438.6,26.3,10.22\ncell-452,south_cluster,O1_PM,33.6,584.8,24.3,22.18\ncell-452,south_cluster,E2_KPM,59.6,135.6,40.0,31.55\ncell-508,north_cluster,O1_PM,59.3,251.2,47.1,27.32\ncell-508,north_cluster,E2_KPM,30.5,371.2,22.3,10.40\ncell-566,north_cluster,O1_PM,17.8,425.4,22.7,17.35\ncell-566,north_cluster,E2_KPM,45.3,373.6,31.2,21.17\ncell-605,hospital_zone,O1_PM,41.2,164.1,36.3,20.85\ncell-605,hospital_zone,E2_KPM,20.4,125.0,22.5,8.08\ncell-612,stadium,E2_KPM,50.6,171.3,40.2,32.49\ncell-612,stadium,O1_PM,60.3,604.4,46.8,9.82\ncell-727,south_cluster,E2_KPM,75.3,256.9,47.6,20.45\ncell-727,south_cluster,O1_PM,39.4,649.8,37.4,32.32\ncell-753,south_cluster,E2_KPM,33.6,512.5,22.9,8.77\ncell-753,south_cluster,O1_PM,65.4,276.4,40.3,33.88\ncell-760,north_cluster,E2_KPM,53.5,77.1,39.1,14.50\ncell-760,north_cluster,O1_PM,57.5,345.5,41.3,0.18\ncell-778,north_cluster,O1_PM,25.8,184.2,23.8,34.44\ncell-778,north_cluster,E2_KPM,18.8,168.0,17.9,8.68\ncell-786,hospital_zone,E2_KPM,21.7,528.1,27.1,33.51\ncell-786,hospital_zone,O1_PM,81.9,151.4,50.4,32.24\ncell-880,stadium,O1_PM,80.2,529.4,46.5,9.20\ncell-880,stadium,E2_KPM,91.4,197.0,59.2,8.13\ncell-935,hospital_zone,O1_PM,72.3,510.7,42.9,27.61\ncell-935,hospital_zone,E2_KPM,30.4,588.7,30.2,17.57\ncell-997,stadium,O1_PM,52.4,91.3,40.8,10.02\ncell-997,stadium,E2_KPM,48.7,594.9,36.7,28.14\n", "truth": {"action": "cap_share", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1bff8306321ad70702307828ace3c435d5709e03281248f5274bc50429ed518d", "telemetry_sha256": "aed22f419e14c5de1ddcad0147450834d678884c6b151047c2f1bad5e646f238", "tokens_cl100k": {"telemetry": 1154, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-880", "edge_ue_thr_mbps": "cell-173"}, "decoy_cell": "cell-760", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0093", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Demote emergency service video feeds from ambulances and bodycams down to low priority across the south cluster until explicitly revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-21T06:56:04Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-160,north_cluster,E2_KPM,57.0,373.4,36.1,20.17\ncell-160,north_cluster,O1_PM,48.7,603.3,40.0,19.94\ncell-193,stadium,O1_PM,39.0,512.5,26.8,15.87\ncell-193,stadium,E2_KPM,18.8,211.0,15.9,5.96\ncell-201,stadium,O1_PM,68.2,408.2,51.6,12.64\ncell-201,stadium,E2_KPM,35.3,595.8,23.8,23.54\ncell-215,stadium,O1_PM,61.4,560.1,40.4,8.29\ncell-215,stadium,E2_KPM,19.6,348.6,24.8,7.13\ncell-253,south_cluster,O1_PM,71.1,355.1,45.8,19.48\ncell-253,south_cluster,E2_KPM,31.8,445.7,28.4,28.12\ncell-290,stadium,O1_PM,21.9,161.0,20.7,17.19\ncell-290,stadium,E2_KPM,87.7,54.5,58.7,25.82\ncell-297,north_cluster,O1_PM,46.7,574.4,34.4,31.31\ncell-297,north_cluster,E2_KPM,18.1,530.4,24.5,20.71\ncell-324,hospital_zone,E2_KPM,37.7,442.3,28.3,8.21\ncell-324,hospital_zone,O1_PM,77.3,259.9,51.2,6.48\ncell-391,south_cluster,E2_KPM,54.3,444.2,35.7,19.19\ncell-391,south_cluster,O1_PM,78.2,404.9,47.9,28.60\ncell-425,south_cluster,O1_PM,55.9,545.2,40.4,30.21\ncell-425,south_cluster,E2_KPM,78.5,158.3,54.8,24.75\ncell-445,north_cluster,O1_PM,66.0,366.1,40.7,32.85\ncell-445,north_cluster,E2_KPM,52.5,314.7,39.3,33.47\ncell-462,hospital_zone,E2_KPM,52.6,296.4,32.8,23.67\ncell-462,hospital_zone,O1_PM,76.7,501.7,54.8,33.09\ncell-524,stadium,E2_KPM,67.0,338.6,44.5,19.35\ncell-524,stadium,O1_PM,72.9,402.7,45.8,5.57\ncell-666,hospital_zone,E2_KPM,25.2,89.1,24.6,17.39\ncell-666,hospital_zone,O1_PM,53.0,341.4,32.8,5.03\ncell-780,north_cluster,E2_KPM,17.2,197.6,26.3,33.47\ncell-780,north_cluster,O1_PM,51.2,246.2,42.3,21.98\ncell-821,hospital_zone,O1_PM,37.8,76.0,28.1,7.73\ncell-821,hospital_zone,E2_KPM,60.0,621.1,43.6,9.24\ncell-852,south_cluster,O1_PM,90.3,450.8,31.5,33.82\ncell-852,south_cluster,E2_KPM,48.4,415.7,41.4,17.34\ncell-885,south_cluster,O1_PM,65.0,118.1,48.2,14.72\ncell-885,south_cluster,E2_KPM,50.4,278.1,35.7,10.87\ncell-909,hospital_zone,E2_KPM,49.8,367.4,42.4,5.46\ncell-909,hospital_zone,O1_PM,16.4,626.5,18.5,18.33\ncell-913,hospital_zone,E2_KPM,68.3,399.5,41.5,13.92\ncell-913,hospital_zone,O1_PM,53.1,146.6,33.3,14.67\ncell-965,north_cluster,O1_PM,15.1,289.4,18.8,14.55\ncell-965,north_cluster,E2_KPM,50.4,189.2,32.8,1.96\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8b7d1d1b29faa7fb5c3fb57ac3ddb75484a124ea44c98a3ab14d9d057cf0ba8f", "telemetry_sha256": "a9b734dcd0c77748d5c0a8fd23d341597c800130a1e9cbb5ef5c73edb6b79c19", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-290", "edge_ue_thr_mbps": "cell-965"}, "decoy_cell": "cell-852"}}
+{"case_id": "ranintent_v1_test_0094", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, set bulk analytics data ingestion to low priority on cells where edge clients have poorest data rates for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-24T06:24:11Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,E2_KPM,39.8,627.1,27.4,1.12\ncell-109,south_cluster,O1_PM,81.2,143.3,52.7,20.43\ncell-185,north_cluster,O1_PM,65.7,162.2,41.4,5.62\ncell-185,north_cluster,E2_KPM,74.3,202.1,44.9,11.31\ncell-239,north_cluster,O1_PM,43.2,61.6,34.8,21.40\ncell-239,north_cluster,E2_KPM,59.3,70.4,39.5,31.66\ncell-274,stadium,E2_KPM,16.1,151.0,15.3,9.04\ncell-274,stadium,O1_PM,17.8,343.6,26.9,24.60\ncell-302,stadium,E2_KPM,20.3,494.8,19.5,10.50\ncell-302,stadium,O1_PM,38.5,188.0,30.5,13.51\ncell-336,south_cluster,E2_KPM,55.9,240.2,35.2,17.01\ncell-336,south_cluster,O1_PM,78.7,537.8,56.6,31.76\ncell-351,south_cluster,O1_PM,58.5,260.4,45.7,30.16\ncell-351,south_cluster,E2_KPM,36.6,344.5,27.8,7.14\ncell-400,stadium,O1_PM,21.1,503.6,21.2,16.98\ncell-400,stadium,E2_KPM,78.4,479.6,48.1,15.49\ncell-408,north_cluster,O1_PM,36.3,616.3,24.9,24.79\ncell-408,north_cluster,E2_KPM,66.6,88.1,47.2,33.71\ncell-511,north_cluster,E2_KPM,22.6,361.6,25.9,22.63\ncell-511,north_cluster,O1_PM,37.6,63.1,33.2,18.44\ncell-543,stadium,E2_KPM,65.6,69.0,50.8,20.87\ncell-543,stadium,O1_PM,18.6,321.9,27.2,13.34\ncell-557,hospital_zone,E2_KPM,74.6,93.9,44.9,20.73\ncell-557,hospital_zone,O1_PM,77.6,79.5,49.1,29.27\ncell-576,hospital_zone,O1_PM,29.5,503.9,24.2,24.00\ncell-576,hospital_zone,E2_KPM,67.1,286.2,43.1,8.72\ncell-619,north_cluster,E2_KPM,46.0,416.5,33.0,31.26\ncell-619,north_cluster,O1_PM,33.7,282.8,27.1,5.81\ncell-630,south_cluster,E2_KPM,23.4,574.6,23.4,11.49\ncell-630,south_cluster,O1_PM,54.5,563.6,42.6,33.44\ncell-704,hospital_zone,E2_KPM,43.3,95.1,39.4,17.58\ncell-704,hospital_zone,O1_PM,27.6,517.3,28.6,5.96\ncell-716,hospital_zone,O1_PM,22.8,528.8,20.7,26.94\ncell-716,hospital_zone,E2_KPM,19.2,355.7,24.1,10.27\ncell-744,south_cluster,O1_PM,28.9,548.8,26.1,34.55\ncell-744,south_cluster,E2_KPM,33.8,520.8,27.2,27.06\ncell-801,stadium,E2_KPM,94.4,64.0,59.1,13.78\ncell-801,stadium,O1_PM,54.9,321.8,41.9,26.18\ncell-989,hospital_zone,E2_KPM,35.7,90.5,24.9,30.76\ncell-989,hospital_zone,O1_PM,63.2,620.9,46.2,16.15\ncell-995,stadium,E2_KPM,51.3,320.3,36.3,12.17\ncell-995,stadium,O1_PM,57.3,217.5,37.0,7.77\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d17a7e1a0440aece5d01805e4cedfa93269690950e30b25ea3d94558ed6921f9", "telemetry_sha256": "c38117248983420194c37bb4cf4bcac8d46628e217960982600d60ada1824499", "tokens_cl100k": {"telemetry": 1152, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-801", "edge_ue_thr_mbps": "cell-109"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0095", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hi RAN operations,\n\nLumen Media requests resetting immersive XR and remote gaming traffic back to standard nominal treatment on all base stations where edge users experience lowest data throughput, dropping any prior overrides.\n\nThank you,\nLumen Operations", "telemetry": "KPM telemetry snapshot at 2026-10-10T17:00:15Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,hospital_zone,O1_PM,47.8,155.0,41.8,13.05\ncell-140,hospital_zone,E2_KPM,51.0,612.2,31.9,30.20\ncell-161,stadium,E2_KPM,62.7,236.6,39.0,4.64\ncell-161,stadium,O1_PM,78.1,565.4,45.6,33.60\ncell-284,north_cluster,O1_PM,17.7,424.7,18.0,7.64\ncell-284,north_cluster,E2_KPM,27.8,481.3,24.6,21.93\ncell-312,south_cluster,E2_KPM,62.8,460.1,41.3,7.56\ncell-312,south_cluster,O1_PM,66.4,211.1,44.5,33.83\ncell-440,south_cluster,E2_KPM,18.7,250.8,26.0,5.18\ncell-440,south_cluster,O1_PM,67.4,119.5,48.9,5.32\ncell-499,south_cluster,E2_KPM,67.4,439.7,40.2,8.38\ncell-499,south_cluster,O1_PM,65.0,488.0,48.5,27.26\ncell-534,south_cluster,E2_KPM,32.9,74.5,23.5,11.97\ncell-534,south_cluster,O1_PM,48.2,462.2,40.2,9.83\ncell-577,north_cluster,O1_PM,42.6,96.2,27.7,20.94\ncell-577,north_cluster,E2_KPM,77.2,201.4,51.7,6.07\ncell-634,hospital_zone,O1_PM,19.9,109.8,25.1,0.17\ncell-634,hospital_zone,E2_KPM,53.1,160.2,42.0,21.22\ncell-678,north_cluster,E2_KPM,28.5,427.9,30.6,34.66\ncell-678,north_cluster,O1_PM,50.9,246.7,42.2,7.58\ncell-706,stadium,O1_PM,21.9,101.7,28.3,30.89\ncell-706,stadium,E2_KPM,68.8,421.0,50.8,0.50\ncell-713,hospital_zone,E2_KPM,44.5,159.8,36.2,6.62\ncell-713,hospital_zone,O1_PM,39.6,148.6,27.4,11.61\ncell-718,hospital_zone,O1_PM,45.6,374.4,39.7,16.76\ncell-718,hospital_zone,E2_KPM,32.3,132.9,32.5,5.04\ncell-738,stadium,O1_PM,18.8,89.4,25.4,26.17\ncell-738,stadium,E2_KPM,61.1,474.3,43.3,26.51\ncell-760,south_cluster,O1_PM,42.8,321.7,38.5,28.86\ncell-760,south_cluster,E2_KPM,21.5,182.8,24.1,32.06\ncell-823,north_cluster,O1_PM,44.9,337.1,38.9,25.48\ncell-823,north_cluster,E2_KPM,16.4,292.5,22.1,24.06\ncell-935,stadium,O1_PM,40.5,542.0,33.0,3.78\ncell-935,stadium,E2_KPM,17.1,268.9,25.2,33.80\ncell-938,north_cluster,E2_KPM,87.1,636.2,52.8,6.94\ncell-938,north_cluster,O1_PM,53.9,491.0,33.8,15.63\ncell-941,hospital_zone,O1_PM,47.8,189.8,38.0,27.39\ncell-941,hospital_zone,E2_KPM,37.4,443.6,27.9,31.84\ncell-968,stadium,O1_PM,26.9,561.3,20.5,29.93\ncell-968,stadium,E2_KPM,64.4,100.0,44.9,11.14\ncell-996,north_cluster,O1_PM,62.4,151.3,43.2,18.90\ncell-996,north_cluster,E2_KPM,18.4,501.2,20.2,19.67\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "427523a302d0eb725ac63cc1e2ddc8949cbe3f8051669180fd09c2ad5150ae4c", "telemetry_sha256": "8e2dd1fd1a93e36b1284cf96418b9817135766eaaab2f0bcb0498ed76dac6def", "tokens_cl100k": {"telemetry": 1154, "text": 44}, "extreme_cells": {"prb_util_pct": "cell-938", "edge_ue_thr_mbps": "cell-706"}, "decoy_cell": "cell-634", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0096", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket opened by Civic Safety Agency: Reserve at least 70 percent of physical radio transmission capacity for first responder tactical voice traffic on access nodes facing peak traffic congestion until the ongoing event terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-25T18:49:18Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-166,north_cluster,E2_KPM,41.8,187.4,34.4,23.45\ncell-166,north_cluster,O1_PM,45.5,282.2,39.1,8.60\ncell-285,north_cluster,E2_KPM,41.0,493.4,30.9,1.52\ncell-285,north_cluster,O1_PM,23.1,178.5,29.1,6.38\ncell-294,south_cluster,O1_PM,19.2,432.4,19.5,5.59\ncell-294,south_cluster,E2_KPM,21.9,405.9,20.6,25.44\ncell-333,hospital_zone,O1_PM,72.4,195.1,52.5,12.59\ncell-333,hospital_zone,E2_KPM,87.5,85.6,61.7,24.08\ncell-400,hospital_zone,E2_KPM,26.8,88.7,28.1,27.55\ncell-400,hospital_zone,O1_PM,20.2,397.6,22.1,34.43\ncell-434,hospital_zone,E2_KPM,51.3,407.8,36.3,17.95\ncell-434,hospital_zone,O1_PM,55.1,619.4,41.6,25.40\ncell-459,stadium,O1_PM,71.2,600.1,44.0,16.18\ncell-459,stadium,E2_KPM,45.2,556.1,38.7,11.24\ncell-485,south_cluster,O1_PM,59.4,511.4,47.1,28.54\ncell-485,south_cluster,E2_KPM,54.2,293.0,35.1,17.74\ncell-575,stadium,E2_KPM,15.9,449.5,15.5,4.98\ncell-575,stadium,O1_PM,39.9,127.4,32.2,15.49\ncell-607,north_cluster,E2_KPM,72.0,590.4,47.6,30.67\ncell-607,north_cluster,O1_PM,59.3,388.5,36.5,7.58\ncell-704,north_cluster,E2_KPM,16.2,215.0,18.4,25.87\ncell-704,north_cluster,O1_PM,55.4,399.1,34.8,33.34\ncell-762,north_cluster,E2_KPM,62.1,488.1,41.5,4.74\ncell-762,north_cluster,O1_PM,33.5,538.6,30.0,32.11\ncell-796,stadium,O1_PM,71.9,445.5,46.0,23.86\ncell-796,stadium,E2_KPM,55.8,492.7,34.2,27.21\ncell-802,south_cluster,E2_KPM,56.7,534.4,40.7,12.15\ncell-802,south_cluster,O1_PM,49.5,323.2,31.2,5.60\ncell-816,hospital_zone,O1_PM,68.5,318.5,45.9,31.77\ncell-816,hospital_zone,E2_KPM,37.9,525.1,30.9,10.78\ncell-862,hospital_zone,E2_KPM,18.8,227.0,17.4,34.47\ncell-862,hospital_zone,O1_PM,40.8,626.1,31.2,6.75\ncell-891,stadium,O1_PM,90.2,324.7,29.1,28.72\ncell-891,stadium,E2_KPM,49.9,549.6,39.4,6.65\ncell-918,south_cluster,O1_PM,70.3,278.0,47.9,28.27\ncell-918,south_cluster,E2_KPM,47.2,188.2,32.2,20.20\ncell-932,south_cluster,E2_KPM,23.3,262.5,20.8,5.75\ncell-932,south_cluster,O1_PM,74.2,221.5,47.4,19.97\ncell-964,hospital_zone,E2_KPM,48.6,649.2,31.1,20.03\ncell-964,hospital_zone,O1_PM,25.7,570.0,19.2,17.82\ncell-966,stadium,O1_PM,55.8,647.7,41.5,29.62\ncell-966,stadium,E2_KPM,36.2,639.8,31.5,14.13\n", "truth": {"action": "guarantee_share", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "76de62ea3a5bac2cc0962abde90a5496ee2c5f3339258c678fbe83b0e3cec0bf", "telemetry_sha256": "0c123bbd4306f9ee155b482596801573b4179c342884843c5bc3a31bc29f4f39", "tokens_cl100k": {"telemetry": 1154, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-333", "edge_ue_thr_mbps": "cell-285"}, "decoy_cell": "cell-891", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0097", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Team: clear active QoS modifications and reset automated machinery control loops back to default handling on cells under maximum load.", "telemetry": "KPM telemetry snapshot at 2026-10-02T10:37:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,hospital_zone,E2_KPM,86.2,222.2,56.2,31.57\ncell-102,hospital_zone,O1_PM,64.7,469.5,44.0,29.71\ncell-135,hospital_zone,E2_KPM,62.0,312.4,48.2,16.91\ncell-135,hospital_zone,O1_PM,43.7,260.3,31.3,27.12\ncell-140,north_cluster,O1_PM,79.4,358.0,56.9,30.80\ncell-140,north_cluster,E2_KPM,56.9,191.7,45.0,24.23\ncell-150,south_cluster,O1_PM,47.6,547.1,37.1,27.22\ncell-150,south_cluster,E2_KPM,70.1,170.1,41.1,15.46\ncell-172,stadium,O1_PM,49.8,578.2,35.9,33.41\ncell-172,stadium,E2_KPM,45.6,320.6,33.0,21.05\ncell-176,stadium,O1_PM,68.2,285.2,50.4,33.93\ncell-176,stadium,E2_KPM,78.3,602.8,45.5,16.70\ncell-181,south_cluster,O1_PM,27.2,494.1,20.6,30.98\ncell-181,south_cluster,E2_KPM,94.9,327.7,60.8,16.45\ncell-189,hospital_zone,E2_KPM,32.5,365.1,29.6,18.20\ncell-189,hospital_zone,O1_PM,62.1,260.0,48.9,33.30\ncell-320,north_cluster,O1_PM,29.1,442.7,20.8,20.19\ncell-320,north_cluster,E2_KPM,41.2,318.3,33.0,34.58\ncell-483,stadium,O1_PM,98.0,559.0,42.4,21.84\ncell-483,stadium,E2_KPM,24.7,97.0,21.1,4.43\ncell-525,south_cluster,O1_PM,82.9,360.9,56.5,15.85\ncell-525,south_cluster,E2_KPM,37.9,477.6,34.0,31.21\ncell-563,stadium,O1_PM,77.9,585.0,48.5,28.09\ncell-563,stadium,E2_KPM,35.7,265.3,32.1,33.54\ncell-606,stadium,O1_PM,44.5,515.5,32.0,19.70\ncell-606,stadium,E2_KPM,38.2,387.4,30.9,15.33\ncell-708,north_cluster,O1_PM,78.4,125.7,51.0,19.77\ncell-708,north_cluster,E2_KPM,77.1,559.2,50.6,33.35\ncell-791,south_cluster,O1_PM,46.4,154.0,35.7,21.20\ncell-791,south_cluster,E2_KPM,61.6,424.9,41.7,3.93\ncell-827,hospital_zone,E2_KPM,28.7,449.2,20.4,0.78\ncell-827,hospital_zone,O1_PM,83.6,164.2,56.2,9.89\ncell-854,north_cluster,E2_KPM,25.4,257.0,29.1,29.05\ncell-854,north_cluster,O1_PM,42.8,490.3,38.4,6.56\ncell-880,south_cluster,E2_KPM,74.8,207.8,55.1,32.17\ncell-880,south_cluster,O1_PM,68.9,307.6,50.2,14.44\ncell-926,hospital_zone,O1_PM,76.9,454.2,47.8,22.07\ncell-926,hospital_zone,E2_KPM,27.3,534.1,26.5,4.58\ncell-967,north_cluster,O1_PM,36.4,117.0,27.2,6.59\ncell-967,north_cluster,E2_KPM,31.8,88.8,32.3,6.81\ncell-990,hospital_zone,O1_PM,25.5,552.4,23.8,8.45\ncell-990,hospital_zone,E2_KPM,70.4,420.1,41.8,20.14\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2ba86a64c6efb3d5262a75f90e2a017bab274f5785ca4afd8a07828b944daec2", "telemetry_sha256": "f8fe84afc00acd8c7f24220dfea932654947575c444225294cea9f2095ca5af4", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-181", "edge_ue_thr_mbps": "cell-827"}, "decoy_cell": "cell-483", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0098", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Under the agreement terms, the network operator shall assign high priority scheduling to Lumen Media subscriber video playback throughout the stadium cluster until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-12T11:10:49Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-276,hospital_zone,O1_PM,68.2,161.4,48.3,5.21\ncell-276,hospital_zone,E2_KPM,26.7,605.2,19.5,32.10\ncell-353,north_cluster,O1_PM,77.3,112.6,50.8,6.15\ncell-353,north_cluster,E2_KPM,43.6,497.2,35.6,4.91\ncell-422,north_cluster,E2_KPM,31.2,100.5,23.8,8.61\ncell-422,north_cluster,O1_PM,17.9,615.8,20.3,17.03\ncell-450,south_cluster,O1_PM,23.8,426.2,29.0,16.99\ncell-450,south_cluster,E2_KPM,54.4,573.7,43.1,32.50\ncell-618,hospital_zone,E2_KPM,19.8,250.9,26.4,20.72\ncell-618,hospital_zone,O1_PM,28.8,96.3,20.8,34.40\ncell-632,hospital_zone,O1_PM,54.5,645.2,44.8,31.34\ncell-632,hospital_zone,E2_KPM,17.2,296.5,21.3,7.82\ncell-641,stadium,E2_KPM,80.1,268.9,48.7,27.76\ncell-641,stadium,O1_PM,48.0,624.8,31.5,32.55\ncell-704,stadium,O1_PM,34.8,49.8,29.2,14.85\ncell-704,stadium,E2_KPM,44.5,284.5,28.8,14.94\ncell-762,south_cluster,E2_KPM,47.1,488.8,32.2,27.70\ncell-762,south_cluster,O1_PM,78.7,193.5,55.9,26.23\ncell-772,hospital_zone,O1_PM,83.2,632.3,55.2,32.75\ncell-772,hospital_zone,E2_KPM,60.4,528.2,39.8,28.12\ncell-775,north_cluster,O1_PM,83.4,495.7,55.9,33.79\ncell-775,north_cluster,E2_KPM,91.5,376.4,55.5,26.52\ncell-797,south_cluster,E2_KPM,38.5,577.3,28.8,8.53\ncell-797,south_cluster,O1_PM,73.2,522.1,49.2,32.02\ncell-800,stadium,O1_PM,41.4,550.5,37.6,21.32\ncell-800,stadium,E2_KPM,22.0,600.7,19.5,28.32\ncell-815,north_cluster,O1_PM,33.1,171.7,30.6,32.47\ncell-815,north_cluster,E2_KPM,61.7,104.5,37.5,3.74\ncell-823,south_cluster,O1_PM,33.3,459.6,24.0,13.29\ncell-823,south_cluster,E2_KPM,59.7,327.1,46.9,0.49\ncell-846,hospital_zone,E2_KPM,36.7,176.8,34.8,30.02\ncell-846,hospital_zone,O1_PM,74.0,196.0,47.2,33.28\ncell-872,north_cluster,E2_KPM,64.1,573.6,47.0,25.35\ncell-872,north_cluster,O1_PM,82.7,581.7,51.0,10.83\ncell-879,south_cluster,E2_KPM,77.0,249.6,48.0,30.92\ncell-879,south_cluster,O1_PM,28.2,162.4,23.6,5.89\ncell-935,stadium,E2_KPM,32.2,403.8,26.3,24.68\ncell-935,stadium,O1_PM,23.6,62.6,23.4,27.04\ncell-964,hospital_zone,E2_KPM,59.7,172.9,37.5,7.90\ncell-964,hospital_zone,O1_PM,73.9,574.7,54.7,28.74\ncell-985,stadium,E2_KPM,78.3,80.2,54.4,22.98\ncell-985,stadium,O1_PM,21.9,132.4,24.1,29.82\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ba029c4cf31b3cc3bd9c685604e6f8f88ecef9e09bb991a9074aef23b7ded73b", "telemetry_sha256": "ac467841b275026e7df0224c167ab51b431572261a3c337cb1c030991b166d04", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-775", "edge_ue_thr_mbps": "cell-823"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0099", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics API: Demote our sensor and meter reporting data to low priority on cells operating under peak congestion for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T13:46:09Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,O1_PM,68.2,301.1,48.4,15.99\ncell-121,south_cluster,E2_KPM,74.3,610.4,45.0,10.20\ncell-147,north_cluster,O1_PM,67.1,474.9,45.6,15.52\ncell-147,north_cluster,E2_KPM,17.9,408.5,22.0,10.62\ncell-249,south_cluster,O1_PM,52.2,600.7,35.3,16.90\ncell-249,south_cluster,E2_KPM,68.0,318.9,42.8,5.83\ncell-282,south_cluster,O1_PM,26.5,66.2,24.7,18.72\ncell-282,south_cluster,E2_KPM,39.6,285.7,29.9,31.55\ncell-306,south_cluster,E2_KPM,65.6,206.1,48.0,22.42\ncell-306,south_cluster,O1_PM,26.2,378.6,28.6,12.71\ncell-322,south_cluster,O1_PM,49.8,436.6,42.5,33.85\ncell-322,south_cluster,E2_KPM,49.1,507.2,42.4,26.78\ncell-385,north_cluster,E2_KPM,45.7,466.0,30.8,22.39\ncell-385,north_cluster,O1_PM,59.6,137.4,46.5,21.52\ncell-388,stadium,E2_KPM,39.6,403.1,29.3,30.81\ncell-388,stadium,O1_PM,27.7,103.6,30.7,9.44\ncell-451,north_cluster,O1_PM,70.3,74.5,51.1,21.38\ncell-451,north_cluster,E2_KPM,53.6,284.8,38.3,34.33\ncell-492,stadium,E2_KPM,75.9,407.4,51.7,21.18\ncell-492,stadium,O1_PM,25.6,641.0,25.5,21.73\ncell-646,hospital_zone,O1_PM,44.0,629.2,36.9,4.10\ncell-646,hospital_zone,E2_KPM,45.0,390.8,35.2,24.76\ncell-719,hospital_zone,E2_KPM,56.7,552.8,34.5,22.20\ncell-719,hospital_zone,O1_PM,46.9,264.8,32.6,26.36\ncell-745,north_cluster,O1_PM,23.3,68.3,19.5,33.53\ncell-745,north_cluster,E2_KPM,96.0,420.5,58.5,25.77\ncell-763,hospital_zone,O1_PM,84.4,370.2,55.2,23.62\ncell-763,hospital_zone,E2_KPM,59.9,401.4,38.6,8.97\ncell-764,stadium,O1_PM,87.9,71.4,61.9,8.30\ncell-764,stadium,E2_KPM,81.7,572.9,49.9,0.76\ncell-817,hospital_zone,E2_KPM,60.1,320.6,43.4,23.20\ncell-817,hospital_zone,O1_PM,18.9,231.1,26.4,11.26\ncell-902,stadium,O1_PM,50.3,593.9,31.9,8.74\ncell-902,stadium,E2_KPM,23.5,156.6,21.7,11.13\ncell-919,south_cluster,E2_KPM,86.2,142.1,50.6,29.55\ncell-919,south_cluster,O1_PM,76.6,100.0,54.8,31.11\ncell-942,north_cluster,O1_PM,83.2,435.7,52.3,31.80\ncell-942,north_cluster,E2_KPM,41.2,451.1,27.4,14.65\ncell-946,hospital_zone,O1_PM,46.1,562.7,31.0,20.63\ncell-946,hospital_zone,E2_KPM,85.9,143.9,52.1,30.26\ncell-974,stadium,E2_KPM,32.1,192.7,31.6,21.11\ncell-974,stadium,O1_PM,53.1,107.1,36.7,23.48\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "188cb4aa9e4324251773a7c49c4f394adb3537cb5f96f4d1aab5bdb455e319e2", "telemetry_sha256": "3e48c7604d798aa83c8ea4ed6b638e8e871fa9022c17e70a670d366e34187490", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-745", "edge_ue_thr_mbps": "cell-764"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0100", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Hey assistant, let our automated machine control processing run on any available edge or central cloud server across base stations where edge users have lowest throughput for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-16T16:23:37Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-211,stadium,O1_PM,62.3,136.0,47.5,5.84\ncell-211,stadium,E2_KPM,33.1,174.4,23.9,23.11\ncell-214,hospital_zone,E2_KPM,19.5,169.5,23.5,11.22\ncell-214,hospital_zone,O1_PM,33.4,423.9,24.0,21.56\ncell-235,north_cluster,E2_KPM,19.4,79.9,26.7,29.36\ncell-235,north_cluster,O1_PM,52.5,550.4,39.9,23.47\ncell-239,north_cluster,O1_PM,51.4,415.3,35.7,15.97\ncell-239,north_cluster,E2_KPM,56.2,308.4,37.3,21.37\ncell-266,hospital_zone,E2_KPM,61.6,401.6,45.8,16.77\ncell-266,hospital_zone,O1_PM,40.5,415.4,37.1,22.57\ncell-274,hospital_zone,O1_PM,41.3,311.3,37.2,24.41\ncell-274,hospital_zone,E2_KPM,28.4,443.3,20.9,24.66\ncell-305,north_cluster,O1_PM,61.4,370.1,40.2,26.10\ncell-305,north_cluster,E2_KPM,68.1,480.5,49.6,18.41\ncell-308,south_cluster,E2_KPM,29.5,486.2,25.0,34.04\ncell-308,south_cluster,O1_PM,63.4,530.6,44.6,5.08\ncell-326,north_cluster,E2_KPM,93.4,107.5,62.8,14.19\ncell-326,north_cluster,O1_PM,34.2,576.1,23.2,24.50\ncell-437,south_cluster,E2_KPM,78.3,311.0,55.2,17.81\ncell-437,south_cluster,O1_PM,55.0,313.2,35.1,18.65\ncell-472,stadium,O1_PM,70.2,555.5,52.2,0.45\ncell-472,stadium,E2_KPM,60.9,516.6,48.4,16.23\ncell-477,stadium,E2_KPM,81.1,482.2,48.2,15.73\ncell-477,stadium,O1_PM,57.8,476.9,43.1,11.21\ncell-483,stadium,O1_PM,31.0,571.1,22.4,4.38\ncell-483,stadium,E2_KPM,31.9,333.7,32.8,15.15\ncell-552,south_cluster,O1_PM,54.5,563.7,39.8,29.48\ncell-552,south_cluster,E2_KPM,35.0,382.6,29.0,21.51\ncell-614,hospital_zone,O1_PM,79.4,170.0,50.0,30.25\ncell-614,hospital_zone,E2_KPM,21.2,621.0,22.5,4.27\ncell-622,south_cluster,E2_KPM,57.8,541.0,43.6,3.94\ncell-622,south_cluster,O1_PM,76.2,85.6,51.2,25.15\ncell-715,south_cluster,E2_KPM,83.4,152.0,56.9,17.61\ncell-715,south_cluster,O1_PM,27.0,475.3,20.5,24.88\ncell-819,stadium,E2_KPM,45.7,480.8,34.5,25.02\ncell-819,stadium,O1_PM,65.9,509.0,49.2,20.81\ncell-892,hospital_zone,E2_KPM,37.2,507.4,31.9,0.69\ncell-892,hospital_zone,O1_PM,36.8,447.4,28.4,26.84\ncell-929,north_cluster,O1_PM,22.4,56.6,23.4,14.56\ncell-929,north_cluster,E2_KPM,54.2,344.1,41.8,4.88\ncell-997,hospital_zone,E2_KPM,53.7,126.5,40.0,7.25\ncell-997,hospital_zone,O1_PM,15.1,334.5,24.0,25.15\n", "truth": {"action": "relax_edge", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "55f57839c97fef16e84e720a2812c810ab3424e5a1c2bbe1be5883803efe1894", "telemetry_sha256": "3387efacd80802e2ef191203e87d2e0d6fd768984ccbf1bf4d0c56255ff62eea", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-326", "edge_ue_thr_mbps": "cell-892"}, "decoy_cell": "cell-472", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0101", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello team, please enforce a 10 ms maximum latency bound on general best-effort internet traffic for all base stations suffering peak congestion. Maintain this delay objective until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-06T14:02:37Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,stadium,O1_PM,61.1,443.5,37.2,9.98\ncell-125,stadium,E2_KPM,30.3,97.1,28.1,30.82\ncell-135,hospital_zone,E2_KPM,36.8,468.7,31.7,26.50\ncell-135,hospital_zone,O1_PM,65.5,265.7,46.6,28.43\ncell-146,hospital_zone,O1_PM,98.1,334.2,49.3,17.86\ncell-146,hospital_zone,E2_KPM,71.1,452.2,53.5,23.34\ncell-236,south_cluster,E2_KPM,69.3,430.7,48.3,23.11\ncell-236,south_cluster,O1_PM,68.3,78.8,44.5,10.56\ncell-295,stadium,E2_KPM,15.5,429.1,19.2,7.01\ncell-295,stadium,O1_PM,23.3,530.2,26.9,33.28\ncell-397,south_cluster,E2_KPM,35.9,75.7,29.7,5.04\ncell-397,south_cluster,O1_PM,69.2,251.6,49.0,15.85\ncell-468,south_cluster,E2_KPM,94.8,557.7,59.6,22.77\ncell-468,south_cluster,O1_PM,75.3,610.0,55.0,30.20\ncell-560,north_cluster,O1_PM,42.3,552.7,34.2,16.12\ncell-560,north_cluster,E2_KPM,52.7,118.8,43.2,7.49\ncell-578,north_cluster,O1_PM,75.0,574.2,53.0,31.40\ncell-578,north_cluster,E2_KPM,24.4,237.7,22.1,25.95\ncell-693,south_cluster,E2_KPM,76.8,637.8,45.5,25.16\ncell-693,south_cluster,O1_PM,46.8,105.0,34.3,13.88\ncell-703,north_cluster,E2_KPM,46.8,407.8,36.2,21.92\ncell-703,north_cluster,O1_PM,21.1,171.3,28.0,13.89\ncell-723,hospital_zone,O1_PM,50.5,208.0,39.0,33.99\ncell-723,hospital_zone,E2_KPM,45.0,615.3,29.3,21.39\ncell-742,north_cluster,E2_KPM,76.1,341.3,52.1,32.75\ncell-742,north_cluster,O1_PM,61.6,612.7,48.4,12.65\ncell-761,south_cluster,O1_PM,26.3,163.9,25.4,28.29\ncell-761,south_cluster,E2_KPM,54.3,195.3,42.1,34.65\ncell-767,north_cluster,O1_PM,23.9,172.7,27.0,25.40\ncell-767,north_cluster,E2_KPM,73.4,497.8,54.0,12.59\ncell-789,stadium,O1_PM,33.8,318.9,31.4,25.92\ncell-789,stadium,E2_KPM,53.8,212.2,42.1,13.08\ncell-811,south_cluster,E2_KPM,38.1,184.2,36.9,5.70\ncell-811,south_cluster,O1_PM,81.5,47.2,51.1,33.02\ncell-915,stadium,O1_PM,46.3,580.7,40.7,19.84\ncell-915,stadium,E2_KPM,48.0,307.7,38.4,1.55\ncell-952,stadium,E2_KPM,46.3,230.2,40.8,22.19\ncell-952,stadium,O1_PM,20.8,178.9,19.4,6.48\ncell-962,hospital_zone,O1_PM,43.8,202.0,34.3,13.32\ncell-962,hospital_zone,E2_KPM,30.5,209.3,22.8,9.62\ncell-976,hospital_zone,O1_PM,64.1,541.8,48.6,20.00\ncell-976,hospital_zone,E2_KPM,31.8,611.3,24.1,17.07\n", "truth": {"action": "set_latency_target", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "10", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "6a314ea81c572f4549fa7dc9162a10939e3feb811cb8b436d5fbf96a847ec496", "telemetry_sha256": "4ce92bc51167d2086c1b6e34d878c563d1742540bf8eae8df50c51c82bfbf9af", "tokens_cl100k": {"telemetry": 1154, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-468", "edge_ue_thr_mbps": "cell-915"}, "decoy_cell": "cell-146", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0102", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Operations Ticket: Elevate regular best-effort internet traffic to critical highest priority across the south cluster for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-20T21:37:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,north_cluster,E2_KPM,17.5,246.2,15.1,4.63\ncell-102,north_cluster,O1_PM,35.0,437.6,26.6,9.72\ncell-154,stadium,O1_PM,78.5,567.5,56.5,27.21\ncell-154,stadium,E2_KPM,72.0,250.9,49.5,5.97\ncell-164,north_cluster,O1_PM,19.1,499.6,18.0,29.98\ncell-164,north_cluster,E2_KPM,78.1,145.0,53.2,12.69\ncell-189,south_cluster,O1_PM,65.0,557.7,45.2,4.76\ncell-189,south_cluster,E2_KPM,48.0,646.9,41.6,33.00\ncell-219,south_cluster,O1_PM,77.4,504.6,47.9,24.96\ncell-219,south_cluster,E2_KPM,41.6,217.7,27.7,30.45\ncell-255,hospital_zone,E2_KPM,41.6,322.7,29.4,34.00\ncell-255,hospital_zone,O1_PM,74.7,276.9,55.0,17.34\ncell-340,stadium,E2_KPM,76.7,603.2,52.0,1.61\ncell-340,stadium,O1_PM,72.3,490.7,51.9,10.20\ncell-366,stadium,E2_KPM,63.3,375.6,38.6,16.56\ncell-366,stadium,O1_PM,25.3,219.7,28.6,26.99\ncell-420,stadium,E2_KPM,22.9,90.2,17.8,22.02\ncell-420,stadium,O1_PM,57.1,296.0,36.4,21.29\ncell-425,hospital_zone,E2_KPM,72.0,437.1,44.5,13.53\ncell-425,hospital_zone,O1_PM,43.1,263.1,31.6,12.16\ncell-427,north_cluster,E2_KPM,61.8,279.0,43.4,30.36\ncell-427,north_cluster,O1_PM,27.0,77.7,25.6,18.93\ncell-444,south_cluster,O1_PM,40.5,220.1,33.4,15.48\ncell-444,south_cluster,E2_KPM,52.0,584.1,32.0,32.35\ncell-539,south_cluster,E2_KPM,66.9,125.0,50.2,22.16\ncell-539,south_cluster,O1_PM,24.6,222.3,29.1,9.06\ncell-601,hospital_zone,O1_PM,88.8,617.3,45.3,25.46\ncell-601,hospital_zone,E2_KPM,18.6,642.2,27.2,27.25\ncell-627,south_cluster,E2_KPM,48.1,564.4,32.6,22.73\ncell-627,south_cluster,O1_PM,48.2,548.0,34.6,10.78\ncell-637,north_cluster,O1_PM,24.4,511.0,21.6,20.02\ncell-637,north_cluster,E2_KPM,51.4,158.3,37.8,16.73\ncell-664,south_cluster,O1_PM,61.4,516.3,43.2,31.07\ncell-664,south_cluster,E2_KPM,74.6,311.9,47.3,10.04\ncell-718,hospital_zone,E2_KPM,60.0,613.3,36.7,7.71\ncell-718,hospital_zone,O1_PM,65.5,442.6,45.1,31.29\ncell-745,stadium,O1_PM,30.7,406.8,33.2,13.61\ncell-745,stadium,E2_KPM,56.1,512.4,42.3,28.19\ncell-747,hospital_zone,O1_PM,34.9,57.4,34.0,18.39\ncell-747,hospital_zone,E2_KPM,61.0,80.3,36.7,23.22\ncell-820,north_cluster,O1_PM,34.8,564.8,26.6,8.83\ncell-820,north_cluster,E2_KPM,87.1,610.3,53.6,5.36\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f0d060308cb67e6d3b1b615577b390d04d3b0b894f75ed6998ad79e4f0aca0be", "telemetry_sha256": "f77b782dd90b67285db3a0898feafb5b3ea1a23b648b7f4db8f01569abb8f773", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-820", "edge_ue_thr_mbps": "cell-340"}, "decoy_cell": "cell-601"}}
+{"case_id": "ranintent_v1_test_0103", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC update: escalate edge analytics bulk ingestion to high scheduling tier on cells where perimeter user throughput is lowest until the event ends.", "telemetry": "KPM telemetry snapshot at 2026-10-28T09:56:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-180,north_cluster,O1_PM,64.8,364.4,43.1,31.44\ncell-180,north_cluster,E2_KPM,47.5,127.1,37.0,16.10\ncell-218,hospital_zone,E2_KPM,54.4,411.0,41.2,28.64\ncell-218,hospital_zone,O1_PM,20.2,300.1,17.9,14.00\ncell-225,stadium,E2_KPM,21.4,229.7,25.2,24.48\ncell-225,stadium,O1_PM,17.5,476.5,22.3,29.44\ncell-226,north_cluster,E2_KPM,86.1,52.1,55.6,13.67\ncell-226,north_cluster,O1_PM,34.4,106.2,33.6,5.10\ncell-267,stadium,E2_KPM,58.2,461.5,41.0,33.11\ncell-267,stadium,O1_PM,48.7,372.8,40.5,24.71\ncell-307,stadium,E2_KPM,51.9,62.1,32.8,24.99\ncell-307,stadium,O1_PM,77.4,525.6,44.9,7.45\ncell-327,hospital_zone,O1_PM,22.8,195.1,24.7,27.92\ncell-327,hospital_zone,E2_KPM,42.7,504.0,34.2,27.16\ncell-335,south_cluster,O1_PM,38.5,603.5,25.3,8.52\ncell-335,south_cluster,E2_KPM,19.9,552.5,18.5,34.60\ncell-355,hospital_zone,E2_KPM,52.0,419.6,36.3,7.37\ncell-355,hospital_zone,O1_PM,19.5,425.2,25.6,6.61\ncell-367,north_cluster,E2_KPM,42.6,396.6,38.2,18.34\ncell-367,north_cluster,O1_PM,59.7,218.3,40.3,33.86\ncell-373,south_cluster,O1_PM,21.1,258.7,20.0,12.84\ncell-373,south_cluster,E2_KPM,68.6,77.4,46.7,17.07\ncell-384,stadium,E2_KPM,22.9,361.2,26.9,34.54\ncell-384,stadium,O1_PM,34.0,221.4,23.3,12.57\ncell-569,stadium,E2_KPM,19.9,239.0,26.5,13.37\ncell-569,stadium,O1_PM,62.7,456.6,48.3,31.22\ncell-605,south_cluster,O1_PM,70.5,489.3,50.0,16.34\ncell-605,south_cluster,E2_KPM,63.0,206.9,47.7,1.43\ncell-641,north_cluster,O1_PM,41.8,506.3,33.3,32.52\ncell-641,north_cluster,E2_KPM,33.0,568.0,25.5,29.89\ncell-659,north_cluster,E2_KPM,73.7,364.8,54.4,6.29\ncell-659,north_cluster,O1_PM,64.7,438.8,46.8,22.00\ncell-693,hospital_zone,O1_PM,68.1,451.1,46.6,5.76\ncell-693,hospital_zone,E2_KPM,18.7,384.5,18.6,13.68\ncell-762,south_cluster,O1_PM,67.9,235.8,40.1,31.17\ncell-762,south_cluster,E2_KPM,31.1,334.2,31.4,30.76\ncell-785,south_cluster,E2_KPM,69.0,369.7,41.7,4.70\ncell-785,south_cluster,O1_PM,65.5,411.6,41.0,25.38\ncell-864,hospital_zone,O1_PM,48.0,192.3,35.7,1.13\ncell-864,hospital_zone,E2_KPM,54.2,80.5,42.1,10.77\ncell-878,stadium,E2_KPM,74.4,643.3,54.9,20.95\ncell-878,stadium,O1_PM,74.2,250.0,46.2,15.10\n", "truth": {"action": "prioritise", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9c802787bdd834b577a0490aa787baf7a91c42dfd4b8ebd8856c9c745730073d", "telemetry_sha256": "99d307f4ee812e7ab3ecf428b2ebdcf00d53ad6f04327a79e124d95b48289ece", "tokens_cl100k": {"telemetry": 1152, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-226", "edge_ue_thr_mbps": "cell-605"}, "decoy_cell": "cell-864", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0104", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "The network operator covenants to revoke all temporary priority overrides and restore Lumen Media consumer video streaming to default baseline configuration across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-24T13:54:54Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,stadium,O1_PM,24.8,574.8,29.6,6.53\ncell-122,stadium,E2_KPM,30.1,486.3,32.5,11.36\ncell-131,south_cluster,E2_KPM,33.8,122.5,31.0,8.61\ncell-131,south_cluster,O1_PM,40.6,131.7,34.5,25.47\ncell-162,south_cluster,E2_KPM,19.9,404.4,20.6,21.62\ncell-162,south_cluster,O1_PM,27.3,86.2,24.7,9.62\ncell-214,stadium,O1_PM,20.3,48.4,19.2,14.03\ncell-214,stadium,E2_KPM,69.1,286.3,45.8,10.45\ncell-249,north_cluster,E2_KPM,70.5,326.8,49.7,9.20\ncell-249,north_cluster,O1_PM,64.8,258.0,44.1,21.10\ncell-262,south_cluster,E2_KPM,61.2,224.4,39.6,17.24\ncell-262,south_cluster,O1_PM,41.6,42.3,30.0,30.40\ncell-304,south_cluster,O1_PM,47.3,488.9,36.5,5.66\ncell-304,south_cluster,E2_KPM,61.9,399.8,39.1,8.29\ncell-375,south_cluster,O1_PM,68.1,639.5,47.0,6.87\ncell-375,south_cluster,E2_KPM,34.0,506.6,27.9,34.19\ncell-504,north_cluster,E2_KPM,71.9,199.6,52.1,11.96\ncell-504,north_cluster,O1_PM,28.0,151.3,28.5,24.60\ncell-515,north_cluster,O1_PM,69.4,75.2,51.5,25.68\ncell-515,north_cluster,E2_KPM,30.6,441.0,29.3,19.59\ncell-598,hospital_zone,E2_KPM,46.5,395.7,40.7,11.20\ncell-598,hospital_zone,O1_PM,17.9,577.9,24.6,11.56\ncell-602,hospital_zone,E2_KPM,67.6,59.2,43.9,33.08\ncell-602,hospital_zone,O1_PM,90.8,283.6,29.1,31.81\ncell-655,hospital_zone,E2_KPM,26.9,61.2,22.8,1.07\ncell-655,hospital_zone,O1_PM,48.8,322.2,30.7,20.62\ncell-657,hospital_zone,E2_KPM,38.1,520.9,34.4,4.92\ncell-657,hospital_zone,O1_PM,47.4,569.8,37.4,5.96\ncell-678,stadium,O1_PM,53.7,452.0,40.2,27.44\ncell-678,stadium,E2_KPM,37.1,571.0,33.5,33.26\ncell-702,north_cluster,O1_PM,28.1,266.2,27.4,29.88\ncell-702,north_cluster,E2_KPM,18.3,357.7,20.7,14.44\ncell-779,north_cluster,O1_PM,28.3,555.1,29.7,10.27\ncell-779,north_cluster,E2_KPM,45.5,93.7,31.0,18.73\ncell-898,stadium,O1_PM,30.3,300.0,23.6,23.75\ncell-898,stadium,E2_KPM,32.1,558.5,24.1,9.16\ncell-905,hospital_zone,E2_KPM,23.3,372.2,23.6,12.11\ncell-905,hospital_zone,O1_PM,21.2,420.4,20.4,16.49\ncell-909,hospital_zone,E2_KPM,74.0,368.6,50.2,9.57\ncell-909,hospital_zone,O1_PM,25.8,513.7,30.5,16.76\ncell-946,stadium,E2_KPM,88.2,540.7,53.7,5.30\ncell-946,stadium,O1_PM,41.5,395.4,32.8,6.01\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "963da75e85109e7d8b6c6cc9234bb9021b043c119e29c056a69f3a920c1ed80b", "telemetry_sha256": "6880cf6daeaf8c56594393415d2ce485967d56ee4ab0911f3bdef5366ad63b47", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-946", "edge_ue_thr_mbps": "cell-655"}, "decoy_cell": "cell-602"}}
+{"case_id": "ranintent_v1_test_0105", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Exposure API note: Reduce scheduling precedence for our bulk edge analytics upload streams to low priority in the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-14T10:43:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,north_cluster,E2_KPM,93.3,106.1,59.8,11.25\ncell-151,north_cluster,O1_PM,40.9,250.5,26.7,26.88\ncell-170,stadium,O1_PM,48.1,433.6,33.4,25.83\ncell-170,stadium,E2_KPM,77.4,333.8,52.5,30.61\ncell-177,south_cluster,E2_KPM,15.9,389.0,16.5,1.05\ncell-177,south_cluster,O1_PM,45.0,522.4,34.0,32.10\ncell-235,north_cluster,E2_KPM,84.0,188.1,59.7,27.59\ncell-235,north_cluster,O1_PM,19.1,646.5,24.5,11.08\ncell-236,stadium,O1_PM,66.1,541.5,41.9,15.00\ncell-236,stadium,E2_KPM,80.6,444.2,52.1,19.08\ncell-323,south_cluster,E2_KPM,34.7,54.4,34.3,13.67\ncell-323,south_cluster,O1_PM,38.2,510.4,28.1,12.35\ncell-327,south_cluster,E2_KPM,51.2,591.6,42.2,16.91\ncell-327,south_cluster,O1_PM,61.4,107.9,38.4,25.39\ncell-337,north_cluster,O1_PM,84.8,588.1,58.2,9.02\ncell-337,north_cluster,E2_KPM,56.7,225.9,39.7,4.56\ncell-372,hospital_zone,E2_KPM,27.6,167.5,26.0,23.26\ncell-372,hospital_zone,O1_PM,94.9,463.7,20.4,14.28\ncell-410,north_cluster,O1_PM,44.5,387.8,30.7,16.82\ncell-410,north_cluster,E2_KPM,62.4,225.0,40.6,7.62\ncell-423,hospital_zone,O1_PM,68.0,480.4,51.2,22.36\ncell-423,hospital_zone,E2_KPM,17.0,207.2,24.6,23.70\ncell-435,hospital_zone,O1_PM,76.2,206.8,44.6,13.28\ncell-435,hospital_zone,E2_KPM,68.8,577.8,48.9,12.84\ncell-487,stadium,E2_KPM,36.9,375.0,27.9,24.51\ncell-487,stadium,O1_PM,50.5,394.3,38.0,7.60\ncell-497,stadium,O1_PM,45.2,321.4,36.1,22.02\ncell-497,stadium,E2_KPM,19.7,360.4,23.1,18.12\ncell-498,south_cluster,O1_PM,55.4,342.2,42.5,25.76\ncell-498,south_cluster,E2_KPM,66.1,138.6,46.3,10.93\ncell-555,north_cluster,O1_PM,67.1,436.3,44.2,19.95\ncell-555,north_cluster,E2_KPM,20.7,330.3,27.3,17.38\ncell-589,south_cluster,O1_PM,35.8,471.9,25.7,33.10\ncell-589,south_cluster,E2_KPM,44.6,349.2,36.5,18.19\ncell-774,hospital_zone,E2_KPM,36.4,144.3,25.4,25.97\ncell-774,hospital_zone,O1_PM,46.2,571.9,30.1,17.72\ncell-797,south_cluster,O1_PM,30.2,216.2,29.2,29.70\ncell-797,south_cluster,E2_KPM,52.6,341.3,35.7,29.83\ncell-822,hospital_zone,O1_PM,16.7,317.5,25.5,25.73\ncell-822,hospital_zone,E2_KPM,29.7,102.3,27.0,12.26\ncell-854,stadium,O1_PM,21.5,297.2,19.8,9.05\ncell-854,stadium,E2_KPM,34.2,192.5,24.8,5.29\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "north_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "a1221849e83b89ae8ef6ae209b13120b7adeea469dc9a4f69840c6bf28a39143", "telemetry_sha256": "f86ca80fb83251ffa6d06c1d77fdd3620402900f5ec8bdeac1be267205c7d05c", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-151", "edge_ue_thr_mbps": "cell-177"}, "decoy_cell": "cell-372"}}
+{"case_id": "ranintent_v1_test_0106", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, elevate sensor and meter telemetry data to high priority across the south cluster until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-28T06:24:55Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-150,north_cluster,E2_KPM,58.0,95.8,35.7,0.84\ncell-150,north_cluster,O1_PM,78.4,549.3,47.7,21.73\ncell-170,hospital_zone,E2_KPM,34.1,350.6,26.0,34.25\ncell-170,hospital_zone,O1_PM,91.5,577.7,43.5,19.53\ncell-207,hospital_zone,O1_PM,18.4,616.0,22.8,26.91\ncell-207,hospital_zone,E2_KPM,51.6,486.7,43.3,9.74\ncell-289,stadium,E2_KPM,23.3,586.4,21.0,32.83\ncell-289,stadium,O1_PM,44.4,380.6,28.2,8.52\ncell-303,north_cluster,E2_KPM,17.7,620.6,18.5,32.86\ncell-303,north_cluster,O1_PM,19.6,460.4,21.0,11.29\ncell-322,stadium,O1_PM,51.0,621.2,32.9,13.52\ncell-322,stadium,E2_KPM,38.1,589.8,36.2,27.66\ncell-331,stadium,O1_PM,41.5,185.1,29.4,32.28\ncell-331,stadium,E2_KPM,15.9,361.3,20.5,23.83\ncell-359,south_cluster,E2_KPM,31.1,125.5,24.3,23.20\ncell-359,south_cluster,O1_PM,57.3,131.1,34.8,26.24\ncell-384,north_cluster,O1_PM,43.2,592.1,31.6,11.48\ncell-384,north_cluster,E2_KPM,74.9,291.7,47.4,10.80\ncell-394,hospital_zone,E2_KPM,66.4,391.5,41.7,19.33\ncell-394,hospital_zone,O1_PM,40.7,475.2,26.8,18.02\ncell-437,hospital_zone,O1_PM,24.0,482.2,20.9,7.98\ncell-437,hospital_zone,E2_KPM,48.7,326.1,32.6,24.30\ncell-467,stadium,O1_PM,18.7,331.9,23.9,13.91\ncell-467,stadium,E2_KPM,68.0,275.5,42.5,14.52\ncell-505,south_cluster,O1_PM,55.9,608.0,43.9,12.82\ncell-505,south_cluster,E2_KPM,66.1,321.3,45.6,14.40\ncell-573,south_cluster,O1_PM,74.9,630.8,43.5,7.45\ncell-573,south_cluster,E2_KPM,89.8,298.5,60.3,32.03\ncell-591,north_cluster,O1_PM,54.6,84.0,43.5,22.30\ncell-591,north_cluster,E2_KPM,51.1,288.1,32.9,34.51\ncell-610,south_cluster,O1_PM,79.2,476.6,56.3,17.95\ncell-610,south_cluster,E2_KPM,61.0,286.0,46.0,18.78\ncell-644,south_cluster,O1_PM,76.4,121.3,45.4,31.90\ncell-644,south_cluster,E2_KPM,60.0,457.3,43.8,28.91\ncell-751,hospital_zone,E2_KPM,23.1,482.9,28.9,27.75\ncell-751,hospital_zone,O1_PM,33.4,509.2,23.7,4.39\ncell-764,stadium,O1_PM,47.2,325.5,29.9,18.64\ncell-764,stadium,E2_KPM,70.0,380.4,52.3,9.95\ncell-912,north_cluster,E2_KPM,19.3,285.5,17.9,34.11\ncell-912,north_cluster,O1_PM,49.5,112.6,35.9,21.39\ncell-980,stadium,O1_PM,64.5,301.3,47.5,24.00\ncell-980,stadium,E2_KPM,43.4,299.6,37.0,28.22\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c769a2167783700a91f2f55074b3e4eb69515bcb11baabe8a4a40eff0ed2e830", "telemetry_sha256": "84608464c4e32cdc2b3dcc52e86654e1b5f7ef65d14f9eed9e8f43a467b16e1d", "tokens_cl100k": {"telemetry": 1152, "text": 18}, "extreme_cells": {"prb_util_pct": "cell-573", "edge_ue_thr_mbps": "cell-150"}, "decoy_cell": "cell-170"}}
+{"case_id": "ranintent_v1_test_0107", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello RAN team, please prioritize low-rate sensor and meter reporting data up to critical highest priority across all cells in the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-21T14:52:10Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-148,stadium,E2_KPM,58.5,264.3,38.6,5.61\ncell-148,stadium,O1_PM,16.9,481.7,19.1,21.19\ncell-155,south_cluster,E2_KPM,73.0,564.6,50.7,15.88\ncell-155,south_cluster,O1_PM,75.0,532.9,52.6,27.04\ncell-175,hospital_zone,E2_KPM,52.8,470.6,34.3,11.73\ncell-175,hospital_zone,O1_PM,76.5,207.8,48.9,10.90\ncell-259,hospital_zone,E2_KPM,49.3,292.3,31.9,17.86\ncell-259,hospital_zone,O1_PM,72.9,166.7,46.0,6.73\ncell-299,south_cluster,O1_PM,54.7,503.0,33.7,33.30\ncell-299,south_cluster,E2_KPM,44.5,592.3,35.2,23.14\ncell-369,hospital_zone,O1_PM,20.0,246.5,16.6,13.09\ncell-369,hospital_zone,E2_KPM,36.1,603.9,31.1,0.79\ncell-372,north_cluster,O1_PM,69.0,435.8,47.9,4.55\ncell-372,north_cluster,E2_KPM,86.1,391.1,56.4,19.82\ncell-426,north_cluster,O1_PM,21.1,225.8,20.7,31.87\ncell-426,north_cluster,E2_KPM,64.2,431.8,39.3,31.81\ncell-437,stadium,O1_PM,50.9,587.7,32.1,13.28\ncell-437,stadium,E2_KPM,23.1,147.8,21.3,24.41\ncell-465,north_cluster,O1_PM,48.1,111.1,30.4,14.76\ncell-465,north_cluster,E2_KPM,60.6,509.6,41.5,3.91\ncell-473,south_cluster,O1_PM,26.3,262.7,19.2,9.99\ncell-473,south_cluster,E2_KPM,40.8,110.3,29.2,28.68\ncell-577,stadium,E2_KPM,59.2,168.4,47.3,20.42\ncell-577,stadium,O1_PM,75.7,250.0,48.1,13.47\ncell-621,hospital_zone,O1_PM,77.2,78.4,47.6,4.84\ncell-621,hospital_zone,E2_KPM,72.3,558.7,47.5,15.34\ncell-697,stadium,O1_PM,39.8,47.2,35.2,19.27\ncell-697,stadium,E2_KPM,46.1,172.6,33.7,4.68\ncell-717,north_cluster,E2_KPM,64.9,294.3,48.4,15.54\ncell-717,north_cluster,O1_PM,18.8,645.9,16.3,21.75\ncell-774,hospital_zone,E2_KPM,62.5,620.2,38.2,12.23\ncell-774,hospital_zone,O1_PM,89.5,399.0,47.3,3.89\ncell-877,south_cluster,O1_PM,33.2,255.0,34.2,15.17\ncell-877,south_cluster,E2_KPM,17.4,541.3,21.8,5.60\ncell-930,north_cluster,E2_KPM,62.8,245.0,38.3,30.59\ncell-930,north_cluster,O1_PM,38.4,198.7,33.3,31.46\ncell-980,hospital_zone,O1_PM,66.3,177.1,50.8,11.08\ncell-980,hospital_zone,E2_KPM,29.8,308.9,31.0,18.45\ncell-983,south_cluster,O1_PM,47.3,452.8,40.8,22.24\ncell-983,south_cluster,E2_KPM,55.8,629.4,45.5,8.17\ncell-988,stadium,O1_PM,55.4,202.6,39.0,25.36\ncell-988,stadium,E2_KPM,50.4,137.3,40.0,20.34\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8ea0eecb44bca149d712623b3a82fd7369a71c5e6cbdb74b13db0adf63073ba9", "telemetry_sha256": "f857bd01a023f0805cc1dcb723eeacdd85c13c7a8b60ad21b56191351092a083", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-372", "edge_ue_thr_mbps": "cell-369"}, "decoy_cell": "cell-774"}}
+{"case_id": "ranintent_v1_test_0108", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Trouble Ticket: Revert interactive XR gaming flows to default standard QoS on cells facing maximum load, clearing prior changes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T13:38:07Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,north_cluster,O1_PM,73.1,54.6,44.4,20.64\ncell-108,north_cluster,E2_KPM,67.8,45.5,42.5,29.24\ncell-120,north_cluster,O1_PM,77.5,65.1,56.1,16.59\ncell-120,north_cluster,E2_KPM,54.1,350.8,41.9,18.54\ncell-288,stadium,E2_KPM,87.4,238.7,53.2,18.79\ncell-288,stadium,O1_PM,68.5,40.5,46.8,32.60\ncell-292,south_cluster,E2_KPM,47.2,536.0,33.8,1.61\ncell-292,south_cluster,O1_PM,18.5,439.0,27.0,29.86\ncell-393,stadium,E2_KPM,28.3,628.6,26.2,6.61\ncell-393,stadium,O1_PM,37.0,293.9,27.5,32.58\ncell-413,hospital_zone,O1_PM,65.4,252.0,43.2,7.67\ncell-413,hospital_zone,E2_KPM,20.9,221.0,22.6,13.23\ncell-461,north_cluster,E2_KPM,63.1,646.4,48.0,26.38\ncell-461,north_cluster,O1_PM,41.5,209.8,32.5,13.38\ncell-494,stadium,E2_KPM,82.6,121.0,51.4,23.83\ncell-494,stadium,O1_PM,59.9,602.8,41.7,16.43\ncell-528,north_cluster,E2_KPM,64.5,261.7,49.8,31.11\ncell-528,north_cluster,O1_PM,43.1,512.5,29.6,22.05\ncell-567,hospital_zone,O1_PM,81.0,86.7,46.9,14.06\ncell-567,hospital_zone,E2_KPM,95.5,140.4,62.4,13.33\ncell-617,hospital_zone,E2_KPM,35.5,204.5,30.4,18.91\ncell-617,hospital_zone,O1_PM,32.9,468.7,32.3,24.25\ncell-633,hospital_zone,O1_PM,75.9,303.8,45.2,12.96\ncell-633,hospital_zone,E2_KPM,55.6,387.7,44.1,25.72\ncell-640,hospital_zone,O1_PM,75.8,320.3,53.2,10.60\ncell-640,hospital_zone,E2_KPM,79.3,63.0,57.6,7.62\ncell-706,south_cluster,E2_KPM,46.4,372.0,37.3,27.51\ncell-706,south_cluster,O1_PM,57.9,193.1,35.6,11.92\ncell-769,north_cluster,O1_PM,73.7,481.4,43.0,31.03\ncell-769,north_cluster,E2_KPM,58.6,552.0,42.1,18.43\ncell-774,south_cluster,O1_PM,66.0,233.8,45.5,17.20\ncell-774,south_cluster,E2_KPM,37.7,56.1,31.6,19.22\ncell-831,stadium,O1_PM,53.9,463.7,38.8,22.48\ncell-831,stadium,E2_KPM,77.6,568.3,54.1,25.38\ncell-852,stadium,E2_KPM,59.5,514.9,37.9,17.28\ncell-852,stadium,O1_PM,42.8,173.3,29.7,13.50\ncell-893,south_cluster,O1_PM,15.7,334.2,18.6,22.46\ncell-893,south_cluster,E2_KPM,43.0,542.3,39.3,25.48\ncell-899,hospital_zone,O1_PM,42.4,459.7,34.6,21.61\ncell-899,hospital_zone,E2_KPM,43.8,278.4,31.5,30.90\ncell-913,south_cluster,O1_PM,23.4,265.0,29.1,23.60\ncell-913,south_cluster,E2_KPM,29.6,41.1,22.6,15.56\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "399cc880a663e63e40711c7a5f7abb1495951ccb8b490949bcd1be202743c121", "telemetry_sha256": "8621aac989d01ee21a89eb41ac608269e13bea9df2f5b7effa0bfa347f0c9a25", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-567", "edge_ue_thr_mbps": "cell-292"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0109", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media: guarantee at least 70% radio bandwidth for interactive gaming and XR traffic on cells where edge clients experience lowest data rates for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-12T13:31:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-239,north_cluster,E2_KPM,56.5,586.6,39.3,33.16\ncell-239,north_cluster,O1_PM,64.0,95.6,41.0,27.84\ncell-245,north_cluster,O1_PM,76.2,65.5,49.2,9.97\ncell-245,north_cluster,E2_KPM,56.6,556.7,40.1,30.33\ncell-276,south_cluster,O1_PM,78.5,396.4,55.3,9.60\ncell-276,south_cluster,E2_KPM,73.5,437.9,54.2,27.23\ncell-303,stadium,E2_KPM,65.6,233.5,43.8,4.91\ncell-303,stadium,O1_PM,57.0,192.1,46.2,15.87\ncell-375,hospital_zone,O1_PM,43.5,122.8,29.7,31.85\ncell-375,hospital_zone,E2_KPM,29.3,524.0,28.2,18.81\ncell-437,hospital_zone,O1_PM,70.4,545.1,48.0,11.20\ncell-437,hospital_zone,E2_KPM,59.2,450.6,38.1,13.82\ncell-492,south_cluster,O1_PM,23.2,175.2,25.3,19.17\ncell-492,south_cluster,E2_KPM,74.3,181.0,44.9,25.16\ncell-538,north_cluster,O1_PM,73.6,457.7,51.2,21.73\ncell-538,north_cluster,E2_KPM,41.0,599.7,27.0,28.00\ncell-685,north_cluster,E2_KPM,39.7,459.5,35.8,29.30\ncell-685,north_cluster,O1_PM,69.2,378.1,45.9,12.41\ncell-738,south_cluster,O1_PM,43.3,161.2,37.4,8.24\ncell-738,south_cluster,E2_KPM,19.2,435.2,24.2,13.01\ncell-760,hospital_zone,O1_PM,16.7,180.2,21.7,14.93\ncell-760,hospital_zone,E2_KPM,44.7,522.8,38.1,33.98\ncell-775,hospital_zone,O1_PM,52.3,640.8,41.1,21.45\ncell-775,hospital_zone,E2_KPM,53.5,605.1,44.1,34.22\ncell-792,stadium,O1_PM,62.5,219.7,47.6,17.77\ncell-792,stadium,E2_KPM,25.2,233.2,25.3,33.84\ncell-819,hospital_zone,E2_KPM,54.2,191.6,37.9,16.51\ncell-819,hospital_zone,O1_PM,38.3,628.6,35.1,0.53\ncell-885,south_cluster,O1_PM,80.1,278.2,51.5,14.52\ncell-885,south_cluster,E2_KPM,72.7,639.9,44.8,1.41\ncell-915,stadium,E2_KPM,47.1,105.8,41.4,27.31\ncell-915,stadium,O1_PM,60.5,621.4,42.6,26.30\ncell-932,stadium,E2_KPM,28.6,362.3,23.3,4.64\ncell-932,stadium,O1_PM,52.0,63.4,39.7,11.85\ncell-940,stadium,E2_KPM,33.4,52.8,25.9,13.46\ncell-940,stadium,O1_PM,71.6,521.1,53.7,9.78\ncell-953,hospital_zone,E2_KPM,88.8,76.5,61.0,14.13\ncell-953,hospital_zone,O1_PM,77.1,554.8,55.6,26.37\ncell-984,north_cluster,E2_KPM,60.5,414.8,36.9,16.00\ncell-984,north_cluster,O1_PM,30.8,568.7,27.3,5.98\ncell-996,south_cluster,O1_PM,48.8,600.3,32.7,32.30\ncell-996,south_cluster,E2_KPM,31.5,52.6,28.3,4.54\n", "truth": {"action": "guarantee_share", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "caf213cacb37ebcca2a95b686c445b1becb4770d3542e422dfdb9d9408727da9", "telemetry_sha256": "1d0b1d680f2eb16062d47eb2c26c2af9a61031c581807263423965296b69744b", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-953", "edge_ue_thr_mbps": "cell-885"}, "decoy_cell": "cell-819", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0110", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "The network service provider covenants to assign high priority scheduling to Civic Safety Agency emergency response camera streams across all base stations experiencing peak saturation for a duration of 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-09T10:53:01Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,stadium,E2_KPM,79.5,74.4,54.3,13.72\ncell-103,stadium,O1_PM,66.3,114.6,49.5,30.84\ncell-111,north_cluster,E2_KPM,56.3,609.1,36.9,6.10\ncell-111,north_cluster,O1_PM,62.9,447.3,43.2,10.81\ncell-169,north_cluster,O1_PM,20.7,645.3,22.1,22.06\ncell-169,north_cluster,E2_KPM,74.4,195.0,54.7,27.85\ncell-251,hospital_zone,E2_KPM,29.2,267.8,28.8,23.56\ncell-251,hospital_zone,O1_PM,15.3,488.3,23.4,20.07\ncell-253,south_cluster,O1_PM,21.4,109.0,18.1,31.24\ncell-253,south_cluster,E2_KPM,44.6,463.1,29.1,16.12\ncell-287,north_cluster,O1_PM,90.4,102.9,24.1,11.49\ncell-287,north_cluster,E2_KPM,27.9,85.9,28.9,19.42\ncell-398,stadium,O1_PM,48.7,185.0,39.9,32.05\ncell-398,stadium,E2_KPM,38.3,76.1,29.2,13.94\ncell-406,stadium,E2_KPM,45.5,450.4,38.2,1.43\ncell-406,stadium,O1_PM,65.1,436.3,46.6,31.71\ncell-445,stadium,O1_PM,73.9,598.9,43.2,23.53\ncell-445,stadium,E2_KPM,40.1,627.7,27.1,16.17\ncell-457,stadium,O1_PM,16.0,416.5,20.1,27.58\ncell-457,stadium,E2_KPM,20.2,50.1,19.4,14.43\ncell-613,north_cluster,E2_KPM,26.7,520.1,27.6,28.51\ncell-613,north_cluster,O1_PM,33.4,608.6,29.6,27.95\ncell-670,hospital_zone,E2_KPM,36.3,519.3,26.5,31.98\ncell-670,hospital_zone,O1_PM,40.3,138.1,27.6,19.28\ncell-723,hospital_zone,O1_PM,62.6,323.9,41.8,17.13\ncell-723,hospital_zone,E2_KPM,27.9,437.2,24.2,14.36\ncell-756,hospital_zone,O1_PM,22.3,405.4,23.1,13.58\ncell-756,hospital_zone,E2_KPM,56.9,153.0,43.4,9.08\ncell-772,south_cluster,E2_KPM,66.6,402.7,44.9,34.80\ncell-772,south_cluster,O1_PM,44.7,162.2,36.3,34.08\ncell-806,hospital_zone,E2_KPM,16.3,192.6,16.7,20.41\ncell-806,hospital_zone,O1_PM,39.2,160.6,33.2,10.62\ncell-866,hospital_zone,O1_PM,73.0,562.2,43.3,27.98\ncell-866,hospital_zone,E2_KPM,64.2,582.1,41.3,17.22\ncell-908,north_cluster,O1_PM,21.5,101.3,24.4,18.49\ncell-908,north_cluster,E2_KPM,23.8,269.7,23.5,15.83\ncell-920,south_cluster,E2_KPM,79.6,83.6,52.6,31.55\ncell-920,south_cluster,O1_PM,55.4,433.4,38.5,31.56\ncell-925,south_cluster,O1_PM,26.0,605.5,26.7,25.78\ncell-925,south_cluster,E2_KPM,48.7,63.3,35.3,21.41\ncell-949,south_cluster,O1_PM,69.9,543.9,47.2,15.96\ncell-949,south_cluster,E2_KPM,87.8,463.5,53.5,13.05\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9838d9c94ed3470e6cd07ab3f95b1f31af6f7bee7c920b0d4b76aa062f03f5a5", "telemetry_sha256": "1a3770f7eb1c98b490b75c0ad99eb0689c086d3acbd1db772bbf0c3a63393ad5", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-949", "edge_ue_thr_mbps": "cell-406"}, "decoy_cell": "cell-287", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0111", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Exposure note: Axis Robotics requests elevating automated machinery feedback control loop traffic to high priority in the stadium cluster until the event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-26T15:13:00Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,stadium,E2_KPM,55.6,376.2,39.6,13.16\ncell-106,stadium,O1_PM,75.0,325.3,55.3,29.39\ncell-115,stadium,E2_KPM,33.3,438.1,22.7,8.42\ncell-115,stadium,O1_PM,27.1,422.2,30.7,16.92\ncell-178,stadium,E2_KPM,81.6,296.2,52.1,33.69\ncell-178,stadium,O1_PM,25.2,626.5,27.1,17.61\ncell-233,north_cluster,O1_PM,93.6,279.3,24.6,13.95\ncell-233,north_cluster,E2_KPM,74.1,139.5,50.2,31.33\ncell-332,north_cluster,O1_PM,25.5,236.1,18.9,34.69\ncell-332,north_cluster,E2_KPM,53.5,518.4,32.9,32.43\ncell-358,north_cluster,O1_PM,25.4,414.8,29.3,16.90\ncell-358,north_cluster,E2_KPM,67.1,66.3,48.3,32.09\ncell-380,hospital_zone,O1_PM,63.6,111.8,47.0,28.45\ncell-380,hospital_zone,E2_KPM,68.5,254.0,44.0,29.54\ncell-456,south_cluster,O1_PM,76.7,120.6,55.8,4.09\ncell-456,south_cluster,E2_KPM,20.9,363.7,25.2,32.08\ncell-505,stadium,E2_KPM,22.3,548.2,18.6,0.70\ncell-505,stadium,O1_PM,39.5,262.3,32.9,15.83\ncell-546,hospital_zone,E2_KPM,38.5,306.5,34.4,29.33\ncell-546,hospital_zone,O1_PM,39.0,241.8,26.3,12.09\ncell-552,hospital_zone,O1_PM,47.2,161.7,36.6,7.81\ncell-552,hospital_zone,E2_KPM,29.5,126.7,21.1,21.54\ncell-618,north_cluster,E2_KPM,17.8,85.6,24.9,11.22\ncell-618,north_cluster,O1_PM,48.9,194.6,33.7,23.51\ncell-630,south_cluster,O1_PM,53.4,487.4,35.3,15.60\ncell-630,south_cluster,E2_KPM,91.5,379.1,53.9,12.51\ncell-661,stadium,E2_KPM,80.3,403.2,56.3,31.53\ncell-661,stadium,O1_PM,77.2,169.4,44.6,12.14\ncell-665,north_cluster,E2_KPM,15.5,408.1,15.6,14.27\ncell-665,north_cluster,O1_PM,38.6,409.9,28.6,17.58\ncell-676,hospital_zone,O1_PM,55.6,608.0,38.4,13.08\ncell-676,hospital_zone,E2_KPM,30.9,249.7,28.0,9.83\ncell-754,stadium,E2_KPM,47.6,574.9,41.0,6.84\ncell-754,stadium,O1_PM,68.2,365.8,50.3,7.79\ncell-843,south_cluster,E2_KPM,46.5,592.0,38.7,26.70\ncell-843,south_cluster,O1_PM,72.3,73.3,48.6,11.62\ncell-850,south_cluster,E2_KPM,62.2,205.8,42.8,5.97\ncell-850,south_cluster,O1_PM,77.7,566.6,53.1,27.87\ncell-913,south_cluster,O1_PM,77.5,84.8,51.4,18.13\ncell-913,south_cluster,E2_KPM,45.1,155.8,34.0,20.59\ncell-998,hospital_zone,E2_KPM,61.0,366.0,36.7,10.40\ncell-998,hospital_zone,O1_PM,50.8,47.1,37.1,24.34\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7ebb6f299d90563adec25c618766bc10dd82e16f6ef661a06ed3b39e90833cd0", "telemetry_sha256": "3a58e3e98337d57143caf2864b492fc24cecb45521bf685ac95240077fea3bd3", "tokens_cl100k": {"telemetry": 1152, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-630", "edge_ue_thr_mbps": "cell-505"}, "decoy_cell": "cell-233"}}
+{"case_id": "ranintent_v1_test_0112", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Please keep customer video streaming workloads hosted on local servers right at the radio sites for cells under peak congestion until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-24T19:32:21Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-160,hospital_zone,O1_PM,72.7,358.9,49.2,28.89\ncell-160,hospital_zone,E2_KPM,47.7,324.2,34.4,7.28\ncell-221,south_cluster,O1_PM,31.6,249.9,24.2,31.13\ncell-221,south_cluster,E2_KPM,74.6,89.9,50.2,23.57\ncell-255,south_cluster,E2_KPM,18.7,138.9,27.2,15.12\ncell-255,south_cluster,O1_PM,24.4,245.4,21.1,3.68\ncell-281,south_cluster,E2_KPM,27.8,261.1,29.9,18.83\ncell-281,south_cluster,O1_PM,40.2,290.4,26.6,16.35\ncell-364,hospital_zone,O1_PM,74.4,326.2,47.8,25.52\ncell-364,hospital_zone,E2_KPM,24.4,221.4,24.1,24.87\ncell-411,north_cluster,O1_PM,47.2,107.0,38.2,29.41\ncell-411,north_cluster,E2_KPM,77.3,391.0,48.0,13.55\ncell-494,hospital_zone,E2_KPM,39.6,376.0,32.6,24.62\ncell-494,hospital_zone,O1_PM,50.7,642.8,42.7,19.12\ncell-544,north_cluster,O1_PM,65.9,227.2,43.1,34.34\ncell-544,north_cluster,E2_KPM,58.1,98.0,46.5,21.77\ncell-615,north_cluster,O1_PM,79.6,448.0,52.0,4.43\ncell-615,north_cluster,E2_KPM,31.8,55.0,28.6,33.43\ncell-630,hospital_zone,O1_PM,84.2,363.9,50.1,14.96\ncell-630,hospital_zone,E2_KPM,66.9,339.7,49.5,28.38\ncell-661,north_cluster,O1_PM,49.9,478.1,32.2,7.16\ncell-661,north_cluster,E2_KPM,77.6,399.8,56.1,23.36\ncell-675,stadium,E2_KPM,50.8,558.2,37.8,19.08\ncell-675,stadium,O1_PM,23.1,532.8,25.5,31.86\ncell-682,stadium,O1_PM,61.8,43.6,38.1,5.37\ncell-682,stadium,E2_KPM,60.1,356.2,41.3,32.69\ncell-803,stadium,O1_PM,96.8,326.1,40.5,23.50\ncell-803,stadium,E2_KPM,70.6,124.8,45.3,15.38\ncell-838,stadium,O1_PM,19.1,265.2,21.3,9.96\ncell-838,stadium,E2_KPM,19.2,102.0,15.9,0.40\ncell-872,south_cluster,O1_PM,58.7,315.3,40.6,30.75\ncell-872,south_cluster,E2_KPM,83.7,369.1,51.2,12.63\ncell-892,stadium,O1_PM,33.0,174.6,28.4,28.00\ncell-892,stadium,E2_KPM,79.9,486.6,47.8,14.91\ncell-899,hospital_zone,E2_KPM,95.2,548.5,60.8,30.93\ncell-899,hospital_zone,O1_PM,67.9,424.4,47.8,21.44\ncell-938,north_cluster,O1_PM,19.5,75.9,23.3,5.44\ncell-938,north_cluster,E2_KPM,48.2,44.9,41.5,34.62\ncell-947,south_cluster,E2_KPM,45.6,466.7,34.1,6.81\ncell-947,south_cluster,O1_PM,72.5,638.3,52.2,33.25\ncell-980,stadium,E2_KPM,46.9,208.1,30.9,11.79\ncell-980,stadium,O1_PM,26.2,506.8,22.9,10.80\n", "truth": {"action": "restrict_edge", "class": "video_streaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "on_site", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d639cbdf1cd5570fcdbf81e001fd8fe64193e0fac8803f1e0cd6010637c8a7c6", "telemetry_sha256": "7a52f00f798f6063b9be15c3343a63824e3076101e1eeb84f0ac7c3f3b3f022f", "tokens_cl100k": {"telemetry": 1152, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-899", "edge_ue_thr_mbps": "cell-838"}, "decoy_cell": "cell-803", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0113", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello team, please decrease the scheduling precedence of generic best-effort internet traffic to low priority on cells operating under peak congestion. This deprioritization should last fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-08T15:23:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,stadium,O1_PM,56.1,461.7,38.5,16.76\ncell-118,stadium,E2_KPM,72.2,183.5,43.6,7.19\ncell-148,stadium,E2_KPM,20.7,512.8,22.8,31.65\ncell-148,stadium,O1_PM,44.3,580.9,38.9,18.38\ncell-164,stadium,E2_KPM,36.0,552.8,29.5,27.59\ncell-164,stadium,O1_PM,74.6,579.9,54.4,30.52\ncell-191,stadium,O1_PM,83.2,312.1,58.5,11.63\ncell-191,stadium,E2_KPM,78.8,139.8,56.1,11.94\ncell-206,stadium,E2_KPM,44.9,546.4,33.6,16.50\ncell-206,stadium,O1_PM,17.6,234.4,17.2,15.38\ncell-243,hospital_zone,E2_KPM,64.8,104.5,46.1,6.87\ncell-243,hospital_zone,O1_PM,64.4,601.9,46.7,8.62\ncell-272,north_cluster,O1_PM,55.3,246.1,35.4,11.25\ncell-272,north_cluster,E2_KPM,42.0,526.3,34.2,24.00\ncell-275,south_cluster,E2_KPM,68.2,223.2,49.5,14.51\ncell-275,south_cluster,O1_PM,74.0,269.4,53.9,5.33\ncell-296,hospital_zone,E2_KPM,27.4,170.2,22.5,18.11\ncell-296,hospital_zone,O1_PM,34.8,584.5,34.0,29.26\ncell-333,south_cluster,O1_PM,60.1,216.7,38.4,4.50\ncell-333,south_cluster,E2_KPM,75.4,370.5,44.3,29.51\ncell-357,north_cluster,O1_PM,72.0,173.9,46.4,25.90\ncell-357,north_cluster,E2_KPM,80.1,184.5,48.4,14.82\ncell-433,north_cluster,O1_PM,52.6,569.7,32.8,16.17\ncell-433,north_cluster,E2_KPM,73.3,281.6,45.6,22.79\ncell-460,hospital_zone,O1_PM,45.9,529.6,38.8,13.16\ncell-460,hospital_zone,E2_KPM,27.9,323.7,29.4,10.37\ncell-594,hospital_zone,E2_KPM,35.0,178.9,30.3,20.45\ncell-594,hospital_zone,O1_PM,75.1,327.2,53.0,31.92\ncell-605,north_cluster,E2_KPM,84.5,424.6,49.9,11.95\ncell-605,north_cluster,O1_PM,61.0,105.6,48.5,14.45\ncell-630,south_cluster,E2_KPM,59.3,312.2,39.1,1.07\ncell-630,south_cluster,O1_PM,37.2,310.0,25.5,13.78\ncell-671,south_cluster,E2_KPM,38.4,523.6,35.0,30.22\ncell-671,south_cluster,O1_PM,80.8,608.7,52.6,34.72\ncell-700,north_cluster,O1_PM,66.1,418.1,40.4,11.96\ncell-700,north_cluster,E2_KPM,93.6,199.8,63.0,5.63\ncell-719,north_cluster,O1_PM,50.7,318.5,43.0,25.43\ncell-719,north_cluster,E2_KPM,57.1,269.5,34.9,33.43\ncell-764,south_cluster,O1_PM,23.1,78.4,24.0,14.56\ncell-764,south_cluster,E2_KPM,69.4,300.9,50.0,13.23\ncell-883,hospital_zone,E2_KPM,43.1,523.8,32.1,10.88\ncell-883,hospital_zone,O1_PM,96.0,278.8,35.9,14.91\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d6ade49c5950059aa2a66276ff5243bd35fd79273cb666934755823957d072da", "telemetry_sha256": "27e01b110b54f6ef405bf595288e3493acf9fae88e84d6524aff2c30afcbce8e", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-700", "edge_ue_thr_mbps": "cell-630"}, "decoy_cell": "cell-883", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0114", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Customer Support Ticket: Lumen Media requests dropping previous overrides and restoring cloud gaming and XR streams to default standard configuration across the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-24T18:44:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,stadium,E2_KPM,74.0,370.3,53.8,13.16\ncell-122,stadium,O1_PM,23.5,105.3,20.7,34.75\ncell-137,hospital_zone,O1_PM,63.1,644.4,48.1,5.27\ncell-137,hospital_zone,E2_KPM,71.4,460.6,52.8,0.91\ncell-162,north_cluster,O1_PM,85.9,223.8,55.9,23.58\ncell-162,north_cluster,E2_KPM,78.0,46.3,47.7,27.73\ncell-247,south_cluster,O1_PM,48.4,217.1,32.8,27.35\ncell-247,south_cluster,E2_KPM,42.8,198.6,37.3,29.12\ncell-282,north_cluster,E2_KPM,17.3,325.5,20.3,32.55\ncell-282,north_cluster,O1_PM,82.0,256.9,54.4,30.30\ncell-301,south_cluster,E2_KPM,22.2,542.7,25.9,31.37\ncell-301,south_cluster,O1_PM,22.0,89.4,24.8,6.79\ncell-321,stadium,O1_PM,33.9,455.5,28.2,30.91\ncell-321,stadium,E2_KPM,94.5,639.4,57.8,13.70\ncell-323,stadium,O1_PM,35.6,617.2,30.1,31.70\ncell-323,stadium,E2_KPM,28.0,328.8,30.8,4.75\ncell-370,south_cluster,O1_PM,97.9,569.2,22.6,6.78\ncell-370,south_cluster,E2_KPM,50.0,205.2,35.4,23.01\ncell-387,stadium,O1_PM,80.5,86.3,57.7,27.95\ncell-387,stadium,E2_KPM,34.1,636.4,29.7,31.77\ncell-455,north_cluster,O1_PM,32.5,395.1,29.3,26.13\ncell-455,north_cluster,E2_KPM,20.9,155.8,21.4,26.28\ncell-467,north_cluster,O1_PM,41.0,74.3,36.6,30.85\ncell-467,north_cluster,E2_KPM,75.7,165.1,54.6,29.59\ncell-468,south_cluster,E2_KPM,45.6,446.6,32.8,7.74\ncell-468,south_cluster,O1_PM,43.9,433.4,36.5,26.26\ncell-470,south_cluster,O1_PM,32.6,400.2,23.3,20.41\ncell-470,south_cluster,E2_KPM,69.0,380.1,40.8,12.06\ncell-476,hospital_zone,E2_KPM,55.5,538.5,34.6,9.26\ncell-476,hospital_zone,O1_PM,47.3,296.9,35.4,28.39\ncell-486,north_cluster,E2_KPM,50.6,170.9,33.5,13.57\ncell-486,north_cluster,O1_PM,81.0,161.1,47.2,12.13\ncell-593,hospital_zone,O1_PM,85.1,163.3,59.7,32.83\ncell-593,hospital_zone,E2_KPM,71.3,588.7,48.1,11.18\ncell-712,north_cluster,E2_KPM,54.5,278.4,37.0,20.73\ncell-712,north_cluster,O1_PM,22.6,541.6,27.7,4.91\ncell-765,hospital_zone,E2_KPM,36.5,578.1,26.3,8.87\ncell-765,hospital_zone,O1_PM,26.0,513.3,27.5,9.22\ncell-876,stadium,O1_PM,60.2,118.5,47.6,24.83\ncell-876,stadium,E2_KPM,46.3,384.1,37.6,4.16\ncell-884,hospital_zone,E2_KPM,77.6,81.7,49.5,32.94\ncell-884,hospital_zone,O1_PM,45.6,326.3,35.6,29.60\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "e408dae6a3b5da38ef29e3edf46cb9c40cf9de504fd7c7b78a1e54286a07ee8b", "telemetry_sha256": "a5b1bcb6985535690662b2ad3ba33580beea220d1b0f98ffdea264889a4805c0", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-321", "edge_ue_thr_mbps": "cell-137"}, "decoy_cell": "cell-370"}}
+{"case_id": "ranintent_v1_test_0115", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety: elevate streaming feeds from ambulance and officer cameras to critical priority in the hospital zone for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-18T15:46:38Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-164,south_cluster,E2_KPM,41.4,440.4,34.0,26.18\ncell-164,south_cluster,O1_PM,37.3,514.0,32.9,18.28\ncell-187,south_cluster,O1_PM,27.8,275.1,24.7,7.82\ncell-187,south_cluster,E2_KPM,43.7,66.1,28.3,20.05\ncell-244,stadium,E2_KPM,53.9,623.4,33.1,9.13\ncell-244,stadium,O1_PM,72.3,170.6,45.5,32.65\ncell-309,south_cluster,O1_PM,71.4,524.6,49.5,19.35\ncell-309,south_cluster,E2_KPM,32.6,479.3,33.1,34.10\ncell-317,south_cluster,E2_KPM,59.4,569.6,43.9,11.92\ncell-317,south_cluster,O1_PM,19.3,161.5,18.2,7.33\ncell-337,stadium,E2_KPM,58.8,507.3,36.4,15.92\ncell-337,stadium,O1_PM,15.6,112.1,21.2,9.26\ncell-396,north_cluster,E2_KPM,51.4,353.1,37.4,26.89\ncell-396,north_cluster,O1_PM,63.5,411.2,37.9,13.54\ncell-405,north_cluster,E2_KPM,75.1,540.9,48.9,33.67\ncell-405,north_cluster,O1_PM,45.4,330.3,37.6,18.45\ncell-411,stadium,E2_KPM,38.2,283.2,31.9,19.32\ncell-411,stadium,O1_PM,57.6,631.5,46.0,8.67\ncell-412,south_cluster,E2_KPM,81.5,204.4,53.6,1.71\ncell-412,south_cluster,O1_PM,36.7,567.8,34.2,28.10\ncell-428,north_cluster,E2_KPM,37.1,54.2,36.5,27.30\ncell-428,north_cluster,O1_PM,47.1,288.8,30.8,5.45\ncell-434,hospital_zone,E2_KPM,28.6,484.2,30.5,7.71\ncell-434,hospital_zone,O1_PM,42.0,476.7,36.5,25.61\ncell-571,stadium,O1_PM,29.3,113.3,32.0,16.35\ncell-571,stadium,E2_KPM,62.0,586.2,48.8,33.35\ncell-667,hospital_zone,O1_PM,17.8,83.9,16.3,9.42\ncell-667,hospital_zone,E2_KPM,23.2,355.3,20.2,33.00\ncell-725,stadium,O1_PM,26.6,505.9,21.7,34.92\ncell-725,stadium,E2_KPM,55.8,632.1,42.2,8.44\ncell-784,north_cluster,E2_KPM,16.9,618.4,17.0,7.65\ncell-784,north_cluster,O1_PM,67.9,548.6,40.8,23.42\ncell-867,north_cluster,E2_KPM,51.0,223.0,32.3,22.45\ncell-867,north_cluster,O1_PM,55.1,279.1,34.8,25.02\ncell-886,hospital_zone,O1_PM,61.0,642.2,37.4,17.11\ncell-886,hospital_zone,E2_KPM,89.9,366.0,51.2,16.87\ncell-912,hospital_zone,E2_KPM,69.8,642.5,48.3,6.73\ncell-912,hospital_zone,O1_PM,58.5,208.0,42.4,15.85\ncell-935,stadium,O1_PM,93.3,602.1,45.2,32.42\ncell-935,stadium,E2_KPM,18.9,261.8,23.0,11.35\ncell-939,hospital_zone,E2_KPM,30.6,473.2,29.6,9.34\ncell-939,hospital_zone,O1_PM,35.0,263.7,32.5,13.67\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2c090ccaec9b7f59e97bdb7f94673473dc2b9e32bf06358db3b299d12553abf1", "telemetry_sha256": "e2134ee241b82494724dbeafbb0c0e60ade4a838c60c81c97c6f27f74be843a7", "tokens_cl100k": {"telemetry": 1152, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-886", "edge_ue_thr_mbps": "cell-412"}, "decoy_cell": "cell-935"}}
+{"case_id": "ranintent_v1_test_0116", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media mandates that the operator shall rescind all preceding QoS rules and restore consumer video streaming traffic to default standard profile across all cells where peripheral users observe minimum throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-12T11:05:05Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-220,hospital_zone,O1_PM,15.3,491.4,25.2,23.09\ncell-220,hospital_zone,E2_KPM,17.9,225.8,24.7,32.48\ncell-313,south_cluster,O1_PM,47.7,424.9,38.8,33.23\ncell-313,south_cluster,E2_KPM,88.3,597.9,60.3,13.49\ncell-340,hospital_zone,E2_KPM,31.5,181.3,27.4,5.00\ncell-340,hospital_zone,O1_PM,77.4,339.1,47.6,23.72\ncell-433,stadium,E2_KPM,15.3,353.2,22.7,8.12\ncell-433,stadium,O1_PM,50.5,289.4,37.3,12.33\ncell-492,stadium,O1_PM,66.3,488.1,43.2,25.60\ncell-492,stadium,E2_KPM,48.0,336.9,35.0,16.48\ncell-503,north_cluster,E2_KPM,32.7,289.6,24.4,29.05\ncell-503,north_cluster,O1_PM,43.1,645.1,31.0,9.15\ncell-515,north_cluster,O1_PM,25.6,211.5,22.4,21.74\ncell-515,north_cluster,E2_KPM,27.0,477.8,24.5,1.05\ncell-525,hospital_zone,E2_KPM,66.3,95.0,43.9,26.84\ncell-525,hospital_zone,O1_PM,62.5,578.8,37.4,17.16\ncell-550,stadium,O1_PM,24.5,181.4,25.3,28.69\ncell-550,stadium,E2_KPM,77.8,99.0,54.7,12.44\ncell-563,south_cluster,E2_KPM,47.2,264.5,31.8,11.08\ncell-563,south_cluster,O1_PM,53.6,345.8,35.1,23.06\ncell-565,north_cluster,O1_PM,65.6,523.3,43.1,29.61\ncell-565,north_cluster,E2_KPM,38.9,458.6,27.4,15.52\ncell-645,south_cluster,E2_KPM,48.1,283.0,41.5,28.99\ncell-645,south_cluster,O1_PM,17.7,459.1,15.7,31.14\ncell-721,stadium,O1_PM,18.9,109.5,18.6,18.06\ncell-721,stadium,E2_KPM,29.1,127.0,26.1,12.27\ncell-755,north_cluster,E2_KPM,56.3,417.6,37.8,33.44\ncell-755,north_cluster,O1_PM,47.1,220.1,38.2,18.82\ncell-822,north_cluster,E2_KPM,65.7,564.6,42.8,19.64\ncell-822,north_cluster,O1_PM,38.3,388.9,28.1,31.71\ncell-880,hospital_zone,E2_KPM,37.7,611.9,35.8,12.41\ncell-880,hospital_zone,O1_PM,32.6,539.8,23.9,21.82\ncell-914,south_cluster,E2_KPM,79.3,416.3,51.2,27.01\ncell-914,south_cluster,O1_PM,49.6,247.3,38.0,29.34\ncell-915,hospital_zone,E2_KPM,53.8,109.2,38.3,11.07\ncell-915,hospital_zone,O1_PM,22.0,195.0,26.7,4.06\ncell-967,north_cluster,O1_PM,30.6,192.0,32.6,14.67\ncell-967,north_cluster,E2_KPM,33.5,351.3,32.4,15.86\ncell-968,south_cluster,E2_KPM,78.1,383.3,52.6,26.13\ncell-968,south_cluster,O1_PM,57.4,125.1,42.8,0.26\ncell-991,stadium,O1_PM,44.8,177.5,34.0,19.68\ncell-991,stadium,E2_KPM,29.9,488.4,30.8,17.36\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b95919411cd99eaf5aa65d7aeaaaf7e96783bb02a1660221a0aee2239de65832", "telemetry_sha256": "d51716b02d504ddc724982098cca49200a6196920333aa451e041cb4133939b9", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-313", "edge_ue_thr_mbps": "cell-515"}, "decoy_cell": "cell-968", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0117", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API request note: Cancel active QoS policies and restore subscriber streaming video traffic to its default standard handling in the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-27T07:43:07Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,O1_PM,73.6,348.9,52.5,27.66\ncell-113,south_cluster,E2_KPM,31.3,107.5,33.1,10.44\ncell-155,south_cluster,E2_KPM,17.1,294.6,17.5,18.18\ncell-155,south_cluster,O1_PM,77.9,62.8,55.5,32.16\ncell-220,hospital_zone,E2_KPM,72.7,409.8,48.0,19.87\ncell-220,hospital_zone,O1_PM,48.7,157.3,32.0,4.72\ncell-228,north_cluster,O1_PM,31.2,529.2,23.7,12.99\ncell-228,north_cluster,E2_KPM,72.2,503.6,48.1,19.11\ncell-244,north_cluster,O1_PM,59.3,501.7,43.3,27.40\ncell-244,north_cluster,E2_KPM,19.7,370.0,23.5,18.55\ncell-304,south_cluster,E2_KPM,28.9,646.2,28.2,29.60\ncell-304,south_cluster,O1_PM,36.5,477.3,30.2,12.72\ncell-327,south_cluster,E2_KPM,46.3,250.7,36.8,10.21\ncell-327,south_cluster,O1_PM,58.0,505.6,38.9,3.62\ncell-344,stadium,E2_KPM,21.8,498.4,19.9,3.67\ncell-344,stadium,O1_PM,51.7,251.0,37.0,4.33\ncell-430,north_cluster,E2_KPM,43.5,175.9,35.4,0.46\ncell-430,north_cluster,O1_PM,55.3,264.7,39.4,16.58\ncell-444,hospital_zone,O1_PM,36.7,85.1,34.2,19.97\ncell-444,hospital_zone,E2_KPM,32.6,240.5,27.9,33.86\ncell-513,stadium,E2_KPM,61.9,264.2,47.1,7.28\ncell-513,stadium,O1_PM,19.5,84.6,17.4,19.70\ncell-516,south_cluster,E2_KPM,53.8,427.6,35.2,12.21\ncell-516,south_cluster,O1_PM,91.4,342.9,23.1,33.30\ncell-564,hospital_zone,E2_KPM,29.6,245.4,31.2,9.88\ncell-564,hospital_zone,O1_PM,27.7,296.6,28.5,27.06\ncell-593,hospital_zone,E2_KPM,89.0,595.5,53.1,21.93\ncell-593,hospital_zone,O1_PM,49.8,619.7,42.7,14.34\ncell-626,south_cluster,E2_KPM,68.1,231.7,44.1,7.25\ncell-626,south_cluster,O1_PM,47.1,531.3,32.3,23.53\ncell-678,north_cluster,E2_KPM,46.1,150.1,34.2,13.70\ncell-678,north_cluster,O1_PM,65.0,139.6,42.8,18.54\ncell-818,hospital_zone,E2_KPM,65.3,74.4,48.6,26.27\ncell-818,hospital_zone,O1_PM,75.4,246.9,52.5,28.74\ncell-863,stadium,E2_KPM,15.1,390.3,15.6,4.91\ncell-863,stadium,O1_PM,21.8,523.0,25.6,22.45\ncell-878,north_cluster,E2_KPM,19.9,157.0,27.2,20.41\ncell-878,north_cluster,O1_PM,16.7,201.8,23.7,12.56\ncell-919,stadium,O1_PM,79.0,172.1,56.2,21.64\ncell-919,stadium,E2_KPM,32.5,296.6,28.7,11.63\ncell-938,stadium,E2_KPM,61.9,40.2,38.3,4.56\ncell-938,stadium,O1_PM,37.3,357.3,35.1,9.53\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "195fbef65298c866f8ae635d52cf4be5b62420c52466e3952726a77dfdbe1859", "telemetry_sha256": "d7651747d99011f2ad05b9dbf7eb04193369154f4b6b6148a53733248b46e5a9", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-593", "edge_ue_thr_mbps": "cell-430"}, "decoy_cell": "cell-516"}}
+{"case_id": "ranintent_v1_test_0118", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hey assistant, reduce our cloud gaming and XR sessions down to low priority in the hospital zone for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-02T19:21:19Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,O1_PM,70.7,640.4,41.5,30.09\ncell-109,stadium,E2_KPM,67.1,113.7,46.7,22.07\ncell-110,south_cluster,E2_KPM,66.8,83.6,46.8,25.59\ncell-110,south_cluster,O1_PM,69.5,142.3,51.7,9.98\ncell-157,south_cluster,O1_PM,62.6,402.8,49.1,29.06\ncell-157,south_cluster,E2_KPM,61.8,587.8,42.6,23.19\ncell-178,stadium,O1_PM,41.5,153.1,36.7,10.85\ncell-178,stadium,E2_KPM,52.4,390.3,43.9,29.92\ncell-185,hospital_zone,O1_PM,67.3,639.2,40.5,25.64\ncell-185,hospital_zone,E2_KPM,56.1,178.9,37.6,26.89\ncell-288,hospital_zone,O1_PM,72.1,249.5,43.5,13.30\ncell-288,hospital_zone,E2_KPM,17.4,547.7,15.8,13.03\ncell-297,north_cluster,E2_KPM,39.6,188.6,32.5,31.02\ncell-297,north_cluster,O1_PM,28.1,420.0,29.4,16.79\ncell-358,north_cluster,O1_PM,78.2,191.2,55.9,24.64\ncell-358,north_cluster,E2_KPM,50.9,514.9,37.7,15.45\ncell-488,hospital_zone,O1_PM,63.7,160.1,38.3,6.89\ncell-488,hospital_zone,E2_KPM,41.1,564.6,26.7,5.10\ncell-497,hospital_zone,E2_KPM,81.0,580.4,49.6,17.53\ncell-497,hospital_zone,O1_PM,16.0,421.1,23.2,17.47\ncell-537,hospital_zone,E2_KPM,61.9,166.4,40.5,8.95\ncell-537,hospital_zone,O1_PM,40.8,161.4,27.3,26.55\ncell-596,north_cluster,O1_PM,44.0,485.8,29.2,26.81\ncell-596,north_cluster,E2_KPM,22.7,330.4,24.7,31.32\ncell-696,stadium,E2_KPM,46.5,129.2,37.8,32.43\ncell-696,stadium,O1_PM,78.7,525.5,47.4,27.84\ncell-708,north_cluster,E2_KPM,80.2,106.5,52.8,12.31\ncell-708,north_cluster,O1_PM,43.5,257.0,32.0,11.87\ncell-711,south_cluster,O1_PM,77.6,466.8,56.6,5.29\ncell-711,south_cluster,E2_KPM,19.0,83.8,22.1,15.22\ncell-732,stadium,O1_PM,55.7,237.9,40.6,32.61\ncell-732,stadium,E2_KPM,89.4,88.8,59.2,34.66\ncell-820,north_cluster,O1_PM,32.1,407.6,23.7,22.93\ncell-820,north_cluster,E2_KPM,66.3,307.0,41.3,9.51\ncell-834,south_cluster,E2_KPM,36.3,374.0,34.9,21.10\ncell-834,south_cluster,O1_PM,92.7,554.0,20.5,25.19\ncell-879,north_cluster,E2_KPM,71.5,213.0,52.7,0.74\ncell-879,north_cluster,O1_PM,20.2,176.7,19.3,13.28\ncell-921,south_cluster,E2_KPM,30.3,402.0,25.8,25.17\ncell-921,south_cluster,O1_PM,26.3,229.1,21.0,21.90\ncell-959,stadium,O1_PM,80.5,580.1,56.5,27.88\ncell-959,stadium,E2_KPM,44.3,264.9,28.9,25.08\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f7f43bdc0f1645bc0c378355f2cabb9c47517079017c0fcccba3e62f22096661", "telemetry_sha256": "b9b652f1c72c46c1ced0744bdb3337d18e151e5f04ff36142a22f96992829443", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-732", "edge_ue_thr_mbps": "cell-879"}, "decoy_cell": "cell-834"}}
+{"case_id": "ranintent_v1_test_0119", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Hello RAN team, Datacrest Analytics requests cancelling existing prioritization and returning our bulk analytics upload flows to standard default handling throughout the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-15T17:34:33Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,hospital_zone,E2_KPM,31.1,136.5,26.0,1.19\ncell-105,hospital_zone,O1_PM,70.2,269.0,46.2,14.34\ncell-128,hospital_zone,O1_PM,61.2,168.8,37.9,17.89\ncell-128,hospital_zone,E2_KPM,85.4,566.9,52.7,25.74\ncell-192,stadium,E2_KPM,74.7,365.7,45.4,24.80\ncell-192,stadium,O1_PM,20.6,54.4,26.0,16.97\ncell-261,south_cluster,O1_PM,86.6,99.0,52.0,27.88\ncell-261,south_cluster,E2_KPM,43.1,628.4,34.7,10.46\ncell-269,south_cluster,O1_PM,42.3,645.0,35.3,4.91\ncell-269,south_cluster,E2_KPM,65.9,633.7,49.4,8.79\ncell-285,north_cluster,O1_PM,45.2,107.7,38.3,12.63\ncell-285,north_cluster,E2_KPM,72.7,288.7,48.5,9.31\ncell-352,stadium,O1_PM,29.9,80.8,28.8,32.69\ncell-352,stadium,E2_KPM,40.6,206.1,28.1,22.27\ncell-360,hospital_zone,E2_KPM,54.8,549.5,40.5,11.15\ncell-360,hospital_zone,O1_PM,39.7,103.7,34.7,4.82\ncell-383,north_cluster,O1_PM,40.5,348.3,37.1,28.79\ncell-383,north_cluster,E2_KPM,94.9,266.7,53.6,28.78\ncell-462,north_cluster,O1_PM,23.0,567.2,29.3,26.07\ncell-462,north_cluster,E2_KPM,43.8,649.8,34.4,5.85\ncell-476,hospital_zone,E2_KPM,77.3,127.1,44.7,16.59\ncell-476,hospital_zone,O1_PM,55.6,186.7,44.4,28.26\ncell-572,stadium,E2_KPM,41.4,125.0,33.4,15.20\ncell-572,stadium,O1_PM,38.4,215.2,34.1,27.91\ncell-669,north_cluster,E2_KPM,80.6,316.3,51.8,25.58\ncell-669,north_cluster,O1_PM,83.6,508.2,49.8,21.83\ncell-671,stadium,O1_PM,70.2,133.0,48.7,29.10\ncell-671,stadium,E2_KPM,62.1,346.3,43.1,9.84\ncell-716,hospital_zone,E2_KPM,57.6,165.0,36.8,27.09\ncell-716,hospital_zone,O1_PM,46.2,227.4,35.6,5.73\ncell-810,south_cluster,E2_KPM,71.1,402.2,42.1,18.95\ncell-810,south_cluster,O1_PM,77.6,460.5,45.2,24.68\ncell-847,north_cluster,E2_KPM,47.3,561.5,41.0,11.52\ncell-847,north_cluster,O1_PM,78.1,487.6,49.6,24.59\ncell-867,stadium,E2_KPM,77.7,324.8,48.1,22.49\ncell-867,stadium,O1_PM,40.9,157.1,29.7,15.48\ncell-878,south_cluster,O1_PM,98.0,311.1,17.9,7.38\ncell-878,south_cluster,E2_KPM,63.4,630.4,42.1,30.37\ncell-979,north_cluster,E2_KPM,64.9,597.6,43.4,7.49\ncell-979,north_cluster,O1_PM,49.8,301.6,41.7,30.39\ncell-983,south_cluster,O1_PM,25.0,473.6,29.8,27.35\ncell-983,south_cluster,E2_KPM,23.5,283.0,19.4,32.58\n", "truth": {"action": "revert_default", "class": "analytics_offload", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "22f357bd309f48c4167569427159742a36d9015e2179bfde16abd9badd4aadc9", "telemetry_sha256": "13fb7f1301eacfd83ae02d8bf27cad0e35345d01985c24a37f5c8719bee34746", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-383", "edge_ue_thr_mbps": "cell-105"}, "decoy_cell": "cell-878"}}
+{"case_id": "ranintent_v1_test_0120", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Ticket request from Lumen Media: Revoke existing QoS overrides and restore interactive XR and gaming sessions to standard default handling across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-21T13:24:41Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-183,south_cluster,O1_PM,26.0,467.2,22.9,32.47\ncell-183,south_cluster,E2_KPM,70.4,369.4,44.4,24.75\ncell-221,stadium,O1_PM,35.3,328.1,26.1,14.58\ncell-221,stadium,E2_KPM,41.2,326.2,38.2,25.76\ncell-228,hospital_zone,E2_KPM,89.6,562.3,55.8,12.14\ncell-228,hospital_zone,O1_PM,50.7,570.1,39.4,27.46\ncell-282,stadium,O1_PM,67.6,391.2,49.8,6.54\ncell-282,stadium,E2_KPM,56.2,545.3,36.4,14.78\ncell-366,hospital_zone,E2_KPM,28.1,350.1,20.2,10.53\ncell-366,hospital_zone,O1_PM,32.0,482.9,31.5,33.10\ncell-400,hospital_zone,E2_KPM,24.3,190.5,28.0,26.23\ncell-400,hospital_zone,O1_PM,37.0,327.7,31.2,34.50\ncell-429,stadium,O1_PM,19.3,473.2,24.5,26.34\ncell-429,stadium,E2_KPM,44.5,571.0,32.4,32.83\ncell-474,hospital_zone,O1_PM,33.8,319.0,34.0,12.10\ncell-474,hospital_zone,E2_KPM,36.9,355.3,35.6,6.90\ncell-552,south_cluster,O1_PM,69.1,588.1,49.7,10.02\ncell-552,south_cluster,E2_KPM,78.4,607.4,53.9,32.73\ncell-553,north_cluster,O1_PM,79.7,529.8,56.8,34.43\ncell-553,north_cluster,E2_KPM,32.3,589.9,25.4,5.62\ncell-610,north_cluster,O1_PM,92.3,520.7,41.2,6.64\ncell-610,north_cluster,E2_KPM,65.5,227.5,47.0,18.21\ncell-633,south_cluster,E2_KPM,44.7,287.6,35.3,9.08\ncell-633,south_cluster,O1_PM,63.1,540.5,38.6,16.83\ncell-692,south_cluster,E2_KPM,27.6,401.4,30.1,6.16\ncell-692,south_cluster,O1_PM,79.1,543.9,51.4,16.79\ncell-704,stadium,O1_PM,64.2,461.0,46.8,7.62\ncell-704,stadium,E2_KPM,24.8,640.9,25.6,25.77\ncell-729,stadium,O1_PM,29.3,304.4,20.7,10.88\ncell-729,stadium,E2_KPM,66.6,291.4,41.4,0.95\ncell-744,hospital_zone,E2_KPM,31.9,422.6,31.8,7.04\ncell-744,hospital_zone,O1_PM,38.6,293.0,36.2,20.54\ncell-787,stadium,O1_PM,46.7,324.5,37.7,12.02\ncell-787,stadium,E2_KPM,17.3,377.0,21.8,19.74\ncell-800,north_cluster,E2_KPM,70.0,586.2,51.6,17.15\ncell-800,north_cluster,O1_PM,68.8,400.4,44.9,29.31\ncell-888,north_cluster,E2_KPM,74.1,66.7,50.4,22.84\ncell-888,north_cluster,O1_PM,42.6,634.0,38.9,9.48\ncell-945,north_cluster,O1_PM,71.7,310.0,49.1,12.04\ncell-945,north_cluster,E2_KPM,79.2,193.5,48.7,21.78\ncell-957,south_cluster,E2_KPM,29.6,173.3,21.4,13.35\ncell-957,south_cluster,O1_PM,59.2,423.9,42.7,34.54\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b4f37047e805cf5853d9c8c5ee977aa248f33ab4870cad201d82cebc7f093181", "telemetry_sha256": "0568295945cbe3e5cc3db4407adf4fdf578396f9c59e662a6236b13c9b82dbe1", "tokens_cl100k": {"telemetry": 1152, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-228", "edge_ue_thr_mbps": "cell-729"}, "decoy_cell": "cell-610"}}
+{"case_id": "ranintent_v1_test_0121", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: step down standard best-effort user data to normal queue rank on cells where edge subscribers endure lowest throughput rates.", "telemetry": "KPM telemetry snapshot at 2026-10-03T12:50:20Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,hospital_zone,E2_KPM,18.8,523.4,23.2,18.57\ncell-116,hospital_zone,O1_PM,37.9,345.0,31.2,20.47\ncell-119,stadium,E2_KPM,79.6,295.9,49.2,31.98\ncell-119,stadium,O1_PM,57.8,230.6,40.7,8.21\ncell-146,south_cluster,E2_KPM,71.5,528.6,47.8,29.46\ncell-146,south_cluster,O1_PM,80.0,555.9,47.9,21.83\ncell-162,north_cluster,O1_PM,15.5,217.9,17.9,19.58\ncell-162,north_cluster,E2_KPM,20.0,645.0,27.4,16.10\ncell-167,hospital_zone,E2_KPM,28.1,645.2,30.1,17.17\ncell-167,hospital_zone,O1_PM,32.6,626.4,29.9,26.65\ncell-173,stadium,E2_KPM,25.3,461.2,22.7,12.81\ncell-173,stadium,O1_PM,28.5,607.4,23.4,9.14\ncell-185,north_cluster,O1_PM,41.9,451.2,29.7,7.29\ncell-185,north_cluster,E2_KPM,63.7,521.3,43.0,34.97\ncell-296,stadium,E2_KPM,17.7,484.8,26.3,24.67\ncell-296,stadium,O1_PM,38.6,80.2,29.1,14.44\ncell-315,south_cluster,E2_KPM,89.3,227.4,59.1,5.52\ncell-315,south_cluster,O1_PM,73.4,513.6,45.3,33.26\ncell-355,stadium,E2_KPM,16.4,110.7,22.9,24.11\ncell-355,stadium,O1_PM,25.1,299.0,19.8,0.86\ncell-396,hospital_zone,O1_PM,31.1,440.6,23.6,19.48\ncell-396,hospital_zone,E2_KPM,18.9,366.1,24.7,8.90\ncell-411,stadium,O1_PM,73.2,248.6,49.0,29.09\ncell-411,stadium,E2_KPM,32.7,46.8,30.0,17.46\ncell-449,stadium,E2_KPM,67.8,389.2,46.3,29.49\ncell-449,stadium,O1_PM,27.1,547.8,28.9,11.20\ncell-466,north_cluster,E2_KPM,18.7,517.4,24.7,22.36\ncell-466,north_cluster,O1_PM,72.7,342.9,47.8,23.53\ncell-479,south_cluster,E2_KPM,24.6,97.6,28.4,7.98\ncell-479,south_cluster,O1_PM,45.7,498.8,35.0,24.73\ncell-491,hospital_zone,E2_KPM,42.9,72.2,29.4,8.30\ncell-491,hospital_zone,O1_PM,37.4,254.2,26.0,35.00\ncell-507,north_cluster,O1_PM,62.5,196.2,42.5,27.72\ncell-507,north_cluster,E2_KPM,35.9,426.7,34.5,27.74\ncell-630,north_cluster,O1_PM,36.0,528.6,33.5,19.39\ncell-630,north_cluster,E2_KPM,44.6,285.4,35.8,24.39\ncell-743,hospital_zone,E2_KPM,70.4,261.8,46.6,1.70\ncell-743,hospital_zone,O1_PM,73.2,288.0,50.7,30.55\ncell-854,south_cluster,O1_PM,25.9,587.8,27.4,26.05\ncell-854,south_cluster,E2_KPM,50.7,324.3,32.3,26.88\ncell-969,south_cluster,E2_KPM,66.4,281.0,42.8,30.92\ncell-969,south_cluster,O1_PM,18.9,437.6,21.3,31.65\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "19370f34e71a6fff9e1286be6ea3e7c9d27a70f8ceb00a8238bfc8a4def44608", "telemetry_sha256": "7a444f38bbbaf9698ee5dbb4b0bdfd0c5976567de358cdf1d12ac86cec2ab618", "tokens_cl100k": {"telemetry": 1152, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-315", "edge_ue_thr_mbps": "cell-743"}, "decoy_cell": "cell-355", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0122", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The mobile network operator covenants to promote all standard best-effort user data to critical highest priority throughout the south cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-20T08:57:01Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,north_cluster,O1_PM,46.9,499.8,38.2,31.68\ncell-137,north_cluster,E2_KPM,31.5,435.7,30.6,31.15\ncell-191,stadium,O1_PM,24.7,630.4,23.3,14.01\ncell-191,stadium,E2_KPM,53.2,602.6,34.4,18.06\ncell-192,south_cluster,E2_KPM,74.1,150.1,48.3,21.20\ncell-192,south_cluster,O1_PM,70.2,441.5,52.5,16.67\ncell-255,north_cluster,E2_KPM,22.5,428.1,27.2,30.12\ncell-255,north_cluster,O1_PM,51.2,168.8,34.4,6.74\ncell-280,south_cluster,E2_KPM,52.6,566.3,36.4,23.58\ncell-280,south_cluster,O1_PM,42.6,331.6,39.0,20.82\ncell-291,south_cluster,O1_PM,44.1,593.4,31.2,31.06\ncell-291,south_cluster,E2_KPM,17.6,332.9,16.2,5.75\ncell-348,hospital_zone,E2_KPM,44.5,533.0,28.7,15.83\ncell-348,hospital_zone,O1_PM,34.5,470.4,23.8,8.86\ncell-368,north_cluster,O1_PM,61.8,191.4,44.0,9.48\ncell-368,north_cluster,E2_KPM,60.1,476.5,48.0,24.94\ncell-524,stadium,O1_PM,56.4,393.3,39.3,24.19\ncell-524,stadium,E2_KPM,56.1,521.1,43.4,23.50\ncell-639,north_cluster,E2_KPM,28.9,476.1,30.3,9.56\ncell-639,north_cluster,O1_PM,43.4,330.8,32.9,20.93\ncell-640,hospital_zone,E2_KPM,18.3,115.1,16.3,6.10\ncell-640,hospital_zone,O1_PM,15.1,72.0,16.7,21.99\ncell-710,south_cluster,E2_KPM,72.1,43.5,47.1,34.49\ncell-710,south_cluster,O1_PM,35.4,354.8,32.8,29.07\ncell-712,south_cluster,O1_PM,51.7,622.9,35.9,26.39\ncell-712,south_cluster,E2_KPM,41.6,283.4,34.2,11.91\ncell-730,south_cluster,E2_KPM,88.7,419.2,57.0,23.22\ncell-730,south_cluster,O1_PM,47.3,43.8,34.5,8.39\ncell-741,stadium,O1_PM,49.7,117.5,34.5,11.03\ncell-741,stadium,E2_KPM,26.8,114.3,28.8,13.70\ncell-756,stadium,E2_KPM,22.8,577.0,28.9,23.67\ncell-756,stadium,O1_PM,30.1,459.4,26.5,19.44\ncell-768,hospital_zone,E2_KPM,44.2,91.0,34.3,6.04\ncell-768,hospital_zone,O1_PM,76.1,172.9,45.9,19.15\ncell-827,north_cluster,E2_KPM,38.2,580.0,26.4,26.01\ncell-827,north_cluster,O1_PM,91.4,584.9,37.8,34.34\ncell-833,hospital_zone,O1_PM,62.5,271.5,47.8,33.42\ncell-833,hospital_zone,E2_KPM,24.6,180.4,21.8,1.11\ncell-876,stadium,E2_KPM,16.2,436.2,25.4,8.39\ncell-876,stadium,O1_PM,78.6,632.2,52.0,18.21\ncell-990,hospital_zone,O1_PM,15.5,432.2,25.4,26.39\ncell-990,hospital_zone,E2_KPM,20.3,278.1,16.9,15.54\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "acee6c57bc91286cb993fdb5b6adaae05e063d3c7a5f8111d4514566cf991884", "telemetry_sha256": "574776f2dc99b671334f42621d77ee5827227afe02ccbf26340ec4745075ec64", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-730", "edge_ue_thr_mbps": "cell-833"}, "decoy_cell": "cell-827"}}
+{"case_id": "ranintent_v1_test_0123", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure directive: Cancel previous adjustments and restore general best-effort internet packets to default nominal handling in the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-10T15:59:24Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,south_cluster,E2_KPM,65.4,190.3,40.2,1.68\ncell-118,south_cluster,O1_PM,95.7,79.0,30.7,11.71\ncell-140,stadium,O1_PM,70.4,374.6,45.7,11.93\ncell-140,stadium,E2_KPM,41.7,314.5,30.3,25.21\ncell-145,north_cluster,E2_KPM,36.9,287.2,25.7,22.05\ncell-145,north_cluster,O1_PM,55.1,143.8,44.7,15.16\ncell-190,north_cluster,O1_PM,48.5,491.6,32.9,15.82\ncell-190,north_cluster,E2_KPM,93.1,111.2,56.8,11.52\ncell-197,south_cluster,E2_KPM,63.7,283.8,41.5,6.85\ncell-197,south_cluster,O1_PM,30.8,400.8,30.5,21.96\ncell-213,north_cluster,E2_KPM,54.1,364.4,39.5,32.41\ncell-213,north_cluster,O1_PM,63.2,435.2,45.0,26.85\ncell-217,hospital_zone,O1_PM,46.0,454.3,32.4,33.22\ncell-217,hospital_zone,E2_KPM,50.6,395.4,32.6,14.97\ncell-229,south_cluster,O1_PM,22.1,350.5,18.8,17.07\ncell-229,south_cluster,E2_KPM,57.5,483.8,35.7,28.67\ncell-231,hospital_zone,O1_PM,54.2,132.8,34.2,9.82\ncell-231,hospital_zone,E2_KPM,51.0,415.5,32.1,23.13\ncell-254,stadium,O1_PM,42.7,526.3,34.7,7.01\ncell-254,stadium,E2_KPM,71.3,615.9,46.6,32.78\ncell-454,south_cluster,O1_PM,77.2,644.1,54.9,7.24\ncell-454,south_cluster,E2_KPM,23.9,439.6,27.4,19.08\ncell-479,north_cluster,O1_PM,84.5,230.5,51.6,28.22\ncell-479,north_cluster,E2_KPM,46.3,444.6,38.8,22.21\ncell-514,stadium,O1_PM,77.2,435.7,47.7,10.51\ncell-514,stadium,E2_KPM,51.5,632.3,36.0,19.83\ncell-678,stadium,O1_PM,58.9,517.4,36.5,15.47\ncell-678,stadium,E2_KPM,65.9,581.4,47.9,21.65\ncell-697,north_cluster,O1_PM,55.9,253.1,44.6,28.51\ncell-697,north_cluster,E2_KPM,83.8,244.0,57.1,9.54\ncell-728,hospital_zone,E2_KPM,80.3,470.6,55.2,32.23\ncell-728,hospital_zone,O1_PM,47.7,621.6,32.7,31.77\ncell-784,hospital_zone,E2_KPM,33.6,52.4,31.6,30.51\ncell-784,hospital_zone,O1_PM,77.2,613.5,52.6,11.21\ncell-872,south_cluster,O1_PM,49.9,629.3,32.8,27.95\ncell-872,south_cluster,E2_KPM,40.3,227.5,26.5,9.92\ncell-930,hospital_zone,O1_PM,18.0,236.7,22.7,18.59\ncell-930,hospital_zone,E2_KPM,20.9,448.1,25.7,29.82\ncell-947,north_cluster,E2_KPM,17.0,81.6,21.2,16.87\ncell-947,north_cluster,O1_PM,26.4,239.2,23.0,24.24\ncell-965,stadium,E2_KPM,51.7,197.2,41.8,26.68\ncell-965,stadium,O1_PM,76.5,412.1,44.9,24.53\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d884cde7ba4a0b8106fdbaf03b8b08a3dfe2d911f824a0f564e87eaf47e743af", "telemetry_sha256": "f70900da7e2c71952448b4c5e733f9998287c158523a9ba5ff63592709ae0d0d", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-190", "edge_ue_thr_mbps": "cell-118"}, "decoy_cell": "cell-118"}}
+{"case_id": "ranintent_v1_test_0124", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Assistant, secure a minimum 10 percent share of radio resources for our cloud gaming and XR traffic on the most congested towers until the active event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-02T09:12:01Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-158,south_cluster,O1_PM,46.8,531.0,38.0,33.99\ncell-158,south_cluster,E2_KPM,40.2,492.3,30.6,6.58\ncell-173,north_cluster,O1_PM,33.7,81.6,29.2,21.55\ncell-173,north_cluster,E2_KPM,56.6,246.3,39.4,9.45\ncell-183,stadium,E2_KPM,47.3,554.9,31.2,12.67\ncell-183,stadium,O1_PM,70.0,166.7,51.7,29.46\ncell-193,hospital_zone,E2_KPM,31.4,631.5,29.5,31.75\ncell-193,hospital_zone,O1_PM,73.2,58.5,47.9,25.62\ncell-197,north_cluster,E2_KPM,57.2,252.5,39.2,14.85\ncell-197,north_cluster,O1_PM,30.5,305.2,23.3,21.95\ncell-252,stadium,E2_KPM,26.1,229.1,20.6,13.16\ncell-252,stadium,O1_PM,44.1,273.0,38.9,26.83\ncell-274,south_cluster,E2_KPM,57.3,637.3,36.3,3.56\ncell-274,south_cluster,O1_PM,68.6,538.1,45.5,18.46\ncell-357,south_cluster,O1_PM,75.6,492.2,55.3,27.24\ncell-357,south_cluster,E2_KPM,35.1,157.7,25.4,30.03\ncell-360,south_cluster,E2_KPM,80.5,411.7,52.7,21.13\ncell-360,south_cluster,O1_PM,65.5,586.9,41.7,23.47\ncell-413,south_cluster,E2_KPM,91.4,174.8,62.7,19.75\ncell-413,south_cluster,O1_PM,18.6,226.2,23.6,16.06\ncell-585,hospital_zone,E2_KPM,52.2,137.9,42.6,26.48\ncell-585,hospital_zone,O1_PM,56.5,271.7,37.7,24.75\ncell-650,north_cluster,O1_PM,44.3,403.2,39.5,16.61\ncell-650,north_cluster,E2_KPM,44.2,219.0,38.7,0.43\ncell-768,north_cluster,O1_PM,94.4,346.7,34.4,13.20\ncell-768,north_cluster,E2_KPM,60.3,408.1,37.2,22.24\ncell-795,stadium,O1_PM,57.1,501.0,34.8,4.12\ncell-795,stadium,E2_KPM,73.9,109.0,54.7,14.44\ncell-817,south_cluster,E2_KPM,28.1,634.4,28.7,20.56\ncell-817,south_cluster,O1_PM,41.3,415.9,33.7,7.47\ncell-861,north_cluster,O1_PM,27.9,378.8,27.0,33.93\ncell-861,north_cluster,E2_KPM,21.1,450.7,24.3,9.40\ncell-864,stadium,E2_KPM,51.2,407.1,43.3,34.46\ncell-864,stadium,O1_PM,42.5,238.7,34.0,19.23\ncell-873,hospital_zone,E2_KPM,64.6,57.7,48.0,18.10\ncell-873,hospital_zone,O1_PM,20.6,135.6,21.8,24.97\ncell-897,hospital_zone,O1_PM,26.5,150.4,21.4,3.88\ncell-897,hospital_zone,E2_KPM,27.9,440.8,29.9,12.08\ncell-963,stadium,E2_KPM,71.0,486.4,50.7,31.53\ncell-963,stadium,O1_PM,80.4,237.7,46.4,26.33\ncell-995,hospital_zone,O1_PM,48.9,150.3,37.2,12.87\ncell-995,hospital_zone,E2_KPM,15.0,578.7,17.6,9.80\n", "truth": {"action": "guarantee_share", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "10", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "60d867a048103ed3fe57b5ef31fe2d681eab5b0b27f7014bd2f40b5dd73226e3", "telemetry_sha256": "2843abdae9f6acc1cfefcbd2c8726e8c4fe87b6329cf5cf97087ef0bc4545da7", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-413", "edge_ue_thr_mbps": "cell-650"}, "decoy_cell": "cell-768", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0125", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Hello RAN team, Axis Robotics requests capping our low-speed telemetry and sensor reporting packets at a maximum limit of 20% of transmission resources on cells under heaviest load for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-20T14:55:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,E2_KPM,37.8,514.9,31.4,11.94\ncell-126,stadium,O1_PM,74.6,220.8,52.7,6.80\ncell-149,hospital_zone,O1_PM,57.2,73.4,45.5,30.02\ncell-149,hospital_zone,E2_KPM,75.9,256.4,53.9,31.10\ncell-154,north_cluster,O1_PM,34.8,273.1,30.9,9.73\ncell-154,north_cluster,E2_KPM,60.4,612.3,48.0,8.50\ncell-220,stadium,E2_KPM,50.1,603.9,31.6,1.75\ncell-220,stadium,O1_PM,71.4,543.9,43.4,6.69\ncell-252,stadium,E2_KPM,39.6,433.7,36.0,12.96\ncell-252,stadium,O1_PM,49.6,357.7,34.8,32.84\ncell-283,north_cluster,O1_PM,67.6,43.1,45.5,15.33\ncell-283,north_cluster,E2_KPM,72.2,511.4,43.4,11.09\ncell-404,south_cluster,O1_PM,53.2,173.2,39.2,29.40\ncell-404,south_cluster,E2_KPM,90.0,453.1,56.2,31.62\ncell-527,hospital_zone,E2_KPM,24.9,612.3,27.9,5.99\ncell-527,hospital_zone,O1_PM,58.2,429.0,39.8,28.72\ncell-561,south_cluster,O1_PM,55.7,211.1,44.2,30.42\ncell-561,south_cluster,E2_KPM,21.7,289.1,25.7,13.41\ncell-587,stadium,E2_KPM,33.8,617.5,28.9,19.70\ncell-587,stadium,O1_PM,20.3,222.4,16.9,10.60\ncell-606,south_cluster,O1_PM,66.8,341.9,40.3,12.36\ncell-606,south_cluster,E2_KPM,63.5,512.3,46.7,7.28\ncell-683,stadium,E2_KPM,21.0,81.9,17.7,21.93\ncell-683,stadium,O1_PM,34.4,485.8,33.5,30.94\ncell-731,hospital_zone,O1_PM,53.3,554.7,43.6,33.96\ncell-731,hospital_zone,E2_KPM,78.2,444.9,53.3,19.74\ncell-736,south_cluster,E2_KPM,39.1,342.4,33.2,12.21\ncell-736,south_cluster,O1_PM,45.6,89.9,39.0,28.05\ncell-744,north_cluster,E2_KPM,24.9,561.8,22.9,20.84\ncell-744,north_cluster,O1_PM,22.9,88.7,24.5,13.98\ncell-766,north_cluster,O1_PM,76.3,253.9,54.0,14.47\ncell-766,north_cluster,E2_KPM,17.0,575.3,23.6,29.52\ncell-826,south_cluster,O1_PM,45.2,638.9,37.1,27.90\ncell-826,south_cluster,E2_KPM,71.4,225.6,45.2,31.92\ncell-852,north_cluster,O1_PM,34.6,157.8,29.7,11.43\ncell-852,north_cluster,E2_KPM,58.4,391.6,42.2,10.53\ncell-857,hospital_zone,E2_KPM,68.2,175.5,46.2,31.50\ncell-857,hospital_zone,O1_PM,52.8,572.2,40.0,22.19\ncell-867,hospital_zone,O1_PM,46.6,508.8,40.1,18.39\ncell-867,hospital_zone,E2_KPM,26.5,47.2,22.9,16.86\ncell-976,south_cluster,E2_KPM,59.7,169.5,43.5,33.87\ncell-976,south_cluster,O1_PM,18.9,496.2,20.6,16.73\n", "truth": {"action": "cap_share", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "20", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "20eb4a775bc3fe86aca9d7edcd3656bea869befedca97f19bd0dd01ea5555be8", "telemetry_sha256": "a6e606641b274e3e967ae48ce930e172f835c23377a47766c51bd0521bc61ed7", "tokens_cl100k": {"telemetry": 1154, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-404", "edge_ue_thr_mbps": "cell-220"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0126", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Ticket #8911: Axis Robotics requests downgrading automated machine closed-loop control communications to normal priority across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-08T08:55:58Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,north_cluster,E2_KPM,71.4,355.7,43.9,10.57\ncell-153,north_cluster,O1_PM,59.2,352.6,38.2,27.43\ncell-213,south_cluster,O1_PM,66.2,275.9,41.2,15.43\ncell-213,south_cluster,E2_KPM,75.8,381.7,55.0,29.62\ncell-246,south_cluster,O1_PM,45.6,337.6,29.9,23.29\ncell-246,south_cluster,E2_KPM,89.9,319.9,58.4,31.10\ncell-265,hospital_zone,O1_PM,74.8,442.6,52.7,18.45\ncell-265,hospital_zone,E2_KPM,55.3,614.4,37.1,29.40\ncell-317,stadium,O1_PM,34.4,572.0,25.5,33.25\ncell-317,stadium,E2_KPM,36.0,431.8,25.0,7.14\ncell-322,stadium,E2_KPM,18.2,534.9,15.7,25.83\ncell-322,stadium,O1_PM,28.7,472.0,21.4,11.26\ncell-365,south_cluster,E2_KPM,49.7,535.2,32.7,31.26\ncell-365,south_cluster,O1_PM,18.0,278.9,23.8,34.93\ncell-400,stadium,O1_PM,60.9,502.0,38.5,20.26\ncell-400,stadium,E2_KPM,22.5,421.0,26.9,1.96\ncell-413,north_cluster,E2_KPM,32.9,388.3,33.9,25.38\ncell-413,north_cluster,O1_PM,52.3,144.2,35.7,34.21\ncell-486,hospital_zone,E2_KPM,61.0,316.5,42.8,30.75\ncell-486,hospital_zone,O1_PM,61.2,273.3,46.6,12.86\ncell-487,hospital_zone,O1_PM,49.6,559.2,38.9,10.79\ncell-487,hospital_zone,E2_KPM,34.5,541.8,28.5,20.60\ncell-546,hospital_zone,E2_KPM,32.4,313.0,29.8,8.38\ncell-546,hospital_zone,O1_PM,47.4,132.6,38.3,17.88\ncell-547,south_cluster,E2_KPM,24.5,192.9,19.9,8.17\ncell-547,south_cluster,O1_PM,21.1,412.2,20.3,24.64\ncell-556,hospital_zone,O1_PM,72.0,202.8,48.3,30.39\ncell-556,hospital_zone,E2_KPM,61.6,169.3,45.7,16.55\ncell-572,stadium,O1_PM,46.3,244.6,37.8,18.51\ncell-572,stadium,E2_KPM,70.7,91.7,46.2,17.55\ncell-601,south_cluster,E2_KPM,70.3,614.2,49.8,20.25\ncell-601,south_cluster,O1_PM,60.4,496.2,37.4,28.29\ncell-719,north_cluster,E2_KPM,65.0,194.2,50.5,12.20\ncell-719,north_cluster,O1_PM,19.5,188.7,27.0,5.78\ncell-785,north_cluster,O1_PM,57.3,557.0,46.2,18.43\ncell-785,north_cluster,E2_KPM,63.5,404.9,43.7,6.63\ncell-859,north_cluster,E2_KPM,29.8,425.5,29.2,19.07\ncell-859,north_cluster,O1_PM,68.6,479.6,49.6,33.04\ncell-863,stadium,E2_KPM,52.8,305.3,39.2,29.15\ncell-863,stadium,O1_PM,80.3,252.4,46.6,21.32\ncell-997,south_cluster,O1_PM,44.6,546.6,37.5,33.40\ncell-997,south_cluster,E2_KPM,56.6,254.4,40.7,26.64\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9bff272b5e53d7b2cb24026af92eb9a9b9885f990dc6ae4a61a4328c57c04606", "telemetry_sha256": "70532b315082f2d6b1f097c9b7cdead025a1b42ef53c1fab48bd731053e9e19b", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-246", "edge_ue_thr_mbps": "cell-400"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0127", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety: allow emergency video streams from body cameras and ambulances to offload processing to any available edge or cloud infrastructure on cells suffering peak congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-04T16:12:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,O1_PM,35.1,85.5,24.8,34.90\ncell-113,south_cluster,E2_KPM,59.6,368.9,39.6,29.54\ncell-122,south_cluster,O1_PM,52.7,569.2,36.0,21.95\ncell-122,south_cluster,E2_KPM,42.2,524.0,38.6,24.21\ncell-141,hospital_zone,E2_KPM,20.8,627.8,24.7,25.18\ncell-141,hospital_zone,O1_PM,41.9,197.3,31.7,22.78\ncell-144,hospital_zone,O1_PM,81.4,314.2,56.1,7.46\ncell-144,hospital_zone,E2_KPM,25.8,317.3,24.5,7.73\ncell-154,south_cluster,E2_KPM,57.7,54.4,42.3,34.86\ncell-154,south_cluster,O1_PM,39.9,149.2,34.4,30.97\ncell-173,stadium,O1_PM,55.5,560.4,35.5,16.82\ncell-173,stadium,E2_KPM,20.9,222.5,22.9,12.30\ncell-210,hospital_zone,E2_KPM,76.0,463.1,50.9,28.98\ncell-210,hospital_zone,O1_PM,94.2,605.3,40.3,33.92\ncell-308,north_cluster,O1_PM,71.0,399.9,51.0,25.89\ncell-308,north_cluster,E2_KPM,21.6,184.5,24.6,15.30\ncell-325,north_cluster,O1_PM,22.8,99.7,21.3,9.79\ncell-325,north_cluster,E2_KPM,45.1,191.1,39.5,32.15\ncell-404,hospital_zone,E2_KPM,80.0,53.2,48.0,14.76\ncell-404,hospital_zone,O1_PM,47.8,55.5,39.5,7.63\ncell-434,south_cluster,E2_KPM,91.7,409.4,59.1,30.31\ncell-434,south_cluster,O1_PM,50.8,68.0,43.2,10.03\ncell-517,south_cluster,O1_PM,20.6,315.9,19.9,20.23\ncell-517,south_cluster,E2_KPM,43.7,441.5,38.4,16.55\ncell-564,stadium,O1_PM,65.9,399.2,41.6,11.52\ncell-564,stadium,E2_KPM,43.7,494.7,33.7,18.10\ncell-603,stadium,O1_PM,45.6,405.7,39.3,32.97\ncell-603,stadium,E2_KPM,50.9,157.3,31.6,32.64\ncell-649,stadium,O1_PM,81.7,513.6,50.3,6.22\ncell-649,stadium,E2_KPM,62.9,339.4,37.5,19.66\ncell-776,stadium,E2_KPM,75.2,165.8,55.1,8.82\ncell-776,stadium,O1_PM,30.8,229.7,29.6,31.66\ncell-802,north_cluster,E2_KPM,30.8,398.7,22.8,27.81\ncell-802,north_cluster,O1_PM,55.1,83.6,36.7,24.89\ncell-835,north_cluster,O1_PM,32.3,72.2,29.0,10.23\ncell-835,north_cluster,E2_KPM,53.5,66.2,34.5,18.04\ncell-869,north_cluster,O1_PM,64.8,70.4,40.0,34.97\ncell-869,north_cluster,E2_KPM,44.5,448.1,31.1,16.47\ncell-969,south_cluster,E2_KPM,39.9,644.1,26.6,13.25\ncell-969,south_cluster,O1_PM,40.7,640.4,34.1,12.60\ncell-975,hospital_zone,E2_KPM,26.9,336.4,20.3,1.08\ncell-975,hospital_zone,O1_PM,50.9,59.0,40.0,24.21\n", "truth": {"action": "relax_edge", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1feeedd82f005af7c0e3529e6b15cbcf0938d23be2358e98e089cc410f9e3f75", "telemetry_sha256": "d0b905eff5ca76dfad3e8be56f1dcc15ed3f1feae926c4ca46c91b51079c69d7", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-434", "edge_ue_thr_mbps": "cell-975"}, "decoy_cell": "cell-210", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0128", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Processing tasks for interactive cloud gaming and XR workloads shall be restricted strictly to on-tower local compute nodes on cells under heaviest load for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-21T14:33:00Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-158,hospital_zone,E2_KPM,41.7,479.4,32.4,14.26\ncell-158,hospital_zone,O1_PM,65.7,372.3,48.4,15.06\ncell-160,south_cluster,E2_KPM,79.4,442.1,54.2,21.98\ncell-160,south_cluster,O1_PM,73.8,577.0,48.8,31.05\ncell-280,hospital_zone,E2_KPM,23.4,283.6,26.9,24.75\ncell-280,hospital_zone,O1_PM,48.0,387.0,41.6,17.80\ncell-288,south_cluster,O1_PM,39.3,649.6,35.7,26.98\ncell-288,south_cluster,E2_KPM,31.1,49.4,23.1,19.66\ncell-423,south_cluster,O1_PM,39.3,555.4,37.6,17.49\ncell-423,south_cluster,E2_KPM,19.5,325.2,25.7,16.15\ncell-431,stadium,E2_KPM,60.1,536.0,42.0,17.85\ncell-431,stadium,O1_PM,20.5,357.9,24.6,10.16\ncell-457,hospital_zone,E2_KPM,67.4,331.3,46.2,25.62\ncell-457,hospital_zone,O1_PM,82.0,263.9,50.2,4.52\ncell-464,north_cluster,O1_PM,31.2,171.6,25.8,32.50\ncell-464,north_cluster,E2_KPM,50.2,628.5,36.7,23.32\ncell-498,stadium,E2_KPM,80.4,234.6,50.7,0.78\ncell-498,stadium,O1_PM,23.8,348.8,22.6,31.52\ncell-573,north_cluster,E2_KPM,27.5,168.4,30.3,34.72\ncell-573,north_cluster,O1_PM,49.9,220.1,36.2,5.28\ncell-673,south_cluster,E2_KPM,81.0,304.9,53.9,32.38\ncell-673,south_cluster,O1_PM,67.6,520.2,50.7,30.57\ncell-775,north_cluster,O1_PM,27.1,114.7,21.2,31.22\ncell-775,north_cluster,E2_KPM,37.4,309.1,29.7,9.20\ncell-778,stadium,E2_KPM,48.6,246.9,41.7,15.07\ncell-778,stadium,O1_PM,45.9,148.2,38.3,4.47\ncell-800,north_cluster,O1_PM,36.2,147.2,29.3,15.69\ncell-800,north_cluster,E2_KPM,37.9,372.5,30.9,5.18\ncell-802,south_cluster,E2_KPM,75.6,474.1,52.2,12.63\ncell-802,south_cluster,O1_PM,65.0,301.9,48.1,10.51\ncell-837,stadium,E2_KPM,16.3,110.9,18.9,15.99\ncell-837,stadium,O1_PM,20.7,118.2,17.7,17.02\ncell-853,hospital_zone,O1_PM,39.4,91.2,35.6,17.85\ncell-853,hospital_zone,E2_KPM,31.2,539.6,31.4,20.56\ncell-867,hospital_zone,O1_PM,68.7,643.4,41.0,33.22\ncell-867,hospital_zone,E2_KPM,94.5,139.9,62.6,23.67\ncell-921,south_cluster,O1_PM,86.2,598.7,60.2,12.34\ncell-921,south_cluster,E2_KPM,69.5,185.0,44.7,14.79\ncell-951,stadium,O1_PM,96.9,621.9,25.7,30.93\ncell-951,stadium,E2_KPM,16.0,42.3,24.8,6.32\ncell-969,north_cluster,O1_PM,80.3,311.7,51.1,33.37\ncell-969,north_cluster,E2_KPM,76.2,558.7,44.3,25.96\n", "truth": {"action": "restrict_edge", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "on_site", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "a0dc5dc0e1772ea481e2fae0d5bd57f18d6d96928ad093a3b9ae6b3844247579", "telemetry_sha256": "d60b3ec000c254f8c7a9b258e7732239d618c3b5606952a3339c72f9d3f187de", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-867", "edge_ue_thr_mbps": "cell-498"}, "decoy_cell": "cell-951", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0129", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Permit tactical first-responder voice processing to offload to any edge or central cloud infrastructure on cells suffering peak congestion until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-20T16:38:10Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,E2_KPM,27.8,480.5,20.0,18.49\ncell-114,north_cluster,O1_PM,26.3,445.4,25.9,12.14\ncell-130,stadium,O1_PM,49.1,397.9,38.9,14.55\ncell-130,stadium,E2_KPM,21.2,167.2,26.9,7.46\ncell-172,stadium,E2_KPM,44.1,328.7,32.2,16.15\ncell-172,stadium,O1_PM,93.7,54.8,25.6,22.51\ncell-173,hospital_zone,E2_KPM,49.1,262.1,38.3,20.18\ncell-173,hospital_zone,O1_PM,50.4,356.6,41.1,28.77\ncell-201,south_cluster,O1_PM,32.0,120.3,33.6,4.81\ncell-201,south_cluster,E2_KPM,54.6,454.0,43.2,34.34\ncell-295,north_cluster,E2_KPM,57.3,138.3,44.8,13.51\ncell-295,north_cluster,O1_PM,54.9,334.6,40.7,15.81\ncell-408,south_cluster,O1_PM,40.1,91.8,32.1,5.39\ncell-408,south_cluster,E2_KPM,23.7,58.8,25.5,5.32\ncell-430,stadium,E2_KPM,81.7,338.9,48.6,12.83\ncell-430,stadium,O1_PM,15.1,446.6,16.5,30.58\ncell-436,hospital_zone,O1_PM,37.1,334.0,34.9,34.61\ncell-436,hospital_zone,E2_KPM,18.6,481.5,23.0,21.46\ncell-440,south_cluster,E2_KPM,44.1,421.3,36.1,6.00\ncell-440,south_cluster,O1_PM,48.7,169.0,34.3,24.30\ncell-451,north_cluster,E2_KPM,22.0,329.4,19.7,24.76\ncell-451,north_cluster,O1_PM,83.1,179.4,57.8,17.54\ncell-565,stadium,O1_PM,40.8,339.5,32.2,25.03\ncell-565,stadium,E2_KPM,66.0,219.0,46.0,16.10\ncell-685,south_cluster,O1_PM,18.0,190.0,23.5,29.38\ncell-685,south_cluster,E2_KPM,33.2,483.5,26.8,31.53\ncell-714,hospital_zone,O1_PM,56.1,332.7,37.6,9.14\ncell-714,hospital_zone,E2_KPM,25.4,60.2,30.2,24.32\ncell-720,south_cluster,O1_PM,58.9,287.8,38.6,28.74\ncell-720,south_cluster,E2_KPM,38.1,576.1,31.2,13.70\ncell-744,stadium,O1_PM,47.8,593.8,41.5,25.80\ncell-744,stadium,E2_KPM,62.6,596.7,41.0,9.44\ncell-817,north_cluster,O1_PM,66.8,456.6,50.1,13.38\ncell-817,north_cluster,E2_KPM,17.8,441.9,18.8,16.06\ncell-824,north_cluster,O1_PM,50.4,559.6,38.5,24.80\ncell-824,north_cluster,E2_KPM,91.2,258.7,54.6,29.80\ncell-840,hospital_zone,E2_KPM,79.5,338.7,50.0,34.14\ncell-840,hospital_zone,O1_PM,28.7,612.0,24.3,14.22\ncell-908,hospital_zone,E2_KPM,48.9,401.3,33.0,1.06\ncell-908,hospital_zone,O1_PM,19.2,261.9,24.8,22.68\ncell-985,stadium,O1_PM,59.2,467.8,47.0,13.52\ncell-985,stadium,E2_KPM,21.8,544.3,28.4,24.15\n", "truth": {"action": "relax_edge", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "61c40ea2e4928d3f92d242735e239c54d800321af1bae0f8ac754bc7d9dd8718", "telemetry_sha256": "24df691f87bc9fc4d414982b4efabef6ce20dadd61bac659aea5dc65751c5145", "tokens_cl100k": {"telemetry": 1152, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-824", "edge_ue_thr_mbps": "cell-908"}, "decoy_cell": "cell-172", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0130", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, elevate automated machinery feedback loop traffic to critical highest priority throughout the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-07T19:25:01Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,south_cluster,O1_PM,72.3,631.4,50.5,17.12\ncell-103,south_cluster,E2_KPM,20.7,387.5,18.6,21.00\ncell-144,north_cluster,E2_KPM,78.7,50.9,45.7,23.02\ncell-144,north_cluster,O1_PM,21.8,69.4,23.7,27.11\ncell-168,north_cluster,E2_KPM,87.2,267.4,57.3,15.66\ncell-168,north_cluster,O1_PM,32.6,484.8,25.4,7.96\ncell-185,south_cluster,E2_KPM,71.4,240.7,45.2,23.41\ncell-185,south_cluster,O1_PM,70.1,534.9,47.9,8.29\ncell-187,stadium,O1_PM,33.8,303.8,34.1,27.57\ncell-187,stadium,E2_KPM,56.5,604.3,45.6,12.81\ncell-214,stadium,O1_PM,59.6,48.9,38.4,20.57\ncell-214,stadium,E2_KPM,21.2,104.9,21.6,20.48\ncell-223,hospital_zone,O1_PM,42.5,377.6,34.0,16.71\ncell-223,hospital_zone,E2_KPM,57.2,139.5,46.1,34.65\ncell-273,north_cluster,O1_PM,57.5,227.9,36.3,27.54\ncell-273,north_cluster,E2_KPM,28.2,346.7,20.3,18.00\ncell-292,north_cluster,O1_PM,15.4,52.6,24.2,23.80\ncell-292,north_cluster,E2_KPM,25.2,540.0,19.6,28.30\ncell-427,south_cluster,O1_PM,49.9,414.9,36.9,26.68\ncell-427,south_cluster,E2_KPM,73.2,298.1,49.2,4.80\ncell-455,north_cluster,E2_KPM,38.9,51.3,34.1,29.41\ncell-455,north_cluster,O1_PM,52.9,181.3,32.6,8.49\ncell-493,stadium,O1_PM,76.3,329.6,54.5,16.35\ncell-493,stadium,E2_KPM,77.7,487.2,47.8,1.79\ncell-502,stadium,O1_PM,78.0,317.9,52.1,12.89\ncell-502,stadium,E2_KPM,48.1,452.6,34.6,10.89\ncell-583,south_cluster,E2_KPM,53.9,375.3,35.9,22.75\ncell-583,south_cluster,O1_PM,74.2,167.5,52.4,28.27\ncell-777,south_cluster,O1_PM,28.4,265.9,23.4,5.57\ncell-777,south_cluster,E2_KPM,53.0,380.3,38.6,12.03\ncell-781,hospital_zone,E2_KPM,48.8,592.6,42.2,22.64\ncell-781,hospital_zone,O1_PM,75.9,139.3,47.3,28.64\ncell-843,hospital_zone,O1_PM,29.8,186.3,26.1,18.50\ncell-843,hospital_zone,E2_KPM,51.3,430.6,35.2,29.98\ncell-871,stadium,O1_PM,90.3,232.5,43.7,14.43\ncell-871,stadium,E2_KPM,29.2,571.3,30.4,27.37\ncell-893,south_cluster,O1_PM,35.7,648.4,27.6,5.32\ncell-893,south_cluster,E2_KPM,66.1,337.9,45.7,19.00\ncell-954,hospital_zone,O1_PM,27.6,145.0,21.7,17.57\ncell-954,hospital_zone,E2_KPM,34.5,91.7,33.2,30.39\ncell-970,hospital_zone,O1_PM,61.6,124.3,42.7,25.20\ncell-970,hospital_zone,E2_KPM,54.5,112.0,44.5,23.29\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b936e298147b049247a164ab0a5e3756f7b9fee06049b718d71a92e8954bac1e", "telemetry_sha256": "460d59179ce917d10c0a12180267a55f3e4447a5f705a4b5eeb95d95f885cb63", "tokens_cl100k": {"telemetry": 1154, "text": 18}, "extreme_cells": {"prb_util_pct": "cell-168", "edge_ue_thr_mbps": "cell-493"}, "decoy_cell": "cell-871"}}
+{"case_id": "ranintent_v1_test_0131", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Hello Operations, Axis Robotics requests lowering our automated machine control loop traffic to low priority across the north cluster. Please leave this configuration in place until we revoke it.", "telemetry": "KPM telemetry snapshot at 2026-10-10T09:08:01Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-181,north_cluster,E2_KPM,54.6,390.9,40.9,19.55\ncell-181,north_cluster,O1_PM,25.2,375.9,19.9,12.45\ncell-193,south_cluster,E2_KPM,58.5,210.8,40.9,17.14\ncell-193,south_cluster,O1_PM,42.2,369.6,38.2,16.97\ncell-235,south_cluster,E2_KPM,41.2,404.7,33.2,23.38\ncell-235,south_cluster,O1_PM,76.5,500.4,46.0,11.40\ncell-302,stadium,O1_PM,33.7,393.6,30.8,9.63\ncell-302,stadium,E2_KPM,25.5,304.1,23.8,27.32\ncell-339,south_cluster,O1_PM,60.2,84.4,42.6,31.91\ncell-339,south_cluster,E2_KPM,59.0,453.5,44.9,27.64\ncell-354,hospital_zone,O1_PM,21.2,601.2,26.8,14.00\ncell-354,hospital_zone,E2_KPM,27.1,255.8,29.8,18.07\ncell-423,stadium,E2_KPM,36.1,579.8,34.6,19.93\ncell-423,stadium,O1_PM,28.8,50.8,21.5,34.35\ncell-525,stadium,O1_PM,69.1,469.4,47.8,27.53\ncell-525,stadium,E2_KPM,71.7,348.3,51.2,13.58\ncell-562,south_cluster,E2_KPM,33.2,478.2,23.1,5.42\ncell-562,south_cluster,O1_PM,26.6,368.5,20.4,21.23\ncell-563,north_cluster,O1_PM,53.3,473.8,39.6,25.02\ncell-563,north_cluster,E2_KPM,51.9,224.2,43.1,16.56\ncell-570,hospital_zone,O1_PM,26.4,139.6,30.4,33.22\ncell-570,hospital_zone,E2_KPM,64.4,330.5,42.0,17.68\ncell-651,stadium,O1_PM,52.8,413.7,37.9,29.47\ncell-651,stadium,E2_KPM,39.5,114.2,29.2,19.62\ncell-709,stadium,O1_PM,25.2,257.7,23.6,19.45\ncell-709,stadium,E2_KPM,87.3,131.2,54.6,23.30\ncell-804,hospital_zone,O1_PM,39.1,204.8,35.5,33.47\ncell-804,hospital_zone,E2_KPM,61.0,555.9,44.9,8.48\ncell-829,south_cluster,E2_KPM,17.8,273.8,17.4,1.66\ncell-829,south_cluster,O1_PM,61.4,617.7,38.8,34.56\ncell-863,north_cluster,E2_KPM,42.1,470.6,29.4,26.53\ncell-863,north_cluster,O1_PM,44.5,131.4,35.5,24.95\ncell-865,north_cluster,E2_KPM,41.2,340.4,27.9,28.09\ncell-865,north_cluster,O1_PM,73.2,261.2,53.2,18.26\ncell-886,hospital_zone,O1_PM,63.6,571.7,42.3,26.74\ncell-886,hospital_zone,E2_KPM,19.0,416.5,18.5,24.28\ncell-891,hospital_zone,E2_KPM,47.4,535.0,36.6,10.97\ncell-891,hospital_zone,O1_PM,49.6,342.8,41.1,21.70\ncell-916,south_cluster,E2_KPM,39.4,326.7,37.0,15.23\ncell-916,south_cluster,O1_PM,27.0,47.7,29.7,26.43\ncell-988,north_cluster,O1_PM,18.6,274.9,16.0,17.87\ncell-988,north_cluster,E2_KPM,49.1,117.4,36.5,7.01\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "north_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d20501269cde710c8432a15c395502297fce7e8442dd519eb24a763fdc3e73e6", "telemetry_sha256": "d0e1c51ecb8d3664d1cd4946f311e99a36d7e08ef4651b6ae4565996b2fcdf82", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-709", "edge_ue_thr_mbps": "cell-829"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0132", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Ticket from Axis Robotics: Demote automated machine control loop traffic to low priority on cells where edge clients experience lowest throughput for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-24T09:02:37Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-182,hospital_zone,E2_KPM,51.3,331.7,31.8,17.82\ncell-182,hospital_zone,O1_PM,41.4,585.7,36.7,15.02\ncell-223,north_cluster,E2_KPM,33.6,635.1,31.8,11.32\ncell-223,north_cluster,O1_PM,50.8,74.4,41.5,0.70\ncell-334,stadium,O1_PM,35.6,97.8,32.4,13.03\ncell-334,stadium,E2_KPM,46.2,467.0,33.2,11.42\ncell-341,south_cluster,E2_KPM,15.2,619.2,21.4,1.45\ncell-341,south_cluster,O1_PM,17.6,377.1,21.8,13.51\ncell-381,south_cluster,E2_KPM,79.4,470.8,56.0,27.25\ncell-381,south_cluster,O1_PM,46.4,131.7,41.1,19.16\ncell-384,north_cluster,O1_PM,72.4,273.5,48.6,13.02\ncell-384,north_cluster,E2_KPM,28.8,377.6,23.1,6.13\ncell-392,hospital_zone,E2_KPM,63.1,369.5,40.0,18.27\ncell-392,hospital_zone,O1_PM,15.2,399.1,15.7,31.27\ncell-402,stadium,O1_PM,28.3,550.1,26.7,24.31\ncell-402,stadium,E2_KPM,92.9,444.4,52.6,5.56\ncell-515,hospital_zone,E2_KPM,25.2,230.4,19.9,24.87\ncell-515,hospital_zone,O1_PM,37.1,166.1,36.2,32.77\ncell-544,north_cluster,E2_KPM,34.9,50.4,34.5,10.06\ncell-544,north_cluster,O1_PM,42.3,150.3,35.1,23.45\ncell-628,south_cluster,E2_KPM,46.0,407.6,30.9,9.86\ncell-628,south_cluster,O1_PM,24.6,452.0,28.3,29.79\ncell-643,hospital_zone,O1_PM,81.8,316.6,53.5,34.44\ncell-643,hospital_zone,E2_KPM,77.5,374.0,55.0,12.21\ncell-709,south_cluster,E2_KPM,42.1,569.0,38.9,28.54\ncell-709,south_cluster,O1_PM,53.9,616.0,33.8,26.10\ncell-745,hospital_zone,O1_PM,59.6,40.2,36.2,28.46\ncell-745,hospital_zone,E2_KPM,43.3,596.7,39.2,25.20\ncell-760,stadium,E2_KPM,33.0,198.4,31.9,5.05\ncell-760,stadium,O1_PM,46.6,114.8,41.2,22.35\ncell-793,stadium,E2_KPM,80.5,649.6,54.7,17.58\ncell-793,stadium,O1_PM,49.1,606.9,40.7,34.52\ncell-852,north_cluster,E2_KPM,63.2,442.9,48.1,4.95\ncell-852,north_cluster,O1_PM,33.6,300.9,27.0,18.16\ncell-854,north_cluster,E2_KPM,30.9,330.2,28.6,29.54\ncell-854,north_cluster,O1_PM,52.3,627.1,41.5,4.57\ncell-883,south_cluster,O1_PM,63.3,483.1,47.4,14.32\ncell-883,south_cluster,E2_KPM,80.3,266.5,48.2,12.34\ncell-913,north_cluster,O1_PM,48.6,211.0,35.5,27.38\ncell-913,north_cluster,E2_KPM,37.7,55.7,25.6,27.67\ncell-999,stadium,E2_KPM,54.9,232.0,36.8,6.72\ncell-999,stadium,O1_PM,40.1,529.7,33.0,31.12\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b31abb97c27dc0a0df4b7abb6e3bb8df7557afbf5772953e54352d81b9e3ca7a", "telemetry_sha256": "1975fb9eb89d793a6e3e3bc0176adab44f4c49c0bd455e584f2e982e1ce32fdd", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-402", "edge_ue_thr_mbps": "cell-341"}, "decoy_cell": "cell-223", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0133", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: elevate ambulance and police camera video feeds to top critical priority on cells where edge clients experience lowest data throughput until cancelled.", "telemetry": "KPM telemetry snapshot at 2026-10-14T10:55:22Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,north_cluster,O1_PM,77.3,404.7,55.6,30.22\ncell-120,north_cluster,E2_KPM,58.9,425.3,44.5,8.19\ncell-139,south_cluster,E2_KPM,34.6,537.5,33.7,17.75\ncell-139,south_cluster,O1_PM,40.9,595.1,30.4,29.85\ncell-156,hospital_zone,E2_KPM,92.0,47.4,56.0,7.04\ncell-156,hospital_zone,O1_PM,48.9,392.6,37.1,24.88\ncell-184,south_cluster,E2_KPM,80.3,310.4,50.1,16.20\ncell-184,south_cluster,O1_PM,77.8,633.8,54.8,26.96\ncell-234,stadium,O1_PM,45.9,360.3,40.0,24.39\ncell-234,stadium,E2_KPM,55.6,510.7,35.7,9.97\ncell-236,north_cluster,E2_KPM,62.8,309.6,48.1,20.29\ncell-236,north_cluster,O1_PM,25.5,231.6,26.8,25.76\ncell-255,north_cluster,O1_PM,75.0,643.5,52.0,31.17\ncell-255,north_cluster,E2_KPM,56.8,430.3,38.2,28.22\ncell-273,south_cluster,O1_PM,57.1,286.2,44.9,18.15\ncell-273,south_cluster,E2_KPM,54.1,552.6,37.8,5.05\ncell-299,south_cluster,E2_KPM,19.2,427.8,26.1,9.41\ncell-299,south_cluster,O1_PM,20.9,424.9,19.3,16.48\ncell-463,stadium,O1_PM,34.3,212.7,30.5,17.47\ncell-463,stadium,E2_KPM,30.4,200.2,22.2,14.76\ncell-501,hospital_zone,O1_PM,20.8,135.0,25.8,15.58\ncell-501,hospital_zone,E2_KPM,53.7,597.3,37.6,32.18\ncell-503,stadium,E2_KPM,25.5,42.0,19.4,25.24\ncell-503,stadium,O1_PM,25.7,434.0,29.6,21.20\ncell-521,north_cluster,E2_KPM,36.0,339.4,26.0,23.88\ncell-521,north_cluster,O1_PM,61.9,539.3,48.9,10.78\ncell-618,south_cluster,O1_PM,25.1,441.7,23.1,12.91\ncell-618,south_cluster,E2_KPM,55.7,582.1,36.1,1.84\ncell-665,north_cluster,E2_KPM,40.6,324.0,32.6,29.90\ncell-665,north_cluster,O1_PM,53.2,605.7,43.6,17.14\ncell-669,hospital_zone,O1_PM,61.9,560.7,47.7,32.24\ncell-669,hospital_zone,E2_KPM,52.0,462.7,36.8,23.50\ncell-833,south_cluster,O1_PM,77.9,183.2,55.9,21.81\ncell-833,south_cluster,E2_KPM,59.8,224.6,44.0,19.65\ncell-864,hospital_zone,O1_PM,46.8,42.3,35.6,33.72\ncell-864,hospital_zone,E2_KPM,23.1,234.3,27.7,22.60\ncell-886,stadium,E2_KPM,17.2,386.1,25.1,31.59\ncell-886,stadium,O1_PM,59.0,491.5,40.5,10.77\ncell-964,hospital_zone,E2_KPM,21.2,549.3,18.7,21.64\ncell-964,hospital_zone,O1_PM,38.1,558.2,34.7,24.98\ncell-969,stadium,E2_KPM,69.0,356.4,41.3,29.16\ncell-969,stadium,O1_PM,17.3,512.0,26.4,24.91\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d0a4f56687344f36b7e2c33c389e3fe8a800fa726f9aa41683ee22560f3f8b64", "telemetry_sha256": "17f00502f2f3adb1cb5fda75d1ab17d6e58adaee17c0a01237eba41effc53dbf", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-156", "edge_ue_thr_mbps": "cell-618"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0134", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Under standard operational restoration, the operator shall annul previous traffic adjustments and reinstate default handling for automated machine feedback loop communications on radio nodes where edge users face lowest data rates.", "telemetry": "KPM telemetry snapshot at 2026-10-23T18:26:43Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,south_cluster,E2_KPM,79.8,344.9,45.9,29.40\ncell-120,south_cluster,O1_PM,41.0,76.8,27.0,34.04\ncell-172,south_cluster,O1_PM,25.0,516.6,24.1,22.22\ncell-172,south_cluster,E2_KPM,83.8,446.6,58.1,29.37\ncell-196,hospital_zone,O1_PM,70.2,393.8,47.8,0.53\ncell-196,hospital_zone,E2_KPM,16.3,79.4,15.8,21.18\ncell-205,stadium,O1_PM,22.9,454.2,26.2,14.06\ncell-205,stadium,E2_KPM,41.8,530.2,33.5,28.94\ncell-244,stadium,O1_PM,77.8,79.5,52.6,8.30\ncell-244,stadium,E2_KPM,55.5,579.3,44.9,32.80\ncell-247,north_cluster,O1_PM,70.8,231.4,48.8,28.33\ncell-247,north_cluster,E2_KPM,39.5,123.8,28.1,14.46\ncell-294,hospital_zone,E2_KPM,79.9,56.4,54.8,7.25\ncell-294,hospital_zone,O1_PM,80.1,92.7,53.6,25.02\ncell-429,north_cluster,E2_KPM,80.0,179.4,55.5,33.32\ncell-429,north_cluster,O1_PM,29.7,327.9,23.3,27.88\ncell-543,hospital_zone,E2_KPM,26.2,80.6,21.5,17.05\ncell-543,hospital_zone,O1_PM,75.5,554.8,54.9,23.86\ncell-570,south_cluster,O1_PM,16.3,576.9,16.6,15.26\ncell-570,south_cluster,E2_KPM,96.0,367.1,55.6,26.13\ncell-578,south_cluster,E2_KPM,72.9,217.6,53.9,27.85\ncell-578,south_cluster,O1_PM,72.5,56.6,49.3,19.59\ncell-594,south_cluster,O1_PM,82.0,647.3,48.8,29.59\ncell-594,south_cluster,E2_KPM,59.2,112.2,37.5,22.44\ncell-629,stadium,O1_PM,46.3,302.2,34.2,11.76\ncell-629,stadium,E2_KPM,26.2,344.8,29.0,5.19\ncell-648,north_cluster,O1_PM,77.7,86.5,45.8,30.02\ncell-648,north_cluster,E2_KPM,58.4,315.9,43.1,11.71\ncell-691,north_cluster,O1_PM,19.3,68.8,26.9,24.28\ncell-691,north_cluster,E2_KPM,28.8,577.4,23.0,31.31\ncell-703,hospital_zone,E2_KPM,58.7,431.3,36.5,29.70\ncell-703,hospital_zone,O1_PM,47.1,250.4,32.3,19.65\ncell-858,stadium,E2_KPM,64.2,557.0,44.6,1.91\ncell-858,stadium,O1_PM,56.2,441.3,35.2,20.02\ncell-898,north_cluster,E2_KPM,45.3,315.7,32.9,19.20\ncell-898,north_cluster,O1_PM,68.4,132.5,44.6,30.52\ncell-948,hospital_zone,O1_PM,75.7,355.2,50.8,11.55\ncell-948,hospital_zone,E2_KPM,23.7,560.6,19.7,25.09\ncell-986,stadium,O1_PM,25.4,190.0,29.4,30.37\ncell-986,stadium,E2_KPM,51.7,332.5,35.0,17.24\ncell-989,stadium,O1_PM,42.7,431.2,37.6,27.03\ncell-989,stadium,E2_KPM,46.2,587.5,34.3,20.67\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "42dd6f41167246cf5198c74d1798b6a2f06d32b7960e26a5308948892843e23c", "telemetry_sha256": "5da4a4806b8a3816c033066a939ee896406a004609e5c889945eca44dbbf743b", "tokens_cl100k": {"telemetry": 1152, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-570", "edge_ue_thr_mbps": "cell-858"}, "decoy_cell": "cell-196", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0135", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Exposure note from Axis Robotics: Elevate sensor and meter reporting packets to high priority across the stadium cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-24T10:44:11Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-138,stadium,E2_KPM,44.3,485.1,31.4,15.60\ncell-138,stadium,O1_PM,49.9,321.5,41.9,11.70\ncell-365,stadium,E2_KPM,20.0,608.0,18.5,9.57\ncell-365,stadium,O1_PM,27.4,369.9,20.7,31.80\ncell-468,hospital_zone,E2_KPM,86.2,535.6,49.7,6.07\ncell-468,hospital_zone,O1_PM,73.5,130.6,52.9,5.54\ncell-490,south_cluster,O1_PM,74.5,463.8,50.4,12.44\ncell-490,south_cluster,E2_KPM,21.4,183.2,22.4,33.02\ncell-494,stadium,E2_KPM,15.5,624.0,16.6,22.60\ncell-494,stadium,O1_PM,21.5,187.3,27.6,10.78\ncell-539,hospital_zone,O1_PM,50.7,361.0,35.2,30.67\ncell-539,hospital_zone,E2_KPM,46.9,436.4,31.6,12.97\ncell-556,stadium,O1_PM,71.2,171.7,44.1,18.46\ncell-556,stadium,E2_KPM,43.4,597.2,33.4,9.58\ncell-637,south_cluster,E2_KPM,73.4,58.0,50.2,10.46\ncell-637,south_cluster,O1_PM,76.7,471.2,50.4,23.67\ncell-653,north_cluster,E2_KPM,59.5,366.9,40.9,24.11\ncell-653,north_cluster,O1_PM,56.1,519.9,46.0,31.93\ncell-669,stadium,E2_KPM,53.8,563.2,36.7,8.98\ncell-669,stadium,O1_PM,18.6,478.5,21.9,29.56\ncell-692,south_cluster,E2_KPM,75.0,632.8,45.7,13.03\ncell-692,south_cluster,O1_PM,68.9,289.2,47.5,28.34\ncell-719,north_cluster,O1_PM,18.4,362.5,15.5,5.12\ncell-719,north_cluster,E2_KPM,64.8,643.4,42.2,32.48\ncell-760,north_cluster,E2_KPM,47.9,491.4,35.3,21.39\ncell-760,north_cluster,O1_PM,25.0,570.2,21.4,22.63\ncell-768,south_cluster,O1_PM,88.1,290.2,33.2,12.22\ncell-768,south_cluster,E2_KPM,15.3,628.4,22.3,1.86\ncell-786,north_cluster,O1_PM,54.6,542.0,41.5,23.88\ncell-786,north_cluster,E2_KPM,27.4,86.8,29.3,9.80\ncell-794,hospital_zone,O1_PM,48.8,411.1,38.8,22.40\ncell-794,hospital_zone,E2_KPM,46.5,217.7,29.4,16.54\ncell-849,north_cluster,E2_KPM,18.4,613.0,21.3,8.56\ncell-849,north_cluster,O1_PM,20.5,465.8,19.4,7.35\ncell-853,hospital_zone,O1_PM,15.8,344.7,21.0,6.01\ncell-853,hospital_zone,E2_KPM,46.4,146.6,40.1,25.22\ncell-864,hospital_zone,E2_KPM,72.0,510.1,52.7,24.76\ncell-864,hospital_zone,O1_PM,37.3,410.5,25.0,23.27\ncell-902,north_cluster,O1_PM,38.8,274.2,30.8,16.43\ncell-902,north_cluster,E2_KPM,55.3,415.4,42.4,13.22\ncell-914,south_cluster,O1_PM,30.3,172.3,29.4,34.43\ncell-914,south_cluster,E2_KPM,38.8,636.1,37.0,31.08\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "52c003dc7e2e72f8bc44807355d2ce04d269cb7da253168507ffb9185226f64d", "telemetry_sha256": "aae9ef4a371560c3ea9d4c1c025593158cac873b029ea2f3af468038d5c1929c", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-468", "edge_ue_thr_mbps": "cell-768"}, "decoy_cell": "cell-768"}}
+{"case_id": "ranintent_v1_test_0136", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, restore factory default policies for automated machine control loops in the south cluster and cancel prior modifications.", "telemetry": "KPM telemetry snapshot at 2026-10-19T21:30:22Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-198,south_cluster,O1_PM,95.1,288.1,49.0,34.04\ncell-198,south_cluster,E2_KPM,64.6,596.8,48.4,15.25\ncell-230,south_cluster,O1_PM,23.5,540.0,23.8,6.13\ncell-230,south_cluster,E2_KPM,81.4,71.1,58.2,9.22\ncell-240,north_cluster,O1_PM,70.1,633.7,43.6,24.82\ncell-240,north_cluster,E2_KPM,63.3,417.3,46.7,30.18\ncell-280,hospital_zone,E2_KPM,28.0,420.0,28.6,34.29\ncell-280,hospital_zone,O1_PM,22.6,328.7,24.8,28.72\ncell-281,south_cluster,O1_PM,21.4,438.0,17.4,21.10\ncell-281,south_cluster,E2_KPM,32.7,637.6,34.1,32.64\ncell-298,hospital_zone,O1_PM,80.0,207.8,55.2,22.68\ncell-298,hospital_zone,E2_KPM,47.2,398.1,36.3,3.92\ncell-367,hospital_zone,E2_KPM,50.9,369.6,32.1,17.49\ncell-367,hospital_zone,O1_PM,32.8,609.6,30.3,11.63\ncell-422,north_cluster,O1_PM,22.5,95.5,23.1,17.98\ncell-422,north_cluster,E2_KPM,37.6,313.3,25.0,19.98\ncell-473,stadium,E2_KPM,57.6,578.2,36.3,34.01\ncell-473,stadium,O1_PM,39.2,81.7,30.1,29.33\ncell-527,north_cluster,O1_PM,50.0,354.2,37.8,34.98\ncell-527,north_cluster,E2_KPM,92.3,128.5,57.8,34.79\ncell-546,hospital_zone,O1_PM,76.4,41.0,47.5,8.93\ncell-546,hospital_zone,E2_KPM,33.0,596.4,29.5,9.03\ncell-577,hospital_zone,O1_PM,26.8,485.6,24.9,28.75\ncell-577,hospital_zone,E2_KPM,39.5,643.6,32.0,29.01\ncell-591,north_cluster,O1_PM,43.1,242.6,35.7,19.81\ncell-591,north_cluster,E2_KPM,26.6,595.8,26.3,11.53\ncell-604,stadium,E2_KPM,68.7,401.6,42.7,23.10\ncell-604,stadium,O1_PM,50.4,63.6,32.1,30.55\ncell-610,hospital_zone,O1_PM,30.2,631.5,23.4,24.94\ncell-610,hospital_zone,E2_KPM,52.5,344.9,35.3,0.73\ncell-661,south_cluster,O1_PM,53.7,380.3,33.8,21.48\ncell-661,south_cluster,E2_KPM,34.5,242.9,31.0,7.86\ncell-704,north_cluster,O1_PM,41.0,290.9,37.6,6.21\ncell-704,north_cluster,E2_KPM,28.1,104.1,20.4,28.59\ncell-780,stadium,O1_PM,66.6,234.3,49.6,26.82\ncell-780,stadium,E2_KPM,20.0,517.8,23.3,19.86\ncell-781,stadium,E2_KPM,48.7,230.7,31.7,23.66\ncell-781,stadium,O1_PM,44.3,587.7,33.5,10.28\ncell-837,stadium,E2_KPM,44.6,404.2,32.2,5.88\ncell-837,stadium,O1_PM,77.8,201.3,45.6,30.60\ncell-960,south_cluster,E2_KPM,37.9,524.3,36.8,5.32\ncell-960,south_cluster,O1_PM,43.3,182.6,34.5,32.58\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "db5c7f05a5c7135c9b40dbc271ebb39378907c43454056538e0bce9086dfb96c", "telemetry_sha256": "2f983986ed8b98e5aa8803eda55dbac4414f5dae51b92ba0420e3218edb07c2b", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-527", "edge_ue_thr_mbps": "cell-610"}, "decoy_cell": "cell-198"}}
+{"case_id": "ranintent_v1_test_0137", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi RAN operations, please reserve a dedicated minimum of fifty percent of available radio resources for bulk analytics data ingest on cells experiencing peak congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-05T19:28:48Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,O1_PM,84.5,608.5,52.6,12.59\ncell-109,south_cluster,E2_KPM,69.9,410.0,43.2,11.73\ncell-120,stadium,O1_PM,55.8,116.0,38.6,6.55\ncell-120,stadium,E2_KPM,66.0,522.3,39.1,22.96\ncell-133,south_cluster,E2_KPM,58.1,532.0,40.8,20.13\ncell-133,south_cluster,O1_PM,39.1,522.3,28.4,12.94\ncell-174,hospital_zone,E2_KPM,52.4,260.0,32.4,27.98\ncell-174,hospital_zone,O1_PM,65.7,318.4,50.1,31.36\ncell-224,hospital_zone,E2_KPM,40.3,492.6,34.9,30.30\ncell-224,hospital_zone,O1_PM,23.8,111.6,18.1,22.70\ncell-225,north_cluster,E2_KPM,51.1,489.0,33.9,21.90\ncell-225,north_cluster,O1_PM,37.7,635.5,33.3,9.38\ncell-236,south_cluster,E2_KPM,35.0,521.1,27.3,16.00\ncell-236,south_cluster,O1_PM,73.9,637.9,44.5,32.52\ncell-270,north_cluster,E2_KPM,86.0,164.0,51.1,17.05\ncell-270,north_cluster,O1_PM,34.2,387.5,30.8,12.65\ncell-309,stadium,E2_KPM,67.7,542.4,42.9,21.94\ncell-309,stadium,O1_PM,16.1,243.6,23.7,8.30\ncell-389,south_cluster,O1_PM,64.4,208.1,42.7,20.63\ncell-389,south_cluster,E2_KPM,48.9,621.3,32.9,29.21\ncell-390,south_cluster,O1_PM,72.6,100.8,49.6,10.99\ncell-390,south_cluster,E2_KPM,59.0,425.8,36.1,10.06\ncell-474,stadium,O1_PM,47.8,40.0,33.5,31.51\ncell-474,stadium,E2_KPM,53.7,454.9,38.7,5.36\ncell-519,hospital_zone,E2_KPM,33.9,432.4,33.2,5.28\ncell-519,hospital_zone,O1_PM,61.0,391.5,45.6,24.22\ncell-580,north_cluster,O1_PM,28.2,450.0,23.2,16.59\ncell-580,north_cluster,E2_KPM,22.2,362.4,23.8,27.17\ncell-595,north_cluster,E2_KPM,35.0,403.5,28.2,15.95\ncell-595,north_cluster,O1_PM,97.2,78.9,21.2,19.67\ncell-656,stadium,O1_PM,85.8,493.2,57.5,19.51\ncell-656,stadium,E2_KPM,80.6,554.7,47.0,7.01\ncell-673,hospital_zone,O1_PM,31.0,66.8,29.3,25.29\ncell-673,hospital_zone,E2_KPM,22.0,138.6,18.0,31.54\ncell-746,north_cluster,E2_KPM,80.1,80.3,51.2,6.62\ncell-746,north_cluster,O1_PM,78.0,224.2,47.5,24.41\ncell-847,hospital_zone,E2_KPM,45.6,495.7,38.4,21.68\ncell-847,hospital_zone,O1_PM,24.7,111.2,21.3,22.38\ncell-932,hospital_zone,E2_KPM,94.7,647.5,56.7,10.55\ncell-932,hospital_zone,O1_PM,63.8,242.5,47.2,6.48\ncell-949,stadium,O1_PM,35.0,95.7,27.0,15.42\ncell-949,stadium,E2_KPM,36.4,415.8,29.8,1.77\n", "truth": {"action": "guarantee_share", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "50", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2be7eb9251f7750f5e909566b336cc384ef7399aa20b42eb66bfd3645e56f64d", "telemetry_sha256": "999bf772512ad092af74c321cf54282f0a6944c7ce7f121ae48321c55f0fa553", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-932", "edge_ue_thr_mbps": "cell-949"}, "decoy_cell": "cell-595", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0138", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Ticket from Axis Robotics: Escalate sensor reporting and low-rate meter data to high priority across the south cluster until the current incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-19T08:39:35Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-152,north_cluster,O1_PM,36.5,187.3,27.2,33.11\ncell-152,north_cluster,E2_KPM,68.6,452.5,45.5,28.18\ncell-234,hospital_zone,E2_KPM,62.8,437.9,45.1,33.10\ncell-234,hospital_zone,O1_PM,61.5,57.6,42.1,10.97\ncell-249,north_cluster,O1_PM,31.2,594.9,29.8,33.07\ncell-249,north_cluster,E2_KPM,15.3,233.8,19.9,14.24\ncell-284,hospital_zone,E2_KPM,20.5,274.7,20.1,19.45\ncell-284,hospital_zone,O1_PM,63.8,412.9,39.3,24.41\ncell-389,hospital_zone,E2_KPM,78.1,172.6,47.6,19.13\ncell-389,hospital_zone,O1_PM,57.3,365.0,41.4,13.52\ncell-422,stadium,O1_PM,80.1,205.1,49.9,12.71\ncell-422,stadium,E2_KPM,75.4,412.2,52.5,31.03\ncell-472,north_cluster,E2_KPM,65.3,318.5,49.6,8.65\ncell-472,north_cluster,O1_PM,50.8,611.1,41.1,28.65\ncell-532,south_cluster,O1_PM,61.1,605.8,39.2,24.74\ncell-532,south_cluster,E2_KPM,75.4,197.8,53.3,28.84\ncell-550,south_cluster,E2_KPM,62.9,204.5,48.3,32.70\ncell-550,south_cluster,O1_PM,48.9,480.5,41.1,12.74\ncell-590,hospital_zone,E2_KPM,51.4,203.9,39.4,33.25\ncell-590,hospital_zone,O1_PM,79.3,115.9,53.4,8.71\ncell-611,stadium,E2_KPM,44.9,240.8,36.7,14.18\ncell-611,stadium,O1_PM,62.0,254.7,48.4,32.80\ncell-656,stadium,O1_PM,62.2,400.7,41.6,17.26\ncell-656,stadium,E2_KPM,37.2,494.1,32.2,9.76\ncell-671,stadium,E2_KPM,18.5,309.3,15.9,21.81\ncell-671,stadium,O1_PM,54.1,138.6,43.8,12.37\ncell-676,stadium,O1_PM,57.9,525.4,46.8,29.97\ncell-676,stadium,E2_KPM,77.5,60.7,56.3,1.41\ncell-693,north_cluster,O1_PM,46.6,480.7,34.7,29.70\ncell-693,north_cluster,E2_KPM,72.4,212.0,49.5,28.48\ncell-701,south_cluster,E2_KPM,33.0,583.0,29.7,18.76\ncell-701,south_cluster,O1_PM,79.1,533.7,57.2,29.72\ncell-716,south_cluster,E2_KPM,41.5,419.1,36.0,23.74\ncell-716,south_cluster,O1_PM,67.9,142.1,50.3,20.91\ncell-729,hospital_zone,O1_PM,17.3,633.8,21.6,25.12\ncell-729,hospital_zone,E2_KPM,35.0,250.1,25.3,27.40\ncell-739,south_cluster,O1_PM,41.7,529.8,32.1,12.45\ncell-739,south_cluster,E2_KPM,52.7,75.5,35.6,21.26\ncell-918,north_cluster,O1_PM,91.2,637.1,41.4,24.08\ncell-918,north_cluster,E2_KPM,75.0,351.7,46.8,26.52\ncell-989,hospital_zone,E2_KPM,88.7,606.0,56.2,9.34\ncell-989,hospital_zone,O1_PM,74.6,647.6,52.2,20.29\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2960b6a30e4e88b5866b30794a3d7e3b4deee7307740c0d1bac1ffc888325f78", "telemetry_sha256": "78a109fbb3b09e0b452f207ca6a93e05910783829ea2e72352b4584e3ee91abe", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-989", "edge_ue_thr_mbps": "cell-676"}, "decoy_cell": "cell-918"}}
+{"case_id": "ranintent_v1_test_0139", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Team: keep subscriber video streaming computations bounded within the metro edge data facility on heavily congested towers for the next sixty minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-20T15:15:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,hospital_zone,E2_KPM,30.4,257.9,24.3,25.00\ncell-107,hospital_zone,O1_PM,44.7,627.6,35.4,10.58\ncell-111,south_cluster,E2_KPM,62.0,128.6,46.5,31.18\ncell-111,south_cluster,O1_PM,95.5,524.5,38.6,12.71\ncell-143,hospital_zone,E2_KPM,55.1,419.9,34.6,9.00\ncell-143,hospital_zone,O1_PM,34.6,76.1,32.9,14.90\ncell-163,north_cluster,O1_PM,40.3,327.8,27.6,9.01\ncell-163,north_cluster,E2_KPM,84.5,584.2,59.4,22.41\ncell-178,north_cluster,O1_PM,57.3,43.5,38.3,18.13\ncell-178,north_cluster,E2_KPM,39.8,328.3,36.4,9.97\ncell-182,stadium,O1_PM,68.8,611.4,48.4,14.59\ncell-182,stadium,E2_KPM,17.4,491.4,15.0,1.97\ncell-191,stadium,O1_PM,67.9,141.5,41.6,14.35\ncell-191,stadium,E2_KPM,62.1,189.3,49.0,17.12\ncell-319,north_cluster,E2_KPM,61.8,615.1,41.7,11.55\ncell-319,north_cluster,O1_PM,70.0,154.0,46.7,13.50\ncell-380,south_cluster,E2_KPM,79.5,314.2,46.3,5.44\ncell-380,south_cluster,O1_PM,57.2,631.5,40.5,13.44\ncell-418,south_cluster,O1_PM,37.8,542.0,35.1,10.96\ncell-418,south_cluster,E2_KPM,77.6,303.3,47.2,5.15\ncell-420,hospital_zone,E2_KPM,47.7,396.3,30.2,23.77\ncell-420,hospital_zone,O1_PM,70.8,291.0,41.8,34.09\ncell-576,north_cluster,E2_KPM,45.3,517.0,36.7,30.91\ncell-576,north_cluster,O1_PM,34.7,124.5,30.7,10.12\ncell-609,north_cluster,E2_KPM,25.1,168.4,29.8,5.63\ncell-609,north_cluster,O1_PM,54.6,80.0,45.2,10.47\ncell-647,hospital_zone,O1_PM,46.8,376.1,32.9,31.76\ncell-647,hospital_zone,E2_KPM,93.5,72.0,57.0,27.54\ncell-742,south_cluster,O1_PM,17.5,170.7,15.0,27.09\ncell-742,south_cluster,E2_KPM,73.9,313.7,52.1,21.87\ncell-744,hospital_zone,E2_KPM,65.5,324.3,43.7,15.71\ncell-744,hospital_zone,O1_PM,51.8,627.4,43.8,5.92\ncell-776,north_cluster,E2_KPM,29.4,40.5,31.3,8.16\ncell-776,north_cluster,O1_PM,82.6,263.9,48.7,7.20\ncell-783,stadium,O1_PM,16.0,638.7,23.8,7.89\ncell-783,stadium,E2_KPM,30.8,438.8,27.6,4.99\ncell-827,stadium,O1_PM,67.8,518.7,41.5,10.96\ncell-827,stadium,E2_KPM,82.2,585.8,57.6,9.01\ncell-882,stadium,E2_KPM,32.1,497.0,22.3,17.62\ncell-882,stadium,O1_PM,70.3,641.4,52.3,30.18\ncell-899,south_cluster,O1_PM,84.3,63.3,51.3,17.26\ncell-899,south_cluster,E2_KPM,22.4,491.1,26.5,18.49\n", "truth": {"action": "restrict_edge", "class": "video_streaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "65ab4b929131bdf0e9fec3ae5ca73563b9a3f6c07bdd7b1f97269c783dcff7ec", "telemetry_sha256": "21ad61050a2aea0330584bbd7519a5f2f03a6979fd035e2fe44684fd46e446e5", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-647", "edge_ue_thr_mbps": "cell-182"}, "decoy_cell": "cell-111", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0140", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The service management authority shall cancel active overrides and restore emergency response visual streams from bodycams and ambulances to default operational status on cells where perimeter subscribers experience poorest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-04T14:09:24Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-159,south_cluster,E2_KPM,89.4,401.3,51.0,29.95\ncell-159,south_cluster,O1_PM,42.0,100.9,29.3,28.01\ncell-193,hospital_zone,O1_PM,21.2,139.2,19.8,34.48\ncell-193,hospital_zone,E2_KPM,58.7,447.5,42.2,21.40\ncell-277,south_cluster,E2_KPM,79.4,140.5,45.9,8.83\ncell-277,south_cluster,O1_PM,65.8,599.7,40.2,14.72\ncell-284,hospital_zone,O1_PM,22.6,392.8,22.6,14.48\ncell-284,hospital_zone,E2_KPM,80.1,649.2,52.1,23.86\ncell-337,stadium,O1_PM,63.6,45.6,39.0,12.26\ncell-337,stadium,E2_KPM,20.1,115.5,21.3,10.48\ncell-439,north_cluster,E2_KPM,27.2,100.9,31.2,16.80\ncell-439,north_cluster,O1_PM,33.8,352.9,32.1,26.63\ncell-493,north_cluster,O1_PM,40.9,383.5,27.3,24.59\ncell-493,north_cluster,E2_KPM,48.1,482.7,31.4,30.12\ncell-583,stadium,E2_KPM,26.3,281.1,25.4,20.94\ncell-583,stadium,O1_PM,53.9,333.3,42.7,19.32\ncell-612,hospital_zone,E2_KPM,59.7,392.1,45.3,1.39\ncell-612,hospital_zone,O1_PM,68.3,217.1,51.1,23.38\ncell-670,stadium,O1_PM,38.7,351.7,26.7,17.69\ncell-670,stadium,E2_KPM,50.6,177.8,37.2,18.71\ncell-718,stadium,E2_KPM,17.5,41.5,16.3,13.32\ncell-718,stadium,O1_PM,67.7,112.0,47.4,28.30\ncell-721,hospital_zone,E2_KPM,18.9,254.7,22.0,25.85\ncell-721,hospital_zone,O1_PM,52.9,80.1,32.9,8.63\ncell-723,north_cluster,E2_KPM,68.6,435.7,43.0,7.18\ncell-723,north_cluster,O1_PM,55.8,396.9,38.1,31.09\ncell-738,south_cluster,O1_PM,27.7,210.1,20.7,22.20\ncell-738,south_cluster,E2_KPM,18.6,441.8,19.6,34.28\ncell-815,south_cluster,O1_PM,27.4,281.1,28.3,22.16\ncell-815,south_cluster,E2_KPM,60.0,490.6,44.0,19.14\ncell-840,stadium,O1_PM,43.7,498.3,35.2,0.26\ncell-840,stadium,E2_KPM,51.0,553.6,32.6,23.47\ncell-859,north_cluster,O1_PM,71.6,214.0,48.0,27.54\ncell-859,north_cluster,E2_KPM,42.5,68.3,29.2,11.25\ncell-921,north_cluster,O1_PM,36.7,153.8,30.1,8.81\ncell-921,north_cluster,E2_KPM,26.8,543.1,29.3,26.32\ncell-926,south_cluster,O1_PM,26.1,492.6,22.0,12.02\ncell-926,south_cluster,E2_KPM,75.8,272.7,44.9,17.12\ncell-944,hospital_zone,E2_KPM,46.1,634.2,36.7,33.56\ncell-944,hospital_zone,O1_PM,69.4,128.5,42.7,27.26\ncell-964,hospital_zone,E2_KPM,23.3,321.1,27.0,10.52\ncell-964,hospital_zone,O1_PM,32.0,511.9,27.3,22.98\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "0100acf822d20ab92ea3481981d6b54bfe80c4687575ecc0e1893250fd8f7e11", "telemetry_sha256": "72b0529a6dd81c2689eba26d56b0d867a1bdffbb7b0f13e7b545d2344006d073", "tokens_cl100k": {"telemetry": 1154, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-159", "edge_ue_thr_mbps": "cell-612"}, "decoy_cell": "cell-840", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0141", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics exposure request: Elevate our sensor and meter reporting data to high priority across the most congested cells for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-26T10:15:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,north_cluster,E2_KPM,79.7,523.5,50.0,11.52\ncell-106,north_cluster,O1_PM,54.6,154.5,42.4,5.50\ncell-109,north_cluster,O1_PM,21.8,592.9,17.1,23.24\ncell-109,north_cluster,E2_KPM,81.2,141.9,57.6,12.53\ncell-112,hospital_zone,E2_KPM,43.8,305.7,31.1,30.38\ncell-112,hospital_zone,O1_PM,45.6,624.2,31.7,5.87\ncell-133,south_cluster,E2_KPM,48.6,644.0,37.9,31.45\ncell-133,south_cluster,O1_PM,60.4,283.0,47.9,4.44\ncell-260,stadium,O1_PM,23.4,567.8,23.6,34.97\ncell-260,stadium,E2_KPM,55.7,275.9,44.2,13.94\ncell-269,north_cluster,O1_PM,18.2,120.3,19.9,23.81\ncell-269,north_cluster,E2_KPM,65.5,120.2,50.0,14.75\ncell-328,south_cluster,O1_PM,66.5,92.8,46.2,25.05\ncell-328,south_cluster,E2_KPM,66.3,482.2,49.9,8.18\ncell-517,south_cluster,O1_PM,74.2,71.3,51.6,8.62\ncell-517,south_cluster,E2_KPM,81.3,583.6,54.7,29.30\ncell-540,hospital_zone,O1_PM,44.0,339.1,36.6,9.46\ncell-540,hospital_zone,E2_KPM,17.0,503.2,15.7,14.95\ncell-548,north_cluster,E2_KPM,33.4,316.4,26.5,26.94\ncell-548,north_cluster,O1_PM,92.7,484.9,33.9,10.91\ncell-564,south_cluster,E2_KPM,66.9,509.4,44.6,11.93\ncell-564,south_cluster,O1_PM,69.9,111.8,49.9,8.78\ncell-612,stadium,O1_PM,58.6,329.3,44.1,33.75\ncell-612,stadium,E2_KPM,62.6,394.6,37.5,27.39\ncell-621,stadium,O1_PM,74.5,294.3,49.6,8.68\ncell-621,stadium,E2_KPM,54.4,613.0,35.5,30.19\ncell-629,hospital_zone,E2_KPM,77.1,265.3,44.7,34.21\ncell-629,hospital_zone,O1_PM,81.0,440.6,49.0,16.55\ncell-771,south_cluster,E2_KPM,31.2,365.4,25.0,31.99\ncell-771,south_cluster,O1_PM,27.5,390.7,28.0,12.69\ncell-805,north_cluster,O1_PM,58.5,71.6,42.1,20.91\ncell-805,north_cluster,E2_KPM,21.4,596.0,19.3,1.40\ncell-807,north_cluster,O1_PM,37.7,442.8,25.1,26.61\ncell-807,north_cluster,E2_KPM,50.4,491.2,42.6,34.16\ncell-845,stadium,E2_KPM,54.1,404.4,44.6,18.05\ncell-845,stadium,O1_PM,35.2,626.8,30.3,17.41\ncell-918,hospital_zone,E2_KPM,79.9,585.7,54.9,30.06\ncell-918,hospital_zone,O1_PM,35.2,48.4,32.4,27.41\ncell-943,hospital_zone,E2_KPM,90.3,212.2,54.0,27.71\ncell-943,hospital_zone,O1_PM,17.2,557.2,16.5,4.75\ncell-963,stadium,E2_KPM,69.2,318.1,41.0,32.64\ncell-963,stadium,O1_PM,45.9,357.2,37.3,20.42\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5ccce832442d1c1a7fa3671f6ffd00809f2a2ce74dc4971ae72f1a644333ad3a", "telemetry_sha256": "fe9ede05a4724eb1415350a34e31c837cfc3ac8f7f8a4f342e41bf2b20dbff6c", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-943", "edge_ue_thr_mbps": "cell-805"}, "decoy_cell": "cell-548", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0142", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Assistant, restrict our cloud gaming and XR traffic to no more than 20% of radio resources on cells where edge user data rates are lowest for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-02T06:55:45Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,E2_KPM,40.2,143.6,35.0,23.76\ncell-113,south_cluster,O1_PM,35.9,326.9,31.9,26.18\ncell-133,south_cluster,E2_KPM,54.7,271.8,34.5,16.09\ncell-133,south_cluster,O1_PM,65.1,492.5,48.8,5.32\ncell-190,hospital_zone,O1_PM,18.5,475.0,17.4,5.11\ncell-190,hospital_zone,E2_KPM,45.3,159.0,37.7,11.86\ncell-193,stadium,E2_KPM,69.0,183.6,48.0,13.13\ncell-193,stadium,O1_PM,43.4,423.5,36.0,22.71\ncell-198,north_cluster,E2_KPM,54.3,377.7,33.3,19.19\ncell-198,north_cluster,O1_PM,75.4,459.0,44.8,20.30\ncell-220,hospital_zone,O1_PM,44.9,415.2,39.6,31.52\ncell-220,hospital_zone,E2_KPM,86.2,90.0,50.1,4.45\ncell-236,south_cluster,E2_KPM,66.6,467.9,41.7,5.32\ncell-236,south_cluster,O1_PM,59.8,642.3,45.0,32.30\ncell-251,stadium,E2_KPM,24.7,235.8,27.0,14.76\ncell-251,stadium,O1_PM,50.5,355.7,34.6,8.82\ncell-317,north_cluster,E2_KPM,67.6,603.0,48.2,11.24\ncell-317,north_cluster,O1_PM,68.5,47.1,41.4,18.04\ncell-323,hospital_zone,E2_KPM,39.6,358.5,36.9,17.44\ncell-323,hospital_zone,O1_PM,62.5,318.1,48.4,25.42\ncell-372,south_cluster,O1_PM,66.9,72.6,44.3,13.00\ncell-372,south_cluster,E2_KPM,32.3,339.6,29.2,8.94\ncell-373,stadium,O1_PM,73.9,288.0,49.4,32.08\ncell-373,stadium,E2_KPM,29.8,549.2,29.1,23.67\ncell-586,stadium,O1_PM,29.4,418.0,29.0,28.81\ncell-586,stadium,E2_KPM,71.0,452.6,49.5,5.42\ncell-658,south_cluster,E2_KPM,20.7,274.5,28.2,24.94\ncell-658,south_cluster,O1_PM,77.2,120.2,54.9,22.64\ncell-667,north_cluster,O1_PM,55.5,118.4,39.6,19.12\ncell-667,north_cluster,E2_KPM,17.4,642.9,21.2,0.75\ncell-685,hospital_zone,O1_PM,65.6,344.5,43.7,29.36\ncell-685,hospital_zone,E2_KPM,47.9,240.7,31.2,12.64\ncell-756,stadium,E2_KPM,78.1,432.3,52.7,19.45\ncell-756,stadium,O1_PM,17.6,434.7,22.7,8.91\ncell-760,hospital_zone,E2_KPM,30.3,348.3,27.6,27.47\ncell-760,hospital_zone,O1_PM,37.5,77.9,31.2,0.47\ncell-831,north_cluster,E2_KPM,15.2,582.3,17.2,15.23\ncell-831,north_cluster,O1_PM,16.0,515.2,17.7,11.69\ncell-888,south_cluster,O1_PM,49.4,351.8,41.3,25.91\ncell-888,south_cluster,E2_KPM,38.9,328.4,35.6,6.49\ncell-964,north_cluster,E2_KPM,58.6,484.4,44.0,4.12\ncell-964,north_cluster,O1_PM,32.0,448.4,23.4,28.15\n", "truth": {"action": "cap_share", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "20", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d150eac7a0f09e1e28b9e4dd1ebae6878e786e406768f56fa3c387b90b40c3f6", "telemetry_sha256": "1cb1b99250fdabf850a21bc6ed83cb8a611c9172a13d2e374d3979a2541758a3", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-220", "edge_ue_thr_mbps": "cell-667"}, "decoy_cell": "cell-760", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0143", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello Operations Team, please revert real-time video broadcasts from emergency response units, covering ambulance cameras as well as body cameras, to baseline handling throughout any cell sites currently experiencing the heaviest congestion. This will cancel all prior adjustments and restore standard treatment for this traffic. Thank you, Operations.", "telemetry": "KPM telemetry snapshot at 2026-10-21T19:18:44Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,south_cluster,E2_KPM,42.8,267.9,38.4,19.53\ncell-118,south_cluster,O1_PM,54.4,149.0,39.8,34.54\ncell-199,north_cluster,O1_PM,61.4,295.8,47.7,28.79\ncell-199,north_cluster,E2_KPM,79.6,643.0,52.7,12.18\ncell-237,stadium,O1_PM,39.8,439.3,35.2,13.10\ncell-237,stadium,E2_KPM,77.6,371.6,50.4,34.70\ncell-282,hospital_zone,E2_KPM,23.9,63.4,25.7,4.49\ncell-282,hospital_zone,O1_PM,23.3,377.8,22.1,31.91\ncell-302,stadium,E2_KPM,58.6,162.6,45.7,8.01\ncell-302,stadium,O1_PM,34.6,93.8,34.6,28.91\ncell-360,south_cluster,E2_KPM,80.4,482.1,53.7,29.07\ncell-360,south_cluster,O1_PM,33.7,214.6,32.9,11.03\ncell-441,south_cluster,O1_PM,65.9,169.9,40.4,20.29\ncell-441,south_cluster,E2_KPM,39.3,331.2,28.1,4.95\ncell-467,stadium,E2_KPM,61.9,105.3,39.1,30.80\ncell-467,stadium,O1_PM,63.9,154.9,42.2,31.93\ncell-486,south_cluster,O1_PM,41.7,496.5,37.7,32.72\ncell-486,south_cluster,E2_KPM,21.2,291.7,19.1,16.42\ncell-501,north_cluster,E2_KPM,78.0,164.2,50.6,16.18\ncell-501,north_cluster,O1_PM,58.9,591.9,39.5,10.85\ncell-523,hospital_zone,E2_KPM,35.4,484.8,34.5,22.72\ncell-523,hospital_zone,O1_PM,30.5,163.3,29.9,25.35\ncell-608,hospital_zone,O1_PM,34.9,367.7,31.6,31.83\ncell-608,hospital_zone,E2_KPM,66.5,98.6,43.6,29.09\ncell-611,north_cluster,O1_PM,92.2,311.6,49.0,21.69\ncell-611,north_cluster,E2_KPM,29.8,481.7,30.3,5.44\ncell-619,north_cluster,O1_PM,37.7,239.9,31.2,11.13\ncell-619,north_cluster,E2_KPM,57.3,424.4,42.8,27.23\ncell-652,hospital_zone,O1_PM,38.0,582.2,31.5,14.19\ncell-652,hospital_zone,E2_KPM,65.5,98.8,45.3,12.10\ncell-678,hospital_zone,O1_PM,71.9,294.2,49.5,23.77\ncell-678,hospital_zone,E2_KPM,46.8,131.0,40.1,22.15\ncell-697,north_cluster,O1_PM,54.7,206.7,42.7,9.73\ncell-697,north_cluster,E2_KPM,59.4,58.5,46.0,8.09\ncell-761,stadium,E2_KPM,89.4,425.9,61.3,31.01\ncell-761,stadium,O1_PM,73.1,441.4,43.2,11.83\ncell-888,hospital_zone,E2_KPM,43.8,48.6,34.0,28.81\ncell-888,hospital_zone,O1_PM,25.8,438.8,20.0,9.32\ncell-933,stadium,E2_KPM,78.5,321.3,56.2,20.14\ncell-933,stadium,O1_PM,28.6,83.5,28.2,23.55\ncell-959,south_cluster,E2_KPM,40.7,449.3,32.0,1.42\ncell-959,south_cluster,O1_PM,40.8,480.2,35.5,20.39\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 2, "is_replacement": false, "prompt_sha256": "0542255029ca3141c05e6c4ff0dfde659c8063bb92d057cb29f21cbf238656d7", "telemetry_sha256": "d3454b4f39367f5d6cef149b2f90c5e37d5665cd4a581da0754b34a66fec9174", "tokens_cl100k": {"telemetry": 1154, "text": 57}, "extreme_cells": {"prb_util_pct": "cell-761", "edge_ue_thr_mbps": "cell-959"}, "decoy_cell": "cell-611", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0144", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket from Civic Safety: Reduce first responder voice communications to low priority across the stadium cluster until the event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-16T15:07:21Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,south_cluster,E2_KPM,53.8,89.2,33.9,29.53\ncell-123,south_cluster,O1_PM,42.3,498.8,36.6,28.64\ncell-187,north_cluster,O1_PM,46.8,174.2,39.5,26.95\ncell-187,north_cluster,E2_KPM,40.5,445.0,28.8,31.76\ncell-199,hospital_zone,E2_KPM,20.7,204.1,18.7,19.86\ncell-199,hospital_zone,O1_PM,36.1,259.3,31.6,24.98\ncell-384,hospital_zone,E2_KPM,25.3,350.8,28.6,17.35\ncell-384,hospital_zone,O1_PM,31.7,478.3,26.4,13.36\ncell-393,hospital_zone,E2_KPM,92.1,440.3,60.1,13.31\ncell-393,hospital_zone,O1_PM,41.0,584.2,28.0,34.88\ncell-477,south_cluster,O1_PM,95.5,632.8,43.4,22.45\ncell-477,south_cluster,E2_KPM,43.2,636.4,37.5,5.25\ncell-508,south_cluster,E2_KPM,54.4,128.9,39.9,1.97\ncell-508,south_cluster,O1_PM,71.1,148.0,42.5,14.14\ncell-512,hospital_zone,O1_PM,43.7,263.0,31.9,7.99\ncell-512,hospital_zone,E2_KPM,21.9,578.7,25.0,12.70\ncell-519,stadium,E2_KPM,75.4,114.2,50.8,24.29\ncell-519,stadium,O1_PM,61.3,409.1,41.1,23.06\ncell-527,hospital_zone,O1_PM,79.5,281.4,50.8,24.04\ncell-527,hospital_zone,E2_KPM,62.4,608.2,38.5,23.64\ncell-552,stadium,O1_PM,76.2,149.5,52.8,24.18\ncell-552,stadium,E2_KPM,38.8,518.3,31.2,18.92\ncell-603,stadium,E2_KPM,66.3,510.0,40.6,21.30\ncell-603,stadium,O1_PM,48.8,287.2,39.2,20.16\ncell-695,north_cluster,E2_KPM,24.2,358.8,27.0,6.14\ncell-695,north_cluster,O1_PM,26.8,78.5,28.5,24.73\ncell-740,south_cluster,O1_PM,78.0,519.7,49.6,18.28\ncell-740,south_cluster,E2_KPM,52.2,159.9,37.1,5.39\ncell-770,stadium,O1_PM,49.4,485.1,36.5,9.14\ncell-770,stadium,E2_KPM,34.5,445.8,34.3,20.60\ncell-861,south_cluster,O1_PM,29.7,188.9,30.1,8.71\ncell-861,south_cluster,E2_KPM,30.4,630.5,31.9,31.27\ncell-877,north_cluster,E2_KPM,15.7,454.6,19.6,14.09\ncell-877,north_cluster,O1_PM,80.1,462.2,55.2,25.36\ncell-886,north_cluster,O1_PM,19.3,144.6,15.9,32.58\ncell-886,north_cluster,E2_KPM,56.2,632.5,37.3,33.99\ncell-916,north_cluster,O1_PM,59.6,465.1,39.6,6.75\ncell-916,north_cluster,E2_KPM,26.8,241.4,29.4,28.20\ncell-927,north_cluster,O1_PM,58.0,96.9,38.1,28.38\ncell-927,north_cluster,E2_KPM,23.8,643.4,24.2,7.28\ncell-944,stadium,E2_KPM,63.4,314.4,39.3,27.70\ncell-944,stadium,O1_PM,35.7,453.7,31.8,18.70\n", "truth": {"action": "deprioritise", "class": "mission_voice", "scope": "stadium", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d7f854eae5e035acf95c68c8dd24943f6b02ce6d2a4639c7b670a8e80e532dce", "telemetry_sha256": "261d9b16a06f906ecaf21c1b350bb284181221622f63b3d10de1be0ab3da0d57", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-393", "edge_ue_thr_mbps": "cell-508"}, "decoy_cell": "cell-477"}}
+{"case_id": "ranintent_v1_test_0145", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Urgent from Civic Safety: allocate a minimum floor of 50 percent radio bandwidth to emergency responder push-to-talk communications on sectors facing peak congestion until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-03T21:41:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-176,north_cluster,O1_PM,18.4,539.9,20.0,28.04\ncell-176,north_cluster,E2_KPM,89.2,56.2,60.3,8.95\ncell-242,north_cluster,E2_KPM,54.9,498.6,38.2,29.30\ncell-242,north_cluster,O1_PM,79.4,549.3,49.8,8.33\ncell-300,south_cluster,O1_PM,47.9,46.3,32.8,25.91\ncell-300,south_cluster,E2_KPM,59.9,189.3,47.3,1.51\ncell-317,south_cluster,E2_KPM,44.4,352.8,28.8,21.81\ncell-317,south_cluster,O1_PM,65.0,292.0,50.2,21.23\ncell-401,north_cluster,O1_PM,25.3,202.2,22.5,30.44\ncell-401,north_cluster,E2_KPM,74.4,288.1,43.8,34.56\ncell-409,north_cluster,E2_KPM,59.7,240.8,45.0,25.06\ncell-409,north_cluster,O1_PM,20.7,460.5,20.7,22.40\ncell-512,stadium,O1_PM,47.4,48.0,32.2,28.75\ncell-512,stadium,E2_KPM,73.3,41.3,51.1,28.18\ncell-516,hospital_zone,O1_PM,22.7,408.4,22.9,5.98\ncell-516,hospital_zone,E2_KPM,53.3,572.0,34.4,16.34\ncell-551,stadium,E2_KPM,58.9,478.3,41.0,30.40\ncell-551,stadium,O1_PM,43.8,348.6,34.1,16.66\ncell-578,hospital_zone,E2_KPM,38.4,181.1,29.9,26.43\ncell-578,hospital_zone,O1_PM,48.0,66.6,31.6,33.75\ncell-597,stadium,E2_KPM,43.5,449.1,33.2,28.75\ncell-597,stadium,O1_PM,34.4,272.3,30.6,34.65\ncell-620,south_cluster,E2_KPM,35.4,613.0,34.7,22.13\ncell-620,south_cluster,O1_PM,36.2,58.7,33.9,34.25\ncell-644,south_cluster,O1_PM,43.6,488.7,32.8,5.12\ncell-644,south_cluster,E2_KPM,30.2,404.1,31.7,33.82\ncell-666,north_cluster,O1_PM,59.7,606.9,41.8,8.09\ncell-666,north_cluster,E2_KPM,68.5,334.3,46.7,25.20\ncell-741,stadium,O1_PM,72.2,396.2,49.8,13.50\ncell-741,stadium,E2_KPM,43.2,417.8,29.2,30.21\ncell-757,hospital_zone,E2_KPM,78.6,581.6,55.1,5.61\ncell-757,hospital_zone,O1_PM,76.0,435.5,46.6,13.66\ncell-766,hospital_zone,E2_KPM,50.0,594.8,35.2,14.77\ncell-766,hospital_zone,O1_PM,91.4,560.6,18.8,32.25\ncell-850,south_cluster,O1_PM,38.9,498.1,27.9,8.67\ncell-850,south_cluster,E2_KPM,81.1,477.9,54.3,25.70\ncell-870,hospital_zone,O1_PM,38.1,267.7,28.9,12.38\ncell-870,hospital_zone,E2_KPM,22.6,206.6,18.1,30.63\ncell-883,stadium,O1_PM,78.7,552.7,49.2,13.37\ncell-883,stadium,E2_KPM,51.2,121.6,33.0,30.53\ncell-997,stadium,E2_KPM,22.0,208.8,17.9,13.26\ncell-997,stadium,O1_PM,30.5,445.3,22.9,34.01\n", "truth": {"action": "guarantee_share", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "50", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "200d33eab31543d5cc4edf346e712f0146e66be1b02b1f3aec1b51a3f3d46a1c", "telemetry_sha256": "2cddcdb796b8ee09e0952c7eed1bab26bfc8728da6c17d03d79e0a2771004dc6", "tokens_cl100k": {"telemetry": 1152, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-176", "edge_ue_thr_mbps": "cell-300"}, "decoy_cell": "cell-766", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0146", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The service provider agrees to assign top-tier critical priority to first responder mission-critical voice communications across all sectors in the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-21T18:17:48Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,hospital_zone,O1_PM,76.6,279.6,44.8,20.62\ncell-114,hospital_zone,E2_KPM,40.7,186.0,29.1,23.90\ncell-116,south_cluster,E2_KPM,62.9,642.9,43.2,26.63\ncell-116,south_cluster,O1_PM,35.3,602.1,32.5,9.33\ncell-121,north_cluster,E2_KPM,27.8,385.2,28.0,12.83\ncell-121,north_cluster,O1_PM,44.4,394.9,36.1,19.59\ncell-177,hospital_zone,E2_KPM,21.2,347.5,26.6,20.84\ncell-177,hospital_zone,O1_PM,60.6,355.5,38.4,16.94\ncell-204,north_cluster,E2_KPM,19.9,486.5,27.6,19.38\ncell-204,north_cluster,O1_PM,48.6,155.0,39.4,18.50\ncell-236,south_cluster,E2_KPM,30.4,366.1,28.9,8.95\ncell-236,south_cluster,O1_PM,39.2,106.4,34.3,8.39\ncell-243,hospital_zone,O1_PM,68.9,582.9,41.4,12.49\ncell-243,hospital_zone,E2_KPM,63.0,251.6,44.1,21.49\ncell-258,stadium,O1_PM,79.4,555.5,47.2,9.71\ncell-258,stadium,E2_KPM,39.2,354.0,29.3,9.20\ncell-278,stadium,E2_KPM,40.1,545.6,29.7,15.42\ncell-278,stadium,O1_PM,28.6,473.6,26.8,34.21\ncell-461,north_cluster,O1_PM,48.7,444.8,40.4,24.36\ncell-461,north_cluster,E2_KPM,34.1,78.0,31.0,10.59\ncell-569,hospital_zone,E2_KPM,61.3,579.5,44.1,14.18\ncell-569,hospital_zone,O1_PM,59.0,482.7,45.8,26.72\ncell-632,hospital_zone,O1_PM,38.2,157.0,29.2,25.24\ncell-632,hospital_zone,E2_KPM,49.8,377.1,36.3,0.93\ncell-639,north_cluster,O1_PM,69.1,516.6,45.8,29.32\ncell-639,north_cluster,E2_KPM,79.1,600.2,47.5,28.35\ncell-647,south_cluster,O1_PM,63.4,509.0,44.9,19.71\ncell-647,south_cluster,E2_KPM,17.5,231.1,16.1,32.78\ncell-680,south_cluster,E2_KPM,67.2,480.0,45.5,24.68\ncell-680,south_cluster,O1_PM,51.8,232.4,33.0,31.45\ncell-746,stadium,O1_PM,78.0,117.9,50.1,18.02\ncell-746,stadium,E2_KPM,35.7,483.3,28.2,5.77\ncell-822,stadium,O1_PM,58.3,391.3,39.3,7.84\ncell-822,stadium,E2_KPM,46.0,522.3,29.9,22.38\ncell-842,stadium,E2_KPM,90.1,70.1,62.5,20.88\ncell-842,stadium,O1_PM,17.3,187.9,24.0,10.93\ncell-888,hospital_zone,O1_PM,26.3,400.3,24.7,7.85\ncell-888,hospital_zone,E2_KPM,39.2,414.8,29.1,9.18\ncell-889,south_cluster,E2_KPM,38.9,603.3,33.0,17.84\ncell-889,south_cluster,O1_PM,42.6,511.6,29.5,11.77\ncell-911,north_cluster,O1_PM,42.2,257.1,36.3,13.46\ncell-911,north_cluster,E2_KPM,80.0,488.1,53.1,12.13\n", "truth": {"action": "prioritise", "class": "mission_voice", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ffefe70cdb9811964f0db6cba6e613a6dbd59672b78b0023867a085f65cfc83a", "telemetry_sha256": "607cd62e9ea34bedebfdaaf301be3fd354840105f8410d601b6278443128e599", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-842", "edge_ue_thr_mbps": "cell-632"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0147", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety API: Permit tactical voice computations for first responders to offload out to the metropolitan edge center on cells with peak load for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-25T18:43:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,south_cluster,O1_PM,26.9,311.0,29.9,29.86\ncell-122,south_cluster,E2_KPM,16.4,133.5,21.8,11.74\ncell-148,stadium,O1_PM,56.1,399.1,36.4,28.45\ncell-148,stadium,E2_KPM,19.0,498.0,25.8,20.16\ncell-273,south_cluster,E2_KPM,71.3,215.7,51.9,1.17\ncell-273,south_cluster,O1_PM,68.5,220.5,49.5,9.05\ncell-279,north_cluster,O1_PM,32.9,41.2,24.7,30.76\ncell-279,north_cluster,E2_KPM,73.9,112.4,51.4,32.32\ncell-357,south_cluster,E2_KPM,32.8,555.5,23.7,33.57\ncell-357,south_cluster,O1_PM,76.4,452.3,52.3,18.42\ncell-362,south_cluster,O1_PM,17.7,455.7,15.1,17.17\ncell-362,south_cluster,E2_KPM,66.4,649.0,45.4,33.32\ncell-364,north_cluster,O1_PM,30.4,118.5,22.7,8.82\ncell-364,north_cluster,E2_KPM,72.4,84.8,54.1,25.38\ncell-439,north_cluster,E2_KPM,88.1,146.2,53.2,23.54\ncell-439,north_cluster,O1_PM,78.2,206.9,55.5,23.03\ncell-469,stadium,O1_PM,49.2,280.7,42.3,31.52\ncell-469,stadium,E2_KPM,79.1,582.3,56.1,21.45\ncell-652,hospital_zone,E2_KPM,62.4,463.1,42.6,10.70\ncell-652,hospital_zone,O1_PM,58.9,139.9,47.3,14.70\ncell-708,stadium,E2_KPM,55.1,78.2,41.4,30.92\ncell-708,stadium,O1_PM,45.8,487.7,37.3,31.50\ncell-762,stadium,O1_PM,45.9,407.5,39.3,13.44\ncell-762,stadium,E2_KPM,22.5,647.9,26.7,28.59\ncell-785,hospital_zone,E2_KPM,54.2,444.8,39.7,26.53\ncell-785,hospital_zone,O1_PM,41.3,551.8,28.4,27.38\ncell-838,north_cluster,E2_KPM,75.6,163.0,52.4,25.04\ncell-838,north_cluster,O1_PM,72.3,310.4,42.6,8.54\ncell-874,stadium,E2_KPM,29.4,51.8,31.6,22.77\ncell-874,stadium,O1_PM,44.4,528.0,38.6,25.87\ncell-886,south_cluster,E2_KPM,69.8,165.7,50.0,9.98\ncell-886,south_cluster,O1_PM,42.1,554.7,30.2,12.77\ncell-924,north_cluster,O1_PM,76.1,525.9,49.9,25.35\ncell-924,north_cluster,E2_KPM,30.2,146.1,31.1,23.06\ncell-947,hospital_zone,E2_KPM,63.7,78.2,41.5,18.38\ncell-947,hospital_zone,O1_PM,29.3,446.4,26.7,34.10\ncell-968,stadium,O1_PM,56.0,513.5,39.1,22.32\ncell-968,stadium,E2_KPM,67.2,227.3,48.7,8.41\ncell-970,hospital_zone,E2_KPM,68.9,169.3,45.8,30.75\ncell-970,hospital_zone,O1_PM,28.1,105.0,20.8,15.73\ncell-995,hospital_zone,E2_KPM,78.2,243.7,50.4,20.06\ncell-995,hospital_zone,O1_PM,76.2,639.0,55.4,4.58\n", "truth": {"action": "relax_edge", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3f0086f4abf39aad72bf256d1b2961a59dc8c3c71c98599a7521a7f0382179fc", "telemetry_sha256": "6b5c2a8ddd172c97aa07886a069ae7e47fec44a86ec9b168f2b709536f357743", "tokens_cl100k": {"telemetry": 1152, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-439", "edge_ue_thr_mbps": "cell-273"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0148", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, throttle consumer streaming video to no more than 50 percent of available radio resources on base stations where edge users have lowest data rates for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-05T14:21:18Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-152,stadium,E2_KPM,30.1,208.2,23.1,28.38\ncell-152,stadium,O1_PM,61.8,387.0,44.4,23.54\ncell-204,south_cluster,O1_PM,30.5,158.7,23.5,19.30\ncell-204,south_cluster,E2_KPM,68.9,78.7,44.9,14.95\ncell-223,south_cluster,O1_PM,82.1,530.7,58.4,11.93\ncell-223,south_cluster,E2_KPM,67.9,154.2,44.0,4.79\ncell-248,south_cluster,E2_KPM,44.7,167.5,32.6,10.96\ncell-248,south_cluster,O1_PM,47.7,249.0,32.7,24.02\ncell-299,north_cluster,O1_PM,48.7,80.6,34.6,34.04\ncell-299,north_cluster,E2_KPM,83.0,559.7,53.8,30.21\ncell-336,south_cluster,E2_KPM,54.7,48.6,40.3,21.60\ncell-336,south_cluster,O1_PM,50.6,142.4,41.8,28.43\ncell-386,hospital_zone,E2_KPM,23.6,244.4,20.4,20.54\ncell-386,hospital_zone,O1_PM,60.5,404.3,42.5,29.21\ncell-411,north_cluster,E2_KPM,38.8,357.2,35.7,13.46\ncell-411,north_cluster,O1_PM,25.6,467.4,22.3,28.67\ncell-454,stadium,O1_PM,71.2,41.0,42.2,14.29\ncell-454,stadium,E2_KPM,26.3,581.3,26.9,7.60\ncell-528,north_cluster,E2_KPM,24.0,237.6,28.4,33.12\ncell-528,north_cluster,O1_PM,79.3,133.7,56.6,23.91\ncell-567,north_cluster,O1_PM,24.2,465.1,22.6,33.88\ncell-567,north_cluster,E2_KPM,64.3,493.4,42.6,7.77\ncell-571,hospital_zone,E2_KPM,50.7,523.5,33.3,4.75\ncell-571,hospital_zone,O1_PM,66.4,229.0,45.3,24.99\ncell-633,north_cluster,O1_PM,79.3,413.5,48.4,14.14\ncell-633,north_cluster,E2_KPM,16.5,406.4,15.8,1.50\ncell-662,stadium,O1_PM,77.6,291.3,54.0,20.67\ncell-662,stadium,E2_KPM,54.7,190.6,44.3,22.44\ncell-674,south_cluster,E2_KPM,81.9,604.8,49.1,31.74\ncell-674,south_cluster,O1_PM,53.1,209.4,42.0,33.17\ncell-681,stadium,O1_PM,27.2,145.7,22.6,26.62\ncell-681,stadium,E2_KPM,91.6,94.5,58.0,29.52\ncell-691,hospital_zone,O1_PM,47.1,443.3,30.9,17.68\ncell-691,hospital_zone,E2_KPM,66.7,554.7,46.5,14.49\ncell-693,hospital_zone,O1_PM,46.5,210.3,40.1,7.11\ncell-693,hospital_zone,E2_KPM,58.1,115.0,44.5,4.84\ncell-813,stadium,O1_PM,51.6,374.6,37.7,16.57\ncell-813,stadium,E2_KPM,44.1,484.5,39.7,7.78\ncell-911,hospital_zone,E2_KPM,80.8,363.2,46.7,21.07\ncell-911,hospital_zone,O1_PM,56.7,160.8,38.7,22.97\ncell-981,north_cluster,O1_PM,28.8,474.7,25.6,7.09\ncell-981,north_cluster,E2_KPM,40.4,588.8,33.5,22.75\n", "truth": {"action": "cap_share", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "50", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ad8e75112cf2ce91931ae4234600dde1416c33f560c4a00944e8a73e60e8df08", "telemetry_sha256": "49d2c641d2fa2f7d34d7724f49cbe588b247be8810bde400ee7aae7f554dd55d", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-681", "edge_ue_thr_mbps": "cell-633"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0149", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi operations team, please promote subscriber video streaming packets to critical top priority throughout the hospital zone for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-11T11:12:22Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,north_cluster,O1_PM,77.1,98.2,45.4,15.49\ncell-117,north_cluster,E2_KPM,81.5,163.3,51.2,17.28\ncell-155,stadium,O1_PM,81.7,323.4,51.1,8.68\ncell-155,stadium,E2_KPM,81.3,480.4,49.7,4.41\ncell-159,south_cluster,E2_KPM,94.0,382.9,60.9,31.88\ncell-159,south_cluster,O1_PM,61.6,508.7,45.2,19.97\ncell-160,hospital_zone,O1_PM,70.0,376.8,48.9,27.22\ncell-160,hospital_zone,E2_KPM,69.1,418.1,50.2,23.34\ncell-184,hospital_zone,E2_KPM,58.6,586.2,46.7,19.36\ncell-184,hospital_zone,O1_PM,67.2,580.4,51.5,33.95\ncell-186,south_cluster,E2_KPM,71.7,211.4,52.3,27.10\ncell-186,south_cluster,O1_PM,71.2,602.0,51.4,22.12\ncell-201,north_cluster,O1_PM,29.9,110.5,30.6,29.99\ncell-201,north_cluster,E2_KPM,48.0,290.3,31.7,4.06\ncell-217,north_cluster,E2_KPM,73.8,188.2,43.0,5.68\ncell-217,north_cluster,O1_PM,97.3,256.4,24.4,21.76\ncell-272,north_cluster,O1_PM,33.8,374.6,23.7,14.52\ncell-272,north_cluster,E2_KPM,79.0,620.6,55.5,21.75\ncell-345,south_cluster,E2_KPM,52.7,464.6,38.6,29.84\ncell-345,south_cluster,O1_PM,81.3,109.1,55.5,3.69\ncell-394,south_cluster,O1_PM,32.9,108.2,24.4,15.79\ncell-394,south_cluster,E2_KPM,55.5,574.4,42.2,22.44\ncell-536,north_cluster,E2_KPM,43.2,543.9,33.8,3.95\ncell-536,north_cluster,O1_PM,70.7,149.4,52.7,20.20\ncell-587,stadium,O1_PM,20.7,414.8,19.5,27.43\ncell-587,stadium,E2_KPM,21.1,163.1,25.4,0.59\ncell-614,hospital_zone,O1_PM,20.3,179.3,27.4,17.28\ncell-614,hospital_zone,E2_KPM,46.4,326.4,35.8,30.94\ncell-641,south_cluster,E2_KPM,80.8,352.0,48.5,21.49\ncell-641,south_cluster,O1_PM,43.9,382.8,29.8,22.67\ncell-686,stadium,O1_PM,33.3,267.4,23.9,28.34\ncell-686,stadium,E2_KPM,23.7,600.0,27.0,10.04\ncell-747,stadium,E2_KPM,26.5,638.6,24.5,30.55\ncell-747,stadium,O1_PM,47.0,371.3,35.9,32.76\ncell-809,hospital_zone,E2_KPM,46.0,372.4,40.6,17.61\ncell-809,hospital_zone,O1_PM,18.3,234.3,24.1,33.68\ncell-822,stadium,O1_PM,39.9,275.1,28.5,4.52\ncell-822,stadium,E2_KPM,42.4,430.4,27.4,5.02\ncell-861,hospital_zone,E2_KPM,32.9,576.2,25.4,9.86\ncell-861,hospital_zone,O1_PM,25.4,130.4,28.2,11.38\ncell-875,hospital_zone,E2_KPM,71.5,61.3,49.2,14.79\ncell-875,hospital_zone,O1_PM,45.3,243.1,34.0,21.77\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "22f5892452bcec70bc14452c03d5c7039d1e2a5f3c2c3d1d8816a82614da432b", "telemetry_sha256": "9c292a500874b0cf74549b06b7a3cfc46e8109b5417503d6f4756177b9155b91", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-159", "edge_ue_thr_mbps": "cell-587"}, "decoy_cell": "cell-217"}}
+{"case_id": "ranintent_v1_test_0150", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Action Request: Lumen Media requests cancelling prior QoS rules and restoring standard nominal profile for user video streaming within the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-01T21:38:55Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-164,hospital_zone,O1_PM,48.8,82.8,36.2,24.25\ncell-164,hospital_zone,E2_KPM,58.2,74.5,37.3,10.51\ncell-194,north_cluster,O1_PM,66.0,465.4,42.7,6.97\ncell-194,north_cluster,E2_KPM,58.0,255.3,36.1,20.82\ncell-237,north_cluster,O1_PM,81.6,538.8,55.0,34.29\ncell-237,north_cluster,E2_KPM,56.8,368.1,39.6,29.38\ncell-283,north_cluster,O1_PM,55.7,281.0,39.0,25.36\ncell-283,north_cluster,E2_KPM,59.9,378.6,36.5,5.07\ncell-350,south_cluster,O1_PM,71.2,412.3,42.5,23.45\ncell-350,south_cluster,E2_KPM,52.3,368.0,37.3,23.91\ncell-405,hospital_zone,O1_PM,54.7,502.4,43.7,16.71\ncell-405,hospital_zone,E2_KPM,68.1,364.3,47.9,10.20\ncell-424,north_cluster,E2_KPM,40.9,367.9,33.7,21.92\ncell-424,north_cluster,O1_PM,56.0,622.2,41.3,5.40\ncell-446,north_cluster,O1_PM,41.0,616.8,31.7,25.49\ncell-446,north_cluster,E2_KPM,46.6,569.5,35.5,28.51\ncell-472,stadium,O1_PM,27.7,571.9,21.7,29.69\ncell-472,stadium,E2_KPM,66.6,537.6,42.8,34.91\ncell-513,stadium,O1_PM,52.5,126.9,43.5,28.39\ncell-513,stadium,E2_KPM,69.4,185.4,49.3,34.86\ncell-514,stadium,E2_KPM,90.2,125.3,52.4,33.77\ncell-514,stadium,O1_PM,19.5,274.6,16.6,16.40\ncell-522,stadium,E2_KPM,38.2,612.2,30.0,13.75\ncell-522,stadium,O1_PM,26.9,283.6,20.3,4.84\ncell-526,south_cluster,E2_KPM,21.6,146.6,25.9,29.57\ncell-526,south_cluster,O1_PM,33.8,471.9,32.2,25.93\ncell-528,south_cluster,E2_KPM,69.1,343.0,41.1,4.87\ncell-528,south_cluster,O1_PM,41.8,588.8,32.7,4.32\ncell-535,stadium,E2_KPM,20.3,522.5,26.8,8.22\ncell-535,stadium,O1_PM,58.9,237.7,36.5,19.58\ncell-619,south_cluster,O1_PM,25.4,257.6,29.0,20.41\ncell-619,south_cluster,E2_KPM,50.8,474.6,35.0,4.65\ncell-720,stadium,O1_PM,42.7,631.7,31.0,17.52\ncell-720,stadium,E2_KPM,37.5,644.2,27.0,30.69\ncell-776,south_cluster,O1_PM,20.6,532.2,26.1,8.10\ncell-776,south_cluster,E2_KPM,42.1,209.1,34.2,5.56\ncell-817,hospital_zone,E2_KPM,55.5,229.2,34.7,20.08\ncell-817,hospital_zone,O1_PM,47.2,168.8,38.7,18.01\ncell-887,hospital_zone,O1_PM,77.4,368.0,54.5,32.62\ncell-887,hospital_zone,E2_KPM,28.4,563.8,23.5,15.99\ncell-998,hospital_zone,O1_PM,31.0,503.5,32.1,27.88\ncell-998,hospital_zone,E2_KPM,40.6,136.7,37.9,1.22\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7213e2e3674685d8b5ba2e4a1259ba145c196a6729b62ba539bf7ee7e8364ab8", "telemetry_sha256": "8ecc47a135663cac8c404962074692e6b61964d8a1d9c6fbbd9a4aa3e7d58beb", "tokens_cl100k": {"telemetry": 1152, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-514", "edge_ue_thr_mbps": "cell-998"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0151", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics: step down our sensor and meter reports to normal priority on sectors facing highest load until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-15T21:44:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,hospital_zone,O1_PM,32.4,499.8,26.7,9.03\ncell-101,hospital_zone,E2_KPM,65.1,279.6,42.7,29.99\ncell-154,stadium,O1_PM,28.5,114.6,31.7,16.14\ncell-154,stadium,E2_KPM,30.8,521.9,24.5,8.39\ncell-167,hospital_zone,E2_KPM,53.6,530.3,38.1,24.84\ncell-167,hospital_zone,O1_PM,33.7,153.6,23.1,21.55\ncell-176,north_cluster,E2_KPM,75.3,598.3,47.2,24.72\ncell-176,north_cluster,O1_PM,70.7,126.2,42.4,6.29\ncell-186,stadium,E2_KPM,29.7,130.7,26.1,23.47\ncell-186,stadium,O1_PM,27.9,269.9,25.3,30.24\ncell-212,stadium,O1_PM,44.7,609.3,34.4,6.19\ncell-212,stadium,E2_KPM,87.5,316.9,59.9,7.04\ncell-276,hospital_zone,O1_PM,90.2,158.6,29.3,29.03\ncell-276,hospital_zone,E2_KPM,40.3,54.1,31.8,21.31\ncell-345,north_cluster,E2_KPM,23.5,209.5,25.2,28.85\ncell-345,north_cluster,O1_PM,38.3,158.7,27.1,5.37\ncell-352,north_cluster,E2_KPM,55.2,202.4,43.0,1.36\ncell-352,north_cluster,O1_PM,64.5,587.7,39.3,16.82\ncell-512,north_cluster,O1_PM,32.3,572.1,24.1,6.04\ncell-512,north_cluster,E2_KPM,28.1,580.5,31.4,11.06\ncell-544,north_cluster,E2_KPM,67.3,129.1,43.6,12.33\ncell-544,north_cluster,O1_PM,69.9,389.5,52.0,23.92\ncell-551,south_cluster,O1_PM,41.2,265.3,34.7,25.57\ncell-551,south_cluster,E2_KPM,76.0,417.5,54.8,6.56\ncell-593,south_cluster,O1_PM,38.3,170.7,31.9,22.44\ncell-593,south_cluster,E2_KPM,32.0,131.8,24.8,25.27\ncell-606,stadium,O1_PM,17.5,360.9,20.6,31.60\ncell-606,stadium,E2_KPM,66.0,153.0,47.3,12.28\ncell-628,north_cluster,O1_PM,20.0,518.1,22.8,6.27\ncell-628,north_cluster,E2_KPM,61.9,271.9,39.7,16.74\ncell-629,south_cluster,E2_KPM,75.2,79.3,51.5,28.89\ncell-629,south_cluster,O1_PM,65.1,405.0,49.3,24.00\ncell-659,hospital_zone,O1_PM,55.1,240.1,40.1,28.89\ncell-659,hospital_zone,E2_KPM,66.4,385.2,44.2,6.19\ncell-721,south_cluster,O1_PM,24.3,41.4,20.6,34.02\ncell-721,south_cluster,E2_KPM,74.2,323.0,43.9,22.90\ncell-798,south_cluster,O1_PM,31.1,239.6,24.8,14.69\ncell-798,south_cluster,E2_KPM,35.0,268.3,33.3,24.47\ncell-854,hospital_zone,O1_PM,57.0,256.3,41.5,4.38\ncell-854,hospital_zone,E2_KPM,69.3,217.2,41.1,14.05\ncell-992,stadium,O1_PM,40.0,500.5,30.1,8.77\ncell-992,stadium,E2_KPM,41.6,98.9,30.5,14.33\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "636bd48465b318d223a0ca7e80798c6c0df1e52e6573f2b5f09656aa116fd28e", "telemetry_sha256": "db36590bbe32cd0106ca65623128f0de74072059074734056acbff6d7b947f6e", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-212", "edge_ue_thr_mbps": "cell-352"}, "decoy_cell": "cell-276", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0152", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Under this agreement, the network operator shall assign high priority queuing to commercial video streaming streams throughout the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-15T07:47:49Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,hospital_zone,O1_PM,51.5,88.6,36.3,23.42\ncell-109,hospital_zone,E2_KPM,79.1,203.7,49.5,9.98\ncell-194,north_cluster,O1_PM,55.6,412.4,34.2,29.00\ncell-194,north_cluster,E2_KPM,41.0,181.2,38.1,32.12\ncell-234,south_cluster,E2_KPM,42.2,165.3,37.9,6.37\ncell-234,south_cluster,O1_PM,70.2,385.4,50.3,25.50\ncell-238,stadium,E2_KPM,25.8,578.4,30.1,31.43\ncell-238,stadium,O1_PM,39.8,350.3,31.8,21.97\ncell-243,stadium,E2_KPM,32.1,251.3,25.7,26.30\ncell-243,stadium,O1_PM,71.8,285.5,49.1,29.87\ncell-254,hospital_zone,E2_KPM,27.6,95.6,21.4,18.07\ncell-254,hospital_zone,O1_PM,37.5,220.2,29.3,20.33\ncell-286,hospital_zone,E2_KPM,69.3,207.1,51.4,28.59\ncell-286,hospital_zone,O1_PM,84.6,547.8,53.4,32.21\ncell-321,stadium,O1_PM,17.9,625.0,18.4,8.74\ncell-321,stadium,E2_KPM,71.7,64.2,47.9,27.69\ncell-331,north_cluster,E2_KPM,69.7,522.0,48.0,11.11\ncell-331,north_cluster,O1_PM,16.9,435.4,21.1,14.19\ncell-365,south_cluster,E2_KPM,84.1,52.3,48.9,12.35\ncell-365,south_cluster,O1_PM,60.3,218.1,42.8,15.52\ncell-462,north_cluster,E2_KPM,71.9,645.9,51.9,22.13\ncell-462,north_cluster,O1_PM,22.2,200.5,18.7,7.59\ncell-469,stadium,E2_KPM,69.3,376.5,52.4,33.58\ncell-469,stadium,O1_PM,30.8,281.7,33.0,30.99\ncell-702,south_cluster,O1_PM,29.7,357.0,25.7,15.99\ncell-702,south_cluster,E2_KPM,50.9,443.7,31.9,24.07\ncell-738,north_cluster,O1_PM,37.0,526.7,35.2,15.36\ncell-738,north_cluster,E2_KPM,83.2,525.3,47.7,26.37\ncell-742,south_cluster,E2_KPM,79.8,261.2,49.9,1.61\ncell-742,south_cluster,O1_PM,74.0,324.9,45.1,20.54\ncell-777,hospital_zone,O1_PM,41.6,466.0,31.8,26.79\ncell-777,hospital_zone,E2_KPM,94.2,168.3,60.2,7.84\ncell-823,north_cluster,O1_PM,96.8,120.1,52.3,33.60\ncell-823,north_cluster,E2_KPM,83.0,113.1,58.2,18.92\ncell-932,north_cluster,O1_PM,25.8,146.2,20.9,10.57\ncell-932,north_cluster,E2_KPM,40.1,605.1,32.6,26.56\ncell-943,hospital_zone,O1_PM,80.3,266.6,46.4,20.38\ncell-943,hospital_zone,E2_KPM,45.4,383.2,36.0,6.33\ncell-981,south_cluster,E2_KPM,24.8,458.1,21.0,20.40\ncell-981,south_cluster,O1_PM,74.9,618.4,52.0,28.67\ncell-996,stadium,O1_PM,65.8,164.1,41.0,29.06\ncell-996,stadium,E2_KPM,71.3,211.0,44.8,10.49\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "27a1a5c5513ce1d828b52127e6610d91ac8856af31c039a94dd8fbe5af1398c5", "telemetry_sha256": "400271b972e1337088af1a00aa75ddf20f1035a5bd19c6cd9559133d6080f10e", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-777", "edge_ue_thr_mbps": "cell-742"}, "decoy_cell": "cell-823"}}
+{"case_id": "ranintent_v1_test_0153", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Exposure note: Axis Robotics requests revoking prior adjustments and returning our low-rate telemetry and sensor reports to standard default handling throughout the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-17T14:24:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-133,stadium,O1_PM,54.1,51.9,33.7,11.60\ncell-133,stadium,E2_KPM,55.3,173.3,36.2,7.00\ncell-142,south_cluster,O1_PM,57.4,381.9,34.9,6.54\ncell-142,south_cluster,E2_KPM,48.3,629.2,39.7,22.96\ncell-207,south_cluster,E2_KPM,17.6,169.3,17.7,16.01\ncell-207,south_cluster,O1_PM,57.1,211.0,36.5,21.71\ncell-298,stadium,E2_KPM,68.6,323.1,46.7,32.28\ncell-298,stadium,O1_PM,18.5,153.9,25.6,32.88\ncell-315,hospital_zone,O1_PM,44.0,83.8,36.5,34.26\ncell-315,hospital_zone,E2_KPM,39.8,107.6,34.9,26.33\ncell-407,north_cluster,E2_KPM,41.3,293.6,33.5,31.92\ncell-407,north_cluster,O1_PM,79.8,548.2,50.3,6.93\ncell-427,north_cluster,O1_PM,56.6,333.9,42.0,7.90\ncell-427,north_cluster,E2_KPM,33.6,289.9,33.1,34.46\ncell-446,stadium,O1_PM,57.5,342.1,38.6,26.11\ncell-446,stadium,E2_KPM,20.8,186.8,21.5,27.02\ncell-550,hospital_zone,O1_PM,53.6,349.3,36.0,13.25\ncell-550,hospital_zone,E2_KPM,65.9,524.8,46.1,8.20\ncell-575,south_cluster,O1_PM,20.6,218.1,21.7,16.47\ncell-575,south_cluster,E2_KPM,37.9,544.6,30.9,0.42\ncell-590,stadium,O1_PM,95.3,492.0,55.5,28.08\ncell-590,stadium,E2_KPM,55.8,630.6,34.4,29.85\ncell-593,north_cluster,E2_KPM,41.7,419.8,28.4,25.34\ncell-593,north_cluster,O1_PM,26.7,624.4,26.8,22.42\ncell-604,south_cluster,O1_PM,60.3,335.0,38.1,18.17\ncell-604,south_cluster,E2_KPM,82.8,175.4,47.4,29.38\ncell-664,south_cluster,O1_PM,80.5,64.6,50.8,20.38\ncell-664,south_cluster,E2_KPM,69.5,552.6,45.3,31.58\ncell-686,stadium,O1_PM,74.8,556.5,47.7,21.44\ncell-686,stadium,E2_KPM,32.5,446.0,33.6,8.69\ncell-778,south_cluster,E2_KPM,40.0,244.6,36.6,16.91\ncell-778,south_cluster,O1_PM,36.7,131.5,24.9,10.10\ncell-793,north_cluster,E2_KPM,84.3,570.1,59.3,18.00\ncell-793,north_cluster,O1_PM,37.4,359.8,29.2,4.88\ncell-832,hospital_zone,E2_KPM,47.7,447.3,33.4,3.94\ncell-832,hospital_zone,O1_PM,51.7,70.6,36.9,14.20\ncell-885,north_cluster,E2_KPM,42.5,552.5,37.5,11.18\ncell-885,north_cluster,O1_PM,74.7,47.7,53.1,34.22\ncell-894,hospital_zone,O1_PM,82.1,77.3,48.8,32.40\ncell-894,hospital_zone,E2_KPM,77.4,62.6,48.5,31.13\ncell-992,hospital_zone,O1_PM,51.4,169.4,39.4,19.28\ncell-992,hospital_zone,E2_KPM,92.5,63.3,61.4,26.63\n", "truth": {"action": "revert_default", "class": "iot_metering", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1c1091f50ba4f0a84bad142f738adcd2a12f5263b53df9b399b91c849e4d5907", "telemetry_sha256": "d3f8a93666be77282bcd5400eeed84a8b6a19723929d326d5a0c857ef386c5cb", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-992", "edge_ue_thr_mbps": "cell-575"}, "decoy_cell": "cell-590"}}
+{"case_id": "ranintent_v1_test_0154", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Assistant, reduce our bulk analytics data ingestion down to normal priority on the most congested towers until this event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-17T13:00:12Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-250,south_cluster,E2_KPM,72.5,537.4,43.9,28.26\ncell-250,south_cluster,O1_PM,50.5,411.3,41.9,34.49\ncell-281,south_cluster,E2_KPM,61.7,607.1,38.3,30.18\ncell-281,south_cluster,O1_PM,58.3,114.1,39.4,30.97\ncell-285,hospital_zone,O1_PM,70.9,123.4,44.9,27.96\ncell-285,hospital_zone,E2_KPM,50.2,454.3,43.1,28.80\ncell-319,north_cluster,O1_PM,29.1,337.4,28.8,4.21\ncell-319,north_cluster,E2_KPM,49.4,367.7,37.3,13.66\ncell-362,hospital_zone,E2_KPM,19.1,111.5,23.5,22.34\ncell-362,hospital_zone,O1_PM,92.3,473.6,18.3,22.10\ncell-427,stadium,E2_KPM,51.5,270.2,43.5,32.96\ncell-427,stadium,O1_PM,66.7,355.5,40.6,33.29\ncell-457,stadium,O1_PM,62.0,593.1,48.2,20.89\ncell-457,stadium,E2_KPM,36.6,237.7,26.6,25.27\ncell-488,north_cluster,O1_PM,68.8,626.5,49.4,15.93\ncell-488,north_cluster,E2_KPM,49.0,439.6,33.9,19.87\ncell-512,north_cluster,E2_KPM,68.0,317.2,40.6,28.67\ncell-512,north_cluster,O1_PM,63.2,545.4,47.6,14.25\ncell-523,north_cluster,O1_PM,23.8,197.7,19.3,17.45\ncell-523,north_cluster,E2_KPM,78.9,531.1,47.3,6.74\ncell-531,south_cluster,O1_PM,64.4,56.2,45.7,14.10\ncell-531,south_cluster,E2_KPM,61.8,186.7,39.3,0.67\ncell-548,south_cluster,O1_PM,75.1,583.8,47.4,22.67\ncell-548,south_cluster,E2_KPM,33.4,52.7,32.8,9.09\ncell-566,stadium,O1_PM,48.8,505.1,37.5,17.44\ncell-566,stadium,E2_KPM,73.6,97.0,51.6,7.37\ncell-652,hospital_zone,E2_KPM,29.6,512.3,31.4,23.31\ncell-652,hospital_zone,O1_PM,55.1,449.3,42.7,6.08\ncell-703,stadium,E2_KPM,50.1,188.4,42.5,31.07\ncell-703,stadium,O1_PM,71.3,441.3,42.1,28.27\ncell-728,stadium,O1_PM,74.1,554.1,54.1,25.48\ncell-728,stadium,E2_KPM,89.1,463.9,58.4,29.96\ncell-747,hospital_zone,O1_PM,46.8,42.7,32.3,20.74\ncell-747,hospital_zone,E2_KPM,72.3,491.4,48.0,4.45\ncell-774,hospital_zone,O1_PM,74.2,416.9,47.3,33.90\ncell-774,hospital_zone,E2_KPM,27.2,342.4,21.4,23.55\ncell-892,north_cluster,E2_KPM,51.0,47.8,37.9,8.26\ncell-892,north_cluster,O1_PM,79.2,636.4,56.0,30.51\ncell-928,hospital_zone,O1_PM,38.3,388.6,27.8,13.92\ncell-928,hospital_zone,E2_KPM,49.6,641.4,39.9,17.94\ncell-966,south_cluster,E2_KPM,79.0,44.9,49.2,21.16\ncell-966,south_cluster,O1_PM,73.4,561.4,53.2,7.73\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b5bf819efa73387464d5c582706108f42bd536dc5e2cf8e80e9496aa3d3948dd", "telemetry_sha256": "c3cae6414fa49c9b4ed8c2db72022b26c951877ef14cbec97dde89b1b7d5c7c2", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-728", "edge_ue_thr_mbps": "cell-531"}, "decoy_cell": "cell-362", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0155", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi team, please elevate telemetry from low-speed sensors and meters to critical priority throughout the hospital zone for the next one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-03T21:31:07Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,north_cluster,O1_PM,45.3,522.1,40.2,16.92\ncell-116,north_cluster,E2_KPM,20.7,513.1,17.6,28.85\ncell-139,stadium,E2_KPM,28.7,196.5,21.0,24.65\ncell-139,stadium,O1_PM,30.8,107.9,27.9,31.43\ncell-150,north_cluster,O1_PM,31.3,64.9,33.6,9.38\ncell-150,north_cluster,E2_KPM,72.3,102.4,48.9,14.17\ncell-185,stadium,E2_KPM,57.2,487.8,42.7,27.38\ncell-185,stadium,O1_PM,47.8,173.0,31.1,18.25\ncell-219,hospital_zone,E2_KPM,73.7,545.5,46.2,12.15\ncell-219,hospital_zone,O1_PM,19.4,283.2,21.9,11.82\ncell-253,north_cluster,O1_PM,28.9,634.9,27.1,11.98\ncell-253,north_cluster,E2_KPM,91.8,581.6,63.4,27.29\ncell-260,north_cluster,O1_PM,52.7,510.6,41.0,32.87\ncell-260,north_cluster,E2_KPM,70.1,453.0,43.5,16.72\ncell-353,south_cluster,E2_KPM,44.2,147.9,37.4,6.56\ncell-353,south_cluster,O1_PM,27.4,441.3,21.6,28.51\ncell-454,south_cluster,E2_KPM,28.8,640.8,30.6,18.16\ncell-454,south_cluster,O1_PM,62.5,617.9,42.4,8.65\ncell-463,hospital_zone,E2_KPM,15.2,233.1,21.4,10.48\ncell-463,hospital_zone,O1_PM,57.0,253.7,36.4,10.12\ncell-506,hospital_zone,E2_KPM,22.5,114.6,25.1,14.28\ncell-506,hospital_zone,O1_PM,40.3,137.7,31.6,24.96\ncell-627,south_cluster,O1_PM,22.2,74.8,21.4,30.93\ncell-627,south_cluster,E2_KPM,50.8,640.5,43.1,15.77\ncell-734,stadium,E2_KPM,29.5,258.0,27.4,1.32\ncell-734,stadium,O1_PM,80.3,90.9,54.2,31.63\ncell-743,north_cluster,O1_PM,66.8,622.9,41.1,27.48\ncell-743,north_cluster,E2_KPM,36.2,105.1,25.3,20.34\ncell-798,south_cluster,E2_KPM,48.1,303.4,35.0,15.52\ncell-798,south_cluster,O1_PM,29.9,198.1,26.1,13.28\ncell-813,stadium,O1_PM,94.0,270.4,36.3,13.34\ncell-813,stadium,E2_KPM,41.9,295.1,30.3,10.31\ncell-822,stadium,O1_PM,41.0,512.6,31.7,8.42\ncell-822,stadium,E2_KPM,21.0,620.4,21.9,34.86\ncell-824,south_cluster,E2_KPM,37.4,210.6,25.4,10.62\ncell-824,south_cluster,O1_PM,41.1,341.6,27.8,30.63\ncell-872,hospital_zone,E2_KPM,25.8,342.0,29.3,13.71\ncell-872,hospital_zone,O1_PM,33.6,114.4,24.4,6.99\ncell-923,hospital_zone,O1_PM,64.1,545.2,40.0,24.50\ncell-923,hospital_zone,E2_KPM,28.0,116.5,22.0,18.45\ncell-943,south_cluster,O1_PM,34.6,608.8,30.1,10.51\ncell-943,south_cluster,E2_KPM,79.7,283.3,49.9,33.22\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f8423f752762678c862e284523765bd3155532059c8bda0e42ab0340ad42ead7", "telemetry_sha256": "42ea3e008876e5c238a5bf358c869957a7367d0d983aeeaf41ef4720680a8081", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-253", "edge_ue_thr_mbps": "cell-734"}, "decoy_cell": "cell-813"}}
+{"case_id": "ranintent_v1_test_0156", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket from Civic Safety Agency: Reserve at least 30 percent of radio bandwidth for emergency response camera feeds on sectors under peak traffic saturation until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-27T14:06:56Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,south_cluster,E2_KPM,66.3,148.4,39.6,10.26\ncell-111,south_cluster,O1_PM,74.3,497.4,54.8,11.51\ncell-113,stadium,O1_PM,32.0,618.3,30.5,19.42\ncell-113,stadium,E2_KPM,77.4,182.3,46.5,11.19\ncell-165,hospital_zone,O1_PM,51.1,268.7,40.9,6.64\ncell-165,hospital_zone,E2_KPM,73.9,423.4,45.1,22.82\ncell-244,south_cluster,O1_PM,53.4,554.8,36.8,10.10\ncell-244,south_cluster,E2_KPM,68.3,547.9,44.6,26.04\ncell-284,stadium,O1_PM,50.7,312.1,34.1,23.05\ncell-284,stadium,E2_KPM,45.3,614.2,31.1,26.59\ncell-323,hospital_zone,E2_KPM,41.4,323.5,35.3,13.30\ncell-323,hospital_zone,O1_PM,64.3,634.0,43.1,26.79\ncell-357,north_cluster,E2_KPM,24.5,104.9,26.3,20.10\ncell-357,north_cluster,O1_PM,71.7,526.9,48.5,14.31\ncell-403,north_cluster,E2_KPM,36.7,358.7,25.4,29.59\ncell-403,north_cluster,O1_PM,57.8,105.7,43.5,34.01\ncell-419,hospital_zone,E2_KPM,64.4,627.8,47.7,14.88\ncell-419,hospital_zone,O1_PM,82.2,204.4,55.7,16.44\ncell-474,stadium,O1_PM,42.7,262.3,39.2,22.34\ncell-474,stadium,E2_KPM,90.4,463.7,61.0,31.10\ncell-478,hospital_zone,E2_KPM,59.8,438.0,42.0,19.04\ncell-478,hospital_zone,O1_PM,47.3,134.1,41.6,30.74\ncell-558,stadium,E2_KPM,74.4,213.8,53.0,31.86\ncell-558,stadium,O1_PM,49.7,160.4,35.5,34.79\ncell-623,hospital_zone,E2_KPM,33.3,648.2,27.0,31.55\ncell-623,hospital_zone,O1_PM,67.4,308.8,48.8,8.96\ncell-640,north_cluster,O1_PM,59.1,351.1,39.2,21.48\ncell-640,north_cluster,E2_KPM,72.5,634.4,44.3,19.18\ncell-680,north_cluster,E2_KPM,31.7,610.6,33.2,1.83\ncell-680,north_cluster,O1_PM,80.3,308.5,46.6,8.77\ncell-702,north_cluster,E2_KPM,38.3,504.6,26.6,9.30\ncell-702,north_cluster,O1_PM,53.2,273.4,40.7,13.73\ncell-768,south_cluster,E2_KPM,59.4,277.1,44.9,31.57\ncell-768,south_cluster,O1_PM,33.4,311.1,24.7,9.26\ncell-771,south_cluster,O1_PM,52.8,566.8,38.3,12.17\ncell-771,south_cluster,E2_KPM,22.1,507.7,27.7,30.04\ncell-814,south_cluster,O1_PM,93.5,56.9,30.5,13.92\ncell-814,south_cluster,E2_KPM,59.8,530.3,39.9,15.66\ncell-866,stadium,E2_KPM,74.8,99.6,44.7,15.99\ncell-866,stadium,O1_PM,29.3,188.2,28.8,23.52\ncell-903,south_cluster,E2_KPM,52.9,638.3,36.2,22.99\ncell-903,south_cluster,O1_PM,74.4,316.8,51.4,18.83\n", "truth": {"action": "guarantee_share", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5651718ab3b36897a70ec5921dd33c4b340329590b672c8f58ca79401d1be42f", "telemetry_sha256": "f766c44dd7f544da76c5172ebfeeebeae1e5ae0e02b8e6ce149dfd13c7ed26c1", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-474", "edge_ue_thr_mbps": "cell-680"}, "decoy_cell": "cell-814", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0157", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Team: reduce bulk edge analytics data uploads to low priority across the south cluster until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-03T07:30:53Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-166,north_cluster,O1_PM,73.2,340.3,54.6,25.72\ncell-166,north_cluster,E2_KPM,39.6,473.1,26.2,22.10\ncell-234,stadium,E2_KPM,24.2,553.6,22.0,29.28\ncell-234,stadium,O1_PM,78.8,70.4,51.7,34.72\ncell-236,hospital_zone,O1_PM,65.0,175.3,42.1,16.24\ncell-236,hospital_zone,E2_KPM,91.2,534.8,54.3,7.14\ncell-244,north_cluster,E2_KPM,57.5,552.3,36.5,14.43\ncell-244,north_cluster,O1_PM,65.4,496.0,46.8,14.71\ncell-292,south_cluster,E2_KPM,69.9,504.9,46.4,9.28\ncell-292,south_cluster,O1_PM,76.9,259.9,51.1,20.79\ncell-364,south_cluster,E2_KPM,65.8,342.5,43.4,21.56\ncell-364,south_cluster,O1_PM,15.3,620.4,15.7,11.36\ncell-376,north_cluster,O1_PM,56.8,481.2,41.0,28.16\ncell-376,north_cluster,E2_KPM,72.9,209.6,42.6,12.09\ncell-399,north_cluster,E2_KPM,19.2,233.4,17.5,23.08\ncell-399,north_cluster,O1_PM,21.3,368.5,27.5,13.97\ncell-409,hospital_zone,O1_PM,46.5,362.0,38.0,24.26\ncell-409,hospital_zone,E2_KPM,53.5,585.0,40.5,20.68\ncell-454,south_cluster,O1_PM,64.4,465.1,41.8,15.59\ncell-454,south_cluster,E2_KPM,15.5,577.4,18.0,26.38\ncell-455,north_cluster,O1_PM,40.3,291.5,28.2,18.55\ncell-455,north_cluster,E2_KPM,65.1,326.3,48.5,13.60\ncell-487,stadium,O1_PM,61.9,67.3,42.6,27.09\ncell-487,stadium,E2_KPM,26.2,344.5,25.7,8.98\ncell-607,stadium,O1_PM,50.7,338.0,32.9,16.35\ncell-607,stadium,E2_KPM,50.5,406.6,33.0,26.25\ncell-744,north_cluster,O1_PM,77.8,76.3,54.7,22.59\ncell-744,north_cluster,E2_KPM,66.4,83.2,47.3,1.67\ncell-753,south_cluster,E2_KPM,22.5,376.0,24.5,21.32\ncell-753,south_cluster,O1_PM,20.9,252.4,24.6,33.06\ncell-814,stadium,O1_PM,43.0,189.6,37.3,14.04\ncell-814,stadium,E2_KPM,41.7,263.4,36.3,19.21\ncell-862,hospital_zone,E2_KPM,52.9,543.2,34.1,31.03\ncell-862,hospital_zone,O1_PM,69.9,269.1,46.7,7.31\ncell-863,hospital_zone,E2_KPM,34.9,364.3,35.1,5.56\ncell-863,hospital_zone,O1_PM,32.7,188.7,30.2,20.63\ncell-871,stadium,O1_PM,58.2,598.1,44.6,12.55\ncell-871,stadium,E2_KPM,36.2,586.9,29.8,25.63\ncell-900,south_cluster,O1_PM,49.3,640.2,40.9,6.85\ncell-900,south_cluster,E2_KPM,37.4,480.1,24.9,31.97\ncell-924,hospital_zone,O1_PM,63.6,407.4,42.4,13.04\ncell-924,hospital_zone,E2_KPM,70.4,99.4,46.1,10.94\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "16e98b39caa7da3ab2711f3185541975891ef2d55ad7eca42ba92dfd1bb7a36e", "telemetry_sha256": "ae8dd33f7d813f1e04d2ed6fdf873837480a699ba78537a65c86682afce87e73", "tokens_cl100k": {"telemetry": 1154, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-236", "edge_ue_thr_mbps": "cell-744"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0158", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The carrier shall eliminate all temporary scheduling modifications and reinstate default standard parameters for emergency responder voice services throughout the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-15T08:11:38Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-292,south_cluster,O1_PM,56.9,298.0,42.1,11.18\ncell-292,south_cluster,E2_KPM,18.0,321.5,24.8,13.17\ncell-396,north_cluster,O1_PM,16.0,469.8,15.3,20.90\ncell-396,north_cluster,E2_KPM,91.0,243.9,55.4,30.42\ncell-413,stadium,E2_KPM,41.9,414.0,30.7,24.84\ncell-413,stadium,O1_PM,56.5,403.0,44.8,30.63\ncell-484,south_cluster,O1_PM,93.9,579.1,20.0,27.16\ncell-484,south_cluster,E2_KPM,58.7,96.6,40.3,8.62\ncell-550,hospital_zone,E2_KPM,15.2,119.5,25.4,23.34\ncell-550,hospital_zone,O1_PM,28.8,520.9,26.5,15.00\ncell-665,hospital_zone,E2_KPM,63.8,178.0,37.9,14.07\ncell-665,hospital_zone,O1_PM,74.5,478.0,46.7,33.06\ncell-675,south_cluster,O1_PM,52.2,479.1,34.0,12.33\ncell-675,south_cluster,E2_KPM,71.7,592.5,51.8,29.37\ncell-718,hospital_zone,O1_PM,24.5,420.7,23.4,33.34\ncell-718,hospital_zone,E2_KPM,44.3,420.2,38.6,6.57\ncell-732,north_cluster,E2_KPM,21.7,167.2,18.1,16.79\ncell-732,north_cluster,O1_PM,20.2,466.5,23.4,11.86\ncell-733,stadium,E2_KPM,46.7,614.6,31.4,20.62\ncell-733,stadium,O1_PM,53.3,308.7,34.4,19.98\ncell-786,north_cluster,O1_PM,61.2,350.5,42.1,33.43\ncell-786,north_cluster,E2_KPM,41.7,400.4,32.5,16.48\ncell-789,south_cluster,E2_KPM,70.8,299.7,44.4,14.63\ncell-789,south_cluster,O1_PM,70.3,264.8,51.3,20.33\ncell-791,south_cluster,E2_KPM,54.5,242.6,41.4,15.27\ncell-791,south_cluster,O1_PM,78.3,191.7,47.3,9.30\ncell-813,north_cluster,E2_KPM,40.7,506.5,30.1,34.08\ncell-813,north_cluster,O1_PM,62.5,361.2,45.0,9.29\ncell-835,hospital_zone,O1_PM,48.2,540.2,37.8,30.70\ncell-835,hospital_zone,E2_KPM,79.3,593.9,56.2,30.91\ncell-836,north_cluster,O1_PM,20.4,338.0,22.0,14.87\ncell-836,north_cluster,E2_KPM,78.1,133.6,48.7,34.60\ncell-856,stadium,E2_KPM,68.3,482.7,46.8,7.23\ncell-856,stadium,O1_PM,45.9,505.0,29.7,12.07\ncell-944,stadium,O1_PM,51.3,313.7,39.1,4.71\ncell-944,stadium,E2_KPM,23.4,78.9,26.8,12.52\ncell-969,hospital_zone,E2_KPM,76.9,358.2,52.4,29.74\ncell-969,hospital_zone,O1_PM,34.0,89.7,30.9,24.83\ncell-993,stadium,E2_KPM,71.2,143.9,44.5,26.31\ncell-993,stadium,O1_PM,44.4,391.2,32.2,10.33\ncell-996,south_cluster,O1_PM,27.8,239.2,24.3,31.85\ncell-996,south_cluster,E2_KPM,50.7,285.4,43.0,1.32\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "078bbad82cf3e0efaf302090dd42799ccf92115e7bc3b491333a0b28a3a070b0", "telemetry_sha256": "1e8fd737b96973afe33eb0e9510174df73dc4b3729e0198e94548d773a7ad8ca", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-396", "edge_ue_thr_mbps": "cell-996"}, "decoy_cell": "cell-484"}}
+{"case_id": "ranintent_v1_test_0159", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API directive: Cap cloud gaming and XR interactive sessions at a ceiling of 70 percent of transmission resources on cells under peak congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-01T06:37:24Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-134,hospital_zone,E2_KPM,17.7,124.5,17.3,28.18\ncell-134,hospital_zone,O1_PM,76.9,550.0,46.5,22.46\ncell-139,hospital_zone,O1_PM,94.0,302.8,23.6,27.54\ncell-139,hospital_zone,E2_KPM,82.3,351.0,52.8,10.09\ncell-140,north_cluster,O1_PM,82.7,492.7,50.1,24.27\ncell-140,north_cluster,E2_KPM,20.0,483.0,22.2,17.68\ncell-171,south_cluster,O1_PM,17.3,202.0,19.7,12.83\ncell-171,south_cluster,E2_KPM,33.5,344.6,24.5,16.45\ncell-173,north_cluster,O1_PM,55.9,585.5,42.2,12.10\ncell-173,north_cluster,E2_KPM,53.6,612.3,42.5,15.79\ncell-180,stadium,E2_KPM,17.5,340.1,19.3,31.13\ncell-180,stadium,O1_PM,23.9,577.5,22.2,30.43\ncell-189,stadium,O1_PM,56.5,70.7,43.6,19.64\ncell-189,stadium,E2_KPM,91.1,633.8,61.4,16.11\ncell-268,stadium,O1_PM,33.0,199.7,25.8,26.97\ncell-268,stadium,E2_KPM,40.3,185.8,31.1,10.89\ncell-360,south_cluster,O1_PM,77.4,398.8,47.9,32.54\ncell-360,south_cluster,E2_KPM,78.0,54.9,51.4,34.96\ncell-385,south_cluster,E2_KPM,82.2,328.3,53.2,31.69\ncell-385,south_cluster,O1_PM,57.8,239.5,46.8,18.89\ncell-441,south_cluster,O1_PM,15.7,533.8,17.5,18.00\ncell-441,south_cluster,E2_KPM,24.7,416.7,21.6,15.11\ncell-521,north_cluster,O1_PM,42.3,585.9,36.7,24.11\ncell-521,north_cluster,E2_KPM,64.3,374.3,49.3,12.84\ncell-552,hospital_zone,E2_KPM,20.8,293.1,27.5,1.37\ncell-552,hospital_zone,O1_PM,59.2,62.1,38.2,4.73\ncell-734,north_cluster,E2_KPM,33.1,224.0,34.4,31.17\ncell-734,north_cluster,O1_PM,72.1,128.4,46.8,23.38\ncell-790,north_cluster,E2_KPM,47.3,277.3,39.4,25.08\ncell-790,north_cluster,O1_PM,76.5,362.2,53.2,30.84\ncell-804,south_cluster,E2_KPM,53.7,375.5,41.5,20.90\ncell-804,south_cluster,O1_PM,34.4,459.5,31.2,22.12\ncell-839,hospital_zone,O1_PM,74.2,535.6,49.2,23.01\ncell-839,hospital_zone,E2_KPM,53.0,328.1,32.9,34.21\ncell-846,south_cluster,O1_PM,59.6,350.6,46.4,6.08\ncell-846,south_cluster,E2_KPM,50.1,451.8,42.8,22.54\ncell-886,hospital_zone,E2_KPM,64.8,247.7,43.0,8.32\ncell-886,hospital_zone,O1_PM,23.1,342.1,22.2,14.99\ncell-970,stadium,E2_KPM,24.6,464.3,23.9,33.54\ncell-970,stadium,O1_PM,71.4,388.1,51.3,23.98\ncell-984,stadium,E2_KPM,36.8,65.5,25.7,30.82\ncell-984,stadium,O1_PM,67.4,350.2,44.4,20.99\n", "truth": {"action": "cap_share", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "07d70e677d37b06bb8c1e0b544c1d84d3b4f138352a929eb0452c19320b642ff", "telemetry_sha256": "b8cf76369fffcd0ba8190f0c342073f43a17488b236f34ebabc3335efa51ad97", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-189", "edge_ue_thr_mbps": "cell-552"}, "decoy_cell": "cell-139", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0160", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, set automated machine feedback control loop traffic to critical highest priority in the south cluster until this event ends.", "telemetry": "KPM telemetry snapshot at 2026-10-20T21:08:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,O1_PM,24.2,338.5,20.2,22.84\ncell-108,hospital_zone,E2_KPM,31.7,316.1,32.9,22.03\ncell-151,hospital_zone,E2_KPM,60.9,636.3,44.3,18.50\ncell-151,hospital_zone,O1_PM,26.6,483.9,29.2,9.56\ncell-163,stadium,E2_KPM,38.0,610.0,25.3,34.96\ncell-163,stadium,O1_PM,47.6,309.0,32.6,22.73\ncell-182,north_cluster,E2_KPM,64.3,377.8,39.8,29.97\ncell-182,north_cluster,O1_PM,31.0,48.5,25.4,33.41\ncell-279,hospital_zone,O1_PM,70.5,43.9,46.7,25.12\ncell-279,hospital_zone,E2_KPM,48.1,506.7,33.4,28.13\ncell-290,south_cluster,E2_KPM,57.7,579.8,39.4,25.25\ncell-290,south_cluster,O1_PM,71.6,389.1,53.7,7.08\ncell-310,hospital_zone,E2_KPM,82.9,218.5,48.0,23.14\ncell-310,hospital_zone,O1_PM,65.2,521.0,50.1,23.63\ncell-311,north_cluster,O1_PM,56.8,342.1,43.2,26.42\ncell-311,north_cluster,E2_KPM,74.0,87.6,47.1,20.45\ncell-343,stadium,E2_KPM,47.9,426.5,40.1,18.90\ncell-343,stadium,O1_PM,22.5,637.7,25.0,11.84\ncell-440,north_cluster,O1_PM,95.1,644.3,20.2,31.67\ncell-440,north_cluster,E2_KPM,49.0,521.8,41.4,34.06\ncell-460,hospital_zone,E2_KPM,93.3,86.9,63.7,22.13\ncell-460,hospital_zone,O1_PM,37.0,203.7,27.1,31.63\ncell-559,north_cluster,O1_PM,59.1,253.6,40.7,15.23\ncell-559,north_cluster,E2_KPM,73.0,246.4,47.6,6.72\ncell-560,stadium,E2_KPM,32.7,445.4,22.4,28.42\ncell-560,stadium,O1_PM,34.5,605.7,33.9,17.79\ncell-607,stadium,E2_KPM,55.3,286.9,45.4,1.63\ncell-607,stadium,O1_PM,16.8,140.6,19.2,26.01\ncell-675,hospital_zone,E2_KPM,29.0,553.9,24.7,19.29\ncell-675,hospital_zone,O1_PM,19.9,56.7,20.1,25.36\ncell-757,south_cluster,E2_KPM,16.4,454.5,16.1,29.07\ncell-757,south_cluster,O1_PM,81.3,73.6,53.6,12.77\ncell-817,south_cluster,E2_KPM,35.7,167.3,32.7,27.93\ncell-817,south_cluster,O1_PM,66.2,591.1,42.4,33.97\ncell-853,south_cluster,O1_PM,59.8,193.7,46.5,14.13\ncell-853,south_cluster,E2_KPM,62.5,320.5,41.7,29.41\ncell-878,north_cluster,O1_PM,30.9,420.5,24.5,34.25\ncell-878,north_cluster,E2_KPM,30.6,112.8,29.0,5.45\ncell-923,south_cluster,O1_PM,28.4,93.0,28.4,15.21\ncell-923,south_cluster,E2_KPM,49.5,344.5,41.2,27.20\ncell-929,stadium,E2_KPM,72.4,457.9,49.5,26.27\ncell-929,stadium,O1_PM,29.7,355.6,23.6,30.87\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "4e53eb3cba8f8bab0d1f9da1358dfb661a9a0f6e73db73f97e5f30f4ddfb9d64", "telemetry_sha256": "ec9b7a7bf8ddfcf8d9ba506841d2d4542e6989e1de180482d58efcefd04bb71b", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-460", "edge_ue_thr_mbps": "cell-607"}, "decoy_cell": "cell-440"}}
+{"case_id": "ranintent_v1_test_0161", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi team, please lower generic best-effort internet traffic to standard normal priority across the north cluster until the ongoing situation is resolved.", "telemetry": "KPM telemetry snapshot at 2026-10-25T20:15:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,O1_PM,39.1,41.6,33.9,9.68\ncell-114,north_cluster,E2_KPM,33.4,487.2,24.8,25.43\ncell-123,stadium,O1_PM,36.4,596.7,25.1,13.11\ncell-123,stadium,E2_KPM,59.2,192.0,45.5,27.49\ncell-203,south_cluster,E2_KPM,44.7,207.6,29.4,34.03\ncell-203,south_cluster,O1_PM,59.5,311.2,39.2,23.79\ncell-369,north_cluster,E2_KPM,22.2,540.5,28.4,21.02\ncell-369,north_cluster,O1_PM,58.2,247.3,41.6,34.06\ncell-400,stadium,E2_KPM,37.7,432.7,33.6,32.48\ncell-400,stadium,O1_PM,69.6,624.2,48.7,18.00\ncell-489,south_cluster,O1_PM,34.9,437.9,25.2,12.06\ncell-489,south_cluster,E2_KPM,89.5,209.0,61.9,34.03\ncell-556,hospital_zone,O1_PM,52.3,618.6,32.5,7.38\ncell-556,hospital_zone,E2_KPM,39.9,479.8,28.0,20.70\ncell-575,hospital_zone,O1_PM,24.8,251.1,21.3,20.40\ncell-575,hospital_zone,E2_KPM,55.8,560.8,42.9,17.61\ncell-622,hospital_zone,O1_PM,74.3,626.5,48.6,7.37\ncell-622,hospital_zone,E2_KPM,54.8,491.7,43.7,1.21\ncell-656,north_cluster,E2_KPM,48.2,461.4,37.5,22.89\ncell-656,north_cluster,O1_PM,26.0,234.1,25.0,31.32\ncell-659,south_cluster,O1_PM,23.9,275.6,21.9,15.29\ncell-659,south_cluster,E2_KPM,78.0,57.6,48.9,12.66\ncell-731,hospital_zone,E2_KPM,42.9,285.3,33.0,26.19\ncell-731,hospital_zone,O1_PM,57.9,640.9,44.0,6.64\ncell-745,stadium,E2_KPM,22.1,621.9,18.3,31.25\ncell-745,stadium,O1_PM,92.3,371.6,34.6,17.31\ncell-759,south_cluster,O1_PM,41.5,396.5,36.2,9.94\ncell-759,south_cluster,E2_KPM,66.2,41.1,42.5,23.20\ncell-773,north_cluster,E2_KPM,75.4,464.7,50.7,27.25\ncell-773,north_cluster,O1_PM,50.7,336.4,40.9,31.77\ncell-782,hospital_zone,E2_KPM,42.1,432.7,30.2,29.34\ncell-782,hospital_zone,O1_PM,45.1,57.6,35.8,23.76\ncell-845,stadium,E2_KPM,65.7,519.9,41.8,5.34\ncell-845,stadium,O1_PM,54.8,374.5,42.9,34.58\ncell-930,south_cluster,E2_KPM,70.2,633.9,50.8,29.64\ncell-930,south_cluster,O1_PM,76.6,237.0,53.3,23.07\ncell-934,south_cluster,O1_PM,36.2,417.0,24.6,14.19\ncell-934,south_cluster,E2_KPM,17.3,364.7,18.9,20.07\ncell-968,north_cluster,E2_KPM,31.7,626.9,27.3,10.81\ncell-968,north_cluster,O1_PM,66.1,373.2,47.3,6.89\ncell-975,stadium,E2_KPM,15.8,537.5,19.5,16.04\ncell-975,stadium,O1_PM,24.9,381.2,19.9,16.11\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "fe84db7752deb5985d6738ab3d13a8bb4b9cd269f74fee8e158fb74860bae270", "telemetry_sha256": "dd2b5f54058a580d81e56e0fbcfad7008339f46a98ce0b7bbb60c49635a7e916", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-489", "edge_ue_thr_mbps": "cell-622"}, "decoy_cell": "cell-745"}}
+{"case_id": "ranintent_v1_test_0162", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket: Adjust bulk analytics upload data down to normal priority across the south cluster for a duration of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-27T21:31:49Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,south_cluster,O1_PM,70.9,288.0,53.0,34.68\ncell-102,south_cluster,E2_KPM,28.9,91.1,29.5,23.37\ncell-122,hospital_zone,E2_KPM,74.2,637.0,49.0,23.47\ncell-122,hospital_zone,O1_PM,45.1,406.7,35.5,26.15\ncell-123,south_cluster,O1_PM,28.1,604.4,23.4,14.03\ncell-123,south_cluster,E2_KPM,63.8,67.0,40.8,14.13\ncell-159,north_cluster,O1_PM,84.5,450.4,54.4,31.18\ncell-159,north_cluster,E2_KPM,74.0,540.8,46.2,19.13\ncell-164,hospital_zone,E2_KPM,79.0,44.9,49.1,7.94\ncell-164,hospital_zone,O1_PM,97.5,521.7,43.8,24.16\ncell-208,south_cluster,O1_PM,21.0,229.6,26.8,30.98\ncell-208,south_cluster,E2_KPM,55.3,149.3,37.5,6.50\ncell-358,hospital_zone,E2_KPM,80.1,615.9,47.7,31.02\ncell-358,hospital_zone,O1_PM,73.9,198.8,49.8,27.66\ncell-397,hospital_zone,O1_PM,72.0,516.4,53.4,33.52\ncell-397,hospital_zone,E2_KPM,17.5,615.0,25.5,17.34\ncell-415,stadium,O1_PM,85.7,584.4,53.2,16.98\ncell-415,stadium,E2_KPM,87.1,75.0,51.3,5.20\ncell-426,stadium,E2_KPM,17.5,155.2,21.9,0.97\ncell-426,stadium,O1_PM,39.9,621.5,34.1,29.41\ncell-439,stadium,E2_KPM,77.4,641.4,53.7,34.81\ncell-439,stadium,O1_PM,84.0,307.9,55.2,23.87\ncell-467,stadium,E2_KPM,19.1,573.9,22.2,6.30\ncell-467,stadium,O1_PM,81.2,394.5,57.7,30.17\ncell-481,south_cluster,E2_KPM,60.7,634.6,48.1,33.24\ncell-481,south_cluster,O1_PM,17.6,321.0,18.2,12.49\ncell-580,north_cluster,E2_KPM,50.1,94.9,35.6,7.24\ncell-580,north_cluster,O1_PM,80.3,290.6,55.6,31.45\ncell-621,stadium,O1_PM,80.7,306.1,49.3,26.24\ncell-621,stadium,E2_KPM,57.3,65.3,41.2,27.00\ncell-691,hospital_zone,O1_PM,70.4,615.5,49.7,21.69\ncell-691,hospital_zone,E2_KPM,18.0,76.4,19.2,24.51\ncell-718,south_cluster,E2_KPM,95.2,126.5,65.0,31.06\ncell-718,south_cluster,O1_PM,37.7,115.3,30.1,34.84\ncell-743,north_cluster,E2_KPM,56.2,589.8,40.9,33.68\ncell-743,north_cluster,O1_PM,36.9,69.7,25.3,22.72\ncell-754,north_cluster,O1_PM,66.5,447.4,51.1,27.03\ncell-754,north_cluster,E2_KPM,70.8,454.0,46.5,32.53\ncell-786,stadium,E2_KPM,64.8,468.1,39.3,29.97\ncell-786,stadium,O1_PM,51.6,512.2,40.0,8.43\ncell-870,north_cluster,E2_KPM,37.5,414.0,26.9,5.88\ncell-870,north_cluster,O1_PM,72.1,123.0,45.7,6.86\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "south_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "50360a547e384630fa047ce3f7a536f9192f1bd628f6a32a0e6a01a1d2c78636", "telemetry_sha256": "ffe99bfc22d5665cbcc59383b4297835fd1ea0b82400622305730330ef85f036", "tokens_cl100k": {"telemetry": 1152, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-718", "edge_ue_thr_mbps": "cell-426"}, "decoy_cell": "cell-164"}}
+{"case_id": "ranintent_v1_test_0163", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety alert: bump ambulance and officer camera video feeds up to high priority across the north cluster until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-27T09:09:05Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,stadium,O1_PM,64.5,560.5,48.6,26.61\ncell-122,stadium,E2_KPM,55.9,547.9,37.3,13.10\ncell-168,south_cluster,E2_KPM,17.5,397.0,24.3,6.77\ncell-168,south_cluster,O1_PM,80.2,262.5,47.9,25.93\ncell-193,hospital_zone,O1_PM,22.9,192.5,24.0,16.77\ncell-193,hospital_zone,E2_KPM,54.8,340.3,41.7,25.45\ncell-271,north_cluster,O1_PM,56.5,184.2,41.5,5.33\ncell-271,north_cluster,E2_KPM,51.2,120.7,31.8,29.11\ncell-284,stadium,E2_KPM,70.7,105.6,49.2,4.64\ncell-284,stadium,O1_PM,62.5,359.5,37.6,24.53\ncell-354,north_cluster,E2_KPM,77.2,324.4,49.5,16.37\ncell-354,north_cluster,O1_PM,81.6,402.0,50.7,23.79\ncell-370,stadium,O1_PM,27.1,620.1,19.9,13.05\ncell-370,stadium,E2_KPM,78.1,331.5,52.8,29.42\ncell-414,south_cluster,E2_KPM,34.5,415.8,29.3,19.12\ncell-414,south_cluster,O1_PM,76.5,388.3,49.8,34.16\ncell-469,north_cluster,E2_KPM,92.6,68.4,59.2,34.43\ncell-469,north_cluster,O1_PM,67.6,362.3,45.3,10.88\ncell-640,north_cluster,O1_PM,60.7,53.8,48.1,13.88\ncell-640,north_cluster,E2_KPM,53.6,648.7,44.1,32.64\ncell-666,south_cluster,O1_PM,29.4,133.1,29.8,6.26\ncell-666,south_cluster,E2_KPM,62.2,511.2,40.0,10.51\ncell-701,stadium,O1_PM,81.5,474.2,56.6,22.14\ncell-701,stadium,E2_KPM,80.1,472.9,53.0,12.48\ncell-704,north_cluster,O1_PM,75.3,157.1,52.3,29.05\ncell-704,north_cluster,E2_KPM,59.7,222.3,38.9,9.75\ncell-761,hospital_zone,O1_PM,22.5,476.3,26.3,12.94\ncell-761,hospital_zone,E2_KPM,61.7,55.1,48.5,31.01\ncell-770,hospital_zone,E2_KPM,23.5,341.1,27.1,11.25\ncell-770,hospital_zone,O1_PM,95.4,302.7,26.5,9.42\ncell-830,south_cluster,O1_PM,16.1,122.1,25.2,23.26\ncell-830,south_cluster,E2_KPM,34.7,334.2,32.3,23.62\ncell-832,hospital_zone,E2_KPM,30.1,46.7,27.0,15.26\ncell-832,hospital_zone,O1_PM,28.4,287.7,23.0,7.45\ncell-863,hospital_zone,O1_PM,51.8,534.5,33.2,30.08\ncell-863,hospital_zone,E2_KPM,64.7,167.2,42.3,16.18\ncell-949,south_cluster,E2_KPM,75.7,268.1,45.3,9.25\ncell-949,south_cluster,O1_PM,78.9,170.7,49.9,34.14\ncell-950,stadium,E2_KPM,48.9,74.2,35.8,31.66\ncell-950,stadium,O1_PM,63.7,170.1,49.7,10.52\ncell-997,stadium,E2_KPM,58.5,360.6,46.0,1.50\ncell-997,stadium,O1_PM,62.3,283.0,43.3,13.92\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "north_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "538d9377583bd2ffaa35cee74654d9119ad051050d7cbe3bab13e14b7e9229a7", "telemetry_sha256": "35f86902ec0994e41d959bf4f7cae1a5c22c3c398388cb227e219b513e0d7c62", "tokens_cl100k": {"telemetry": 1152, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-469", "edge_ue_thr_mbps": "cell-997"}, "decoy_cell": "cell-770"}}
+{"case_id": "ranintent_v1_test_0164", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The provider covenants to enforce a 10 ms maximum latency bound for unclassified best-effort data on all base stations operating at peak load until the current incident finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-14T20:39:38Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-173,north_cluster,E2_KPM,46.6,422.0,35.4,13.95\ncell-173,north_cluster,O1_PM,47.4,445.0,40.8,26.65\ncell-222,hospital_zone,E2_KPM,92.3,199.7,52.2,29.66\ncell-222,hospital_zone,O1_PM,32.8,245.3,28.6,30.12\ncell-262,north_cluster,O1_PM,42.3,560.2,37.7,18.18\ncell-262,north_cluster,E2_KPM,64.4,351.4,42.7,11.57\ncell-275,south_cluster,E2_KPM,77.4,176.9,52.4,13.32\ncell-275,south_cluster,O1_PM,31.7,379.4,33.5,20.05\ncell-310,south_cluster,E2_KPM,49.0,553.8,32.8,8.57\ncell-310,south_cluster,O1_PM,49.8,91.0,40.0,28.79\ncell-354,stadium,O1_PM,18.2,163.4,18.2,5.27\ncell-354,stadium,E2_KPM,41.1,325.3,31.6,29.32\ncell-401,hospital_zone,E2_KPM,30.5,601.6,26.3,10.53\ncell-401,hospital_zone,O1_PM,49.5,382.2,41.4,31.78\ncell-439,south_cluster,E2_KPM,25.9,491.1,25.0,21.16\ncell-439,south_cluster,O1_PM,34.9,69.2,23.5,17.87\ncell-487,hospital_zone,E2_KPM,53.0,339.5,34.9,28.48\ncell-487,hospital_zone,O1_PM,61.0,301.0,43.3,5.78\ncell-535,north_cluster,E2_KPM,56.2,547.9,36.0,20.38\ncell-535,north_cluster,O1_PM,23.5,297.7,23.4,27.75\ncell-560,south_cluster,O1_PM,46.0,442.5,32.2,33.63\ncell-560,south_cluster,E2_KPM,66.4,291.5,46.6,1.06\ncell-570,north_cluster,O1_PM,72.1,594.9,46.5,25.89\ncell-570,north_cluster,E2_KPM,30.4,217.1,32.4,31.89\ncell-574,stadium,E2_KPM,82.9,188.3,55.5,33.76\ncell-574,stadium,O1_PM,72.6,632.1,46.5,17.74\ncell-602,stadium,O1_PM,95.8,289.3,43.0,34.72\ncell-602,stadium,E2_KPM,73.6,65.0,53.4,24.39\ncell-627,hospital_zone,E2_KPM,77.6,201.6,52.3,8.40\ncell-627,hospital_zone,O1_PM,40.8,65.5,35.7,11.92\ncell-765,stadium,E2_KPM,35.7,466.4,34.8,31.30\ncell-765,stadium,O1_PM,21.4,503.0,24.0,31.43\ncell-837,south_cluster,E2_KPM,26.3,94.2,23.3,5.69\ncell-837,south_cluster,O1_PM,34.2,399.3,27.3,19.70\ncell-917,stadium,O1_PM,69.1,538.5,44.4,33.84\ncell-917,stadium,E2_KPM,42.1,528.4,32.1,25.55\ncell-976,south_cluster,O1_PM,21.0,632.0,20.6,4.87\ncell-976,south_cluster,E2_KPM,46.8,66.5,31.2,9.07\ncell-979,north_cluster,E2_KPM,68.9,386.7,50.6,25.24\ncell-979,north_cluster,O1_PM,72.5,138.7,42.6,11.88\ncell-997,hospital_zone,E2_KPM,28.5,185.6,21.3,27.73\ncell-997,hospital_zone,O1_PM,32.5,497.0,26.5,32.90\n", "truth": {"action": "set_latency_target", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "10", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "fde65f29ddc7e8b613478783bf8180e891a6dc935a9e96da408630cd981de47c", "telemetry_sha256": "7b2c9214db0052d0606227e7ce4776176b4078eb8e3e5a58884075a4fab30edb", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-222", "edge_ue_thr_mbps": "cell-560"}, "decoy_cell": "cell-602", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0165", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure directive: Keep interactive cloud gaming and XR compute workloads localized to on-tower compute hardware for sectors experiencing peak traffic load.", "telemetry": "KPM telemetry snapshot at 2026-10-13T19:59:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-142,stadium,O1_PM,70.5,219.0,50.6,27.19\ncell-142,stadium,E2_KPM,82.6,259.8,48.6,7.65\ncell-185,hospital_zone,O1_PM,60.1,555.1,43.3,20.82\ncell-185,hospital_zone,E2_KPM,75.0,560.5,54.9,11.31\ncell-213,stadium,O1_PM,70.6,486.3,45.7,17.45\ncell-213,stadium,E2_KPM,81.4,589.0,54.3,33.12\ncell-280,hospital_zone,E2_KPM,47.1,55.0,33.2,29.14\ncell-280,hospital_zone,O1_PM,52.1,462.9,39.4,14.44\ncell-297,north_cluster,E2_KPM,92.6,355.8,59.7,33.04\ncell-297,north_cluster,O1_PM,35.0,238.4,24.8,30.54\ncell-310,south_cluster,E2_KPM,57.9,366.4,46.0,19.57\ncell-310,south_cluster,O1_PM,43.8,558.4,34.4,26.04\ncell-313,hospital_zone,E2_KPM,30.8,475.8,32.4,25.67\ncell-313,hospital_zone,O1_PM,70.1,129.2,41.7,7.57\ncell-337,south_cluster,E2_KPM,42.9,237.5,31.2,14.59\ncell-337,south_cluster,O1_PM,40.1,54.4,29.1,32.77\ncell-357,north_cluster,O1_PM,70.1,461.2,41.2,33.10\ncell-357,north_cluster,E2_KPM,32.5,642.1,23.2,10.70\ncell-449,north_cluster,O1_PM,22.6,193.5,27.2,31.73\ncell-449,north_cluster,E2_KPM,23.1,352.3,27.7,16.54\ncell-463,stadium,E2_KPM,63.9,337.4,41.5,7.19\ncell-463,stadium,O1_PM,30.5,506.5,27.5,23.83\ncell-481,south_cluster,O1_PM,33.1,57.1,32.0,25.40\ncell-481,south_cluster,E2_KPM,57.7,639.6,45.1,1.92\ncell-487,stadium,O1_PM,56.2,269.6,42.1,18.71\ncell-487,stadium,E2_KPM,54.8,514.1,43.8,10.84\ncell-508,hospital_zone,O1_PM,34.4,544.7,23.4,5.41\ncell-508,hospital_zone,E2_KPM,39.0,71.7,33.2,5.64\ncell-531,north_cluster,E2_KPM,53.9,440.2,41.1,18.43\ncell-531,north_cluster,O1_PM,29.6,447.2,28.5,14.26\ncell-651,stadium,E2_KPM,25.0,368.5,19.2,24.42\ncell-651,stadium,O1_PM,20.8,142.8,23.2,30.80\ncell-661,south_cluster,O1_PM,67.8,343.2,44.0,21.05\ncell-661,south_cluster,E2_KPM,79.1,97.8,55.3,22.25\ncell-741,hospital_zone,E2_KPM,26.7,194.5,20.2,27.12\ncell-741,hospital_zone,O1_PM,36.0,306.1,25.3,8.42\ncell-749,south_cluster,E2_KPM,81.4,226.0,50.0,12.82\ncell-749,south_cluster,O1_PM,72.0,583.1,42.0,33.73\ncell-905,north_cluster,E2_KPM,19.2,187.4,20.1,17.86\ncell-905,north_cluster,O1_PM,62.0,223.6,42.9,31.48\ncell-998,hospital_zone,O1_PM,95.7,466.6,51.8,12.70\ncell-998,hospital_zone,E2_KPM,67.5,304.3,40.6,26.71\n", "truth": {"action": "restrict_edge", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "on_site", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9495b3b98236ebbd95219735b7fef3e0396f6fcbef5ded49a9a8efa020295f23", "telemetry_sha256": "3ae94d0daaa72f725ea82190d69685e1888b8856fb7a053862caf8b6605f614a", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-297", "edge_ue_thr_mbps": "cell-481"}, "decoy_cell": "cell-998", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0166", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, please revert sensor reporting and smart meter data back to default QoS in the north cluster and clear earlier modifications.", "telemetry": "KPM telemetry snapshot at 2026-10-15T18:08:13Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,hospital_zone,O1_PM,27.0,336.9,30.2,6.51\ncell-101,hospital_zone,E2_KPM,34.6,490.7,26.8,0.89\ncell-113,stadium,E2_KPM,73.2,299.1,49.1,30.26\ncell-113,stadium,O1_PM,39.9,314.7,35.7,8.01\ncell-125,north_cluster,O1_PM,78.5,451.8,53.1,32.24\ncell-125,north_cluster,E2_KPM,75.0,178.3,47.0,8.19\ncell-133,hospital_zone,O1_PM,24.4,206.8,19.6,19.48\ncell-133,hospital_zone,E2_KPM,52.6,339.1,33.2,9.15\ncell-144,north_cluster,O1_PM,31.5,415.2,24.1,10.19\ncell-144,north_cluster,E2_KPM,19.5,611.0,27.0,18.55\ncell-154,north_cluster,O1_PM,30.9,299.7,31.9,33.55\ncell-154,north_cluster,E2_KPM,59.2,505.6,39.4,33.39\ncell-169,north_cluster,E2_KPM,38.4,576.5,30.7,12.56\ncell-169,north_cluster,O1_PM,18.1,596.2,18.5,32.17\ncell-252,stadium,O1_PM,51.5,334.5,38.4,29.34\ncell-252,stadium,E2_KPM,61.9,644.6,40.7,10.50\ncell-271,south_cluster,E2_KPM,54.4,50.2,41.1,30.72\ncell-271,south_cluster,O1_PM,73.2,314.8,44.9,30.07\ncell-319,stadium,O1_PM,42.0,621.0,28.5,22.87\ncell-319,stadium,E2_KPM,65.3,77.7,45.4,19.46\ncell-347,south_cluster,E2_KPM,74.8,576.7,46.2,15.35\ncell-347,south_cluster,O1_PM,75.7,337.2,46.3,22.53\ncell-363,stadium,O1_PM,19.4,367.5,16.3,28.70\ncell-363,stadium,E2_KPM,53.2,112.6,33.2,20.27\ncell-399,north_cluster,E2_KPM,23.7,406.0,21.0,7.05\ncell-399,north_cluster,O1_PM,25.7,527.8,19.5,19.79\ncell-626,hospital_zone,E2_KPM,30.5,475.2,24.1,10.58\ncell-626,hospital_zone,O1_PM,19.8,200.8,23.7,23.63\ncell-669,hospital_zone,E2_KPM,74.2,79.6,43.2,21.44\ncell-669,hospital_zone,O1_PM,37.3,41.6,34.1,5.67\ncell-696,north_cluster,O1_PM,23.5,132.7,22.2,18.03\ncell-696,north_cluster,E2_KPM,90.9,367.1,59.9,34.05\ncell-725,stadium,E2_KPM,57.8,239.4,41.8,17.26\ncell-725,stadium,O1_PM,72.1,357.6,53.4,34.92\ncell-734,south_cluster,E2_KPM,40.1,238.2,31.6,23.25\ncell-734,south_cluster,O1_PM,64.8,465.6,50.3,24.85\ncell-792,south_cluster,O1_PM,76.8,502.9,51.9,28.33\ncell-792,south_cluster,E2_KPM,34.9,76.1,34.3,7.03\ncell-888,hospital_zone,E2_KPM,81.0,70.6,57.7,9.51\ncell-888,hospital_zone,O1_PM,74.5,539.9,51.4,3.92\ncell-964,south_cluster,E2_KPM,29.3,76.4,24.9,22.37\ncell-964,south_cluster,O1_PM,39.7,622.3,35.5,14.59\n", "truth": {"action": "revert_default", "class": "iot_metering", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "24a9ecbe20c9974fda0c18adaadb66db007af6ce2da4e2bef8b370e6b89d3f77", "telemetry_sha256": "3e79a8c518ce0babb300166c82d071c2c37efe8e76d96d961b03921c8900293c", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-696", "edge_ue_thr_mbps": "cell-101"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0167", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hello network team, Lumen Media requests limiting cloud gaming and XR interactive sessions to at most 10 percent of available radio resources on base stations where edge user throughput is lowest until the event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T17:29:14Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,south_cluster,O1_PM,72.0,392.9,49.3,12.28\ncell-124,south_cluster,E2_KPM,71.9,247.6,43.2,17.01\ncell-174,stadium,O1_PM,44.4,314.6,35.0,20.02\ncell-174,stadium,E2_KPM,38.1,69.0,26.9,13.97\ncell-235,stadium,O1_PM,20.5,496.2,27.3,32.00\ncell-235,stadium,E2_KPM,69.8,448.9,49.3,1.04\ncell-271,hospital_zone,E2_KPM,29.5,45.2,32.2,17.19\ncell-271,hospital_zone,O1_PM,28.9,222.2,31.4,25.94\ncell-292,north_cluster,E2_KPM,92.0,647.7,54.8,22.57\ncell-292,north_cluster,O1_PM,56.9,483.8,44.0,15.11\ncell-388,stadium,E2_KPM,63.4,444.8,45.2,18.67\ncell-388,stadium,O1_PM,27.1,570.4,21.9,23.30\ncell-551,south_cluster,O1_PM,35.1,285.1,35.5,8.65\ncell-551,south_cluster,E2_KPM,18.1,231.4,18.7,28.37\ncell-621,hospital_zone,O1_PM,31.0,153.9,30.2,0.12\ncell-621,hospital_zone,E2_KPM,25.3,326.3,24.4,34.94\ncell-634,hospital_zone,E2_KPM,20.5,117.1,19.3,22.23\ncell-634,hospital_zone,O1_PM,28.0,188.1,21.2,7.31\ncell-655,south_cluster,O1_PM,83.3,97.5,51.0,21.68\ncell-655,south_cluster,E2_KPM,28.2,178.5,31.7,17.54\ncell-663,hospital_zone,E2_KPM,78.0,535.2,52.0,26.61\ncell-663,hospital_zone,O1_PM,32.9,212.5,33.6,15.90\ncell-666,stadium,O1_PM,16.8,99.8,19.9,24.65\ncell-666,stadium,E2_KPM,30.0,49.4,28.5,21.28\ncell-703,stadium,E2_KPM,31.6,216.1,26.0,30.66\ncell-703,stadium,O1_PM,47.7,499.6,35.0,4.27\ncell-723,south_cluster,E2_KPM,80.1,224.6,52.6,14.28\ncell-723,south_cluster,O1_PM,40.6,250.8,29.4,25.59\ncell-759,north_cluster,E2_KPM,20.7,292.5,26.8,11.48\ncell-759,north_cluster,O1_PM,37.9,610.6,31.4,33.05\ncell-764,north_cluster,E2_KPM,82.2,387.5,54.3,8.78\ncell-764,north_cluster,O1_PM,44.7,265.3,35.5,5.53\ncell-816,north_cluster,E2_KPM,83.7,575.8,59.6,31.38\ncell-816,north_cluster,O1_PM,28.9,327.3,31.4,22.37\ncell-931,stadium,E2_KPM,74.3,640.4,53.2,6.98\ncell-931,stadium,O1_PM,36.8,489.9,26.7,18.05\ncell-944,north_cluster,E2_KPM,42.8,61.7,37.2,30.63\ncell-944,north_cluster,O1_PM,65.4,64.8,43.5,18.93\ncell-945,south_cluster,O1_PM,51.1,147.1,34.8,5.83\ncell-945,south_cluster,E2_KPM,43.5,124.0,34.2,16.38\ncell-997,hospital_zone,O1_PM,63.2,394.8,40.8,13.57\ncell-997,hospital_zone,E2_KPM,36.5,471.8,34.3,30.12\n", "truth": {"action": "cap_share", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "10", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7f3a3ec6eeee796fc71b0a7e037ed1ef07f86a2e85f4be6b11be6ad6f2983124", "telemetry_sha256": "592c7eeaddf768f07811dc5900e26342d4ca363706a7aa33aeb30aea58a0b486", "tokens_cl100k": {"telemetry": 1152, "text": 39}, "extreme_cells": {"prb_util_pct": "cell-292", "edge_ue_thr_mbps": "cell-235"}, "decoy_cell": "cell-621", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0168", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket #11209: Discontinue special handling and revert automated machinery control loops back to default operational mode in the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-21T17:37:31Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,stadium,E2_KPM,52.8,125.9,38.5,27.30\ncell-121,stadium,O1_PM,46.4,250.5,39.2,11.15\ncell-122,stadium,E2_KPM,68.4,254.7,48.9,19.58\ncell-122,stadium,O1_PM,18.0,166.2,24.4,6.63\ncell-137,south_cluster,O1_PM,54.7,307.1,41.1,9.53\ncell-137,south_cluster,E2_KPM,81.8,243.3,49.2,9.52\ncell-238,stadium,O1_PM,43.1,138.6,39.5,33.67\ncell-238,stadium,E2_KPM,81.0,570.5,50.1,15.19\ncell-253,hospital_zone,O1_PM,65.4,265.0,39.8,11.72\ncell-253,hospital_zone,E2_KPM,75.3,103.4,53.2,30.75\ncell-258,hospital_zone,O1_PM,22.3,315.8,23.9,27.30\ncell-258,hospital_zone,E2_KPM,78.0,594.6,49.9,19.53\ncell-323,north_cluster,E2_KPM,53.7,520.4,37.7,12.02\ncell-323,north_cluster,O1_PM,17.2,573.2,16.4,30.11\ncell-364,hospital_zone,O1_PM,52.8,486.5,43.5,22.34\ncell-364,hospital_zone,E2_KPM,70.6,628.5,43.8,31.18\ncell-420,south_cluster,O1_PM,17.7,242.9,15.3,27.84\ncell-420,south_cluster,E2_KPM,68.1,618.8,41.3,26.47\ncell-441,hospital_zone,O1_PM,59.3,315.6,45.5,32.87\ncell-441,hospital_zone,E2_KPM,21.8,344.2,18.8,11.65\ncell-450,south_cluster,E2_KPM,26.5,334.3,29.9,24.58\ncell-450,south_cluster,O1_PM,34.7,374.7,31.2,8.12\ncell-493,north_cluster,O1_PM,78.1,604.5,56.5,22.93\ncell-493,north_cluster,E2_KPM,70.2,112.9,48.3,12.41\ncell-506,stadium,O1_PM,33.6,342.4,27.6,19.58\ncell-506,stadium,E2_KPM,41.8,332.9,38.0,13.70\ncell-521,south_cluster,O1_PM,71.0,630.3,46.3,24.16\ncell-521,south_cluster,E2_KPM,58.8,345.3,43.6,8.15\ncell-569,north_cluster,O1_PM,41.6,318.4,27.7,22.26\ncell-569,north_cluster,E2_KPM,65.8,213.6,44.8,33.85\ncell-606,south_cluster,O1_PM,18.4,230.8,16.7,31.30\ncell-606,south_cluster,E2_KPM,26.3,318.7,24.2,19.21\ncell-650,hospital_zone,E2_KPM,57.8,387.7,46.7,23.50\ncell-650,hospital_zone,O1_PM,91.8,647.9,46.8,23.07\ncell-668,stadium,E2_KPM,90.3,172.1,51.6,9.73\ncell-668,stadium,O1_PM,78.4,96.7,46.6,16.45\ncell-742,hospital_zone,O1_PM,15.5,357.2,18.2,27.50\ncell-742,hospital_zone,E2_KPM,44.1,496.1,28.3,13.48\ncell-764,north_cluster,E2_KPM,30.3,612.0,29.8,0.98\ncell-764,north_cluster,O1_PM,27.3,212.9,21.3,13.12\ncell-771,north_cluster,O1_PM,44.8,109.7,32.8,14.25\ncell-771,north_cluster,E2_KPM,34.4,514.6,26.4,27.81\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c64a39b6129bccc55adeb393d34ef287ae0441dd77142238a62a7e3ae0e1023e", "telemetry_sha256": "ecd5940c2fae2583dc1c28ed82a35215d60d850b9a3b266b427c9d79a7e00261", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-668", "edge_ue_thr_mbps": "cell-764"}, "decoy_cell": "cell-650"}}
+{"case_id": "ranintent_v1_test_0169", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ops team: cap first-responder voice talkgroups at a maximum ceiling of 50 percent resource blocks on cells where boundary user throughput is worst until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-24T06:36:43Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,E2_KPM,20.4,152.0,23.0,5.12\ncell-126,stadium,O1_PM,45.2,49.6,35.1,5.90\ncell-139,hospital_zone,O1_PM,80.6,505.6,47.1,10.73\ncell-139,hospital_zone,E2_KPM,33.5,295.7,31.0,26.81\ncell-142,south_cluster,E2_KPM,42.8,339.4,33.2,27.39\ncell-142,south_cluster,O1_PM,52.5,45.6,39.1,15.64\ncell-166,south_cluster,O1_PM,50.5,204.5,37.3,14.76\ncell-166,south_cluster,E2_KPM,34.8,614.0,24.4,1.79\ncell-191,stadium,E2_KPM,92.6,515.7,59.9,6.89\ncell-191,stadium,O1_PM,50.4,246.4,38.4,15.24\ncell-205,north_cluster,O1_PM,23.0,72.8,19.4,20.80\ncell-205,north_cluster,E2_KPM,24.0,557.6,20.1,5.82\ncell-245,south_cluster,E2_KPM,33.1,478.0,30.5,27.00\ncell-245,south_cluster,O1_PM,77.5,308.5,50.2,12.22\ncell-256,south_cluster,E2_KPM,69.0,260.6,45.7,5.90\ncell-256,south_cluster,O1_PM,30.1,533.7,29.4,5.26\ncell-304,north_cluster,E2_KPM,23.1,512.9,26.4,14.71\ncell-304,north_cluster,O1_PM,40.1,606.6,37.3,32.28\ncell-325,stadium,E2_KPM,29.9,58.7,22.0,21.73\ncell-325,stadium,O1_PM,59.0,337.9,46.3,24.45\ncell-369,stadium,E2_KPM,49.1,231.6,42.3,19.78\ncell-369,stadium,O1_PM,66.4,631.4,45.0,0.96\ncell-413,north_cluster,E2_KPM,52.8,334.6,34.2,13.75\ncell-413,north_cluster,O1_PM,48.5,175.7,41.7,30.14\ncell-419,stadium,O1_PM,64.8,610.1,41.8,26.81\ncell-419,stadium,E2_KPM,35.4,177.0,31.0,28.48\ncell-472,south_cluster,E2_KPM,69.2,172.2,44.1,12.86\ncell-472,south_cluster,O1_PM,26.5,623.9,30.7,27.52\ncell-562,north_cluster,O1_PM,81.7,262.2,53.6,30.18\ncell-562,north_cluster,E2_KPM,39.0,522.4,37.2,6.23\ncell-574,hospital_zone,O1_PM,59.7,563.2,38.5,16.13\ncell-574,hospital_zone,E2_KPM,32.6,431.7,31.8,24.85\ncell-645,south_cluster,E2_KPM,31.9,149.6,33.5,15.55\ncell-645,south_cluster,O1_PM,15.3,514.6,17.6,20.01\ncell-658,hospital_zone,O1_PM,20.3,331.1,17.1,32.33\ncell-658,hospital_zone,E2_KPM,61.8,279.0,39.2,5.97\ncell-683,hospital_zone,E2_KPM,30.3,619.8,26.7,12.14\ncell-683,hospital_zone,O1_PM,61.4,595.5,45.0,23.27\ncell-810,north_cluster,O1_PM,36.2,474.5,27.1,10.28\ncell-810,north_cluster,E2_KPM,20.2,540.6,16.2,33.76\ncell-835,hospital_zone,E2_KPM,18.6,237.7,22.6,18.29\ncell-835,hospital_zone,O1_PM,67.8,426.3,49.7,24.10\n", "truth": {"action": "cap_share", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "50", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f0770ca4ed02d69bc624a5490edbdc01cc67484fb6c96992906ce591942443b6", "telemetry_sha256": "633e60679d9dc435baaf7319a9b7d9d2b1c6dadf7f5a47db64aeddf80e6d8de0", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-191", "edge_ue_thr_mbps": "cell-166"}, "decoy_cell": "cell-369", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0170", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The carrier covenants to promote consumer video streaming flows to critical priority status on all radio nodes where cell-edge users experience poorest throughput for a duration of fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-06T10:36:54Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,stadium,O1_PM,51.5,177.2,31.9,9.29\ncell-102,stadium,E2_KPM,60.0,83.4,47.2,23.85\ncell-147,north_cluster,E2_KPM,20.8,234.8,17.4,30.14\ncell-147,north_cluster,O1_PM,46.7,592.9,37.4,10.21\ncell-154,hospital_zone,E2_KPM,58.2,616.7,46.9,1.85\ncell-154,hospital_zone,O1_PM,77.9,349.1,51.6,7.65\ncell-274,south_cluster,O1_PM,26.7,66.0,19.7,9.01\ncell-274,south_cluster,E2_KPM,21.7,509.3,17.8,6.09\ncell-348,hospital_zone,E2_KPM,18.4,162.3,22.4,24.03\ncell-348,hospital_zone,O1_PM,78.0,269.9,50.1,32.14\ncell-372,hospital_zone,O1_PM,23.8,462.6,25.8,25.15\ncell-372,hospital_zone,E2_KPM,31.4,416.6,22.5,33.08\ncell-464,stadium,O1_PM,62.8,577.3,46.9,14.81\ncell-464,stadium,E2_KPM,29.8,426.0,30.9,8.91\ncell-474,south_cluster,O1_PM,44.2,353.8,39.3,19.71\ncell-474,south_cluster,E2_KPM,93.4,551.5,63.1,34.40\ncell-480,south_cluster,O1_PM,39.9,544.9,26.8,28.61\ncell-480,south_cluster,E2_KPM,65.4,74.9,49.8,21.99\ncell-486,north_cluster,O1_PM,30.4,136.6,28.5,0.74\ncell-486,north_cluster,E2_KPM,83.1,95.5,47.6,29.04\ncell-589,south_cluster,O1_PM,26.8,62.2,21.7,26.88\ncell-589,south_cluster,E2_KPM,77.7,600.4,54.3,31.41\ncell-629,stadium,E2_KPM,32.4,268.3,30.3,29.30\ncell-629,stadium,O1_PM,32.9,240.2,26.6,10.17\ncell-660,stadium,E2_KPM,43.3,389.8,33.2,6.29\ncell-660,stadium,O1_PM,63.6,186.9,47.6,33.36\ncell-668,stadium,O1_PM,68.7,291.1,47.2,23.01\ncell-668,stadium,E2_KPM,63.5,172.4,47.5,22.95\ncell-681,north_cluster,O1_PM,80.2,165.6,46.8,24.94\ncell-681,north_cluster,E2_KPM,71.9,430.7,47.8,21.19\ncell-747,hospital_zone,E2_KPM,67.7,51.9,48.3,19.42\ncell-747,hospital_zone,O1_PM,36.0,351.3,29.9,23.64\ncell-908,hospital_zone,E2_KPM,32.1,226.6,27.6,10.87\ncell-908,hospital_zone,O1_PM,75.2,326.4,48.5,30.37\ncell-934,north_cluster,E2_KPM,59.0,550.3,36.9,15.44\ncell-934,north_cluster,O1_PM,54.9,557.5,34.8,28.51\ncell-951,south_cluster,E2_KPM,39.9,408.7,29.3,34.27\ncell-951,south_cluster,O1_PM,65.0,266.5,42.8,9.20\ncell-959,stadium,E2_KPM,62.3,240.5,38.5,15.58\ncell-959,stadium,O1_PM,83.6,292.2,48.7,18.02\ncell-971,north_cluster,E2_KPM,64.9,180.4,41.7,29.13\ncell-971,north_cluster,O1_PM,53.0,100.2,40.7,33.86\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "cbdf6b620014d8fad4eacc086c1136883de341ddc4cbfe3b40e0990200f2213b", "telemetry_sha256": "008c1dfdc0cb751f62326ec8d4e81f0d647bcfca5a8a1deec694f399ab7fa283", "tokens_cl100k": {"telemetry": 1152, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-474", "edge_ue_thr_mbps": "cell-154"}, "decoy_cell": "cell-486", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0171", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Clear all prior overrides and revert consumer video streaming back to nominal default configuration across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-11T14:08:54Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-139,south_cluster,O1_PM,70.9,485.6,52.5,20.13\ncell-139,south_cluster,E2_KPM,56.6,189.3,35.7,9.94\ncell-302,hospital_zone,O1_PM,70.6,417.9,41.4,23.44\ncell-302,hospital_zone,E2_KPM,33.4,98.8,25.2,17.97\ncell-318,north_cluster,O1_PM,68.5,616.0,42.5,16.38\ncell-318,north_cluster,E2_KPM,51.9,131.8,41.7,21.30\ncell-357,stadium,E2_KPM,38.8,93.4,34.3,33.69\ncell-357,stadium,O1_PM,81.5,53.7,53.3,24.71\ncell-410,stadium,E2_KPM,49.9,98.0,33.8,8.83\ncell-410,stadium,O1_PM,28.9,199.2,23.9,5.08\ncell-452,hospital_zone,O1_PM,55.3,605.3,44.7,14.45\ncell-452,hospital_zone,E2_KPM,16.4,396.0,19.7,15.52\ncell-587,stadium,E2_KPM,62.6,397.4,49.0,17.96\ncell-587,stadium,O1_PM,15.7,284.2,25.1,13.29\ncell-597,south_cluster,E2_KPM,52.6,277.5,33.5,31.78\ncell-597,south_cluster,O1_PM,40.9,211.3,38.3,28.48\ncell-600,stadium,E2_KPM,52.0,151.2,41.5,30.53\ncell-600,stadium,O1_PM,32.2,275.3,33.0,16.64\ncell-635,hospital_zone,E2_KPM,69.3,488.6,48.7,8.09\ncell-635,hospital_zone,O1_PM,65.7,76.9,46.6,5.27\ncell-669,south_cluster,O1_PM,47.9,394.5,39.3,21.66\ncell-669,south_cluster,E2_KPM,76.0,640.7,45.6,22.80\ncell-686,north_cluster,O1_PM,76.6,129.5,51.5,7.69\ncell-686,north_cluster,E2_KPM,35.4,639.6,26.1,29.42\ncell-695,stadium,E2_KPM,91.7,553.3,56.7,11.46\ncell-695,stadium,O1_PM,31.3,341.5,25.0,17.38\ncell-717,north_cluster,E2_KPM,34.5,350.2,26.7,9.84\ncell-717,north_cluster,O1_PM,93.8,594.2,37.5,31.47\ncell-741,north_cluster,E2_KPM,25.2,614.6,19.8,21.44\ncell-741,north_cluster,O1_PM,41.9,469.8,28.5,14.28\ncell-763,hospital_zone,O1_PM,20.1,624.1,27.5,21.84\ncell-763,hospital_zone,E2_KPM,57.9,492.3,46.3,22.56\ncell-788,hospital_zone,E2_KPM,29.3,594.5,25.9,20.81\ncell-788,hospital_zone,O1_PM,23.9,450.1,22.0,7.41\ncell-853,south_cluster,O1_PM,49.0,487.8,36.6,25.26\ncell-853,south_cluster,E2_KPM,32.1,163.8,25.9,11.50\ncell-881,north_cluster,O1_PM,28.4,362.7,27.9,31.51\ncell-881,north_cluster,E2_KPM,78.0,144.1,47.2,7.39\ncell-911,south_cluster,O1_PM,56.3,523.2,38.3,21.73\ncell-911,south_cluster,E2_KPM,38.3,608.9,33.4,1.82\ncell-983,north_cluster,E2_KPM,36.4,82.3,32.1,22.82\ncell-983,north_cluster,O1_PM,38.9,365.9,35.5,17.37\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "195fbef65298c866f8ae635d52cf4be5b62420c52466e3952726a77dfdbe1859", "telemetry_sha256": "e4bab3e6b7f6852408de23db5bcf82bf82dd4a1e34d0990086988fbea3e0e3cb", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-695", "edge_ue_thr_mbps": "cell-911"}, "decoy_cell": "cell-717"}}
+{"case_id": "ranintent_v1_test_0172", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hey assistant, set Lumen Media interactive XR and cloud gaming streams to low priority in the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-09T07:54:37Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-144,north_cluster,E2_KPM,52.0,484.0,32.5,11.82\ncell-144,north_cluster,O1_PM,91.4,359.9,22.5,31.84\ncell-210,north_cluster,E2_KPM,77.9,311.5,45.2,22.59\ncell-210,north_cluster,O1_PM,80.2,506.6,57.6,32.29\ncell-243,stadium,O1_PM,41.1,83.8,31.0,25.39\ncell-243,stadium,E2_KPM,62.4,349.7,43.3,25.01\ncell-263,stadium,O1_PM,32.4,232.8,31.9,7.79\ncell-263,stadium,E2_KPM,63.1,613.4,39.7,29.77\ncell-301,hospital_zone,O1_PM,38.7,523.5,28.3,28.16\ncell-301,hospital_zone,E2_KPM,49.7,230.3,37.1,12.43\ncell-302,south_cluster,E2_KPM,42.3,163.1,37.5,17.50\ncell-302,south_cluster,O1_PM,26.0,490.7,30.5,9.74\ncell-326,hospital_zone,O1_PM,68.6,630.4,48.4,23.20\ncell-326,hospital_zone,E2_KPM,69.0,529.6,47.1,7.76\ncell-392,north_cluster,E2_KPM,23.3,105.1,28.3,30.08\ncell-392,north_cluster,O1_PM,17.2,168.5,20.3,29.52\ncell-420,south_cluster,E2_KPM,80.3,619.6,48.4,10.11\ncell-420,south_cluster,O1_PM,42.0,357.4,32.5,20.49\ncell-444,north_cluster,E2_KPM,51.8,170.7,35.0,8.41\ncell-444,north_cluster,O1_PM,52.2,578.1,43.9,19.48\ncell-464,hospital_zone,E2_KPM,76.9,361.5,56.4,16.38\ncell-464,hospital_zone,O1_PM,49.5,154.3,40.4,15.70\ncell-549,stadium,E2_KPM,72.5,137.9,46.1,17.07\ncell-549,stadium,O1_PM,47.7,93.0,33.9,29.96\ncell-565,hospital_zone,O1_PM,74.6,351.5,55.2,16.09\ncell-565,hospital_zone,E2_KPM,15.2,156.9,13.9,5.65\ncell-580,stadium,E2_KPM,88.6,216.4,56.2,7.81\ncell-580,stadium,O1_PM,50.6,301.0,40.4,32.80\ncell-609,stadium,E2_KPM,23.6,532.7,27.8,21.98\ncell-609,stadium,O1_PM,78.1,513.5,45.4,30.96\ncell-625,north_cluster,E2_KPM,51.9,315.3,38.8,34.30\ncell-625,north_cluster,O1_PM,36.0,237.7,35.6,7.38\ncell-629,hospital_zone,O1_PM,70.0,232.7,49.9,20.29\ncell-629,hospital_zone,E2_KPM,23.8,156.9,29.6,15.25\ncell-665,south_cluster,O1_PM,77.0,188.7,45.3,13.45\ncell-665,south_cluster,E2_KPM,43.2,353.7,29.7,1.12\ncell-817,hospital_zone,O1_PM,57.0,529.9,40.2,8.98\ncell-817,hospital_zone,E2_KPM,60.0,619.2,43.8,33.15\ncell-835,south_cluster,E2_KPM,32.8,414.2,27.4,27.18\ncell-835,south_cluster,O1_PM,49.4,444.2,41.7,24.38\ncell-967,south_cluster,O1_PM,50.6,546.9,31.7,25.28\ncell-967,south_cluster,E2_KPM,37.5,450.7,36.3,4.74\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "stadium", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3514a31435b408d9d77b54d91281e8fef0e0b3c1aeac88d6ff318d8b34a0de06", "telemetry_sha256": "0b9d43b74a9f4d95e551cfa16982530ad5c17fd8a879e55c06d1bf6470db1413", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-580", "edge_ue_thr_mbps": "cell-665"}, "decoy_cell": "cell-144"}}
+{"case_id": "ranintent_v1_test_0173", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello Operations, please restrict compute processing for general best-effort internet traffic so it goes no farther than the metro edge facility on cells where edge subscribers endure worst throughput. Keep this rule in place until cancelled.", "telemetry": "KPM telemetry snapshot at 2026-10-03T07:27:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,O1_PM,53.3,431.7,34.8,24.24\ncell-121,south_cluster,E2_KPM,31.1,256.2,27.2,13.07\ncell-157,south_cluster,E2_KPM,23.5,528.2,29.5,31.06\ncell-157,south_cluster,O1_PM,50.7,348.1,37.1,25.83\ncell-324,hospital_zone,E2_KPM,91.1,49.2,61.3,6.40\ncell-324,hospital_zone,O1_PM,47.1,610.3,31.3,7.62\ncell-385,north_cluster,O1_PM,52.5,41.0,38.3,9.76\ncell-385,north_cluster,E2_KPM,67.3,347.3,50.3,18.41\ncell-420,south_cluster,O1_PM,34.8,633.1,31.6,7.70\ncell-420,south_cluster,E2_KPM,69.3,393.6,48.6,9.68\ncell-431,hospital_zone,E2_KPM,75.0,501.2,52.6,31.68\ncell-431,hospital_zone,O1_PM,19.1,521.4,25.2,24.84\ncell-444,stadium,O1_PM,62.1,170.3,46.7,10.26\ncell-444,stadium,E2_KPM,55.6,202.1,45.3,10.08\ncell-478,stadium,E2_KPM,63.1,201.2,46.8,4.31\ncell-478,stadium,O1_PM,60.2,473.7,43.6,27.03\ncell-480,stadium,O1_PM,55.3,609.4,40.9,15.63\ncell-480,stadium,E2_KPM,21.6,571.2,25.1,26.00\ncell-537,hospital_zone,O1_PM,32.0,358.4,30.3,22.63\ncell-537,hospital_zone,E2_KPM,65.5,445.1,47.7,25.55\ncell-672,north_cluster,O1_PM,68.9,131.5,48.1,8.14\ncell-672,north_cluster,E2_KPM,74.1,613.7,47.3,0.67\ncell-695,north_cluster,E2_KPM,46.5,225.3,29.8,27.58\ncell-695,north_cluster,O1_PM,82.4,578.8,49.8,21.82\ncell-701,north_cluster,O1_PM,18.3,215.3,21.7,19.00\ncell-701,north_cluster,E2_KPM,69.2,575.6,42.3,28.11\ncell-747,north_cluster,O1_PM,66.2,286.7,42.2,15.69\ncell-747,north_cluster,E2_KPM,21.5,286.2,20.5,27.84\ncell-800,stadium,E2_KPM,45.8,222.5,39.6,25.75\ncell-800,stadium,O1_PM,55.8,522.4,36.5,8.71\ncell-834,south_cluster,E2_KPM,20.7,287.0,20.6,8.24\ncell-834,south_cluster,O1_PM,67.3,373.0,44.5,25.88\ncell-842,hospital_zone,E2_KPM,58.3,472.9,36.9,16.51\ncell-842,hospital_zone,O1_PM,32.4,73.9,27.5,22.91\ncell-885,hospital_zone,E2_KPM,40.1,392.4,36.8,18.99\ncell-885,hospital_zone,O1_PM,42.2,416.2,31.5,25.54\ncell-934,stadium,O1_PM,46.4,145.3,36.2,34.67\ncell-934,stadium,E2_KPM,17.0,229.8,24.1,3.93\ncell-984,south_cluster,O1_PM,33.3,278.8,31.2,12.93\ncell-984,south_cluster,E2_KPM,51.4,425.0,39.7,32.71\ncell-988,south_cluster,O1_PM,35.5,264.7,29.7,0.45\ncell-988,south_cluster,E2_KPM,32.9,554.7,28.0,22.62\n", "truth": {"action": "restrict_edge", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3fd99d313cf619a597201050cb41de58ea0d527cecf7ad306bf50df060dc5f03", "telemetry_sha256": "470103e06b4fc768a03ea8fdcfb760c412383035095e99716d5191d85cdea5a9", "tokens_cl100k": {"telemetry": 1154, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-324", "edge_ue_thr_mbps": "cell-672"}, "decoy_cell": "cell-988", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0174", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket: Revert bulk analytics data ingestion back to nominal default configuration in the stadium cluster, dropping past overrides.", "telemetry": "KPM telemetry snapshot at 2026-10-27T06:46:19Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-138,stadium,E2_KPM,50.1,236.8,35.8,23.56\ncell-138,stadium,O1_PM,58.4,430.7,41.9,32.27\ncell-147,stadium,E2_KPM,30.4,564.3,32.3,23.59\ncell-147,stadium,O1_PM,66.7,236.5,44.0,13.95\ncell-194,south_cluster,E2_KPM,62.1,323.5,46.0,31.57\ncell-194,south_cluster,O1_PM,55.3,276.4,37.6,14.22\ncell-227,hospital_zone,O1_PM,47.7,175.0,36.9,19.92\ncell-227,hospital_zone,E2_KPM,56.1,381.8,37.1,9.04\ncell-254,north_cluster,O1_PM,38.5,329.6,26.9,26.91\ncell-254,north_cluster,E2_KPM,67.1,263.1,50.4,7.57\ncell-274,hospital_zone,E2_KPM,38.8,221.7,29.2,34.70\ncell-274,hospital_zone,O1_PM,66.8,555.0,47.4,12.03\ncell-298,stadium,O1_PM,83.8,330.5,48.1,23.78\ncell-298,stadium,E2_KPM,82.7,204.6,58.2,9.68\ncell-337,north_cluster,E2_KPM,51.6,147.2,37.8,26.43\ncell-337,north_cluster,O1_PM,84.6,521.0,55.7,5.92\ncell-373,north_cluster,E2_KPM,84.0,322.4,50.6,10.79\ncell-373,north_cluster,O1_PM,25.0,547.1,26.8,16.59\ncell-386,south_cluster,O1_PM,70.4,141.6,52.3,33.66\ncell-386,south_cluster,E2_KPM,45.3,181.8,30.1,14.04\ncell-480,north_cluster,E2_KPM,72.0,222.6,50.9,31.39\ncell-480,north_cluster,O1_PM,71.6,501.9,49.2,11.53\ncell-527,stadium,E2_KPM,94.2,396.8,56.7,9.68\ncell-527,stadium,O1_PM,43.1,85.7,29.0,32.80\ncell-579,hospital_zone,O1_PM,18.8,209.8,17.1,21.25\ncell-579,hospital_zone,E2_KPM,59.3,619.8,40.5,12.26\ncell-619,hospital_zone,E2_KPM,52.4,293.3,32.3,16.93\ncell-619,hospital_zone,O1_PM,33.6,503.5,30.2,25.89\ncell-626,south_cluster,E2_KPM,46.7,550.7,35.6,16.19\ncell-626,south_cluster,O1_PM,18.5,233.1,21.7,31.15\ncell-712,north_cluster,E2_KPM,24.6,77.1,18.3,32.29\ncell-712,north_cluster,O1_PM,48.6,185.8,41.4,33.01\ncell-772,north_cluster,O1_PM,84.3,179.9,51.9,27.35\ncell-772,north_cluster,E2_KPM,40.2,95.4,34.4,18.42\ncell-851,south_cluster,O1_PM,15.9,221.3,15.3,31.57\ncell-851,south_cluster,E2_KPM,78.6,641.4,45.8,10.26\ncell-919,stadium,O1_PM,35.0,172.7,25.7,22.92\ncell-919,stadium,E2_KPM,23.4,480.2,25.3,19.72\ncell-958,hospital_zone,E2_KPM,75.2,440.8,44.3,1.18\ncell-958,hospital_zone,O1_PM,72.0,130.0,53.6,5.15\ncell-965,south_cluster,E2_KPM,36.8,357.8,31.2,27.72\ncell-965,south_cluster,O1_PM,66.0,555.2,50.7,26.45\n", "truth": {"action": "revert_default", "class": "analytics_offload", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "13907eb708fff1ea1eb7d7619a44a0c69f4d5eed333e94f45b85bf22c01f2a8c", "telemetry_sha256": "33d4cf7c610ee687ae128086c5f06693995489afff2f97fada7d1688031b3d4b", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-527", "edge_ue_thr_mbps": "cell-958"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0175", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: please revert edge analytics bulk uploads to default configuration in the southern cluster and clear existing rules.", "telemetry": "KPM telemetry snapshot at 2026-10-09T12:00:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-146,hospital_zone,O1_PM,62.1,567.2,42.6,33.46\ncell-146,hospital_zone,E2_KPM,38.0,78.0,25.8,19.87\ncell-199,north_cluster,O1_PM,56.7,253.3,42.6,31.39\ncell-199,north_cluster,E2_KPM,67.8,300.1,40.1,12.91\ncell-225,hospital_zone,O1_PM,16.5,335.3,26.2,24.86\ncell-225,hospital_zone,E2_KPM,58.8,428.9,36.8,25.54\ncell-252,south_cluster,O1_PM,22.8,99.3,28.4,4.41\ncell-252,south_cluster,E2_KPM,20.9,337.1,25.7,20.71\ncell-255,south_cluster,O1_PM,61.6,95.7,43.5,12.58\ncell-255,south_cluster,E2_KPM,36.4,83.5,26.6,5.96\ncell-357,north_cluster,E2_KPM,35.7,293.0,34.2,8.30\ncell-357,north_cluster,O1_PM,32.0,476.9,23.1,15.37\ncell-381,hospital_zone,O1_PM,50.4,370.4,37.3,7.47\ncell-381,hospital_zone,E2_KPM,88.9,522.3,58.1,34.32\ncell-434,stadium,E2_KPM,74.8,76.0,49.3,18.88\ncell-434,stadium,O1_PM,60.8,190.0,45.1,30.96\ncell-464,south_cluster,O1_PM,51.5,508.5,39.0,4.99\ncell-464,south_cluster,E2_KPM,31.9,574.3,22.6,26.61\ncell-488,stadium,E2_KPM,40.5,539.3,31.0,27.61\ncell-488,stadium,O1_PM,69.4,582.8,44.0,9.93\ncell-503,hospital_zone,E2_KPM,64.2,308.1,40.9,16.71\ncell-503,hospital_zone,O1_PM,38.8,99.2,34.8,11.34\ncell-554,north_cluster,E2_KPM,61.4,489.0,46.3,10.15\ncell-554,north_cluster,O1_PM,33.7,556.4,27.8,11.72\ncell-604,hospital_zone,O1_PM,62.9,52.2,46.8,33.09\ncell-604,hospital_zone,E2_KPM,26.8,129.0,20.3,27.38\ncell-631,stadium,O1_PM,74.7,128.8,50.8,18.28\ncell-631,stadium,E2_KPM,18.5,579.2,17.8,14.74\ncell-637,north_cluster,O1_PM,38.2,179.3,28.3,11.74\ncell-637,north_cluster,E2_KPM,18.9,92.7,22.1,32.91\ncell-738,south_cluster,O1_PM,68.4,562.5,40.4,17.72\ncell-738,south_cluster,E2_KPM,74.1,283.0,46.8,0.51\ncell-802,stadium,E2_KPM,78.4,180.0,50.8,6.78\ncell-802,stadium,O1_PM,91.0,219.4,38.2,15.35\ncell-809,north_cluster,O1_PM,41.5,591.7,33.0,9.49\ncell-809,north_cluster,E2_KPM,38.8,356.2,33.4,14.87\ncell-899,stadium,E2_KPM,48.0,588.1,32.3,7.67\ncell-899,stadium,O1_PM,51.6,473.5,39.2,11.05\ncell-968,hospital_zone,O1_PM,34.0,365.9,33.0,12.57\ncell-968,hospital_zone,E2_KPM,54.1,420.2,35.3,24.16\ncell-997,south_cluster,E2_KPM,25.3,446.0,25.0,29.21\ncell-997,south_cluster,O1_PM,22.9,146.6,22.8,16.58\n", "truth": {"action": "revert_default", "class": "analytics_offload", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "aaa68839a9900154fabb1678addb15b6c3bfc5a4d5c136796493074f15ec925f", "telemetry_sha256": "b171330b5a80353cbd2a8f8116af94dac1291fae38238ce0ae535c38d482d887", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-381", "edge_ue_thr_mbps": "cell-738"}, "decoy_cell": "cell-802"}}
+{"case_id": "ranintent_v1_test_0176", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network operator shall annul all temporary QoS modifications and reinstate standard default service configuration for heavy analytics upload streams on access points where edge subscribers observe minimum throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-05T17:48:00Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-168,north_cluster,O1_PM,52.4,107.3,32.6,27.99\ncell-168,north_cluster,E2_KPM,87.6,393.3,52.3,11.22\ncell-198,stadium,O1_PM,61.2,599.2,41.2,30.50\ncell-198,stadium,E2_KPM,49.5,148.4,35.5,25.77\ncell-243,stadium,O1_PM,40.4,495.8,36.6,18.86\ncell-243,stadium,E2_KPM,19.5,263.0,17.3,20.53\ncell-304,hospital_zone,O1_PM,58.7,445.4,36.7,5.12\ncell-304,hospital_zone,E2_KPM,22.4,388.4,26.1,18.40\ncell-352,hospital_zone,E2_KPM,49.2,402.0,38.9,8.59\ncell-352,hospital_zone,O1_PM,44.3,406.1,31.1,5.13\ncell-418,south_cluster,O1_PM,62.8,423.0,39.2,14.13\ncell-418,south_cluster,E2_KPM,34.0,311.9,24.7,4.65\ncell-423,stadium,O1_PM,56.5,480.7,37.0,5.04\ncell-423,stadium,E2_KPM,22.0,576.3,17.4,8.16\ncell-429,north_cluster,E2_KPM,17.8,105.9,23.2,30.18\ncell-429,north_cluster,O1_PM,48.9,327.8,41.3,9.63\ncell-644,north_cluster,E2_KPM,41.8,225.5,32.1,8.38\ncell-644,north_cluster,O1_PM,22.7,299.7,19.4,31.71\ncell-647,south_cluster,E2_KPM,76.7,624.6,55.7,4.90\ncell-647,south_cluster,O1_PM,24.4,63.2,23.7,17.57\ncell-657,stadium,O1_PM,44.2,242.0,29.3,12.43\ncell-657,stadium,E2_KPM,42.1,344.8,38.1,11.39\ncell-659,hospital_zone,E2_KPM,25.7,49.2,21.7,27.12\ncell-659,hospital_zone,O1_PM,60.4,420.1,44.2,27.95\ncell-661,stadium,O1_PM,38.3,621.4,27.4,34.26\ncell-661,stadium,E2_KPM,15.6,639.0,25.0,1.33\ncell-716,north_cluster,E2_KPM,52.4,376.9,35.7,22.06\ncell-716,north_cluster,O1_PM,41.0,363.0,28.7,5.48\ncell-737,hospital_zone,E2_KPM,47.5,98.6,36.5,16.74\ncell-737,hospital_zone,O1_PM,21.5,187.5,28.0,9.14\ncell-751,hospital_zone,E2_KPM,53.9,554.9,40.1,29.92\ncell-751,hospital_zone,O1_PM,15.9,230.2,18.5,32.44\ncell-903,stadium,E2_KPM,34.2,358.5,30.8,30.18\ncell-903,stadium,O1_PM,64.9,368.4,46.5,26.22\ncell-936,south_cluster,O1_PM,47.8,295.3,31.3,7.63\ncell-936,south_cluster,E2_KPM,22.8,338.0,18.4,30.01\ncell-954,south_cluster,E2_KPM,38.9,435.0,30.7,25.41\ncell-954,south_cluster,O1_PM,27.5,394.9,27.1,10.01\ncell-982,north_cluster,E2_KPM,53.0,217.3,42.9,16.76\ncell-982,north_cluster,O1_PM,62.3,383.7,45.2,10.26\ncell-990,south_cluster,E2_KPM,41.2,146.4,31.3,22.25\ncell-990,south_cluster,O1_PM,32.6,578.3,30.9,11.06\n", "truth": {"action": "revert_default", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "eaa2a24aac4957df94c0e557ebabc5298c010fec7d69a498bbeabdc1f2eaee58", "telemetry_sha256": "1b8371088aa2ab871a645e23f98b39cd9e56e48f41b0fdca7e61d583c7bcf0a2", "tokens_cl100k": {"telemetry": 1152, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-168", "edge_ue_thr_mbps": "cell-661"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0177", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API request: Establish a 100 ms maximum latency objective for sensor and meter telemetry packets on cells where edge clients experience lowest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-03T15:18:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-154,north_cluster,E2_KPM,26.3,138.1,31.1,31.12\ncell-154,north_cluster,O1_PM,47.3,623.5,36.0,30.30\ncell-234,north_cluster,O1_PM,38.3,522.9,34.1,26.09\ncell-234,north_cluster,E2_KPM,36.5,215.0,30.2,17.62\ncell-239,stadium,E2_KPM,36.5,562.6,25.4,11.44\ncell-239,stadium,O1_PM,62.9,63.3,42.8,10.40\ncell-242,hospital_zone,E2_KPM,41.5,216.6,31.6,20.49\ncell-242,hospital_zone,O1_PM,48.4,204.1,39.9,34.67\ncell-269,south_cluster,O1_PM,35.6,290.2,34.2,16.35\ncell-269,south_cluster,E2_KPM,48.0,334.7,40.1,27.05\ncell-404,north_cluster,O1_PM,26.1,226.9,24.1,30.27\ncell-404,north_cluster,E2_KPM,58.8,582.4,44.3,5.66\ncell-420,stadium,O1_PM,62.3,572.2,45.6,34.77\ncell-420,stadium,E2_KPM,58.8,563.1,35.4,23.82\ncell-467,stadium,O1_PM,45.8,458.6,40.6,19.15\ncell-467,stadium,E2_KPM,62.6,109.7,43.4,8.64\ncell-516,south_cluster,E2_KPM,21.7,483.6,17.0,7.41\ncell-516,south_cluster,O1_PM,22.9,447.9,17.9,13.25\ncell-564,north_cluster,O1_PM,37.6,180.8,27.7,12.67\ncell-564,north_cluster,E2_KPM,88.9,644.4,54.0,23.99\ncell-570,hospital_zone,E2_KPM,25.5,232.4,20.2,21.67\ncell-570,hospital_zone,O1_PM,17.7,518.2,20.0,27.44\ncell-607,south_cluster,E2_KPM,46.4,536.7,40.9,21.22\ncell-607,south_cluster,O1_PM,22.6,260.4,26.2,12.85\ncell-628,hospital_zone,E2_KPM,33.6,419.0,32.2,19.08\ncell-628,hospital_zone,O1_PM,38.7,221.4,31.0,18.49\ncell-717,stadium,O1_PM,28.4,313.6,28.7,4.40\ncell-717,stadium,E2_KPM,23.1,580.2,23.0,13.66\ncell-735,north_cluster,O1_PM,75.0,296.8,53.9,19.35\ncell-735,north_cluster,E2_KPM,65.2,635.8,44.8,26.92\ncell-745,hospital_zone,E2_KPM,41.4,218.7,35.1,16.62\ncell-745,hospital_zone,O1_PM,15.0,593.9,19.4,28.59\ncell-767,south_cluster,E2_KPM,51.8,489.3,35.2,0.78\ncell-767,south_cluster,O1_PM,20.6,605.5,19.0,19.62\ncell-769,south_cluster,O1_PM,54.0,518.4,35.0,18.92\ncell-769,south_cluster,E2_KPM,54.7,435.2,40.6,13.66\ncell-791,stadium,O1_PM,67.5,549.8,40.8,8.21\ncell-791,stadium,E2_KPM,21.1,518.7,26.0,10.37\ncell-859,stadium,O1_PM,37.9,186.5,25.0,0.25\ncell-859,stadium,E2_KPM,65.8,602.1,46.1,19.13\ncell-971,hospital_zone,O1_PM,48.4,600.3,38.6,4.30\ncell-971,hospital_zone,E2_KPM,77.6,564.8,46.9,11.33\n", "truth": {"action": "set_latency_target", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "100", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ab9f7a90086cfa7fdde983aebae5f9c448778b83d5a9f26e85c07f93ec71ea09", "telemetry_sha256": "f40013375602552383b96f8cd7fb554fe6b3deb39f05de5e92763b51153d03c4", "tokens_cl100k": {"telemetry": 1152, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-564", "edge_ue_thr_mbps": "cell-767"}, "decoy_cell": "cell-859", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0178", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, guarantee at least fifty percent of radio transmission blocks for sensor and meter telemetry on cells where perimeter users have worst throughput until the event ends.", "telemetry": "KPM telemetry snapshot at 2026-10-03T11:56:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,south_cluster,E2_KPM,81.5,278.5,56.3,25.93\ncell-124,south_cluster,O1_PM,40.8,42.0,27.6,22.26\ncell-224,south_cluster,E2_KPM,76.9,316.0,48.3,14.45\ncell-224,south_cluster,O1_PM,18.3,494.5,16.5,24.59\ncell-362,north_cluster,E2_KPM,45.7,500.9,32.3,1.95\ncell-362,north_cluster,O1_PM,69.8,397.6,43.6,10.58\ncell-400,north_cluster,E2_KPM,55.7,372.8,39.2,19.17\ncell-400,north_cluster,O1_PM,33.5,514.0,24.0,11.22\ncell-461,hospital_zone,O1_PM,57.8,521.7,42.4,31.33\ncell-461,hospital_zone,E2_KPM,38.6,355.9,28.8,31.27\ncell-499,stadium,E2_KPM,31.9,550.6,33.6,32.21\ncell-499,stadium,O1_PM,39.7,84.4,28.4,31.14\ncell-502,hospital_zone,O1_PM,15.2,256.3,22.8,12.88\ncell-502,hospital_zone,E2_KPM,67.7,574.4,41.3,11.58\ncell-541,south_cluster,O1_PM,73.7,619.6,48.1,22.93\ncell-541,south_cluster,E2_KPM,69.8,424.8,45.8,33.48\ncell-545,south_cluster,O1_PM,69.8,417.7,45.0,31.39\ncell-545,south_cluster,E2_KPM,62.8,539.0,48.4,18.79\ncell-561,hospital_zone,O1_PM,59.5,71.4,37.2,6.36\ncell-561,hospital_zone,E2_KPM,73.5,92.5,48.1,26.22\ncell-610,hospital_zone,O1_PM,34.4,208.3,29.0,16.01\ncell-610,hospital_zone,E2_KPM,66.0,261.2,50.5,26.80\ncell-623,stadium,E2_KPM,55.2,260.1,35.9,28.06\ncell-623,stadium,O1_PM,81.2,188.2,51.9,26.32\ncell-688,stadium,O1_PM,25.9,149.7,20.5,34.98\ncell-688,stadium,E2_KPM,40.8,473.6,33.3,17.87\ncell-718,hospital_zone,O1_PM,31.2,157.5,28.4,29.03\ncell-718,hospital_zone,E2_KPM,21.6,586.1,19.1,27.29\ncell-747,north_cluster,E2_KPM,80.5,589.7,47.9,26.89\ncell-747,north_cluster,O1_PM,50.6,248.6,38.1,10.12\ncell-764,hospital_zone,O1_PM,24.1,572.8,25.3,6.20\ncell-764,hospital_zone,E2_KPM,65.2,310.5,44.1,15.95\ncell-810,stadium,O1_PM,30.8,174.4,26.9,18.05\ncell-810,stadium,E2_KPM,51.7,420.9,42.3,23.04\ncell-883,north_cluster,O1_PM,74.6,256.2,47.9,24.12\ncell-883,north_cluster,E2_KPM,82.8,99.7,59.3,15.29\ncell-945,south_cluster,O1_PM,45.4,119.0,29.6,5.57\ncell-945,south_cluster,E2_KPM,91.0,217.8,57.0,15.04\ncell-986,stadium,O1_PM,21.7,564.8,17.4,24.04\ncell-986,stadium,E2_KPM,22.1,564.3,19.7,16.72\ncell-990,north_cluster,O1_PM,67.5,500.4,50.4,12.98\ncell-990,north_cluster,E2_KPM,37.4,640.9,36.3,6.16\n", "truth": {"action": "guarantee_share", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "50", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "cf0a1aa06581ef4a73987d0c8215b5ec9693ec762f46de9f401032df289ce9ac", "telemetry_sha256": "91015da8e3d178a27ce19f2c2711d89c9205fc53b6adaf34d175910d92c128da", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-945", "edge_ue_thr_mbps": "cell-362"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0179", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi operations, please clear all active traffic prioritization rules and restore general best-effort internet traffic to standard default configuration within the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-12T10:23:57Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,stadium,E2_KPM,73.1,645.0,54.0,4.50\ncell-107,stadium,O1_PM,63.5,140.7,39.2,22.98\ncell-172,north_cluster,E2_KPM,42.7,149.4,36.5,0.85\ncell-172,north_cluster,O1_PM,35.3,502.1,30.7,9.61\ncell-296,hospital_zone,O1_PM,89.5,574.3,36.5,27.89\ncell-296,hospital_zone,E2_KPM,18.1,354.5,22.1,12.81\ncell-349,north_cluster,E2_KPM,34.8,507.2,32.6,8.05\ncell-349,north_cluster,O1_PM,28.8,243.7,23.1,17.19\ncell-423,stadium,E2_KPM,36.6,302.8,29.2,12.66\ncell-423,stadium,O1_PM,57.5,63.6,40.7,28.83\ncell-442,stadium,E2_KPM,68.7,604.0,41.0,13.38\ncell-442,stadium,O1_PM,20.4,644.0,21.7,6.52\ncell-491,south_cluster,E2_KPM,69.2,211.2,40.9,25.50\ncell-491,south_cluster,O1_PM,31.5,514.6,28.6,28.82\ncell-538,stadium,E2_KPM,44.3,647.6,34.6,17.64\ncell-538,stadium,O1_PM,66.3,649.0,43.4,33.71\ncell-548,hospital_zone,E2_KPM,35.4,190.6,28.3,28.97\ncell-548,hospital_zone,O1_PM,28.3,572.8,26.7,5.57\ncell-558,hospital_zone,O1_PM,47.8,260.7,30.3,27.30\ncell-558,hospital_zone,E2_KPM,67.5,65.4,40.3,28.21\ncell-571,south_cluster,O1_PM,38.9,394.4,27.4,13.66\ncell-571,south_cluster,E2_KPM,40.9,433.2,36.2,22.70\ncell-603,hospital_zone,E2_KPM,49.5,286.8,37.1,16.79\ncell-603,hospital_zone,O1_PM,62.1,378.4,45.9,21.94\ncell-617,north_cluster,E2_KPM,42.0,631.8,29.3,14.06\ncell-617,north_cluster,O1_PM,74.9,186.2,50.1,34.93\ncell-769,south_cluster,O1_PM,75.2,255.8,50.0,23.01\ncell-769,south_cluster,E2_KPM,37.2,378.3,34.8,22.68\ncell-774,south_cluster,E2_KPM,87.8,563.1,54.0,18.34\ncell-774,south_cluster,O1_PM,74.7,382.2,49.7,10.72\ncell-859,stadium,O1_PM,55.5,318.9,42.2,33.70\ncell-859,stadium,E2_KPM,43.6,210.0,31.2,22.86\ncell-904,south_cluster,E2_KPM,43.5,108.2,35.6,5.29\ncell-904,south_cluster,O1_PM,38.3,286.6,35.8,28.70\ncell-933,stadium,E2_KPM,20.9,235.8,17.4,31.02\ncell-933,stadium,O1_PM,58.9,399.6,41.1,20.34\ncell-964,hospital_zone,O1_PM,40.8,405.3,30.8,30.01\ncell-964,hospital_zone,E2_KPM,49.3,56.1,35.2,21.81\ncell-977,north_cluster,O1_PM,20.3,569.7,20.9,9.04\ncell-977,north_cluster,E2_KPM,28.1,440.6,25.7,34.53\ncell-982,north_cluster,O1_PM,57.9,44.4,41.1,14.25\ncell-982,north_cluster,E2_KPM,71.2,380.7,42.7,24.81\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "419bc4e93a28a4d74dc9cd4464f6186ac1c2956d23a8b44a47349cb38fb57318", "telemetry_sha256": "a0f1780ed18d39753bfa48899aeefd4a5c600b5dc06174d497ae4e0eca5595cd", "tokens_cl100k": {"telemetry": 1152, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-774", "edge_ue_thr_mbps": "cell-172"}, "decoy_cell": "cell-296"}}
+{"case_id": "ranintent_v1_test_0180", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Incident ticket: Reset tactical first responder voice communications back to default standard profile in the north cluster, clearing all existing overrides.", "telemetry": "KPM telemetry snapshot at 2026-10-21T12:36:04Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-142,stadium,O1_PM,74.2,281.0,50.5,29.91\ncell-142,stadium,E2_KPM,29.9,491.3,27.6,23.66\ncell-174,north_cluster,E2_KPM,30.0,378.0,30.8,31.88\ncell-174,north_cluster,O1_PM,72.4,605.4,51.0,20.96\ncell-183,stadium,E2_KPM,86.3,261.7,56.7,33.24\ncell-183,stadium,O1_PM,27.9,329.4,29.2,19.59\ncell-208,north_cluster,E2_KPM,33.5,271.1,29.6,14.84\ncell-208,north_cluster,O1_PM,30.1,584.7,23.4,26.66\ncell-272,south_cluster,E2_KPM,74.2,636.8,44.9,19.35\ncell-272,south_cluster,O1_PM,54.0,384.7,39.7,27.18\ncell-302,hospital_zone,E2_KPM,38.0,217.4,33.8,26.63\ncell-302,hospital_zone,O1_PM,32.8,481.9,23.5,30.62\ncell-389,south_cluster,E2_KPM,58.1,157.1,42.6,25.41\ncell-389,south_cluster,O1_PM,36.8,623.4,26.5,6.12\ncell-415,north_cluster,E2_KPM,45.8,210.0,30.3,18.80\ncell-415,north_cluster,O1_PM,56.1,600.7,35.5,27.20\ncell-443,hospital_zone,O1_PM,87.9,228.9,20.8,16.64\ncell-443,hospital_zone,E2_KPM,51.9,184.1,43.7,21.28\ncell-456,stadium,O1_PM,55.8,454.8,37.7,22.97\ncell-456,stadium,E2_KPM,46.6,68.1,32.5,10.92\ncell-522,south_cluster,E2_KPM,72.4,119.6,49.5,23.44\ncell-522,south_cluster,O1_PM,34.5,390.5,25.3,8.01\ncell-533,south_cluster,O1_PM,35.5,508.3,31.5,25.16\ncell-533,south_cluster,E2_KPM,25.2,389.3,26.1,0.56\ncell-647,stadium,E2_KPM,28.0,615.0,22.1,33.57\ncell-647,stadium,O1_PM,62.1,405.6,45.3,30.62\ncell-751,hospital_zone,O1_PM,77.7,515.0,48.6,23.63\ncell-751,hospital_zone,E2_KPM,68.4,115.6,45.5,25.55\ncell-807,stadium,O1_PM,53.6,605.5,42.0,30.01\ncell-807,stadium,E2_KPM,67.9,588.1,44.6,17.05\ncell-844,hospital_zone,O1_PM,33.5,109.5,33.0,10.96\ncell-844,hospital_zone,E2_KPM,27.2,113.7,24.7,9.02\ncell-870,stadium,O1_PM,71.7,149.2,42.9,33.39\ncell-870,stadium,E2_KPM,46.5,570.5,33.4,10.80\ncell-877,north_cluster,O1_PM,28.6,433.1,21.3,8.52\ncell-877,north_cluster,E2_KPM,67.2,606.3,41.4,26.80\ncell-914,north_cluster,E2_KPM,15.9,306.5,17.9,18.93\ncell-914,north_cluster,O1_PM,65.6,447.4,40.4,19.41\ncell-951,hospital_zone,O1_PM,34.2,425.9,28.1,16.62\ncell-951,hospital_zone,E2_KPM,39.0,436.1,34.5,19.55\ncell-977,south_cluster,E2_KPM,22.7,173.7,21.6,18.99\ncell-977,south_cluster,O1_PM,57.2,424.9,43.9,19.16\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "35ee35588588821f26e7ea961742ad0d6c408ffaf6348d9811ce6a9860c68bb3", "telemetry_sha256": "ecbb737580bce83a56ac1ca747dd39ad12828e64bb5d19dfa50ffd83bf33e032", "tokens_cl100k": {"telemetry": 1152, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-183", "edge_ue_thr_mbps": "cell-533"}, "decoy_cell": "cell-443"}}
+{"case_id": "ranintent_v1_test_0181", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: please clear past configuration overrides and reinstate default baseline handling for automated machine closed-loop control on the most heavily congested cells.", "telemetry": "KPM telemetry snapshot at 2026-10-11T16:09:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,stadium,E2_KPM,29.4,320.1,28.6,13.63\ncell-112,stadium,O1_PM,72.1,510.5,53.0,5.67\ncell-114,hospital_zone,O1_PM,65.6,130.0,46.7,22.84\ncell-114,hospital_zone,E2_KPM,48.3,296.5,40.4,10.61\ncell-211,hospital_zone,O1_PM,71.4,613.5,47.9,17.49\ncell-211,hospital_zone,E2_KPM,40.2,367.2,36.2,20.60\ncell-254,stadium,O1_PM,77.7,504.1,51.8,27.58\ncell-254,stadium,E2_KPM,40.2,639.9,35.0,12.29\ncell-302,north_cluster,E2_KPM,26.8,473.7,21.2,29.48\ncell-302,north_cluster,O1_PM,25.2,301.2,30.0,26.68\ncell-310,south_cluster,O1_PM,71.1,187.3,46.4,28.71\ncell-310,south_cluster,E2_KPM,30.3,638.1,31.1,16.08\ncell-335,south_cluster,O1_PM,76.6,390.8,52.7,21.14\ncell-335,south_cluster,E2_KPM,22.3,542.3,23.1,33.82\ncell-341,north_cluster,O1_PM,31.3,523.7,30.6,28.27\ncell-341,north_cluster,E2_KPM,78.6,164.4,53.0,30.94\ncell-373,north_cluster,O1_PM,48.8,443.7,37.1,13.41\ncell-373,north_cluster,E2_KPM,94.6,551.2,65.3,16.78\ncell-449,south_cluster,O1_PM,69.6,625.7,45.5,8.20\ncell-449,south_cluster,E2_KPM,63.7,240.2,45.3,1.99\ncell-454,north_cluster,O1_PM,22.6,369.7,17.5,23.98\ncell-454,north_cluster,E2_KPM,25.1,381.0,26.7,32.35\ncell-561,hospital_zone,E2_KPM,32.4,285.7,28.4,21.71\ncell-561,hospital_zone,O1_PM,74.7,546.9,53.1,15.69\ncell-630,south_cluster,E2_KPM,53.6,528.4,33.2,20.85\ncell-630,south_cluster,O1_PM,62.5,92.8,39.7,34.48\ncell-665,south_cluster,O1_PM,58.7,128.9,41.5,13.07\ncell-665,south_cluster,E2_KPM,79.1,180.4,55.1,18.16\ncell-668,hospital_zone,O1_PM,21.8,622.3,28.2,21.67\ncell-668,hospital_zone,E2_KPM,31.8,396.1,26.7,10.87\ncell-680,north_cluster,O1_PM,19.6,243.8,19.0,10.89\ncell-680,north_cluster,E2_KPM,48.0,472.1,38.0,30.78\ncell-688,south_cluster,O1_PM,43.5,418.8,38.1,22.93\ncell-688,south_cluster,E2_KPM,84.1,413.2,56.2,32.68\ncell-722,stadium,E2_KPM,81.6,48.4,57.7,13.42\ncell-722,stadium,O1_PM,45.7,168.8,34.7,5.61\ncell-849,hospital_zone,O1_PM,97.3,189.0,47.9,18.33\ncell-849,hospital_zone,E2_KPM,61.7,348.9,40.7,33.76\ncell-859,stadium,E2_KPM,16.9,588.9,19.1,10.94\ncell-859,stadium,O1_PM,79.6,387.4,53.0,25.50\ncell-936,stadium,E2_KPM,65.3,346.5,47.9,31.33\ncell-936,stadium,O1_PM,48.8,388.8,38.3,17.36\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2ba86a64c6efb3d5262a75f90e2a017bab274f5785ca4afd8a07828b944daec2", "telemetry_sha256": "025355b7e010a0d1ab2fc04b692f4f85ddc6d381d0c662c152210d85c0a6cf43", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-373", "edge_ue_thr_mbps": "cell-449"}, "decoy_cell": "cell-849", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0182", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Pursuant to service tier agreements, the operator shall assign high priority scheduling to Axis Robotics automated machinery control loop communications across access points experiencing highest congestion for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-09T12:15:48Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,south_cluster,O1_PM,50.8,630.0,37.2,34.84\ncell-117,south_cluster,E2_KPM,74.8,471.4,51.4,9.01\ncell-207,stadium,E2_KPM,29.7,86.1,31.5,14.60\ncell-207,stadium,O1_PM,32.6,455.9,29.9,27.40\ncell-246,south_cluster,E2_KPM,24.3,299.3,19.9,34.62\ncell-246,south_cluster,O1_PM,20.1,106.4,17.1,9.28\ncell-295,south_cluster,E2_KPM,44.4,65.4,28.2,30.50\ncell-295,south_cluster,O1_PM,28.1,74.0,27.3,5.36\ncell-320,hospital_zone,E2_KPM,15.5,470.4,22.4,28.60\ncell-320,hospital_zone,O1_PM,66.5,498.0,42.0,20.41\ncell-340,south_cluster,E2_KPM,30.8,591.0,32.4,18.55\ncell-340,south_cluster,O1_PM,47.0,137.7,31.3,4.77\ncell-470,north_cluster,E2_KPM,43.0,368.1,37.3,12.00\ncell-470,north_cluster,O1_PM,35.2,172.8,24.1,5.67\ncell-481,hospital_zone,O1_PM,63.0,253.3,39.2,15.94\ncell-481,hospital_zone,E2_KPM,60.6,560.2,40.5,12.56\ncell-504,north_cluster,O1_PM,25.4,166.2,30.7,27.36\ncell-504,north_cluster,E2_KPM,35.0,622.7,28.2,7.67\ncell-512,stadium,O1_PM,55.7,282.2,39.3,31.31\ncell-512,stadium,E2_KPM,48.7,113.3,35.9,26.49\ncell-516,stadium,O1_PM,79.1,625.4,53.2,21.47\ncell-516,stadium,E2_KPM,34.2,80.0,31.0,7.07\ncell-646,stadium,O1_PM,66.9,603.6,40.2,21.75\ncell-646,stadium,E2_KPM,62.1,301.9,42.9,27.38\ncell-653,hospital_zone,O1_PM,63.3,450.3,40.6,17.47\ncell-653,hospital_zone,E2_KPM,42.8,108.3,34.7,30.76\ncell-707,south_cluster,E2_KPM,90.8,547.7,54.6,7.99\ncell-707,south_cluster,O1_PM,69.8,351.7,47.6,26.04\ncell-716,north_cluster,E2_KPM,54.3,251.0,38.0,1.29\ncell-716,north_cluster,O1_PM,42.6,281.6,29.9,16.52\ncell-721,stadium,O1_PM,65.5,291.7,50.7,26.65\ncell-721,stadium,E2_KPM,61.3,411.9,37.7,22.33\ncell-722,hospital_zone,O1_PM,68.6,546.3,44.1,28.58\ncell-722,hospital_zone,E2_KPM,27.1,382.2,20.2,18.99\ncell-772,hospital_zone,O1_PM,43.3,304.0,33.2,17.37\ncell-772,hospital_zone,E2_KPM,28.3,141.3,22.2,9.86\ncell-803,south_cluster,O1_PM,55.9,510.3,37.8,34.88\ncell-803,south_cluster,E2_KPM,17.7,466.6,16.6,34.22\ncell-827,north_cluster,O1_PM,75.5,261.4,45.6,28.48\ncell-827,north_cluster,E2_KPM,37.2,566.5,36.5,29.61\ncell-919,north_cluster,E2_KPM,38.7,392.4,25.7,17.62\ncell-919,north_cluster,O1_PM,27.8,373.6,21.8,22.53\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "e4436c85b43e8fcb7bb214653ac960ab812c86f6ec95e5418d7ba5a9e53e892e", "telemetry_sha256": "8928b0bb8929586dd2faa4ce723b8028719546ab837687b318166c002b02c4e9", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-707", "edge_ue_thr_mbps": "cell-716"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0183", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API directive: Set dispatch priority of general best-effort web traffic to normal standing throughout the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-13T13:25:36Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,E2_KPM,71.6,121.6,44.2,21.78\ncell-121,south_cluster,O1_PM,73.7,275.2,49.7,21.45\ncell-213,hospital_zone,O1_PM,16.1,387.8,23.8,23.73\ncell-213,hospital_zone,E2_KPM,67.3,389.7,42.3,30.51\ncell-270,stadium,O1_PM,63.1,625.9,39.2,21.76\ncell-270,stadium,E2_KPM,92.5,114.1,58.2,24.11\ncell-298,hospital_zone,O1_PM,54.7,596.7,41.5,17.93\ncell-298,hospital_zone,E2_KPM,83.9,504.2,51.9,1.03\ncell-375,north_cluster,E2_KPM,63.3,89.7,39.0,5.63\ncell-375,north_cluster,O1_PM,55.7,43.6,35.4,26.23\ncell-385,north_cluster,O1_PM,15.7,232.3,22.2,17.15\ncell-385,north_cluster,E2_KPM,67.9,104.6,49.7,28.70\ncell-433,stadium,E2_KPM,38.2,83.4,29.0,5.74\ncell-433,stadium,O1_PM,33.2,170.3,25.1,16.55\ncell-446,north_cluster,E2_KPM,64.5,292.9,42.5,15.38\ncell-446,north_cluster,O1_PM,58.3,422.6,43.6,8.91\ncell-519,south_cluster,E2_KPM,50.5,301.9,32.9,19.07\ncell-519,south_cluster,O1_PM,54.5,188.5,36.8,17.33\ncell-604,hospital_zone,E2_KPM,64.7,466.7,45.8,16.53\ncell-604,hospital_zone,O1_PM,41.7,147.4,27.6,12.32\ncell-667,south_cluster,E2_KPM,38.7,84.4,34.0,18.40\ncell-667,south_cluster,O1_PM,55.6,234.8,37.6,28.94\ncell-738,hospital_zone,E2_KPM,19.4,499.4,16.1,25.95\ncell-738,hospital_zone,O1_PM,72.1,306.3,44.9,20.21\ncell-747,north_cluster,O1_PM,55.3,590.6,43.9,25.58\ncell-747,north_cluster,E2_KPM,31.3,443.1,27.0,24.19\ncell-765,stadium,O1_PM,24.3,483.7,18.4,8.38\ncell-765,stadium,E2_KPM,45.2,383.0,37.6,21.54\ncell-832,hospital_zone,O1_PM,95.9,286.8,52.4,14.64\ncell-832,hospital_zone,E2_KPM,35.3,217.0,26.2,22.76\ncell-840,stadium,E2_KPM,64.7,223.7,45.8,7.48\ncell-840,stadium,O1_PM,58.0,344.6,35.1,8.80\ncell-870,south_cluster,O1_PM,26.9,48.8,28.7,7.37\ncell-870,south_cluster,E2_KPM,36.7,547.9,34.1,34.11\ncell-872,north_cluster,E2_KPM,59.0,301.5,47.4,13.79\ncell-872,north_cluster,O1_PM,58.1,258.2,42.2,9.44\ncell-873,north_cluster,O1_PM,47.5,239.6,30.3,6.55\ncell-873,north_cluster,E2_KPM,41.3,248.3,34.5,20.18\ncell-946,stadium,O1_PM,74.8,393.9,53.5,30.69\ncell-946,stadium,E2_KPM,42.1,146.5,32.4,26.44\ncell-995,south_cluster,O1_PM,61.4,157.1,44.5,10.27\ncell-995,south_cluster,E2_KPM,77.2,219.6,44.8,28.78\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "hospital_zone", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8dc00f92e3235d112a37dc1e5fd419e3a001181c87b65e461892ea175a50b8b2", "telemetry_sha256": "090acb218553100f6219f1bbf85dcc0ee9502e36c00cdd8f7cabde8f4c7929e1", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-270", "edge_ue_thr_mbps": "cell-298"}, "decoy_cell": "cell-832"}}
+{"case_id": "ranintent_v1_test_0184", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Hey assistant, revert our sensor and meter reporting data back to default settings in the north cluster and cancel existing adjustments.", "telemetry": "KPM telemetry snapshot at 2026-10-24T07:15:20Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,E2_KPM,44.2,106.8,31.8,10.20\ncell-109,stadium,O1_PM,81.8,581.6,55.7,24.31\ncell-116,hospital_zone,E2_KPM,79.4,144.4,56.7,31.44\ncell-116,hospital_zone,O1_PM,75.7,113.5,46.1,9.60\ncell-167,stadium,O1_PM,58.1,397.7,35.7,15.05\ncell-167,stadium,E2_KPM,72.2,320.7,43.7,33.52\ncell-168,hospital_zone,E2_KPM,67.1,88.2,40.6,20.62\ncell-168,hospital_zone,O1_PM,76.9,99.0,49.7,14.32\ncell-272,hospital_zone,E2_KPM,16.1,608.5,14.7,5.92\ncell-272,hospital_zone,O1_PM,61.2,75.1,40.0,4.14\ncell-277,south_cluster,E2_KPM,77.3,215.1,46.8,30.29\ncell-277,south_cluster,O1_PM,30.8,352.4,33.0,30.28\ncell-278,south_cluster,O1_PM,27.5,482.2,26.9,18.61\ncell-278,south_cluster,E2_KPM,93.0,335.8,63.8,27.64\ncell-284,north_cluster,E2_KPM,27.6,245.8,28.0,1.01\ncell-284,north_cluster,O1_PM,33.0,352.6,24.8,31.13\ncell-340,hospital_zone,O1_PM,23.8,578.7,27.6,20.49\ncell-340,hospital_zone,E2_KPM,47.5,368.1,33.3,26.61\ncell-372,south_cluster,E2_KPM,51.2,208.7,43.4,7.39\ncell-372,south_cluster,O1_PM,44.6,339.5,34.7,32.29\ncell-407,stadium,E2_KPM,20.7,99.9,16.4,21.58\ncell-407,stadium,O1_PM,57.9,433.5,40.4,24.35\ncell-443,south_cluster,O1_PM,33.5,249.4,30.4,15.05\ncell-443,south_cluster,E2_KPM,83.1,570.2,56.5,26.36\ncell-534,hospital_zone,O1_PM,66.6,393.9,42.9,11.40\ncell-534,hospital_zone,E2_KPM,77.4,334.0,49.8,24.78\ncell-620,north_cluster,O1_PM,50.3,635.9,42.6,13.01\ncell-620,north_cluster,E2_KPM,33.1,100.0,28.6,18.10\ncell-771,south_cluster,O1_PM,30.3,589.3,21.2,33.18\ncell-771,south_cluster,E2_KPM,27.6,547.4,28.5,25.38\ncell-795,north_cluster,O1_PM,45.0,122.5,31.9,19.00\ncell-795,north_cluster,E2_KPM,44.7,650.0,28.9,28.41\ncell-833,north_cluster,E2_KPM,57.2,395.3,35.5,24.05\ncell-833,north_cluster,O1_PM,94.6,124.0,49.8,22.68\ncell-856,stadium,E2_KPM,29.5,253.1,23.2,22.95\ncell-856,stadium,O1_PM,37.1,213.6,26.6,28.35\ncell-912,north_cluster,E2_KPM,79.0,227.0,49.6,8.97\ncell-912,north_cluster,O1_PM,52.0,472.7,41.7,19.93\ncell-935,south_cluster,E2_KPM,37.9,66.8,33.9,26.08\ncell-935,south_cluster,O1_PM,82.6,364.0,49.0,9.99\ncell-982,stadium,O1_PM,67.2,497.0,40.7,33.41\ncell-982,stadium,E2_KPM,47.2,80.9,33.8,23.20\n", "truth": {"action": "revert_default", "class": "iot_metering", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "635c2c09092d25d2f1eeb090f484bcf7828d28a1505e46a05c9d35f1ca056664", "telemetry_sha256": "f71ec41053973b1db603f89a5bd6728025ee0e00a211babffabfa6bd6dc51938", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-278", "edge_ue_thr_mbps": "cell-284"}, "decoy_cell": "cell-833"}}
+{"case_id": "ranintent_v1_test_0185", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Dear Network Engineers, Civic Safety Agency requests stepping down live video from ambulances and bodycams to normal priority on all base stations currently suffering peak congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-05T08:02:25Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-221,stadium,O1_PM,32.9,508.4,27.5,16.39\ncell-221,stadium,E2_KPM,81.4,123.7,51.8,4.51\ncell-241,north_cluster,E2_KPM,56.8,298.1,34.9,33.86\ncell-241,north_cluster,O1_PM,35.4,118.9,31.4,11.77\ncell-252,hospital_zone,O1_PM,30.0,550.4,23.6,12.13\ncell-252,hospital_zone,E2_KPM,45.1,237.9,28.8,18.70\ncell-303,south_cluster,O1_PM,25.6,326.6,22.0,31.41\ncell-303,south_cluster,E2_KPM,54.6,488.4,37.1,6.88\ncell-380,south_cluster,O1_PM,68.8,173.7,44.3,23.99\ncell-380,south_cluster,E2_KPM,78.7,194.3,57.3,0.84\ncell-387,south_cluster,E2_KPM,51.7,292.7,38.6,6.86\ncell-387,south_cluster,O1_PM,55.4,53.3,45.5,18.90\ncell-402,north_cluster,O1_PM,49.5,436.2,38.1,15.75\ncell-402,north_cluster,E2_KPM,69.4,312.9,49.9,25.17\ncell-408,hospital_zone,O1_PM,20.1,363.7,16.9,23.91\ncell-408,hospital_zone,E2_KPM,41.0,632.6,26.9,19.37\ncell-432,stadium,O1_PM,52.3,262.3,37.9,14.05\ncell-432,stadium,E2_KPM,46.5,60.5,39.0,19.86\ncell-451,stadium,O1_PM,25.3,331.6,19.0,34.46\ncell-451,stadium,E2_KPM,63.6,325.1,41.5,25.51\ncell-466,hospital_zone,E2_KPM,53.0,447.8,38.7,7.17\ncell-466,hospital_zone,O1_PM,45.1,615.0,35.9,27.99\ncell-571,stadium,E2_KPM,57.0,570.6,39.5,30.03\ncell-571,stadium,O1_PM,30.6,401.1,28.7,5.37\ncell-592,hospital_zone,O1_PM,57.1,420.9,45.2,19.98\ncell-592,hospital_zone,E2_KPM,26.8,78.3,20.2,10.13\ncell-657,south_cluster,O1_PM,64.7,485.7,38.7,7.36\ncell-657,south_cluster,E2_KPM,46.2,205.9,33.5,26.56\ncell-687,south_cluster,E2_KPM,53.0,390.2,37.4,17.25\ncell-687,south_cluster,O1_PM,47.2,71.6,37.9,6.14\ncell-734,north_cluster,E2_KPM,67.2,91.5,46.2,21.93\ncell-734,north_cluster,O1_PM,31.9,354.3,25.7,22.19\ncell-850,north_cluster,E2_KPM,90.3,234.8,57.4,16.50\ncell-850,north_cluster,O1_PM,21.3,493.3,21.9,11.98\ncell-887,stadium,E2_KPM,27.1,321.9,26.1,17.22\ncell-887,stadium,O1_PM,37.4,74.9,32.3,6.06\ncell-920,north_cluster,E2_KPM,57.8,254.8,45.6,30.87\ncell-920,north_cluster,O1_PM,27.2,134.0,30.0,14.64\ncell-977,hospital_zone,O1_PM,61.6,319.2,44.7,25.53\ncell-977,hospital_zone,E2_KPM,26.4,536.9,24.0,26.78\ncell-991,stadium,O1_PM,49.4,197.4,39.9,13.77\ncell-991,stadium,E2_KPM,17.7,642.0,18.4,8.52\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "127c276da369446e35da959d67287eabb19123efb09cca54da990e7a6af7155c", "telemetry_sha256": "a7897b0644eeb9d953d1eedbbb34fa345cba23693f2b6008642fb8036351b0af", "tokens_cl100k": {"telemetry": 1152, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-850", "edge_ue_thr_mbps": "cell-380"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0186", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Trouble Ticket: Lumen Media requests clearing existing traffic shaping rules and reverting consumer video streaming back to default configuration on cells where edge clients face lowest data rates.", "telemetry": "KPM telemetry snapshot at 2026-10-17T06:17:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-132,north_cluster,E2_KPM,78.0,87.1,48.3,19.27\ncell-132,north_cluster,O1_PM,18.3,619.5,23.3,23.98\ncell-175,south_cluster,O1_PM,40.1,479.6,28.6,10.03\ncell-175,south_cluster,E2_KPM,35.9,623.7,25.7,8.38\ncell-302,stadium,O1_PM,81.3,349.3,57.9,27.25\ncell-302,stadium,E2_KPM,24.0,263.7,29.5,0.89\ncell-360,stadium,O1_PM,51.1,439.0,35.1,5.96\ncell-360,stadium,E2_KPM,32.0,206.0,24.1,33.94\ncell-402,stadium,O1_PM,55.4,371.4,35.3,6.05\ncell-402,stadium,E2_KPM,43.8,319.3,31.6,22.15\ncell-426,hospital_zone,O1_PM,24.8,624.5,22.7,14.57\ncell-426,hospital_zone,E2_KPM,40.5,492.8,32.6,33.19\ncell-446,north_cluster,O1_PM,62.0,304.5,46.7,12.37\ncell-446,north_cluster,E2_KPM,58.8,350.4,43.1,5.47\ncell-479,stadium,E2_KPM,44.5,183.5,37.2,31.52\ncell-479,stadium,O1_PM,32.9,528.4,30.0,16.63\ncell-501,south_cluster,E2_KPM,31.5,246.2,23.9,23.58\ncell-501,south_cluster,O1_PM,47.9,567.8,40.4,15.42\ncell-549,stadium,E2_KPM,61.9,395.5,47.1,9.86\ncell-549,stadium,O1_PM,74.0,200.7,45.9,28.96\ncell-557,hospital_zone,O1_PM,66.6,606.5,44.8,26.63\ncell-557,hospital_zone,E2_KPM,79.6,163.1,57.1,12.19\ncell-629,hospital_zone,E2_KPM,16.9,173.6,16.1,24.64\ncell-629,hospital_zone,O1_PM,68.1,105.5,41.3,20.48\ncell-635,hospital_zone,E2_KPM,29.0,498.1,21.1,24.86\ncell-635,hospital_zone,O1_PM,22.5,216.2,19.5,20.22\ncell-664,north_cluster,E2_KPM,76.9,460.5,52.4,4.40\ncell-664,north_cluster,O1_PM,28.7,87.2,30.6,24.49\ncell-737,hospital_zone,E2_KPM,50.8,231.2,32.9,28.65\ncell-737,hospital_zone,O1_PM,81.0,278.1,48.9,0.27\ncell-847,south_cluster,E2_KPM,91.3,352.8,52.8,20.67\ncell-847,south_cluster,O1_PM,40.8,391.8,37.3,15.28\ncell-863,hospital_zone,O1_PM,80.2,225.2,52.6,32.90\ncell-863,hospital_zone,E2_KPM,51.1,589.3,32.1,30.09\ncell-891,south_cluster,E2_KPM,56.9,358.3,43.0,24.86\ncell-891,south_cluster,O1_PM,19.9,297.0,18.4,30.96\ncell-954,north_cluster,O1_PM,67.0,359.8,46.6,7.61\ncell-954,north_cluster,E2_KPM,78.9,438.0,57.3,31.89\ncell-969,north_cluster,O1_PM,57.8,439.0,44.9,29.85\ncell-969,north_cluster,E2_KPM,21.4,505.7,27.0,13.27\ncell-989,south_cluster,O1_PM,39.1,452.4,26.1,18.37\ncell-989,south_cluster,E2_KPM,47.2,493.0,30.5,5.86\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1ad9d48c3b18cbb753a56164aaebd4ef50ef4357d1821383f2a3e5a40d17eb31", "telemetry_sha256": "d1f725b6a30e19238523cb6c52dc2d5d188b11d6162c86d450c3b27edd6f3ef3", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-847", "edge_ue_thr_mbps": "cell-302"}, "decoy_cell": "cell-737", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0187", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "@channel reduce the scheduling level of robotic closed-loop control communications down to normal priority across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-22T11:34:24Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,hospital_zone,O1_PM,70.4,51.8,47.1,25.88\ncell-124,hospital_zone,E2_KPM,35.6,202.9,28.8,18.31\ncell-130,south_cluster,E2_KPM,22.4,544.5,26.6,3.78\ncell-130,south_cluster,O1_PM,52.2,155.7,35.1,3.68\ncell-131,stadium,O1_PM,74.4,423.7,46.5,34.13\ncell-131,stadium,E2_KPM,46.8,350.1,34.5,4.58\ncell-154,hospital_zone,O1_PM,22.6,213.5,26.6,10.60\ncell-154,hospital_zone,E2_KPM,21.7,54.7,28.4,29.56\ncell-232,north_cluster,E2_KPM,77.0,623.8,49.9,29.18\ncell-232,north_cluster,O1_PM,67.1,639.2,40.7,29.77\ncell-262,hospital_zone,O1_PM,75.4,407.9,45.5,5.00\ncell-262,hospital_zone,E2_KPM,52.2,336.3,42.4,6.20\ncell-265,north_cluster,O1_PM,67.9,92.6,40.4,10.21\ncell-265,north_cluster,E2_KPM,29.3,138.1,31.7,3.58\ncell-270,north_cluster,O1_PM,47.4,569.7,41.3,6.95\ncell-270,north_cluster,E2_KPM,29.8,214.1,27.7,11.29\ncell-404,south_cluster,O1_PM,76.5,191.0,52.8,13.16\ncell-404,south_cluster,E2_KPM,77.2,609.9,52.2,8.85\ncell-517,south_cluster,E2_KPM,34.4,181.5,32.9,32.70\ncell-517,south_cluster,O1_PM,63.9,535.1,46.1,17.08\ncell-549,north_cluster,E2_KPM,21.4,66.8,25.6,28.68\ncell-549,north_cluster,O1_PM,39.4,613.7,33.0,9.01\ncell-640,north_cluster,E2_KPM,77.3,118.2,52.4,32.66\ncell-640,north_cluster,O1_PM,77.0,471.4,49.5,20.61\ncell-647,south_cluster,E2_KPM,42.1,307.5,37.1,31.55\ncell-647,south_cluster,O1_PM,44.7,62.2,35.3,19.35\ncell-648,south_cluster,E2_KPM,73.8,416.1,48.7,8.00\ncell-648,south_cluster,O1_PM,76.7,385.5,54.8,26.02\ncell-690,south_cluster,E2_KPM,22.0,305.2,29.0,17.60\ncell-690,south_cluster,O1_PM,47.2,82.8,41.2,6.18\ncell-722,stadium,O1_PM,76.4,137.0,48.9,33.02\ncell-722,stadium,E2_KPM,40.7,522.6,36.8,0.43\ncell-736,hospital_zone,O1_PM,82.4,182.3,49.2,22.38\ncell-736,hospital_zone,E2_KPM,92.0,378.0,52.5,8.29\ncell-812,stadium,E2_KPM,57.3,262.7,45.3,7.89\ncell-812,stadium,O1_PM,16.5,222.5,25.1,25.39\ncell-881,hospital_zone,E2_KPM,82.6,54.8,58.6,8.92\ncell-881,hospital_zone,O1_PM,48.6,240.8,31.6,7.25\ncell-907,stadium,E2_KPM,28.2,622.7,23.3,17.92\ncell-907,stadium,O1_PM,43.0,464.2,32.7,11.95\ncell-936,stadium,O1_PM,62.4,376.1,42.8,33.52\ncell-936,stadium,E2_KPM,23.3,445.2,26.0,16.72\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9a9e616e802eb8d4dd09654f4cd93777decdc2d3fb69e2e5eaea22c7e6a87b45", "telemetry_sha256": "e7c39c82024fad68d8c0774dbf8b34983e29f3fe9cf2ceaa7727a29ea2e3dc3d", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-736", "edge_ue_thr_mbps": "cell-722"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0188", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The mobile network shall guarantee a reservation of at least 30 percent of radio resources to sensor and meter reports on access points where edge subscribers experience lowest throughput, valid for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-23T08:40:28Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,E2_KPM,63.3,169.3,46.0,1.16\ncell-114,north_cluster,O1_PM,37.4,535.5,27.1,10.58\ncell-125,north_cluster,O1_PM,72.4,452.6,53.9,29.05\ncell-125,north_cluster,E2_KPM,81.2,145.5,52.8,20.46\ncell-178,south_cluster,O1_PM,66.8,105.7,41.7,18.69\ncell-178,south_cluster,E2_KPM,19.9,362.8,18.8,18.92\ncell-182,stadium,E2_KPM,16.2,291.2,17.6,4.61\ncell-182,stadium,O1_PM,53.0,374.3,37.8,20.76\ncell-233,south_cluster,O1_PM,85.1,179.1,56.9,9.45\ncell-233,south_cluster,E2_KPM,40.5,649.1,32.6,29.78\ncell-259,south_cluster,O1_PM,66.4,299.6,46.7,10.83\ncell-259,south_cluster,E2_KPM,69.4,543.7,45.4,33.88\ncell-349,hospital_zone,O1_PM,36.7,55.9,25.5,33.04\ncell-349,hospital_zone,E2_KPM,55.2,490.4,42.4,21.76\ncell-372,south_cluster,E2_KPM,67.4,429.9,41.1,20.77\ncell-372,south_cluster,O1_PM,23.6,160.4,18.8,17.89\ncell-426,south_cluster,E2_KPM,28.9,96.9,31.0,8.89\ncell-426,south_cluster,O1_PM,79.0,538.9,57.3,17.59\ncell-445,stadium,E2_KPM,85.3,534.7,59.5,13.50\ncell-445,stadium,O1_PM,60.3,492.8,41.3,7.61\ncell-504,north_cluster,E2_KPM,16.7,588.6,26.1,27.68\ncell-504,north_cluster,O1_PM,84.4,237.0,53.9,15.99\ncell-561,south_cluster,O1_PM,19.5,241.9,16.0,31.88\ncell-561,south_cluster,E2_KPM,61.7,200.5,39.5,9.74\ncell-566,stadium,E2_KPM,43.8,372.0,32.0,26.03\ncell-566,stadium,O1_PM,46.3,461.5,38.9,34.60\ncell-604,hospital_zone,O1_PM,55.6,460.8,39.2,9.46\ncell-604,hospital_zone,E2_KPM,52.1,623.0,39.5,18.79\ncell-652,hospital_zone,O1_PM,66.2,649.1,47.1,10.77\ncell-652,hospital_zone,E2_KPM,72.2,63.8,43.9,9.98\ncell-677,hospital_zone,O1_PM,16.9,263.6,21.3,32.19\ncell-677,hospital_zone,E2_KPM,41.9,248.1,32.0,17.08\ncell-693,hospital_zone,O1_PM,43.4,220.7,33.0,19.89\ncell-693,hospital_zone,E2_KPM,59.7,267.2,39.5,22.86\ncell-711,north_cluster,O1_PM,26.5,320.3,25.8,15.74\ncell-711,north_cluster,E2_KPM,78.3,400.7,48.8,6.86\ncell-788,stadium,E2_KPM,34.5,407.2,28.5,21.01\ncell-788,stadium,O1_PM,73.4,490.6,51.0,12.64\ncell-817,north_cluster,O1_PM,68.6,409.8,41.8,34.03\ncell-817,north_cluster,E2_KPM,27.7,222.4,30.2,29.46\ncell-861,stadium,E2_KPM,94.6,618.6,57.7,31.71\ncell-861,stadium,O1_PM,62.3,406.5,41.9,28.02\n", "truth": {"action": "guarantee_share", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "0fdd8dc2ec0e6a99bf3ebe0787df4d4042995cefb258e943a42659ce605905b8", "telemetry_sha256": "2fff3f1f54713c31337f4976949e5933c9a123017215fd007bbd8c90ae95f1ed", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-861", "edge_ue_thr_mbps": "cell-114"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0189", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "API request from Lumen Media: Reset interactive cloud gaming and XR traffic back to standard nominal treatment across the stadium cluster, dropping prior rules.", "telemetry": "KPM telemetry snapshot at 2026-10-23T15:18:14Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-224,stadium,O1_PM,89.0,612.6,36.8,27.93\ncell-224,stadium,E2_KPM,26.1,510.1,21.0,26.88\ncell-270,hospital_zone,E2_KPM,50.9,564.9,32.8,17.53\ncell-270,hospital_zone,O1_PM,23.9,96.9,28.1,7.59\ncell-325,stadium,O1_PM,68.4,330.7,40.7,25.79\ncell-325,stadium,E2_KPM,52.5,439.1,39.4,6.60\ncell-346,south_cluster,E2_KPM,49.4,66.3,35.7,16.14\ncell-346,south_cluster,O1_PM,47.0,533.5,34.9,12.23\ncell-362,north_cluster,E2_KPM,32.5,508.7,28.1,16.86\ncell-362,north_cluster,O1_PM,50.1,440.9,34.0,21.74\ncell-367,hospital_zone,O1_PM,15.3,201.4,15.8,23.30\ncell-367,hospital_zone,E2_KPM,61.1,603.6,43.5,17.57\ncell-440,south_cluster,O1_PM,44.1,454.3,37.7,7.93\ncell-440,south_cluster,E2_KPM,86.1,414.4,53.7,15.82\ncell-454,south_cluster,O1_PM,53.3,496.2,37.0,7.84\ncell-454,south_cluster,E2_KPM,56.3,194.6,37.8,28.24\ncell-484,hospital_zone,E2_KPM,67.1,338.3,41.8,30.47\ncell-484,hospital_zone,O1_PM,50.5,525.3,40.6,13.38\ncell-502,hospital_zone,O1_PM,31.6,240.9,28.0,33.27\ncell-502,hospital_zone,E2_KPM,37.0,477.8,30.9,1.86\ncell-508,south_cluster,E2_KPM,33.3,252.9,28.2,19.69\ncell-508,south_cluster,O1_PM,52.4,161.6,36.1,33.84\ncell-566,north_cluster,E2_KPM,22.0,262.3,19.2,24.46\ncell-566,north_cluster,O1_PM,58.4,343.3,39.2,13.38\ncell-633,north_cluster,E2_KPM,45.3,479.6,32.6,23.20\ncell-633,north_cluster,O1_PM,77.3,515.8,54.4,23.47\ncell-669,hospital_zone,O1_PM,76.5,509.4,55.0,34.89\ncell-669,hospital_zone,E2_KPM,41.9,527.7,34.4,25.57\ncell-740,south_cluster,E2_KPM,17.7,353.5,17.5,24.18\ncell-740,south_cluster,O1_PM,29.8,507.4,21.4,19.71\ncell-742,stadium,O1_PM,54.2,518.2,39.9,18.66\ncell-742,stadium,E2_KPM,22.8,243.6,18.9,14.83\ncell-786,stadium,E2_KPM,27.7,66.2,25.7,32.89\ncell-786,stadium,O1_PM,68.5,112.8,42.5,16.29\ncell-796,north_cluster,E2_KPM,74.7,210.2,43.7,18.66\ncell-796,north_cluster,O1_PM,18.1,133.6,19.8,23.32\ncell-820,stadium,E2_KPM,18.0,569.4,16.6,11.74\ncell-820,stadium,O1_PM,68.2,258.8,49.8,11.18\ncell-874,stadium,E2_KPM,21.8,441.1,19.3,11.19\ncell-874,stadium,O1_PM,74.7,628.2,50.7,16.09\ncell-927,north_cluster,O1_PM,66.8,112.8,48.0,33.26\ncell-927,north_cluster,E2_KPM,48.0,53.4,32.0,16.63\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "54c6f1bc171fc287f066c8d445d57b53854fce6166dacc77d2277bc35ca9e5cd", "telemetry_sha256": "df196ce316943592e15914456bc051ddfd9f7262b14d78fbc9bea749b56d526b", "tokens_cl100k": {"telemetry": 1152, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-440", "edge_ue_thr_mbps": "cell-502"}, "decoy_cell": "cell-224"}}
+{"case_id": "ranintent_v1_test_0190", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, enforce a 5 ms latency threshold for subscriber video streaming on cells where boundary users face the lowest data rates.", "telemetry": "KPM telemetry snapshot at 2026-10-05T20:04:15Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-170,hospital_zone,E2_KPM,37.3,634.9,26.7,16.94\ncell-170,hospital_zone,O1_PM,39.5,619.8,31.0,0.97\ncell-182,north_cluster,E2_KPM,55.0,157.7,40.1,34.81\ncell-182,north_cluster,O1_PM,51.9,535.8,41.5,23.98\ncell-205,stadium,E2_KPM,80.3,219.3,56.3,32.38\ncell-205,stadium,O1_PM,43.1,159.4,33.5,32.26\ncell-219,south_cluster,O1_PM,79.2,215.3,50.9,11.87\ncell-219,south_cluster,E2_KPM,63.3,117.0,46.5,26.51\ncell-236,north_cluster,O1_PM,67.0,85.4,42.0,32.04\ncell-236,north_cluster,E2_KPM,58.6,529.1,42.7,8.87\ncell-252,hospital_zone,E2_KPM,91.9,305.8,53.7,31.20\ncell-252,hospital_zone,O1_PM,39.6,349.6,27.2,18.65\ncell-261,south_cluster,E2_KPM,26.0,371.5,25.0,25.46\ncell-261,south_cluster,O1_PM,38.7,407.0,35.0,19.92\ncell-275,south_cluster,E2_KPM,22.4,256.2,28.0,1.40\ncell-275,south_cluster,O1_PM,41.3,161.8,34.5,24.66\ncell-305,south_cluster,E2_KPM,82.0,125.4,56.2,7.81\ncell-305,south_cluster,O1_PM,50.1,64.9,34.9,8.97\ncell-314,north_cluster,O1_PM,77.9,640.2,46.6,29.66\ncell-314,north_cluster,E2_KPM,79.8,395.3,50.4,23.16\ncell-341,stadium,O1_PM,29.1,221.4,31.5,12.34\ncell-341,stadium,E2_KPM,64.8,115.5,49.7,4.61\ncell-400,stadium,O1_PM,79.7,258.4,49.5,12.89\ncell-400,stadium,E2_KPM,37.4,360.7,36.1,20.87\ncell-462,north_cluster,E2_KPM,19.2,417.0,22.7,31.98\ncell-462,north_cluster,O1_PM,59.4,563.6,46.7,17.73\ncell-497,hospital_zone,O1_PM,70.8,132.1,50.1,18.98\ncell-497,hospital_zone,E2_KPM,65.4,164.4,44.3,22.20\ncell-570,south_cluster,O1_PM,80.3,323.6,52.3,13.28\ncell-570,south_cluster,E2_KPM,61.8,543.7,48.2,20.86\ncell-721,stadium,E2_KPM,41.4,269.0,37.9,21.13\ncell-721,stadium,O1_PM,15.6,543.7,15.8,17.10\ncell-729,north_cluster,O1_PM,30.9,509.9,26.1,5.77\ncell-729,north_cluster,E2_KPM,75.1,348.1,45.9,7.56\ncell-741,hospital_zone,E2_KPM,57.3,581.1,37.3,31.25\ncell-741,hospital_zone,O1_PM,71.1,318.7,53.1,9.08\ncell-792,stadium,O1_PM,49.7,55.8,34.1,9.10\ncell-792,stadium,E2_KPM,16.6,628.3,16.6,14.42\ncell-861,north_cluster,O1_PM,38.6,342.2,35.2,32.01\ncell-861,north_cluster,E2_KPM,79.3,224.0,46.3,16.60\ncell-980,hospital_zone,E2_KPM,26.1,184.9,24.3,20.60\ncell-980,hospital_zone,O1_PM,51.7,298.8,43.5,24.82\n", "truth": {"action": "set_latency_target", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "5", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c60708575fdc114441b2f92f34e07a5eb6626e1b3fadabe50f226129d5f423ec", "telemetry_sha256": "3f3fa8466d297c0fb3449a96db3a4cb9f376e2fa4c1c030f90d5455d87f4db52", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-252", "edge_ue_thr_mbps": "cell-275"}, "decoy_cell": "cell-170", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0191", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Dear Network Engineers,\n\nCivic Safety Agency requests that you promote tactical speech communications of emergency first responders to high priority throughout the hospital zone for a duration of one hour.\n\nThank you,\nCivic Safety Team", "telemetry": "KPM telemetry snapshot at 2026-10-23T17:48:53Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,O1_PM,51.4,529.8,36.0,34.29\ncell-108,hospital_zone,E2_KPM,95.6,470.9,60.3,10.08\ncell-191,stadium,E2_KPM,41.9,452.2,38.4,33.39\ncell-191,stadium,O1_PM,57.6,142.1,43.2,12.88\ncell-253,stadium,E2_KPM,79.5,52.7,57.3,8.52\ncell-253,stadium,O1_PM,68.5,508.2,48.6,12.05\ncell-258,hospital_zone,O1_PM,79.8,403.7,49.1,4.86\ncell-258,hospital_zone,E2_KPM,55.1,587.2,43.5,27.62\ncell-270,south_cluster,E2_KPM,86.0,379.4,60.8,25.52\ncell-270,south_cluster,O1_PM,22.8,566.3,28.8,22.26\ncell-271,south_cluster,E2_KPM,27.3,194.7,21.0,6.23\ncell-271,south_cluster,O1_PM,37.7,241.2,34.3,30.80\ncell-272,hospital_zone,O1_PM,67.1,390.7,50.6,26.35\ncell-272,hospital_zone,E2_KPM,29.2,294.2,30.3,34.66\ncell-273,north_cluster,E2_KPM,56.2,205.8,44.3,33.87\ncell-273,north_cluster,O1_PM,73.0,93.2,46.4,26.87\ncell-279,hospital_zone,O1_PM,41.0,293.4,36.3,19.03\ncell-279,hospital_zone,E2_KPM,37.0,58.4,36.5,29.76\ncell-295,stadium,O1_PM,49.1,575.6,38.0,30.62\ncell-295,stadium,E2_KPM,65.6,180.8,45.7,18.89\ncell-361,north_cluster,O1_PM,58.3,434.9,45.8,21.27\ncell-361,north_cluster,E2_KPM,86.9,65.3,53.1,28.01\ncell-444,hospital_zone,E2_KPM,63.2,120.1,46.6,34.35\ncell-444,hospital_zone,O1_PM,22.9,562.5,27.1,7.47\ncell-464,south_cluster,O1_PM,80.8,158.5,52.0,22.02\ncell-464,south_cluster,E2_KPM,49.9,537.0,38.3,26.02\ncell-465,north_cluster,E2_KPM,61.5,172.2,44.0,20.43\ncell-465,north_cluster,O1_PM,98.4,501.0,25.9,25.15\ncell-503,stadium,E2_KPM,83.1,506.6,52.4,26.36\ncell-503,stadium,O1_PM,16.3,91.1,25.3,27.35\ncell-618,stadium,O1_PM,53.9,127.1,34.0,25.62\ncell-618,stadium,E2_KPM,58.8,89.4,38.0,1.74\ncell-642,hospital_zone,O1_PM,40.1,312.5,33.7,10.78\ncell-642,hospital_zone,E2_KPM,52.7,492.7,35.4,7.18\ncell-698,south_cluster,O1_PM,83.2,54.4,56.2,14.01\ncell-698,south_cluster,E2_KPM,85.6,262.0,60.7,5.97\ncell-824,south_cluster,O1_PM,40.0,353.4,33.4,16.89\ncell-824,south_cluster,E2_KPM,23.0,385.3,18.8,24.02\ncell-861,north_cluster,E2_KPM,17.9,396.9,19.8,24.40\ncell-861,north_cluster,O1_PM,59.7,430.5,46.5,29.84\ncell-971,north_cluster,E2_KPM,87.4,615.9,53.7,21.09\ncell-971,north_cluster,O1_PM,64.8,97.0,45.7,28.09\n", "truth": {"action": "prioritise", "class": "mission_voice", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "bc280fa574852e0315410373b322208d2ebf65cb11822182e5554c5f3a1c70c1", "telemetry_sha256": "528f77a8d7784eb43adee3e0ea68b760e33ae2c71c520d642881dd3a2434c881", "tokens_cl100k": {"telemetry": 1154, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-108", "edge_ue_thr_mbps": "cell-618"}, "decoy_cell": "cell-465"}}
+{"case_id": "ranintent_v1_test_0192", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket: Maintain a minimum allocation of thirty percent of available radio resources for standard best-effort user data on sectors where edge clients suffer lowest data throughput until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-20T20:04:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,hospital_zone,E2_KPM,15.3,472.7,20.4,15.33\ncell-100,hospital_zone,O1_PM,65.3,622.0,43.0,10.67\ncell-118,stadium,E2_KPM,66.4,493.3,41.4,13.06\ncell-118,stadium,O1_PM,57.6,305.1,46.4,9.99\ncell-119,stadium,O1_PM,70.6,54.1,43.7,28.63\ncell-119,stadium,E2_KPM,69.0,398.1,46.7,10.63\ncell-125,north_cluster,E2_KPM,29.2,575.0,26.6,24.52\ncell-125,north_cluster,O1_PM,31.5,638.3,31.8,17.15\ncell-127,south_cluster,O1_PM,53.2,295.7,43.7,30.02\ncell-127,south_cluster,E2_KPM,39.6,531.2,28.8,16.47\ncell-187,stadium,E2_KPM,58.4,353.0,39.5,1.76\ncell-187,stadium,O1_PM,56.9,455.9,42.2,30.16\ncell-268,stadium,E2_KPM,28.7,516.0,31.3,24.88\ncell-268,stadium,O1_PM,45.9,186.5,32.2,5.32\ncell-286,north_cluster,O1_PM,46.0,337.8,38.9,29.36\ncell-286,north_cluster,E2_KPM,47.9,337.4,30.8,6.18\ncell-339,south_cluster,E2_KPM,57.2,119.0,36.3,20.33\ncell-339,south_cluster,O1_PM,84.0,510.8,51.1,15.83\ncell-370,stadium,E2_KPM,24.4,70.3,29.9,15.25\ncell-370,stadium,O1_PM,53.4,131.3,42.8,22.20\ncell-507,south_cluster,O1_PM,40.6,547.3,32.4,7.26\ncell-507,south_cluster,E2_KPM,32.8,409.0,28.7,21.76\ncell-573,hospital_zone,E2_KPM,29.9,351.1,24.8,9.61\ncell-573,hospital_zone,O1_PM,62.0,415.9,43.2,17.49\ncell-624,hospital_zone,O1_PM,21.0,164.5,21.0,34.98\ncell-624,hospital_zone,E2_KPM,53.4,588.6,43.7,14.15\ncell-681,hospital_zone,O1_PM,32.5,423.4,26.7,34.90\ncell-681,hospital_zone,E2_KPM,18.9,629.5,25.4,32.83\ncell-755,south_cluster,O1_PM,68.6,487.3,48.2,16.63\ncell-755,south_cluster,E2_KPM,60.5,518.6,45.1,15.35\ncell-812,north_cluster,O1_PM,49.6,236.9,40.1,11.41\ncell-812,north_cluster,E2_KPM,64.5,103.1,41.2,14.57\ncell-816,hospital_zone,O1_PM,25.3,631.2,27.2,20.88\ncell-816,hospital_zone,E2_KPM,92.6,452.7,53.7,32.00\ncell-824,north_cluster,O1_PM,22.6,386.0,26.2,30.34\ncell-824,north_cluster,E2_KPM,40.9,364.3,34.1,5.27\ncell-882,stadium,E2_KPM,70.8,491.4,51.3,34.87\ncell-882,stadium,O1_PM,19.3,271.7,19.9,8.96\ncell-940,north_cluster,E2_KPM,24.0,503.3,25.5,7.36\ncell-940,north_cluster,O1_PM,82.8,316.2,58.4,7.80\ncell-984,south_cluster,O1_PM,61.9,203.6,46.0,0.64\ncell-984,south_cluster,E2_KPM,25.7,172.5,25.6,20.25\n", "truth": {"action": "guarantee_share", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "e6f12c197950199f02948bceff9c69bf8d95ceabca1a99aebb72e05cb544b688", "telemetry_sha256": "308a6853b4c8ee5da9089c45b9b62c7b5aa078f9e0e88c345d039e1e657ddaf8", "tokens_cl100k": {"telemetry": 1152, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-816", "edge_ue_thr_mbps": "cell-187"}, "decoy_cell": "cell-984", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0193", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC: set a 5 ms transit delay cap on general best-effort data on sectors with highest congestion until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-15T20:57:43Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-191,hospital_zone,O1_PM,82.0,547.4,51.7,25.00\ncell-191,hospital_zone,E2_KPM,74.0,477.1,54.3,11.48\ncell-223,stadium,E2_KPM,31.0,191.2,25.2,0.46\ncell-223,stadium,O1_PM,28.5,167.5,20.9,19.21\ncell-334,north_cluster,O1_PM,51.5,141.8,34.9,34.97\ncell-334,north_cluster,E2_KPM,56.0,200.9,43.6,7.82\ncell-338,stadium,E2_KPM,74.9,581.2,48.8,27.76\ncell-338,stadium,O1_PM,46.6,181.8,34.0,25.10\ncell-399,north_cluster,O1_PM,30.2,324.0,30.7,23.63\ncell-399,north_cluster,E2_KPM,40.4,460.8,27.4,5.46\ncell-401,north_cluster,O1_PM,64.1,315.4,45.0,23.28\ncell-401,north_cluster,E2_KPM,85.5,479.0,57.2,25.02\ncell-442,hospital_zone,E2_KPM,66.4,310.3,42.9,17.32\ncell-442,hospital_zone,O1_PM,18.0,451.4,18.3,33.93\ncell-505,hospital_zone,E2_KPM,87.0,160.7,56.4,13.50\ncell-505,hospital_zone,O1_PM,86.7,128.7,54.7,33.97\ncell-506,hospital_zone,O1_PM,44.1,268.2,34.0,30.95\ncell-506,hospital_zone,E2_KPM,85.3,607.3,53.6,31.92\ncell-578,north_cluster,O1_PM,82.1,108.4,58.3,16.96\ncell-578,north_cluster,E2_KPM,33.0,182.6,26.0,30.44\ncell-642,south_cluster,E2_KPM,62.7,244.3,46.7,20.42\ncell-642,south_cluster,O1_PM,69.2,118.3,42.9,30.69\ncell-661,hospital_zone,E2_KPM,79.6,189.5,52.6,7.01\ncell-661,hospital_zone,O1_PM,65.8,282.3,49.5,12.37\ncell-688,stadium,O1_PM,67.6,481.6,44.1,12.26\ncell-688,stadium,E2_KPM,77.7,335.7,53.0,21.01\ncell-744,south_cluster,O1_PM,75.6,271.2,47.2,17.86\ncell-744,south_cluster,E2_KPM,35.2,407.3,25.4,9.99\ncell-761,hospital_zone,O1_PM,97.8,390.1,42.9,21.67\ncell-761,hospital_zone,E2_KPM,26.8,305.7,24.1,14.24\ncell-771,stadium,O1_PM,51.3,58.5,35.8,25.59\ncell-771,stadium,E2_KPM,45.3,570.1,32.5,22.35\ncell-801,south_cluster,E2_KPM,16.2,314.0,17.1,30.64\ncell-801,south_cluster,O1_PM,32.8,298.6,29.0,13.25\ncell-877,south_cluster,E2_KPM,77.1,238.2,49.3,7.94\ncell-877,south_cluster,O1_PM,74.5,550.2,47.0,21.44\ncell-883,south_cluster,O1_PM,37.1,551.8,29.9,26.41\ncell-883,south_cluster,E2_KPM,95.9,355.1,65.9,22.19\ncell-960,stadium,O1_PM,37.5,648.7,27.0,18.65\ncell-960,stadium,E2_KPM,77.2,359.6,53.2,23.77\ncell-987,north_cluster,O1_PM,48.2,207.1,30.5,33.27\ncell-987,north_cluster,E2_KPM,71.2,315.6,49.5,4.44\n", "truth": {"action": "set_latency_target", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "5", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2fad7bf5ca8c5d92bc36a2a11f9b7a8ead8e740ef2588fd305dd8583524c657d", "telemetry_sha256": "4b09350e2137815c9252c759b41099c6244591839fbad531b94cee186fd056b3", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-883", "edge_ue_thr_mbps": "cell-223"}, "decoy_cell": "cell-761", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0194", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The carrier covenants that compute hosting for tactical first responder speech services shall not extend beyond the metropolitan edge data center on base stations where peripheral users experience poorest throughput, valid for a duration of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-02T20:49:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-166,hospital_zone,O1_PM,26.2,412.0,28.6,6.70\ncell-166,hospital_zone,E2_KPM,27.1,254.4,30.8,18.30\ncell-248,south_cluster,E2_KPM,48.2,378.6,33.9,17.15\ncell-248,south_cluster,O1_PM,47.5,314.6,31.8,9.74\ncell-250,hospital_zone,E2_KPM,72.3,210.0,52.7,14.10\ncell-250,hospital_zone,O1_PM,25.3,524.6,27.5,31.53\ncell-306,south_cluster,E2_KPM,75.8,431.1,52.1,29.82\ncell-306,south_cluster,O1_PM,50.9,649.1,35.4,13.96\ncell-333,north_cluster,E2_KPM,24.0,343.8,27.4,6.70\ncell-333,north_cluster,O1_PM,38.4,287.1,28.1,23.35\ncell-429,south_cluster,E2_KPM,67.9,506.5,51.6,8.28\ncell-429,south_cluster,O1_PM,20.5,393.5,16.6,11.19\ncell-439,hospital_zone,O1_PM,30.1,209.7,29.4,21.32\ncell-439,hospital_zone,E2_KPM,15.5,264.0,15.2,12.85\ncell-452,north_cluster,E2_KPM,91.8,108.2,52.4,8.13\ncell-452,north_cluster,O1_PM,83.2,487.5,53.6,33.48\ncell-464,stadium,E2_KPM,23.7,463.4,19.3,11.40\ncell-464,stadium,O1_PM,32.3,515.2,25.6,11.91\ncell-486,south_cluster,E2_KPM,30.7,275.8,28.8,8.33\ncell-486,south_cluster,O1_PM,54.3,461.3,39.3,11.52\ncell-505,south_cluster,E2_KPM,18.2,503.5,22.4,31.93\ncell-505,south_cluster,O1_PM,28.2,325.0,25.1,28.73\ncell-539,stadium,O1_PM,56.0,580.4,45.7,22.95\ncell-539,stadium,E2_KPM,53.8,72.5,34.1,12.00\ncell-555,hospital_zone,O1_PM,62.0,131.2,40.0,1.39\ncell-555,hospital_zone,E2_KPM,72.8,302.6,49.9,17.91\ncell-568,stadium,O1_PM,22.2,249.1,21.8,30.87\ncell-568,stadium,E2_KPM,82.0,506.1,53.4,1.85\ncell-603,hospital_zone,E2_KPM,64.7,616.6,48.1,10.71\ncell-603,hospital_zone,O1_PM,41.4,169.4,38.1,18.59\ncell-684,stadium,E2_KPM,79.3,468.7,46.7,25.46\ncell-684,stadium,O1_PM,59.9,595.1,37.5,14.92\ncell-740,north_cluster,E2_KPM,58.0,617.1,42.7,26.69\ncell-740,north_cluster,O1_PM,25.7,486.5,22.5,7.91\ncell-837,north_cluster,O1_PM,44.2,259.8,33.9,31.59\ncell-837,north_cluster,E2_KPM,17.8,149.4,17.9,5.88\ncell-905,north_cluster,O1_PM,54.1,215.1,35.0,23.82\ncell-905,north_cluster,E2_KPM,43.2,515.7,38.8,31.43\ncell-926,south_cluster,O1_PM,30.4,154.8,30.7,11.26\ncell-926,south_cluster,E2_KPM,73.9,631.2,52.8,21.15\ncell-927,stadium,O1_PM,32.2,525.8,24.9,27.14\ncell-927,stadium,E2_KPM,17.0,388.5,21.4,9.67\n", "truth": {"action": "restrict_edge", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "48d4e10e8c4856ca6c84df64a70c377f3cbd6b108a1188db0065c166954a0f03", "telemetry_sha256": "6350727444b2149d6560d483171a7594eb35176cd07b09b0483cae983084c78b", "tokens_cl100k": {"telemetry": 1154, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-452", "edge_ue_thr_mbps": "cell-568"}, "decoy_cell": "cell-555", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0195", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API directive: Escalate low-speed sensor reporting and meter data packets to critical priority on cells currently facing maximum load.", "telemetry": "KPM telemetry snapshot at 2026-10-18T09:04:03Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,north_cluster,O1_PM,33.3,190.7,27.1,12.51\ncell-107,north_cluster,E2_KPM,41.5,148.4,28.6,18.91\ncell-123,stadium,E2_KPM,21.4,327.6,17.4,27.46\ncell-123,stadium,O1_PM,59.8,604.4,41.1,30.27\ncell-239,south_cluster,O1_PM,51.4,591.6,37.8,7.61\ncell-239,south_cluster,E2_KPM,68.2,554.8,42.4,16.91\ncell-254,stadium,O1_PM,46.1,136.6,39.4,9.22\ncell-254,stadium,E2_KPM,23.2,563.8,23.0,30.74\ncell-350,hospital_zone,E2_KPM,37.1,422.2,33.1,22.14\ncell-350,hospital_zone,O1_PM,76.9,632.1,45.6,5.65\ncell-380,south_cluster,E2_KPM,50.3,632.7,41.0,18.86\ncell-380,south_cluster,O1_PM,46.6,87.4,32.5,20.97\ncell-473,north_cluster,O1_PM,33.6,456.9,23.9,7.26\ncell-473,north_cluster,E2_KPM,88.9,87.8,51.0,12.13\ncell-492,stadium,E2_KPM,46.1,138.7,36.3,8.25\ncell-492,stadium,O1_PM,56.3,537.5,43.8,21.87\ncell-537,hospital_zone,O1_PM,17.6,239.9,25.5,10.09\ncell-537,hospital_zone,E2_KPM,42.8,576.2,28.9,17.32\ncell-581,north_cluster,E2_KPM,39.2,43.6,30.6,9.53\ncell-581,north_cluster,O1_PM,63.1,432.8,44.2,29.37\ncell-602,hospital_zone,O1_PM,16.5,608.3,24.2,30.81\ncell-602,hospital_zone,E2_KPM,46.3,285.0,34.1,12.09\ncell-606,hospital_zone,O1_PM,90.4,574.3,41.4,29.95\ncell-606,hospital_zone,E2_KPM,73.8,197.8,54.4,18.91\ncell-638,stadium,O1_PM,31.7,562.7,29.0,9.76\ncell-638,stadium,E2_KPM,35.8,550.7,26.0,32.57\ncell-640,north_cluster,O1_PM,48.0,588.0,33.9,11.54\ncell-640,north_cluster,E2_KPM,52.4,593.6,40.9,23.95\ncell-713,hospital_zone,O1_PM,21.5,581.2,27.9,31.65\ncell-713,hospital_zone,E2_KPM,39.8,290.6,37.7,14.16\ncell-765,south_cluster,O1_PM,66.2,425.3,41.5,5.56\ncell-765,south_cluster,E2_KPM,21.6,500.8,24.4,1.95\ncell-796,south_cluster,O1_PM,41.6,207.7,36.7,13.10\ncell-796,south_cluster,E2_KPM,27.4,524.1,21.8,22.13\ncell-819,north_cluster,E2_KPM,56.1,118.2,41.1,6.84\ncell-819,north_cluster,O1_PM,80.6,597.0,51.5,13.37\ncell-883,south_cluster,E2_KPM,46.1,481.7,39.0,19.84\ncell-883,south_cluster,O1_PM,29.3,561.7,25.3,23.30\ncell-927,stadium,O1_PM,51.8,297.4,33.1,13.13\ncell-927,stadium,E2_KPM,35.8,482.4,25.1,7.64\ncell-984,south_cluster,O1_PM,30.7,77.3,31.2,22.79\ncell-984,south_cluster,E2_KPM,58.9,393.2,38.0,25.03\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c4eb130b733a2bd93800696448bb80e1312a445867b72739633936497a57161a", "telemetry_sha256": "32ae4e1076dcb0490d0b6389fc6c34c79fb0e88aa0ea617b471b8e317b9b683f", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-473", "edge_ue_thr_mbps": "cell-765"}, "decoy_cell": "cell-606", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0196", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, elevate general best-effort internet traffic to critical highest priority in the south cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-05T12:59:54Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,stadium,O1_PM,49.4,603.2,38.7,16.06\ncell-100,stadium,E2_KPM,20.3,86.7,23.1,27.45\ncell-114,stadium,O1_PM,58.4,160.4,42.8,23.49\ncell-114,stadium,E2_KPM,78.3,137.6,52.6,6.34\ncell-119,hospital_zone,O1_PM,57.8,562.1,36.9,5.09\ncell-119,hospital_zone,E2_KPM,77.3,366.9,47.0,30.15\ncell-152,hospital_zone,O1_PM,41.6,227.0,28.8,5.18\ncell-152,hospital_zone,E2_KPM,67.8,603.2,51.1,24.87\ncell-194,south_cluster,E2_KPM,62.4,508.5,45.3,8.46\ncell-194,south_cluster,O1_PM,68.7,200.0,43.0,29.59\ncell-292,stadium,O1_PM,31.6,201.1,25.4,14.46\ncell-292,stadium,E2_KPM,92.8,100.3,63.1,14.69\ncell-295,north_cluster,O1_PM,55.0,245.6,37.7,33.78\ncell-295,north_cluster,E2_KPM,78.7,283.9,54.1,1.26\ncell-338,north_cluster,O1_PM,39.2,569.6,25.8,5.69\ncell-338,north_cluster,E2_KPM,23.7,582.1,21.3,20.10\ncell-340,north_cluster,E2_KPM,47.0,492.3,32.1,4.62\ncell-340,north_cluster,O1_PM,37.7,128.0,35.5,24.99\ncell-434,north_cluster,E2_KPM,38.6,309.7,35.0,20.35\ncell-434,north_cluster,O1_PM,28.6,356.3,29.6,22.32\ncell-445,hospital_zone,O1_PM,94.5,162.3,40.0,13.16\ncell-445,hospital_zone,E2_KPM,52.3,259.8,41.3,25.09\ncell-458,hospital_zone,O1_PM,33.4,75.6,27.3,15.15\ncell-458,hospital_zone,E2_KPM,33.7,61.0,32.0,13.48\ncell-488,hospital_zone,O1_PM,72.3,306.2,51.4,17.92\ncell-488,hospital_zone,E2_KPM,47.2,621.7,33.7,21.75\ncell-543,south_cluster,E2_KPM,23.0,291.0,23.6,4.71\ncell-543,south_cluster,O1_PM,44.8,235.0,30.9,25.88\ncell-631,north_cluster,E2_KPM,47.2,477.4,37.1,14.06\ncell-631,north_cluster,O1_PM,22.8,532.2,19.8,22.72\ncell-657,north_cluster,O1_PM,27.9,556.1,21.0,7.54\ncell-657,north_cluster,E2_KPM,47.1,251.4,35.9,13.45\ncell-702,south_cluster,E2_KPM,67.0,443.0,51.2,28.83\ncell-702,south_cluster,O1_PM,30.8,615.1,23.5,31.55\ncell-762,south_cluster,O1_PM,37.4,196.9,31.0,17.52\ncell-762,south_cluster,E2_KPM,62.8,577.4,41.7,17.12\ncell-797,south_cluster,O1_PM,57.9,574.0,43.7,6.42\ncell-797,south_cluster,E2_KPM,34.0,468.6,28.2,19.24\ncell-859,stadium,E2_KPM,82.9,294.2,49.8,32.57\ncell-859,stadium,O1_PM,63.1,299.5,45.3,25.97\ncell-922,stadium,E2_KPM,38.2,424.1,35.5,5.15\ncell-922,stadium,O1_PM,77.8,226.6,51.4,31.79\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "afbdf44eb34733a5eff4f2b20e6eaf06790a3afe7baea223d71c6b5962a395e4", "telemetry_sha256": "fe8a372ecd7a1f2c751e4abb5b819fc99d5f3e449388c15fb1e1255380768bc8", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-292", "edge_ue_thr_mbps": "cell-295"}, "decoy_cell": "cell-445"}}
+{"case_id": "ranintent_v1_test_0197", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi RAN operations, please promote consumer video streaming traffic to top critical priority across the hospital zone. This policy should remain in force for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-03T13:31:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,stadium,O1_PM,70.1,135.5,42.5,13.98\ncell-125,stadium,E2_KPM,87.3,138.6,54.5,11.71\ncell-175,hospital_zone,E2_KPM,27.9,509.1,26.2,24.53\ncell-175,hospital_zone,O1_PM,42.7,94.6,32.4,31.81\ncell-203,stadium,O1_PM,72.7,94.2,44.4,24.08\ncell-203,stadium,E2_KPM,62.8,303.7,46.6,24.60\ncell-210,north_cluster,E2_KPM,50.6,637.3,40.5,20.12\ncell-210,north_cluster,O1_PM,48.1,215.1,41.8,9.31\ncell-217,south_cluster,O1_PM,26.5,256.2,30.5,22.07\ncell-217,south_cluster,E2_KPM,22.6,170.5,24.2,31.63\ncell-219,stadium,O1_PM,27.3,399.0,25.1,21.00\ncell-219,stadium,E2_KPM,57.4,610.3,39.5,23.94\ncell-378,north_cluster,E2_KPM,64.3,107.7,42.1,0.98\ncell-378,north_cluster,O1_PM,17.3,579.1,26.0,27.87\ncell-453,hospital_zone,O1_PM,73.1,236.7,51.5,18.63\ncell-453,hospital_zone,E2_KPM,25.3,155.5,18.8,33.17\ncell-455,south_cluster,E2_KPM,58.2,101.0,39.3,5.18\ncell-455,south_cluster,O1_PM,51.3,60.0,41.1,9.91\ncell-467,north_cluster,O1_PM,23.2,538.6,29.0,25.55\ncell-467,north_cluster,E2_KPM,59.8,440.5,46.4,33.98\ncell-474,hospital_zone,O1_PM,78.9,370.3,57.2,20.35\ncell-474,hospital_zone,E2_KPM,78.2,367.3,46.0,11.34\ncell-530,hospital_zone,O1_PM,73.1,591.9,51.7,31.32\ncell-530,hospital_zone,E2_KPM,34.5,104.9,34.5,32.30\ncell-556,stadium,E2_KPM,17.9,255.8,21.3,14.47\ncell-556,stadium,O1_PM,78.9,294.9,47.7,9.41\ncell-574,north_cluster,O1_PM,40.8,184.3,28.6,27.17\ncell-574,north_cluster,E2_KPM,27.3,201.0,21.6,4.60\ncell-777,south_cluster,E2_KPM,40.5,256.1,35.8,18.41\ncell-777,south_cluster,O1_PM,89.8,244.1,29.6,19.20\ncell-779,north_cluster,O1_PM,61.9,237.5,44.9,21.13\ncell-779,north_cluster,E2_KPM,17.6,522.1,20.2,5.16\ncell-843,hospital_zone,E2_KPM,17.8,286.7,18.6,21.09\ncell-843,hospital_zone,O1_PM,70.2,242.5,44.8,22.04\ncell-864,north_cluster,O1_PM,37.4,144.5,33.0,12.88\ncell-864,north_cluster,E2_KPM,64.3,296.6,50.0,18.98\ncell-893,south_cluster,O1_PM,17.5,100.8,25.6,16.31\ncell-893,south_cluster,E2_KPM,26.0,540.7,27.0,23.65\ncell-912,south_cluster,O1_PM,77.3,530.9,45.9,6.25\ncell-912,south_cluster,E2_KPM,51.3,444.6,34.8,21.47\ncell-981,stadium,E2_KPM,75.9,124.1,50.3,12.67\ncell-981,stadium,O1_PM,34.3,617.9,31.9,10.82\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2c79ea873da7300f6cd7ab95bfc492849c60fd70f195b62f61022c025209c618", "telemetry_sha256": "01653097e17a25b4e82f9f6d3a78c2f3bdfeb91453be3dcd5d6aa73ce6335218", "tokens_cl100k": {"telemetry": 1154, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-125", "edge_ue_thr_mbps": "cell-378"}, "decoy_cell": "cell-777"}}
+{"case_id": "ranintent_v1_test_0198", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Ticket opened by Axis Robotics: Reset automated machinery control feedback loops back to default handling across cells with highest traffic load, removing prior settings.", "telemetry": "KPM telemetry snapshot at 2026-10-17T08:08:36Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,stadium,E2_KPM,52.1,163.6,41.0,17.88\ncell-101,stadium,O1_PM,52.7,258.6,33.1,34.75\ncell-165,stadium,O1_PM,51.2,453.7,35.6,28.73\ncell-165,stadium,E2_KPM,71.1,165.2,49.0,27.03\ncell-168,hospital_zone,E2_KPM,19.0,420.9,26.6,15.31\ncell-168,hospital_zone,O1_PM,76.3,127.5,54.7,8.54\ncell-195,hospital_zone,O1_PM,64.1,182.9,46.5,29.84\ncell-195,hospital_zone,E2_KPM,73.1,251.6,43.3,9.03\ncell-237,north_cluster,E2_KPM,27.0,207.4,23.2,29.99\ncell-237,north_cluster,O1_PM,15.1,206.6,24.4,33.35\ncell-271,stadium,O1_PM,53.0,536.3,42.0,29.96\ncell-271,stadium,E2_KPM,22.7,236.8,20.7,33.95\ncell-381,south_cluster,O1_PM,43.7,606.4,36.6,28.68\ncell-381,south_cluster,E2_KPM,27.6,585.3,29.8,22.12\ncell-419,north_cluster,E2_KPM,79.0,507.5,55.9,19.39\ncell-419,north_cluster,O1_PM,46.7,146.2,36.5,28.95\ncell-425,north_cluster,E2_KPM,21.6,326.8,17.5,27.77\ncell-425,north_cluster,O1_PM,39.5,505.1,28.7,8.39\ncell-441,south_cluster,O1_PM,92.5,311.8,37.8,32.61\ncell-441,south_cluster,E2_KPM,68.4,184.6,44.6,32.79\ncell-457,south_cluster,O1_PM,81.1,306.3,49.7,30.10\ncell-457,south_cluster,E2_KPM,78.0,520.1,49.8,1.64\ncell-482,north_cluster,O1_PM,17.0,427.1,19.4,28.52\ncell-482,north_cluster,E2_KPM,47.7,256.7,40.5,7.27\ncell-507,stadium,E2_KPM,69.4,536.4,47.0,32.00\ncell-507,stadium,O1_PM,78.0,495.4,48.3,30.03\ncell-523,hospital_zone,E2_KPM,76.6,433.1,47.7,24.78\ncell-523,hospital_zone,O1_PM,24.4,364.5,20.0,15.89\ncell-600,stadium,O1_PM,48.4,567.2,34.3,5.69\ncell-600,stadium,E2_KPM,48.1,313.4,39.1,8.04\ncell-602,hospital_zone,E2_KPM,36.4,112.4,35.2,11.11\ncell-602,hospital_zone,O1_PM,54.9,569.4,38.7,9.39\ncell-785,hospital_zone,O1_PM,60.1,581.9,46.9,27.07\ncell-785,hospital_zone,E2_KPM,34.0,293.5,28.8,17.45\ncell-809,hospital_zone,E2_KPM,89.7,239.2,62.2,25.50\ncell-809,hospital_zone,O1_PM,17.7,618.8,22.3,19.93\ncell-812,north_cluster,E2_KPM,30.0,482.9,26.3,31.57\ncell-812,north_cluster,O1_PM,67.9,375.8,49.3,10.40\ncell-980,south_cluster,E2_KPM,70.5,368.8,50.0,29.18\ncell-980,south_cluster,O1_PM,79.9,114.2,48.5,18.54\ncell-988,south_cluster,O1_PM,70.4,260.3,44.6,30.27\ncell-988,south_cluster,E2_KPM,63.7,597.6,39.4,12.16\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8a3ed834285e3ffd5a383c498633b498a2f0a71d5b2ec5ce2f3c8589872968a5", "telemetry_sha256": "c55fe7213bf757d376b4663d468d0b54f4f96f277ba9883e4daade1db51a10ab", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-809", "edge_ue_thr_mbps": "cell-457"}, "decoy_cell": "cell-441", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0199", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC update: boost regular best-effort internet traffic to high priority across the south cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-04T13:47:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-183,hospital_zone,O1_PM,52.4,518.1,33.6,17.98\ncell-183,hospital_zone,E2_KPM,53.3,322.3,44.5,6.75\ncell-195,south_cluster,O1_PM,69.5,552.5,49.3,7.23\ncell-195,south_cluster,E2_KPM,42.1,268.9,34.1,34.03\ncell-332,hospital_zone,E2_KPM,37.9,380.1,27.9,30.84\ncell-332,hospital_zone,O1_PM,56.7,364.0,41.1,18.95\ncell-333,north_cluster,O1_PM,43.3,252.6,33.3,12.86\ncell-333,north_cluster,E2_KPM,46.2,438.1,33.5,18.17\ncell-346,stadium,E2_KPM,29.6,221.9,28.8,8.80\ncell-346,stadium,O1_PM,50.5,230.0,37.5,28.22\ncell-354,hospital_zone,O1_PM,15.9,157.6,19.1,29.06\ncell-354,hospital_zone,E2_KPM,39.1,174.4,33.5,1.74\ncell-493,north_cluster,O1_PM,71.7,296.4,46.6,5.64\ncell-493,north_cluster,E2_KPM,46.6,94.1,30.6,29.59\ncell-519,north_cluster,O1_PM,63.9,376.8,49.1,17.59\ncell-519,north_cluster,E2_KPM,27.0,95.8,27.0,27.43\ncell-526,south_cluster,E2_KPM,86.6,505.8,56.2,14.19\ncell-526,south_cluster,O1_PM,54.4,450.3,38.3,22.59\ncell-536,south_cluster,E2_KPM,46.3,103.7,33.1,12.33\ncell-536,south_cluster,O1_PM,15.2,553.4,15.6,5.94\ncell-568,stadium,E2_KPM,32.1,589.1,27.9,9.57\ncell-568,stadium,O1_PM,27.4,246.8,23.4,25.87\ncell-615,north_cluster,O1_PM,46.0,423.2,33.5,4.79\ncell-615,north_cluster,E2_KPM,50.1,298.8,41.0,7.42\ncell-663,hospital_zone,E2_KPM,38.3,605.2,28.1,32.19\ncell-663,hospital_zone,O1_PM,71.4,602.4,52.9,7.65\ncell-682,hospital_zone,O1_PM,35.2,343.6,26.6,30.98\ncell-682,hospital_zone,E2_KPM,68.0,606.7,46.3,34.23\ncell-708,stadium,E2_KPM,70.9,625.5,52.4,13.37\ncell-708,stadium,O1_PM,76.9,50.5,48.6,23.34\ncell-716,north_cluster,O1_PM,73.0,369.2,48.0,17.27\ncell-716,north_cluster,E2_KPM,41.6,561.1,30.6,11.45\ncell-737,stadium,E2_KPM,60.3,242.2,46.0,29.69\ncell-737,stadium,O1_PM,34.7,456.8,33.1,24.34\ncell-819,hospital_zone,E2_KPM,25.4,100.0,26.7,28.36\ncell-819,hospital_zone,O1_PM,89.0,605.8,56.2,28.48\ncell-827,south_cluster,E2_KPM,76.6,467.8,54.1,7.79\ncell-827,south_cluster,O1_PM,66.0,143.9,50.5,12.61\ncell-891,stadium,E2_KPM,64.6,199.3,50.0,24.48\ncell-891,stadium,O1_PM,55.3,149.2,44.5,6.31\ncell-901,south_cluster,E2_KPM,17.6,41.3,26.5,24.19\ncell-901,south_cluster,O1_PM,61.1,609.6,42.8,7.51\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5851047aa20599a7cb9f998bcfa8c8648ccfe6dcdadae6db7a0e4cd1574412a3", "telemetry_sha256": "14a2d893977bab51556d8bd732565a5ecb0521242ef57537f4bae484df5d663f", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-526", "edge_ue_thr_mbps": "cell-354"}, "decoy_cell": "cell-819"}}
+{"case_id": "ranintent_v1_test_0200", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The service provider covenants to demote interactive XR and remote gaming streams to low queue standing throughout the hospital zone indefinitely until this directive is formally countermanded.", "telemetry": "KPM telemetry snapshot at 2026-10-08T13:51:32Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,hospital_zone,E2_KPM,50.8,254.2,39.5,30.94\ncell-112,hospital_zone,O1_PM,50.9,460.8,36.6,24.60\ncell-141,north_cluster,O1_PM,58.2,632.1,42.3,28.77\ncell-141,north_cluster,E2_KPM,71.6,167.8,44.9,33.47\ncell-161,south_cluster,E2_KPM,43.6,365.3,37.7,28.25\ncell-161,south_cluster,O1_PM,39.2,358.8,27.8,6.89\ncell-162,hospital_zone,O1_PM,19.6,374.7,16.1,24.34\ncell-162,hospital_zone,E2_KPM,69.9,295.8,43.9,9.12\ncell-177,south_cluster,E2_KPM,31.5,156.7,29.0,32.68\ncell-177,south_cluster,O1_PM,43.0,571.0,36.2,11.76\ncell-246,north_cluster,O1_PM,73.0,293.8,46.4,16.85\ncell-246,north_cluster,E2_KPM,43.5,239.8,37.4,10.17\ncell-436,hospital_zone,E2_KPM,74.5,619.3,43.5,28.36\ncell-436,hospital_zone,O1_PM,79.0,516.8,54.3,13.28\ncell-503,south_cluster,O1_PM,39.2,621.6,37.2,4.94\ncell-503,south_cluster,E2_KPM,52.9,570.8,42.6,10.52\ncell-510,north_cluster,O1_PM,31.4,60.3,22.1,7.75\ncell-510,north_cluster,E2_KPM,36.3,122.2,24.6,22.91\ncell-557,stadium,O1_PM,91.2,622.5,26.3,14.75\ncell-557,stadium,E2_KPM,50.5,305.9,39.8,14.27\ncell-589,south_cluster,E2_KPM,39.3,63.9,31.3,34.58\ncell-589,south_cluster,O1_PM,68.1,589.4,43.5,15.72\ncell-597,hospital_zone,E2_KPM,30.1,380.7,22.1,6.30\ncell-597,hospital_zone,O1_PM,49.2,155.7,34.9,34.07\ncell-620,stadium,E2_KPM,25.0,185.2,28.9,29.88\ncell-620,stadium,O1_PM,44.7,157.2,29.8,19.27\ncell-752,north_cluster,O1_PM,49.5,405.7,37.0,28.35\ncell-752,north_cluster,E2_KPM,64.5,109.0,40.2,9.98\ncell-757,stadium,O1_PM,73.3,626.4,43.8,7.57\ncell-757,stadium,E2_KPM,28.1,613.8,21.5,9.79\ncell-770,north_cluster,O1_PM,25.7,184.5,29.3,23.86\ncell-770,north_cluster,E2_KPM,20.5,352.4,25.8,31.90\ncell-774,north_cluster,E2_KPM,17.3,198.5,24.1,1.20\ncell-774,north_cluster,O1_PM,42.5,204.6,27.6,8.33\ncell-782,stadium,O1_PM,75.5,357.6,46.9,30.95\ncell-782,stadium,E2_KPM,31.4,537.9,21.9,5.34\ncell-793,hospital_zone,O1_PM,25.9,158.9,25.0,23.05\ncell-793,hospital_zone,E2_KPM,88.4,232.0,57.7,20.25\ncell-830,stadium,O1_PM,20.3,82.1,17.2,26.77\ncell-830,stadium,E2_KPM,21.8,181.6,19.3,7.35\ncell-916,south_cluster,O1_PM,55.3,146.5,41.0,12.62\ncell-916,south_cluster,E2_KPM,79.0,158.6,52.5,15.62\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "35399e3da6cbee3e9d2a0c8f657ed52e62c0f63369758caf891a4bd4d5eed919", "telemetry_sha256": "43ac56d97da22f73154ab6411f5de32d95de94ddbf5b53a6b34bec4eb07ed3fe", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-793", "edge_ue_thr_mbps": "cell-774"}, "decoy_cell": "cell-557"}}
+{"case_id": "ranintent_v1_test_0201", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Exposure note: Lower scheduling precedence for emergency responder video feeds from ambulances and body cameras to normal priority across the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-03T18:06:07Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,north_cluster,E2_KPM,23.3,637.1,25.1,17.11\ncell-126,north_cluster,O1_PM,74.4,292.7,55.1,33.32\ncell-163,north_cluster,O1_PM,65.6,322.8,39.0,13.42\ncell-163,north_cluster,E2_KPM,28.2,153.4,23.3,33.25\ncell-207,south_cluster,O1_PM,46.9,407.7,32.3,20.79\ncell-207,south_cluster,E2_KPM,33.4,276.9,31.9,8.50\ncell-225,stadium,O1_PM,43.7,532.8,32.9,5.28\ncell-225,stadium,E2_KPM,66.8,190.6,50.2,8.63\ncell-232,stadium,O1_PM,77.0,85.5,47.4,12.98\ncell-232,stadium,E2_KPM,37.3,311.2,30.2,6.24\ncell-244,hospital_zone,E2_KPM,32.9,117.2,26.1,8.28\ncell-244,hospital_zone,O1_PM,49.0,248.9,40.7,17.89\ncell-298,north_cluster,O1_PM,28.1,375.5,24.4,23.30\ncell-298,north_cluster,E2_KPM,67.1,579.7,50.0,23.70\ncell-339,south_cluster,E2_KPM,15.2,129.2,19.1,28.73\ncell-339,south_cluster,O1_PM,39.5,324.5,34.0,20.05\ncell-351,south_cluster,O1_PM,68.4,494.9,51.6,22.05\ncell-351,south_cluster,E2_KPM,49.6,585.3,38.9,9.38\ncell-359,stadium,E2_KPM,72.4,432.2,49.8,22.17\ncell-359,stadium,O1_PM,66.0,234.4,50.3,31.58\ncell-363,stadium,E2_KPM,25.6,517.7,27.3,13.90\ncell-363,stadium,O1_PM,47.4,633.3,29.9,18.23\ncell-374,south_cluster,O1_PM,72.9,142.2,53.2,25.82\ncell-374,south_cluster,E2_KPM,47.8,349.8,39.3,25.67\ncell-440,hospital_zone,E2_KPM,64.5,340.2,40.9,11.20\ncell-440,hospital_zone,O1_PM,35.0,530.8,35.3,18.11\ncell-456,hospital_zone,O1_PM,35.4,293.3,35.3,5.06\ncell-456,hospital_zone,E2_KPM,40.0,419.0,37.9,21.81\ncell-493,hospital_zone,O1_PM,71.3,244.6,49.3,18.05\ncell-493,hospital_zone,E2_KPM,56.2,115.8,40.6,4.28\ncell-701,hospital_zone,E2_KPM,40.0,266.7,28.4,14.09\ncell-701,hospital_zone,O1_PM,36.8,325.8,35.5,31.37\ncell-864,north_cluster,E2_KPM,86.2,65.6,56.5,6.31\ncell-864,north_cluster,O1_PM,67.3,517.1,45.6,25.37\ncell-867,north_cluster,E2_KPM,37.6,547.1,36.5,25.35\ncell-867,north_cluster,O1_PM,52.7,324.7,41.1,6.13\ncell-895,south_cluster,E2_KPM,73.0,303.8,44.2,1.15\ncell-895,south_cluster,O1_PM,74.8,533.5,44.9,17.91\ncell-960,south_cluster,E2_KPM,32.2,42.5,30.6,23.55\ncell-960,south_cluster,O1_PM,50.7,630.1,36.4,6.50\ncell-973,stadium,O1_PM,57.8,239.2,44.0,17.47\ncell-973,stadium,E2_KPM,58.2,279.7,37.6,14.07\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "hospital_zone", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ca83e65c844814ebc31250fff04128cadf709d7a164b6aa410ce43c2eb49aeae", "telemetry_sha256": "2027fe2047a59d0c92df3a194e04171247c0a253712ab209d8bf4b0a8bfc5e1d", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-864", "edge_ue_thr_mbps": "cell-895"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0202", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, revert standard best-effort web traffic back to its baseline default configuration on the most heavily congested cells.", "telemetry": "KPM telemetry snapshot at 2026-10-04T10:01:20Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,stadium,O1_PM,49.3,403.4,36.7,14.24\ncell-112,stadium,E2_KPM,92.6,395.8,62.3,31.81\ncell-157,south_cluster,E2_KPM,27.5,265.6,30.5,1.88\ncell-157,south_cluster,O1_PM,40.4,623.9,29.8,29.03\ncell-279,hospital_zone,O1_PM,38.9,448.8,28.4,22.50\ncell-279,hospital_zone,E2_KPM,81.1,379.8,46.8,30.87\ncell-299,north_cluster,E2_KPM,55.2,58.7,41.0,24.91\ncell-299,north_cluster,O1_PM,26.1,68.6,25.3,22.73\ncell-324,stadium,E2_KPM,18.1,351.8,22.1,19.60\ncell-324,stadium,O1_PM,70.5,463.8,50.3,18.06\ncell-329,stadium,E2_KPM,20.9,189.9,17.3,11.57\ncell-329,stadium,O1_PM,59.9,565.4,45.9,18.58\ncell-377,hospital_zone,E2_KPM,58.2,219.1,41.3,34.43\ncell-377,hospital_zone,O1_PM,36.0,151.7,34.1,29.61\ncell-397,stadium,E2_KPM,74.2,264.1,47.1,20.12\ncell-397,stadium,O1_PM,67.5,220.0,50.5,33.80\ncell-399,south_cluster,O1_PM,36.4,245.3,27.0,11.51\ncell-399,south_cluster,E2_KPM,84.1,566.8,56.6,28.83\ncell-435,north_cluster,O1_PM,94.4,51.2,34.1,12.45\ncell-435,north_cluster,E2_KPM,75.7,279.5,54.0,5.57\ncell-467,north_cluster,E2_KPM,62.4,524.2,47.7,28.13\ncell-467,north_cluster,O1_PM,17.7,284.1,20.4,30.44\ncell-489,south_cluster,O1_PM,32.0,103.5,33.2,27.71\ncell-489,south_cluster,E2_KPM,70.0,396.0,52.0,13.75\ncell-544,north_cluster,E2_KPM,79.0,595.7,48.3,20.39\ncell-544,north_cluster,O1_PM,18.4,446.4,23.2,13.52\ncell-580,north_cluster,E2_KPM,24.0,544.0,18.5,26.60\ncell-580,north_cluster,O1_PM,42.1,478.3,27.4,28.52\ncell-687,south_cluster,O1_PM,34.7,376.3,31.6,7.82\ncell-687,south_cluster,E2_KPM,74.6,324.0,51.0,14.69\ncell-737,stadium,E2_KPM,76.0,87.4,55.7,12.06\ncell-737,stadium,O1_PM,35.7,287.8,33.2,24.73\ncell-763,hospital_zone,O1_PM,33.1,41.3,22.6,22.75\ncell-763,hospital_zone,E2_KPM,61.8,297.3,39.9,29.79\ncell-825,hospital_zone,E2_KPM,27.7,368.6,24.0,9.04\ncell-825,hospital_zone,O1_PM,47.4,604.1,36.6,11.59\ncell-863,hospital_zone,O1_PM,29.9,618.6,27.4,34.26\ncell-863,hospital_zone,E2_KPM,34.3,170.7,26.4,12.29\ncell-887,hospital_zone,O1_PM,50.3,618.3,34.8,10.23\ncell-887,hospital_zone,E2_KPM,20.8,637.9,24.8,28.50\ncell-993,south_cluster,O1_PM,30.4,368.5,21.9,31.86\ncell-993,south_cluster,E2_KPM,33.1,40.1,29.8,31.51\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "e1aae61a6ef1a18b4dfe82e5e673f981c77eeef51fe71a1e18b3e16b2c35827e", "telemetry_sha256": "6bb485d28b26489c6003d34bd89d0911c9d928c54f369ebf1e01df6bbcf97819", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-112", "edge_ue_thr_mbps": "cell-157"}, "decoy_cell": "cell-435", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0203", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi ops, please elevate bulk analytics ingestion uploads to the highest critical priority tier on base stations that are experiencing peak congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-24T11:01:53Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,north_cluster,E2_KPM,31.3,65.6,23.1,10.72\ncell-151,north_cluster,O1_PM,72.1,308.0,49.7,18.43\ncell-175,south_cluster,E2_KPM,45.7,71.8,36.2,34.66\ncell-175,south_cluster,O1_PM,28.8,361.6,27.4,28.95\ncell-203,stadium,O1_PM,65.8,140.0,46.5,13.36\ncell-203,stadium,E2_KPM,42.0,267.2,38.8,30.95\ncell-267,stadium,O1_PM,43.7,65.0,36.9,20.54\ncell-267,stadium,E2_KPM,73.2,318.9,50.6,9.37\ncell-297,stadium,E2_KPM,44.0,44.0,33.8,11.71\ncell-297,stadium,O1_PM,20.8,351.0,19.5,14.84\ncell-316,stadium,O1_PM,15.4,46.3,23.8,31.54\ncell-316,stadium,E2_KPM,36.6,48.3,32.0,18.66\ncell-401,south_cluster,E2_KPM,55.6,330.6,35.0,25.83\ncell-401,south_cluster,O1_PM,46.3,605.9,40.1,19.54\ncell-466,hospital_zone,E2_KPM,38.2,474.9,32.6,18.50\ncell-466,hospital_zone,O1_PM,33.4,426.3,31.9,8.10\ncell-524,north_cluster,E2_KPM,43.5,204.7,30.0,5.21\ncell-524,north_cluster,O1_PM,54.1,300.2,39.6,23.68\ncell-558,south_cluster,E2_KPM,63.0,244.1,48.5,12.99\ncell-558,south_cluster,O1_PM,65.2,252.8,40.6,4.29\ncell-591,north_cluster,O1_PM,25.1,453.5,19.2,10.75\ncell-591,north_cluster,E2_KPM,30.3,138.7,29.5,30.61\ncell-637,north_cluster,E2_KPM,32.7,474.4,30.2,26.84\ncell-637,north_cluster,O1_PM,43.9,492.8,35.6,12.24\ncell-656,hospital_zone,E2_KPM,16.7,597.1,25.6,13.18\ncell-656,hospital_zone,O1_PM,68.4,453.3,40.8,6.80\ncell-805,north_cluster,O1_PM,62.8,183.9,48.6,6.22\ncell-805,north_cluster,E2_KPM,70.3,370.0,42.6,26.35\ncell-840,hospital_zone,O1_PM,33.3,462.6,22.9,20.36\ncell-840,hospital_zone,E2_KPM,87.7,429.8,57.5,19.81\ncell-852,hospital_zone,O1_PM,67.8,460.0,48.2,21.28\ncell-852,hospital_zone,E2_KPM,64.0,491.5,39.4,16.09\ncell-858,hospital_zone,O1_PM,23.9,266.2,29.4,10.11\ncell-858,hospital_zone,E2_KPM,25.9,352.6,23.4,13.44\ncell-875,stadium,O1_PM,32.6,550.5,32.4,29.01\ncell-875,stadium,E2_KPM,60.7,103.2,47.2,25.20\ncell-932,south_cluster,E2_KPM,21.4,265.7,26.4,0.61\ncell-932,south_cluster,O1_PM,56.4,88.7,34.6,6.88\ncell-968,stadium,O1_PM,37.2,357.6,29.2,21.92\ncell-968,stadium,E2_KPM,20.9,264.6,18.3,32.73\ncell-969,south_cluster,E2_KPM,51.4,328.4,33.5,18.72\ncell-969,south_cluster,O1_PM,30.1,552.3,23.9,7.84\n", "truth": {"action": "prioritise", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "33a73074e612dd67364cff4ffa792cc4678e04bc80ec2544ff34e11a3aa3968b", "telemetry_sha256": "252a236269bfb6825d6428c477c09a757d5187ff68ba458c6450a924a3e8f891", "tokens_cl100k": {"telemetry": 1152, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-840", "edge_ue_thr_mbps": "cell-932"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0204", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Operations Ticket: Civic Safety Agency authorizes offloading compute execution for first responder tactical voice out to a regional cloud facility on cells where edge clients experience poorest throughput for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-25T19:56:12Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,E2_KPM,27.5,157.3,29.7,21.49\ncell-108,hospital_zone,O1_PM,81.3,616.3,58.2,7.23\ncell-260,south_cluster,E2_KPM,23.8,502.5,23.4,26.74\ncell-260,south_cluster,O1_PM,43.2,216.9,32.8,16.27\ncell-298,hospital_zone,E2_KPM,68.4,595.3,49.8,17.79\ncell-298,hospital_zone,O1_PM,22.4,126.8,20.1,16.04\ncell-307,north_cluster,O1_PM,35.5,103.8,31.7,10.63\ncell-307,north_cluster,E2_KPM,68.6,634.4,43.2,16.06\ncell-313,north_cluster,O1_PM,37.4,354.4,28.9,22.44\ncell-313,north_cluster,E2_KPM,57.8,369.0,45.8,8.02\ncell-347,south_cluster,O1_PM,48.8,521.0,32.7,6.14\ncell-347,south_cluster,E2_KPM,17.4,267.3,18.1,28.67\ncell-387,hospital_zone,O1_PM,43.9,382.2,31.1,20.82\ncell-387,hospital_zone,E2_KPM,75.8,170.1,52.2,31.31\ncell-404,south_cluster,O1_PM,43.5,544.3,33.6,7.32\ncell-404,south_cluster,E2_KPM,51.1,58.9,35.3,31.01\ncell-425,north_cluster,E2_KPM,80.6,480.0,52.0,23.49\ncell-425,north_cluster,O1_PM,34.2,408.0,31.8,29.67\ncell-551,hospital_zone,E2_KPM,38.4,94.8,26.6,13.25\ncell-551,hospital_zone,O1_PM,28.8,613.6,20.5,25.02\ncell-559,stadium,E2_KPM,28.8,87.2,29.1,16.19\ncell-559,stadium,O1_PM,43.0,193.9,31.2,17.63\ncell-583,stadium,E2_KPM,35.3,288.6,26.4,14.86\ncell-583,stadium,O1_PM,25.9,449.9,30.1,0.69\ncell-617,south_cluster,O1_PM,76.3,379.4,47.5,10.94\ncell-617,south_cluster,E2_KPM,89.6,106.2,60.0,22.35\ncell-654,stadium,E2_KPM,58.5,528.0,42.8,16.20\ncell-654,stadium,O1_PM,32.5,83.9,31.9,32.63\ncell-711,south_cluster,O1_PM,48.4,329.2,32.8,32.52\ncell-711,south_cluster,E2_KPM,41.5,185.5,28.1,25.17\ncell-724,hospital_zone,E2_KPM,48.9,535.1,31.8,8.07\ncell-724,hospital_zone,O1_PM,22.9,125.8,22.4,11.15\ncell-728,stadium,O1_PM,40.6,395.2,34.1,16.78\ncell-728,stadium,E2_KPM,71.1,250.6,47.2,27.65\ncell-748,north_cluster,E2_KPM,24.0,79.3,29.8,1.34\ncell-748,north_cluster,O1_PM,46.1,578.6,39.7,13.93\ncell-755,stadium,O1_PM,30.2,388.8,26.9,28.83\ncell-755,stadium,E2_KPM,38.9,178.9,28.8,15.55\ncell-807,north_cluster,O1_PM,54.7,108.6,37.3,30.26\ncell-807,north_cluster,E2_KPM,30.6,340.6,28.9,33.76\ncell-925,stadium,O1_PM,29.2,308.7,24.4,11.15\ncell-925,stadium,E2_KPM,22.3,217.4,27.3,5.51\n", "truth": {"action": "relax_edge", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1bd902ef51c076c7d7d8d3c8d95bbe70f09bc5c5656cc38043fa2705a7b9ff50", "telemetry_sha256": "d0e57f9046bea376305a1e81fd13d3df49a635badaad28210f685bdf17b8471f", "tokens_cl100k": {"telemetry": 1152, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-617", "edge_ue_thr_mbps": "cell-748"}, "decoy_cell": "cell-583", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0205", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey all, let's elevate scheduling priority for consumer video streaming to the critical tier, which is our highest priority level, across whatever cells are currently showing the highest congestion. Keep this active for the next sixty minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-26T17:02:02Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,south_cluster,E2_KPM,77.8,443.3,49.8,26.63\ncell-123,south_cluster,O1_PM,35.0,193.5,24.5,33.20\ncell-132,stadium,E2_KPM,38.0,247.3,28.4,1.02\ncell-132,stadium,O1_PM,57.3,375.2,37.1,21.61\ncell-136,hospital_zone,E2_KPM,29.6,248.5,25.5,5.59\ncell-136,hospital_zone,O1_PM,57.9,461.3,38.4,23.15\ncell-203,hospital_zone,O1_PM,70.8,122.4,50.3,14.12\ncell-203,hospital_zone,E2_KPM,41.6,496.6,35.6,18.28\ncell-227,south_cluster,O1_PM,97.3,392.8,34.7,25.97\ncell-227,south_cluster,E2_KPM,64.4,415.9,39.6,5.22\ncell-240,south_cluster,E2_KPM,85.1,317.5,56.5,6.71\ncell-240,south_cluster,O1_PM,52.5,256.1,34.2,14.47\ncell-242,south_cluster,E2_KPM,48.0,429.2,31.5,19.07\ncell-242,south_cluster,O1_PM,50.8,416.5,37.4,33.87\ncell-276,stadium,O1_PM,66.0,567.6,47.6,31.43\ncell-276,stadium,E2_KPM,35.6,373.3,35.1,30.98\ncell-296,stadium,E2_KPM,58.5,386.7,38.8,21.51\ncell-296,stadium,O1_PM,57.6,479.5,42.3,27.71\ncell-365,stadium,O1_PM,66.5,63.2,43.4,21.05\ncell-365,stadium,E2_KPM,50.0,259.1,34.1,19.06\ncell-563,north_cluster,E2_KPM,69.6,355.3,48.5,28.22\ncell-563,north_cluster,O1_PM,35.2,254.8,29.0,27.28\ncell-709,south_cluster,E2_KPM,81.5,240.4,52.5,7.87\ncell-709,south_cluster,O1_PM,46.7,572.5,36.1,8.63\ncell-713,north_cluster,E2_KPM,57.0,637.9,38.6,28.36\ncell-713,north_cluster,O1_PM,57.5,190.3,45.5,27.14\ncell-725,north_cluster,O1_PM,49.5,215.0,33.1,14.56\ncell-725,north_cluster,E2_KPM,87.5,149.0,51.2,32.64\ncell-804,hospital_zone,O1_PM,69.5,132.3,42.9,17.94\ncell-804,hospital_zone,E2_KPM,73.9,82.7,45.1,20.83\ncell-813,north_cluster,O1_PM,87.0,531.5,52.4,13.28\ncell-813,north_cluster,E2_KPM,30.0,212.5,28.4,27.68\ncell-843,stadium,O1_PM,57.9,42.5,39.6,22.84\ncell-843,stadium,E2_KPM,21.7,635.8,26.4,18.12\ncell-863,stadium,O1_PM,63.8,569.7,41.8,18.92\ncell-863,stadium,E2_KPM,37.5,626.8,32.7,7.42\ncell-951,north_cluster,O1_PM,74.9,345.2,50.3,18.67\ncell-951,north_cluster,E2_KPM,33.8,397.3,23.8,12.96\ncell-991,hospital_zone,E2_KPM,95.7,71.0,59.4,5.95\ncell-991,hospital_zone,O1_PM,51.2,342.6,41.2,17.04\ncell-994,hospital_zone,O1_PM,55.8,492.7,37.7,11.78\ncell-994,hospital_zone,E2_KPM,79.3,613.9,46.0,19.89\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 2, "is_replacement": false, "prompt_sha256": "df421421e7e5d73d603ff2be7e797c1513bc2b5f3c5d37cd044666f47ff55b45", "telemetry_sha256": "661c898a63e4f6d4699ad6312a6a18deed7fab10186d9e94f58744712ced3462", "tokens_cl100k": {"telemetry": 1152, "text": 43}, "extreme_cells": {"prb_util_pct": "cell-991", "edge_ue_thr_mbps": "cell-132"}, "decoy_cell": "cell-227", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0206", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics agrees that scheduling queue precedence for low-speed telemetry and sensor reports shall be set to low priority across the north cluster for the remainder of the current event.", "telemetry": "KPM telemetry snapshot at 2026-10-18T12:38:51Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-202,north_cluster,O1_PM,30.5,292.5,24.4,10.24\ncell-202,north_cluster,E2_KPM,19.0,179.9,17.1,20.87\ncell-234,north_cluster,E2_KPM,18.6,406.5,18.5,34.05\ncell-234,north_cluster,O1_PM,22.8,111.5,24.0,14.62\ncell-268,hospital_zone,O1_PM,42.1,513.2,37.4,11.28\ncell-268,hospital_zone,E2_KPM,91.9,405.6,56.9,11.08\ncell-292,south_cluster,O1_PM,71.5,151.3,52.9,33.36\ncell-292,south_cluster,E2_KPM,52.6,344.9,36.5,17.14\ncell-364,south_cluster,E2_KPM,78.2,108.2,54.8,5.23\ncell-364,south_cluster,O1_PM,64.6,366.9,43.9,4.41\ncell-375,hospital_zone,O1_PM,52.5,49.7,37.7,29.55\ncell-375,hospital_zone,E2_KPM,24.6,541.4,22.8,19.54\ncell-389,north_cluster,E2_KPM,27.0,604.3,29.6,29.72\ncell-389,north_cluster,O1_PM,43.4,646.4,32.2,22.02\ncell-397,north_cluster,O1_PM,80.2,611.6,46.5,24.78\ncell-397,north_cluster,E2_KPM,35.4,82.9,27.4,14.83\ncell-429,stadium,O1_PM,33.8,265.9,30.7,8.05\ncell-429,stadium,E2_KPM,28.0,227.6,28.3,30.05\ncell-471,south_cluster,E2_KPM,68.4,54.1,42.4,21.67\ncell-471,south_cluster,O1_PM,67.0,209.6,42.0,5.46\ncell-523,hospital_zone,O1_PM,37.7,314.8,36.3,5.77\ncell-523,hospital_zone,E2_KPM,20.6,469.5,23.7,20.17\ncell-554,stadium,E2_KPM,78.3,606.5,56.2,26.73\ncell-554,stadium,O1_PM,27.4,299.4,23.6,21.53\ncell-587,stadium,O1_PM,74.4,118.1,48.6,23.06\ncell-587,stadium,E2_KPM,24.7,416.9,24.4,1.39\ncell-709,stadium,O1_PM,83.5,100.6,49.7,22.37\ncell-709,stadium,E2_KPM,76.0,533.5,51.0,20.45\ncell-792,south_cluster,E2_KPM,55.9,415.8,41.6,30.66\ncell-792,south_cluster,O1_PM,59.7,387.3,40.4,16.29\ncell-878,south_cluster,O1_PM,64.5,106.8,43.6,32.31\ncell-878,south_cluster,E2_KPM,15.2,234.8,16.0,25.43\ncell-879,stadium,O1_PM,18.2,143.0,19.0,5.59\ncell-879,stadium,E2_KPM,67.0,579.3,50.2,34.35\ncell-909,hospital_zone,O1_PM,62.4,524.6,48.5,32.74\ncell-909,hospital_zone,E2_KPM,34.4,574.1,29.9,20.41\ncell-915,stadium,E2_KPM,69.2,349.4,43.5,6.98\ncell-915,stadium,O1_PM,42.8,489.2,32.3,12.98\ncell-925,north_cluster,E2_KPM,43.1,430.2,37.8,10.50\ncell-925,north_cluster,O1_PM,68.0,561.6,47.3,22.79\ncell-977,hospital_zone,O1_PM,32.1,245.3,22.4,15.41\ncell-977,hospital_zone,E2_KPM,46.6,301.6,32.8,11.00\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "north_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "919be7fb23e862cd1c48fffe9cb361178bc53ffd855b484be9ec1447238f65e4", "telemetry_sha256": "fa9c0eb09ce3eb5432176bce7807bfcde009a0e273e5b41b6cb6de72658a9f0a", "tokens_cl100k": {"telemetry": 1152, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-268", "edge_ue_thr_mbps": "cell-587"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0207", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Restrict automated machinery feedback loop traffic to at most thirty percent of physical transmission resources on cells where fringe subscribers face lowest data throughput until the incident concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-02T20:47:04Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-147,north_cluster,E2_KPM,24.0,116.4,27.1,15.99\ncell-147,north_cluster,O1_PM,64.6,490.0,45.2,34.55\ncell-191,north_cluster,O1_PM,36.1,66.2,25.0,33.46\ncell-191,north_cluster,E2_KPM,46.7,608.5,38.8,18.10\ncell-215,hospital_zone,E2_KPM,76.0,585.7,53.6,27.82\ncell-215,hospital_zone,O1_PM,19.9,493.8,25.7,18.47\ncell-237,south_cluster,O1_PM,44.5,603.8,33.3,12.24\ncell-237,south_cluster,E2_KPM,17.7,590.5,23.7,10.51\ncell-321,stadium,O1_PM,67.4,227.4,40.0,18.96\ncell-321,stadium,E2_KPM,56.4,333.4,39.9,23.15\ncell-325,south_cluster,O1_PM,42.1,549.8,28.7,30.02\ncell-325,south_cluster,E2_KPM,52.9,557.3,42.9,31.89\ncell-375,north_cluster,E2_KPM,81.2,209.8,48.8,28.31\ncell-375,north_cluster,O1_PM,79.4,239.9,48.3,5.57\ncell-450,hospital_zone,O1_PM,65.5,649.8,47.5,6.26\ncell-450,hospital_zone,E2_KPM,51.5,616.2,38.0,32.87\ncell-465,south_cluster,E2_KPM,25.3,243.3,22.5,0.67\ncell-465,south_cluster,O1_PM,72.3,126.2,51.6,27.23\ncell-475,stadium,O1_PM,18.4,95.8,15.3,6.72\ncell-475,stadium,E2_KPM,19.6,640.1,25.3,11.26\ncell-482,hospital_zone,O1_PM,32.3,535.8,33.6,17.83\ncell-482,hospital_zone,E2_KPM,39.1,45.2,30.9,17.72\ncell-542,south_cluster,E2_KPM,28.0,243.8,22.8,29.80\ncell-542,south_cluster,O1_PM,68.7,354.0,47.3,27.53\ncell-543,hospital_zone,O1_PM,25.6,482.4,30.4,9.23\ncell-543,hospital_zone,E2_KPM,22.6,43.1,24.5,13.55\ncell-658,hospital_zone,O1_PM,56.4,102.2,35.8,0.07\ncell-658,hospital_zone,E2_KPM,24.2,549.2,26.4,34.49\ncell-661,stadium,O1_PM,39.5,227.8,34.9,31.56\ncell-661,stadium,E2_KPM,18.5,123.5,16.3,20.91\ncell-717,stadium,E2_KPM,66.2,425.5,46.4,22.43\ncell-717,stadium,O1_PM,55.9,45.5,37.7,25.91\ncell-719,south_cluster,O1_PM,33.1,595.1,33.1,9.64\ncell-719,south_cluster,E2_KPM,71.6,646.9,46.7,33.00\ncell-773,stadium,O1_PM,66.3,357.4,46.1,21.79\ncell-773,stadium,E2_KPM,91.1,51.7,55.7,18.94\ncell-856,south_cluster,E2_KPM,82.2,588.1,51.5,20.83\ncell-856,south_cluster,O1_PM,22.8,591.2,22.9,21.44\ncell-914,north_cluster,O1_PM,47.8,395.2,40.6,23.90\ncell-914,north_cluster,E2_KPM,79.7,78.5,51.1,30.86\ncell-924,north_cluster,E2_KPM,43.4,374.0,27.9,20.78\ncell-924,north_cluster,O1_PM,17.4,485.8,20.4,20.59\n", "truth": {"action": "cap_share", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7b77d1c9e9a95b4808db1ddf30992f9f3d7b867068647a18fa3c711f4aaf268d", "telemetry_sha256": "fd72d795eddd0248dfc656f0162582bb0c99911ae41102f51709d43e91840e74", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-773", "edge_ue_thr_mbps": "cell-465"}, "decoy_cell": "cell-658", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0208", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Assistant, cancel overrides and revert our bulk analytics upload flows back to default handling across the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-01T08:08:32Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-135,stadium,E2_KPM,84.9,200.5,60.0,18.70\ncell-135,stadium,O1_PM,58.7,286.2,37.0,20.71\ncell-136,hospital_zone,O1_PM,66.6,514.4,49.8,20.65\ncell-136,hospital_zone,E2_KPM,45.7,586.8,31.4,19.75\ncell-138,stadium,E2_KPM,93.9,376.9,53.0,9.10\ncell-138,stadium,O1_PM,21.8,450.8,24.8,25.41\ncell-159,stadium,O1_PM,25.5,594.7,26.4,5.12\ncell-159,stadium,E2_KPM,26.9,451.0,21.6,8.16\ncell-188,south_cluster,E2_KPM,62.5,89.1,37.7,27.48\ncell-188,south_cluster,O1_PM,79.7,497.3,46.1,23.51\ncell-217,hospital_zone,O1_PM,61.7,115.9,43.1,4.38\ncell-217,hospital_zone,E2_KPM,62.4,169.1,45.1,7.79\ncell-326,north_cluster,E2_KPM,48.4,50.2,41.3,32.87\ncell-326,north_cluster,O1_PM,22.4,555.2,25.1,7.53\ncell-351,north_cluster,O1_PM,60.3,444.4,38.1,8.94\ncell-351,north_cluster,E2_KPM,73.1,65.1,49.2,33.14\ncell-387,stadium,E2_KPM,31.1,213.6,30.5,28.97\ncell-387,stadium,O1_PM,25.2,415.6,25.5,7.48\ncell-453,south_cluster,O1_PM,33.0,449.3,26.5,21.57\ncell-453,south_cluster,E2_KPM,75.8,71.4,46.3,15.31\ncell-481,hospital_zone,O1_PM,50.7,281.5,40.9,19.90\ncell-481,hospital_zone,E2_KPM,24.2,307.5,22.1,13.78\ncell-536,south_cluster,E2_KPM,82.8,529.0,55.3,1.04\ncell-536,south_cluster,O1_PM,20.7,581.0,26.4,9.94\ncell-548,stadium,O1_PM,45.1,628.5,34.8,14.04\ncell-548,stadium,E2_KPM,28.2,588.6,20.7,18.80\ncell-696,hospital_zone,E2_KPM,41.0,218.7,37.2,8.77\ncell-696,hospital_zone,O1_PM,79.4,465.9,49.2,14.70\ncell-708,south_cluster,O1_PM,55.2,186.3,40.6,4.93\ncell-708,south_cluster,E2_KPM,80.2,532.2,55.3,22.84\ncell-794,south_cluster,E2_KPM,77.1,477.1,55.9,27.98\ncell-794,south_cluster,O1_PM,31.9,448.7,26.5,28.30\ncell-828,north_cluster,E2_KPM,51.9,393.8,40.3,17.98\ncell-828,north_cluster,O1_PM,75.4,394.1,53.7,6.98\ncell-843,north_cluster,O1_PM,38.3,496.6,37.1,12.80\ncell-843,north_cluster,E2_KPM,57.7,515.4,37.6,29.34\ncell-886,hospital_zone,E2_KPM,78.2,374.3,49.3,15.37\ncell-886,hospital_zone,O1_PM,19.7,611.3,22.0,22.55\ncell-938,hospital_zone,O1_PM,24.8,539.2,28.9,34.50\ncell-938,hospital_zone,E2_KPM,61.4,616.2,45.5,9.41\ncell-966,north_cluster,E2_KPM,39.8,299.0,31.8,26.23\ncell-966,north_cluster,O1_PM,50.0,59.0,35.4,7.07\n", "truth": {"action": "revert_default", "class": "analytics_offload", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8a197e11e5cfe09237377eafc47d6b0ef127d618cc21ede100b0b4287e8bee85", "telemetry_sha256": "3823e151dbb6dd8222c32c65c0e729b7668f64635a2e7beb8de2cdb01155b8f7", "tokens_cl100k": {"telemetry": 1154, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-138", "edge_ue_thr_mbps": "cell-536"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0209", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello Operations Team,\n\nPlease enforce a packet latency objective of 10 ms for general best-effort internet traffic across all base stations enduring peak congestion until revoked.\n\nBest regards,\nNetwork Operations", "telemetry": "KPM telemetry snapshot at 2026-10-24T10:20:18Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,stadium,E2_KPM,26.3,273.6,20.8,28.96\ncell-111,stadium,O1_PM,60.2,454.4,38.3,20.48\ncell-229,hospital_zone,O1_PM,44.2,553.8,36.4,18.74\ncell-229,hospital_zone,E2_KPM,65.9,507.7,48.6,17.91\ncell-230,hospital_zone,E2_KPM,15.0,132.1,18.4,12.17\ncell-230,hospital_zone,O1_PM,65.4,211.8,44.1,32.68\ncell-263,stadium,E2_KPM,73.5,312.9,45.4,14.36\ncell-263,stadium,O1_PM,68.0,201.4,41.9,5.93\ncell-272,stadium,E2_KPM,33.4,169.1,31.5,8.73\ncell-272,stadium,O1_PM,48.5,455.9,35.8,9.03\ncell-303,south_cluster,E2_KPM,69.6,451.4,46.9,4.87\ncell-303,south_cluster,O1_PM,60.8,114.2,43.8,28.02\ncell-396,north_cluster,E2_KPM,33.0,165.5,24.4,23.69\ncell-396,north_cluster,O1_PM,32.8,385.9,29.7,17.69\ncell-410,south_cluster,O1_PM,70.0,629.3,44.4,29.14\ncell-410,south_cluster,E2_KPM,21.7,237.9,21.3,25.62\ncell-450,stadium,O1_PM,61.7,500.5,46.7,26.82\ncell-450,stadium,E2_KPM,48.9,464.5,39.5,5.45\ncell-473,stadium,O1_PM,22.3,247.2,25.1,27.86\ncell-473,stadium,E2_KPM,54.8,467.2,41.7,12.18\ncell-537,south_cluster,E2_KPM,19.0,610.9,23.6,17.44\ncell-537,south_cluster,O1_PM,17.1,149.7,24.1,15.46\ncell-576,north_cluster,O1_PM,46.5,624.9,35.8,22.20\ncell-576,north_cluster,E2_KPM,35.7,409.6,24.2,1.63\ncell-611,north_cluster,E2_KPM,41.1,96.1,29.1,30.41\ncell-611,north_cluster,O1_PM,59.5,332.8,41.6,15.74\ncell-635,hospital_zone,E2_KPM,76.5,124.5,53.7,20.14\ncell-635,hospital_zone,O1_PM,72.3,386.4,48.4,21.49\ncell-719,north_cluster,E2_KPM,57.7,579.9,45.5,8.81\ncell-719,north_cluster,O1_PM,72.1,52.1,50.9,7.61\ncell-822,hospital_zone,O1_PM,90.7,160.8,39.0,24.56\ncell-822,hospital_zone,E2_KPM,62.7,413.5,49.2,20.58\ncell-882,south_cluster,E2_KPM,20.7,419.5,23.1,10.68\ncell-882,south_cluster,O1_PM,76.0,536.6,44.0,30.98\ncell-883,hospital_zone,O1_PM,42.6,365.7,27.8,9.66\ncell-883,hospital_zone,E2_KPM,41.4,300.8,36.6,31.75\ncell-884,hospital_zone,E2_KPM,39.5,602.8,28.5,18.57\ncell-884,hospital_zone,O1_PM,32.3,518.9,25.9,25.40\ncell-898,north_cluster,O1_PM,24.1,420.1,25.2,11.32\ncell-898,north_cluster,E2_KPM,25.5,170.4,28.0,4.87\ncell-936,south_cluster,O1_PM,20.8,376.6,17.7,12.16\ncell-936,south_cluster,E2_KPM,87.6,119.0,51.6,7.57\n", "truth": {"action": "set_latency_target", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "10", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "6a314ea81c572f4549fa7dc9162a10939e3feb811cb8b436d5fbf96a847ec496", "telemetry_sha256": "4db532cc6a2af278f1ae35e7df681b695ef6221e77ed79c5ed081de42d1f0a02", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-936", "edge_ue_thr_mbps": "cell-576"}, "decoy_cell": "cell-822", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0210", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Ticket opened by Lumen Media: Reduce consumer streaming video down to normal priority across the south cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T12:19:40Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,E2_KPM,30.6,307.0,29.1,1.67\ncell-108,hospital_zone,O1_PM,48.7,596.4,40.6,9.88\ncell-208,north_cluster,O1_PM,72.1,635.7,43.8,26.99\ncell-208,north_cluster,E2_KPM,49.7,427.7,39.1,13.46\ncell-239,hospital_zone,O1_PM,58.2,183.5,43.4,22.40\ncell-239,hospital_zone,E2_KPM,81.3,144.2,49.9,26.17\ncell-323,south_cluster,E2_KPM,38.1,119.5,31.5,5.71\ncell-323,south_cluster,O1_PM,71.9,466.8,53.5,14.99\ncell-344,north_cluster,E2_KPM,91.7,292.0,60.5,17.08\ncell-344,north_cluster,O1_PM,83.6,353.8,50.3,19.76\ncell-361,stadium,E2_KPM,72.9,621.5,48.1,23.58\ncell-361,stadium,O1_PM,33.3,276.9,23.0,21.32\ncell-364,stadium,O1_PM,17.8,183.0,22.3,16.91\ncell-364,stadium,E2_KPM,61.6,60.1,37.7,24.50\ncell-394,hospital_zone,E2_KPM,31.3,198.9,24.4,20.24\ncell-394,hospital_zone,O1_PM,74.8,397.7,43.6,8.31\ncell-508,south_cluster,O1_PM,69.8,507.9,42.0,22.71\ncell-508,south_cluster,E2_KPM,24.7,122.2,20.8,24.79\ncell-536,stadium,O1_PM,52.1,495.3,40.9,34.35\ncell-536,stadium,E2_KPM,70.5,436.5,42.0,19.95\ncell-620,south_cluster,E2_KPM,80.6,68.1,54.9,28.35\ncell-620,south_cluster,O1_PM,50.4,53.6,41.6,30.60\ncell-659,south_cluster,O1_PM,26.3,377.6,24.4,25.75\ncell-659,south_cluster,E2_KPM,59.8,609.7,46.7,12.01\ncell-672,south_cluster,O1_PM,16.0,73.2,25.9,24.94\ncell-672,south_cluster,E2_KPM,52.1,291.2,39.7,25.20\ncell-696,hospital_zone,E2_KPM,40.3,172.0,33.6,9.12\ncell-696,hospital_zone,O1_PM,93.3,254.8,31.8,31.21\ncell-738,hospital_zone,O1_PM,42.5,311.9,32.6,18.15\ncell-738,hospital_zone,E2_KPM,58.5,520.2,44.5,21.20\ncell-745,south_cluster,E2_KPM,40.8,340.8,36.3,26.88\ncell-745,south_cluster,O1_PM,82.3,231.2,56.2,12.81\ncell-872,stadium,E2_KPM,33.0,638.7,24.1,25.22\ncell-872,stadium,O1_PM,34.6,604.0,24.6,11.66\ncell-882,stadium,E2_KPM,52.4,483.9,41.2,23.75\ncell-882,stadium,O1_PM,27.5,454.3,22.7,30.48\ncell-903,north_cluster,O1_PM,40.5,283.4,26.9,30.53\ncell-903,north_cluster,E2_KPM,21.7,143.2,17.8,11.97\ncell-904,north_cluster,O1_PM,28.6,48.2,24.8,6.67\ncell-904,north_cluster,E2_KPM,48.2,298.0,34.8,33.97\ncell-977,north_cluster,E2_KPM,34.3,331.7,25.1,5.57\ncell-977,north_cluster,O1_PM,38.2,242.7,32.8,13.16\n", "truth": {"action": "deprioritise", "class": "video_streaming", "scope": "south_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ea6b28ab5860d5006bdf8fe279aaa9a5c0c05d18a4e67591f790ab153f6b7aae", "telemetry_sha256": "8a7fccb08f03a0d79a75688fe06e70114840949b60c547fd4837b2072e6bdddd", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-344", "edge_ue_thr_mbps": "cell-108"}, "decoy_cell": "cell-696"}}
+{"case_id": "ranintent_v1_test_0211", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "NOC channel: Lumen Media requests enforcing a maximum delay threshold of 20 ms for immersive XR and gaming streams on cells where edge users face lowest data rates until the ongoing incident resolves.", "telemetry": "KPM telemetry snapshot at 2026-10-06T14:26:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-146,stadium,O1_PM,28.3,596.7,21.3,24.94\ncell-146,stadium,E2_KPM,81.0,202.2,50.2,8.27\ncell-213,south_cluster,O1_PM,41.4,323.7,29.7,8.16\ncell-213,south_cluster,E2_KPM,65.7,197.6,44.8,31.72\ncell-237,stadium,O1_PM,23.9,41.8,26.8,12.62\ncell-237,stadium,E2_KPM,53.0,460.0,42.2,29.27\ncell-271,hospital_zone,E2_KPM,62.0,454.3,45.0,18.12\ncell-271,hospital_zone,O1_PM,70.8,575.4,46.5,13.18\ncell-297,hospital_zone,O1_PM,69.4,134.5,47.0,28.13\ncell-297,hospital_zone,E2_KPM,23.3,448.0,27.0,20.36\ncell-325,north_cluster,O1_PM,16.8,85.9,25.2,32.50\ncell-325,north_cluster,E2_KPM,93.5,108.6,56.9,22.70\ncell-399,south_cluster,E2_KPM,55.7,413.6,39.9,0.72\ncell-399,south_cluster,O1_PM,42.9,592.3,36.5,9.39\ncell-402,north_cluster,E2_KPM,47.8,637.8,38.0,20.07\ncell-402,north_cluster,O1_PM,34.7,249.9,32.5,8.97\ncell-419,south_cluster,E2_KPM,80.0,459.0,57.9,21.17\ncell-419,south_cluster,O1_PM,18.6,298.1,19.5,27.99\ncell-674,stadium,E2_KPM,16.5,160.3,23.0,14.61\ncell-674,stadium,O1_PM,41.9,434.3,37.9,15.81\ncell-675,hospital_zone,O1_PM,82.9,255.4,50.5,28.59\ncell-675,hospital_zone,E2_KPM,45.7,610.8,39.0,11.12\ncell-676,north_cluster,E2_KPM,68.0,269.4,43.5,7.50\ncell-676,north_cluster,O1_PM,29.3,473.5,30.0,4.76\ncell-677,south_cluster,E2_KPM,79.1,532.2,54.6,5.44\ncell-677,south_cluster,O1_PM,79.5,594.2,49.5,19.61\ncell-698,hospital_zone,E2_KPM,41.2,542.1,38.1,27.34\ncell-698,hospital_zone,O1_PM,69.6,532.5,51.3,13.80\ncell-711,south_cluster,E2_KPM,83.6,181.4,47.9,27.49\ncell-711,south_cluster,O1_PM,17.9,174.6,16.4,4.34\ncell-719,north_cluster,O1_PM,39.0,622.5,27.2,33.11\ncell-719,north_cluster,E2_KPM,33.3,242.5,29.2,31.55\ncell-727,hospital_zone,E2_KPM,76.5,426.7,53.4,8.67\ncell-727,hospital_zone,O1_PM,59.7,189.8,46.4,23.03\ncell-790,hospital_zone,E2_KPM,38.7,459.3,35.9,22.75\ncell-790,hospital_zone,O1_PM,30.3,189.4,22.7,13.91\ncell-796,north_cluster,O1_PM,70.2,242.1,41.9,30.05\ncell-796,north_cluster,E2_KPM,53.0,400.8,34.5,14.12\ncell-872,stadium,E2_KPM,71.4,626.6,48.4,31.96\ncell-872,stadium,O1_PM,23.5,512.3,25.1,32.96\ncell-897,stadium,E2_KPM,56.9,478.9,39.9,11.14\ncell-897,stadium,O1_PM,45.4,176.4,29.6,10.54\n", "truth": {"action": "set_latency_target", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "20", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "aecf862c1b594813f63a7932760ee87f858adbbe32fecd7c449e8104c935fea1", "telemetry_sha256": "1fc9a80e6d1ff69bb754e77faea1f605ea6f97847354a58179588f7df0922d24", "tokens_cl100k": {"telemetry": 1154, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-325", "edge_ue_thr_mbps": "cell-399"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0212", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety Agency authorizes the network operator to downgrade streaming feeds from emergency bodycams and ambulances to low scheduling status throughout the stadium cluster for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-10T11:13:04Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-242,hospital_zone,E2_KPM,48.8,206.1,33.8,9.50\ncell-242,hospital_zone,O1_PM,75.1,300.9,50.5,13.74\ncell-296,south_cluster,O1_PM,18.6,429.9,25.9,25.82\ncell-296,south_cluster,E2_KPM,40.3,85.5,26.6,9.89\ncell-318,stadium,E2_KPM,24.4,345.8,25.7,11.92\ncell-318,stadium,O1_PM,62.0,182.4,42.3,4.86\ncell-321,north_cluster,E2_KPM,35.9,110.3,26.7,11.51\ncell-321,north_cluster,O1_PM,38.6,559.5,28.9,19.70\ncell-403,stadium,O1_PM,35.7,413.6,26.5,7.79\ncell-403,stadium,E2_KPM,32.7,517.4,29.2,10.39\ncell-426,north_cluster,O1_PM,37.9,211.9,28.4,24.66\ncell-426,north_cluster,E2_KPM,46.4,594.5,30.3,20.01\ncell-452,hospital_zone,O1_PM,98.0,386.1,29.6,30.66\ncell-452,hospital_zone,E2_KPM,74.9,506.9,50.1,18.48\ncell-492,south_cluster,E2_KPM,37.9,357.1,27.8,14.13\ncell-492,south_cluster,O1_PM,54.4,162.5,42.3,23.78\ncell-519,south_cluster,O1_PM,75.0,491.7,55.0,4.81\ncell-519,south_cluster,E2_KPM,96.0,647.5,62.1,16.45\ncell-543,north_cluster,O1_PM,37.5,486.5,24.8,30.04\ncell-543,north_cluster,E2_KPM,73.5,510.2,51.1,15.14\ncell-544,stadium,E2_KPM,17.8,286.9,25.3,12.66\ncell-544,stadium,O1_PM,62.0,271.1,40.7,9.58\ncell-600,hospital_zone,O1_PM,77.5,402.4,51.5,6.97\ncell-600,hospital_zone,E2_KPM,25.5,212.3,23.3,22.82\ncell-627,hospital_zone,E2_KPM,39.1,469.0,32.5,33.24\ncell-627,hospital_zone,O1_PM,32.5,508.9,27.7,18.84\ncell-636,south_cluster,E2_KPM,42.6,441.3,31.0,17.92\ncell-636,south_cluster,O1_PM,45.3,629.6,39.1,22.45\ncell-674,south_cluster,O1_PM,50.4,557.3,36.5,31.60\ncell-674,south_cluster,E2_KPM,28.0,159.8,23.9,19.94\ncell-730,stadium,E2_KPM,31.6,155.5,31.5,1.09\ncell-730,stadium,O1_PM,56.8,441.0,43.2,12.27\ncell-794,north_cluster,O1_PM,22.9,641.1,27.2,6.71\ncell-794,north_cluster,E2_KPM,83.4,400.2,52.2,33.67\ncell-796,north_cluster,O1_PM,18.0,236.7,20.5,23.28\ncell-796,north_cluster,E2_KPM,19.2,384.7,20.4,18.51\ncell-888,south_cluster,E2_KPM,47.9,364.6,41.7,21.57\ncell-888,south_cluster,O1_PM,59.6,415.5,47.5,10.65\ncell-896,stadium,O1_PM,64.7,94.8,49.6,6.75\ncell-896,stadium,E2_KPM,49.4,635.0,31.8,31.84\ncell-956,hospital_zone,E2_KPM,30.0,364.7,32.2,34.33\ncell-956,hospital_zone,O1_PM,76.6,513.6,48.0,8.70\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "stadium", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8493bc6a93a0089b1ac75d77073cf4d525d6fcbf021819e9bbc0ad9ca499bb93", "telemetry_sha256": "079a60f6095ec0abf2c073ffa1cb532b18f54281fe3fe85d2bf224dad372cac7", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-519", "edge_ue_thr_mbps": "cell-730"}, "decoy_cell": "cell-452"}}
+{"case_id": "ranintent_v1_test_0213", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Demote tactical first responder speech services to normal priority in the north cluster until countermanded.", "telemetry": "KPM telemetry snapshot at 2026-10-28T18:07:37Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-127,hospital_zone,O1_PM,72.5,123.8,52.7,18.27\ncell-127,hospital_zone,E2_KPM,76.0,102.6,46.9,17.60\ncell-199,hospital_zone,E2_KPM,40.1,363.6,29.3,26.23\ncell-199,hospital_zone,O1_PM,43.2,452.5,35.0,30.61\ncell-273,north_cluster,O1_PM,16.1,355.9,23.6,16.21\ncell-273,north_cluster,E2_KPM,32.5,269.0,32.7,30.24\ncell-376,hospital_zone,E2_KPM,61.4,230.7,46.0,24.46\ncell-376,hospital_zone,O1_PM,47.6,569.9,32.0,14.42\ncell-447,stadium,E2_KPM,29.7,100.6,22.4,12.82\ncell-447,stadium,O1_PM,67.9,82.1,43.1,26.61\ncell-478,south_cluster,O1_PM,80.5,270.8,48.8,23.84\ncell-478,south_cluster,E2_KPM,43.1,562.3,28.1,30.00\ncell-523,north_cluster,E2_KPM,56.7,563.1,35.3,7.72\ncell-523,north_cluster,O1_PM,28.0,259.9,26.0,5.63\ncell-600,hospital_zone,O1_PM,63.2,204.4,42.9,31.50\ncell-600,hospital_zone,E2_KPM,20.7,473.2,21.7,12.67\ncell-656,north_cluster,O1_PM,55.5,541.3,39.2,31.04\ncell-656,north_cluster,E2_KPM,55.1,252.9,36.7,30.67\ncell-675,stadium,O1_PM,75.6,640.7,52.9,15.80\ncell-675,stadium,E2_KPM,56.7,442.7,38.2,30.85\ncell-696,south_cluster,E2_KPM,61.6,343.4,43.5,11.16\ncell-696,south_cluster,O1_PM,71.1,375.4,49.1,25.34\ncell-705,south_cluster,E2_KPM,77.3,241.1,45.1,14.24\ncell-705,south_cluster,O1_PM,36.8,128.3,24.9,10.53\ncell-746,south_cluster,E2_KPM,93.6,89.4,58.4,7.97\ncell-746,south_cluster,O1_PM,40.1,162.4,32.0,4.84\ncell-795,stadium,O1_PM,35.6,224.8,35.2,33.02\ncell-795,stadium,E2_KPM,24.2,206.0,22.3,29.37\ncell-810,stadium,E2_KPM,35.1,403.2,27.2,29.99\ncell-810,stadium,O1_PM,95.7,393.3,51.6,32.01\ncell-822,stadium,O1_PM,56.0,234.3,35.8,19.33\ncell-822,stadium,E2_KPM,18.8,513.7,27.0,1.76\ncell-881,hospital_zone,E2_KPM,59.1,398.2,39.3,5.68\ncell-881,hospital_zone,O1_PM,32.9,127.4,33.9,15.85\ncell-902,stadium,O1_PM,57.2,533.8,45.6,30.21\ncell-902,stadium,E2_KPM,31.0,436.7,24.7,13.41\ncell-905,south_cluster,O1_PM,15.9,161.8,22.6,24.31\ncell-905,south_cluster,E2_KPM,42.4,104.2,32.2,11.99\ncell-954,north_cluster,E2_KPM,19.2,110.9,16.7,29.65\ncell-954,north_cluster,O1_PM,25.6,212.0,20.4,9.10\ncell-986,north_cluster,E2_KPM,23.5,213.8,27.8,26.14\ncell-986,north_cluster,O1_PM,41.5,514.9,38.6,25.63\n", "truth": {"action": "deprioritise", "class": "mission_voice", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "6039f43d229f8d7f0e06daba306d2d4e8ce3a12a759bece6f212ba8cc3c4ad34", "telemetry_sha256": "3b9b0c47f4c4c5b28b3ab94a55d202774f61ca34ecafb8f6ee9f67bab2926def", "tokens_cl100k": {"telemetry": 1152, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-746", "edge_ue_thr_mbps": "cell-822"}, "decoy_cell": "cell-810"}}
+{"case_id": "ranintent_v1_test_0214", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, clear past overrides and restore first responder voice talkgroups to default profile across the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-01T17:38:17Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,O1_PM,61.0,565.5,37.9,9.65\ncell-109,stadium,E2_KPM,48.2,409.9,39.9,19.63\ncell-143,hospital_zone,E2_KPM,65.3,478.5,49.9,8.33\ncell-143,hospital_zone,O1_PM,72.9,92.7,46.8,25.67\ncell-214,north_cluster,O1_PM,62.0,374.0,47.2,33.64\ncell-214,north_cluster,E2_KPM,20.2,153.4,20.9,1.75\ncell-282,stadium,O1_PM,53.9,116.0,40.1,8.09\ncell-282,stadium,E2_KPM,16.3,104.0,19.0,21.20\ncell-316,stadium,E2_KPM,54.0,88.6,41.6,25.48\ncell-316,stadium,O1_PM,34.6,48.8,27.8,6.73\ncell-322,stadium,E2_KPM,88.0,298.8,55.0,14.57\ncell-322,stadium,O1_PM,34.7,285.9,31.9,34.94\ncell-383,north_cluster,E2_KPM,73.4,106.8,52.6,7.95\ncell-383,north_cluster,O1_PM,25.1,273.0,19.4,7.50\ncell-389,north_cluster,E2_KPM,71.9,143.4,48.9,21.82\ncell-389,north_cluster,O1_PM,58.1,50.0,42.1,21.41\ncell-444,hospital_zone,O1_PM,55.1,533.5,41.2,16.24\ncell-444,hospital_zone,E2_KPM,70.1,327.5,41.1,22.34\ncell-491,hospital_zone,E2_KPM,71.5,506.1,42.8,9.90\ncell-491,hospital_zone,O1_PM,56.1,283.0,41.5,18.27\ncell-591,hospital_zone,E2_KPM,69.4,193.3,48.0,7.62\ncell-591,hospital_zone,O1_PM,79.3,468.8,50.6,25.89\ncell-592,hospital_zone,E2_KPM,64.9,152.9,45.4,6.32\ncell-592,hospital_zone,O1_PM,62.6,289.1,44.7,16.95\ncell-613,north_cluster,E2_KPM,58.5,578.9,42.8,32.70\ncell-613,north_cluster,O1_PM,42.0,382.7,32.9,28.91\ncell-699,stadium,E2_KPM,45.2,71.9,33.2,34.85\ncell-699,stadium,O1_PM,62.2,85.6,42.4,8.53\ncell-778,south_cluster,E2_KPM,69.4,248.4,50.2,12.78\ncell-778,south_cluster,O1_PM,22.1,516.0,21.2,13.69\ncell-814,north_cluster,O1_PM,30.3,88.5,25.3,13.89\ncell-814,north_cluster,E2_KPM,77.5,569.9,45.7,23.69\ncell-819,south_cluster,E2_KPM,24.9,542.1,29.1,18.24\ncell-819,south_cluster,O1_PM,62.4,337.6,43.6,22.27\ncell-874,south_cluster,O1_PM,35.4,447.0,31.6,17.89\ncell-874,south_cluster,E2_KPM,22.9,296.6,27.1,12.96\ncell-919,south_cluster,O1_PM,75.6,222.1,49.2,28.78\ncell-919,south_cluster,E2_KPM,72.5,345.6,47.0,6.76\ncell-933,south_cluster,E2_KPM,43.2,280.0,33.0,33.93\ncell-933,south_cluster,O1_PM,46.1,627.3,31.6,22.35\ncell-977,stadium,E2_KPM,47.2,134.0,38.1,12.58\ncell-977,stadium,O1_PM,69.9,142.3,43.2,30.56\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "a72fd580c1b2cc20d4e60e40e1e33bc2798ae9a5d393ddb10b6cc8aace70acda", "telemetry_sha256": "94fd1a339feaa7c2e2662b1762d52fce60292e4564cc1b5f5c31018b8f8668d9", "tokens_cl100k": {"telemetry": 1152, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-322", "edge_ue_thr_mbps": "cell-214"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0215", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Team, please elevate bulk analytics ingestion uploads to high scheduling priority across the north cluster. This elevated priority should remain in place for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-20T15:18:43Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,hospital_zone,O1_PM,57.7,508.2,41.8,22.40\ncell-153,hospital_zone,E2_KPM,48.8,130.3,33.6,30.68\ncell-182,hospital_zone,E2_KPM,30.2,560.8,32.2,20.69\ncell-182,hospital_zone,O1_PM,65.6,491.2,48.3,28.11\ncell-183,hospital_zone,E2_KPM,65.8,319.2,49.8,18.95\ncell-183,hospital_zone,O1_PM,68.0,413.6,41.0,19.67\ncell-238,south_cluster,E2_KPM,35.8,312.5,33.2,28.09\ncell-238,south_cluster,O1_PM,59.0,48.3,43.1,14.65\ncell-256,north_cluster,O1_PM,90.4,417.5,27.7,27.78\ncell-256,north_cluster,E2_KPM,74.0,168.7,48.4,4.64\ncell-266,north_cluster,O1_PM,41.4,395.7,35.9,20.12\ncell-266,north_cluster,E2_KPM,44.2,525.2,30.9,19.72\ncell-325,stadium,O1_PM,44.6,301.3,33.5,31.08\ncell-325,stadium,E2_KPM,33.6,93.7,27.9,33.61\ncell-423,north_cluster,O1_PM,54.4,512.1,37.9,16.53\ncell-423,north_cluster,E2_KPM,40.6,275.5,36.4,0.42\ncell-461,stadium,O1_PM,23.8,69.1,26.4,10.69\ncell-461,stadium,E2_KPM,51.4,74.5,40.5,13.03\ncell-534,north_cluster,O1_PM,48.7,87.3,34.9,20.70\ncell-534,north_cluster,E2_KPM,27.9,409.4,22.4,11.12\ncell-536,south_cluster,E2_KPM,54.3,43.5,37.9,8.84\ncell-536,south_cluster,O1_PM,44.7,359.6,38.5,28.44\ncell-548,hospital_zone,E2_KPM,47.3,268.6,34.9,29.01\ncell-548,hospital_zone,O1_PM,43.0,456.6,34.8,9.55\ncell-575,south_cluster,E2_KPM,19.1,601.0,24.3,31.72\ncell-575,south_cluster,O1_PM,60.6,335.9,47.4,29.44\ncell-642,stadium,E2_KPM,32.7,96.2,30.9,9.18\ncell-642,stadium,O1_PM,34.3,138.7,32.6,30.64\ncell-706,south_cluster,O1_PM,57.1,127.8,39.8,8.27\ncell-706,south_cluster,E2_KPM,73.8,190.2,50.5,10.89\ncell-735,north_cluster,O1_PM,33.3,423.4,25.0,11.29\ncell-735,north_cluster,E2_KPM,36.0,407.4,24.9,30.90\ncell-768,north_cluster,E2_KPM,47.1,320.0,34.9,25.29\ncell-768,north_cluster,O1_PM,53.2,538.0,32.9,16.17\ncell-785,stadium,O1_PM,41.1,456.4,30.7,18.87\ncell-785,stadium,E2_KPM,88.1,209.7,56.3,32.18\ncell-796,south_cluster,O1_PM,22.4,82.8,20.4,5.32\ncell-796,south_cluster,E2_KPM,49.0,555.6,40.0,34.41\ncell-936,hospital_zone,E2_KPM,63.2,203.3,41.5,21.15\ncell-936,hospital_zone,O1_PM,27.3,477.3,22.4,7.94\ncell-954,stadium,O1_PM,46.3,284.6,30.6,31.00\ncell-954,stadium,E2_KPM,47.4,253.5,31.4,29.37\n", "truth": {"action": "prioritise", "class": "analytics_offload", "scope": "north_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "becc1b3d93fc5ea42ab00ce3e2ff0c577b9a5c13e2f88e322fd44615b79208e6", "telemetry_sha256": "a75bda4471b780ee5bb8012ab7be93bbae9c9d2fda7cf4fcc1cb9aa53fdabab7", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-785", "edge_ue_thr_mbps": "cell-423"}, "decoy_cell": "cell-256"}}
+{"case_id": "ranintent_v1_test_0216", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Ticket: Cap first responder voice talkgroup bandwidth at an upper ceiling of 30 percent of resource blocks on heavily loaded cells until this event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-15T07:58:54Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,south_cluster,O1_PM,96.4,166.0,35.6,26.19\ncell-126,south_cluster,E2_KPM,48.1,345.7,36.0,16.68\ncell-187,south_cluster,E2_KPM,58.4,515.4,46.6,16.04\ncell-187,south_cluster,O1_PM,28.0,125.0,24.7,28.97\ncell-209,south_cluster,E2_KPM,34.3,278.3,23.3,0.98\ncell-209,south_cluster,O1_PM,54.7,213.6,33.4,26.59\ncell-313,hospital_zone,E2_KPM,53.1,631.6,39.2,34.25\ncell-313,hospital_zone,O1_PM,78.0,97.9,55.5,17.14\ncell-334,hospital_zone,O1_PM,27.4,166.2,31.1,25.37\ncell-334,hospital_zone,E2_KPM,94.9,442.3,62.0,5.08\ncell-339,north_cluster,O1_PM,50.6,530.7,35.5,9.87\ncell-339,north_cluster,E2_KPM,45.1,223.8,37.6,5.86\ncell-392,stadium,E2_KPM,48.9,429.6,31.8,7.51\ncell-392,stadium,O1_PM,35.6,289.6,32.5,21.09\ncell-411,stadium,O1_PM,83.9,336.5,59.4,33.19\ncell-411,stadium,E2_KPM,58.3,316.8,38.4,12.25\ncell-484,hospital_zone,O1_PM,74.3,336.2,54.5,6.37\ncell-484,hospital_zone,E2_KPM,38.0,76.1,35.2,22.93\ncell-578,north_cluster,O1_PM,83.4,451.8,48.0,18.54\ncell-578,north_cluster,E2_KPM,82.1,405.9,47.9,23.00\ncell-581,hospital_zone,O1_PM,26.8,327.1,27.3,22.86\ncell-581,hospital_zone,E2_KPM,55.1,643.7,34.5,21.62\ncell-637,north_cluster,E2_KPM,53.7,397.2,39.0,7.23\ncell-637,north_cluster,O1_PM,77.4,199.0,51.3,8.54\ncell-647,north_cluster,O1_PM,62.9,513.2,40.8,18.24\ncell-647,north_cluster,E2_KPM,34.0,400.3,23.1,18.61\ncell-671,north_cluster,E2_KPM,70.6,584.4,50.5,11.90\ncell-671,north_cluster,O1_PM,72.8,638.0,43.0,31.14\ncell-799,south_cluster,O1_PM,23.4,401.7,25.6,29.33\ncell-799,south_cluster,E2_KPM,20.3,242.2,23.6,12.00\ncell-815,stadium,E2_KPM,75.1,423.6,50.0,23.38\ncell-815,stadium,O1_PM,41.2,294.9,29.3,27.15\ncell-823,hospital_zone,O1_PM,84.9,631.4,51.4,18.08\ncell-823,hospital_zone,E2_KPM,17.0,379.6,18.5,8.65\ncell-835,south_cluster,E2_KPM,51.7,489.2,33.7,22.33\ncell-835,south_cluster,O1_PM,53.3,472.8,39.3,4.80\ncell-842,hospital_zone,E2_KPM,17.7,323.7,16.4,24.97\ncell-842,hospital_zone,O1_PM,18.2,445.6,18.8,27.52\ncell-880,stadium,O1_PM,32.1,212.7,24.9,14.68\ncell-880,stadium,E2_KPM,23.6,558.1,25.0,30.07\ncell-949,stadium,E2_KPM,54.8,451.3,36.9,23.94\ncell-949,stadium,O1_PM,72.5,332.6,50.9,15.69\n", "truth": {"action": "cap_share", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "0421b8dd2423537e2b502c0a3b120baec6a042fc7cd298de662d11848d6f10df", "telemetry_sha256": "14fb9bd057e9a2d029bcfad76dc5f6befab579c39e14d866630b644c659b21c2", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-334", "edge_ue_thr_mbps": "cell-209"}, "decoy_cell": "cell-126", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0217", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media ops: please promote subscriber video streaming to high priority across sectors under peak traffic congestion for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-27T21:27:14Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,E2_KPM,46.4,149.8,40.2,30.13\ncell-121,south_cluster,O1_PM,40.5,613.0,29.2,14.43\ncell-192,north_cluster,O1_PM,15.5,118.0,15.7,19.76\ncell-192,north_cluster,E2_KPM,62.6,65.1,44.8,9.49\ncell-202,south_cluster,E2_KPM,16.0,218.7,24.5,1.45\ncell-202,south_cluster,O1_PM,36.5,414.2,25.7,21.00\ncell-232,hospital_zone,O1_PM,75.5,573.2,45.5,25.60\ncell-232,hospital_zone,E2_KPM,18.4,258.9,18.8,20.17\ncell-344,stadium,O1_PM,60.1,504.3,44.0,8.83\ncell-344,stadium,E2_KPM,55.4,485.6,38.5,21.87\ncell-354,south_cluster,O1_PM,46.0,644.1,36.4,15.90\ncell-354,south_cluster,E2_KPM,75.0,353.2,54.0,26.20\ncell-422,north_cluster,O1_PM,23.6,345.3,22.5,19.37\ncell-422,north_cluster,E2_KPM,56.6,578.2,39.6,11.59\ncell-578,north_cluster,E2_KPM,79.8,496.1,47.6,28.01\ncell-578,north_cluster,O1_PM,51.0,230.0,36.5,8.08\ncell-603,hospital_zone,O1_PM,17.0,158.3,25.0,23.50\ncell-603,hospital_zone,E2_KPM,18.1,230.1,15.8,24.80\ncell-654,stadium,O1_PM,24.8,634.3,21.6,10.32\ncell-654,stadium,E2_KPM,40.7,481.6,32.5,23.93\ncell-683,south_cluster,E2_KPM,63.2,127.8,40.9,6.34\ncell-683,south_cluster,O1_PM,75.0,470.5,53.8,9.86\ncell-743,stadium,O1_PM,39.6,547.9,29.5,32.75\ncell-743,stadium,E2_KPM,59.9,168.2,39.5,11.97\ncell-771,stadium,O1_PM,23.0,71.4,20.8,13.51\ncell-771,stadium,E2_KPM,31.3,76.4,28.6,20.67\ncell-782,north_cluster,E2_KPM,15.8,551.3,17.5,20.68\ncell-782,north_cluster,O1_PM,61.6,387.0,47.9,19.88\ncell-785,hospital_zone,E2_KPM,20.6,124.8,18.6,32.93\ncell-785,hospital_zone,O1_PM,67.5,374.8,41.7,32.36\ncell-854,hospital_zone,E2_KPM,89.4,62.1,58.3,29.95\ncell-854,hospital_zone,O1_PM,76.9,40.6,49.9,9.67\ncell-875,hospital_zone,E2_KPM,60.2,439.8,43.0,20.27\ncell-875,hospital_zone,O1_PM,69.4,159.6,46.1,22.17\ncell-904,stadium,O1_PM,45.0,143.6,29.4,28.34\ncell-904,stadium,E2_KPM,51.7,321.5,35.0,22.89\ncell-962,stadium,E2_KPM,36.7,415.6,29.0,9.43\ncell-962,stadium,O1_PM,79.8,535.6,52.4,20.58\ncell-973,north_cluster,O1_PM,59.9,312.3,43.2,32.90\ncell-973,north_cluster,E2_KPM,31.7,383.0,23.0,23.97\ncell-982,south_cluster,E2_KPM,33.5,608.4,32.4,32.36\ncell-982,south_cluster,O1_PM,32.7,301.1,27.6,10.55\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "476380a3ef987a5cbd07cee265dd748bacfd296cde8f357c0d68a84d0459bd98", "telemetry_sha256": "3bf892bad904789d52c3bd36bcf0ef41bcd29dcedb4f91048cb302d16dceb22f", "tokens_cl100k": {"telemetry": 1152, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-854", "edge_ue_thr_mbps": "cell-202"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0218", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Pursuant to system rules, edge compute execution for heavy analytics data ingest shall be confined within a metro edge facility on cells experiencing peak traffic load for a duration of 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-03T16:58:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-144,south_cluster,E2_KPM,52.5,43.8,36.9,24.75\ncell-144,south_cluster,O1_PM,55.0,460.3,38.2,15.56\ncell-150,south_cluster,O1_PM,77.1,507.6,50.4,13.68\ncell-150,south_cluster,E2_KPM,33.4,276.1,23.6,13.10\ncell-304,stadium,O1_PM,20.5,321.2,21.2,24.87\ncell-304,stadium,E2_KPM,75.1,476.1,54.2,34.03\ncell-347,stadium,E2_KPM,74.5,358.8,44.3,24.08\ncell-347,stadium,O1_PM,18.4,117.9,23.7,14.32\ncell-357,south_cluster,E2_KPM,48.8,253.5,36.8,9.84\ncell-357,south_cluster,O1_PM,24.9,290.7,21.1,10.54\ncell-367,south_cluster,E2_KPM,24.9,133.7,27.5,34.69\ncell-367,south_cluster,O1_PM,44.1,145.7,38.3,33.61\ncell-406,hospital_zone,O1_PM,42.3,70.7,35.1,12.87\ncell-406,hospital_zone,E2_KPM,47.4,314.9,33.5,32.71\ncell-418,hospital_zone,E2_KPM,35.1,77.9,30.1,13.25\ncell-418,hospital_zone,O1_PM,15.9,369.3,17.4,33.32\ncell-512,north_cluster,O1_PM,23.2,317.2,19.4,6.07\ncell-512,north_cluster,E2_KPM,41.9,614.8,37.7,19.66\ncell-523,stadium,E2_KPM,89.0,589.5,59.3,25.19\ncell-523,stadium,O1_PM,51.4,76.9,40.1,32.15\ncell-556,hospital_zone,E2_KPM,53.0,72.8,39.2,12.17\ncell-556,hospital_zone,O1_PM,56.4,267.9,37.2,34.10\ncell-579,north_cluster,E2_KPM,79.4,187.9,47.4,32.56\ncell-579,north_cluster,O1_PM,66.8,256.1,40.7,31.04\ncell-588,south_cluster,O1_PM,32.4,390.2,27.4,30.83\ncell-588,south_cluster,E2_KPM,20.3,86.8,22.6,5.90\ncell-646,north_cluster,O1_PM,74.5,97.8,44.8,16.74\ncell-646,north_cluster,E2_KPM,78.3,63.5,55.0,1.38\ncell-699,north_cluster,E2_KPM,75.5,419.7,52.0,11.66\ncell-699,north_cluster,O1_PM,45.2,112.2,33.8,25.91\ncell-803,stadium,E2_KPM,30.7,157.1,32.8,33.94\ncell-803,stadium,O1_PM,78.9,421.5,49.3,6.55\ncell-921,south_cluster,E2_KPM,69.9,596.9,48.4,16.93\ncell-921,south_cluster,O1_PM,38.3,521.6,37.0,21.40\ncell-927,north_cluster,E2_KPM,36.0,235.6,24.8,28.60\ncell-927,north_cluster,O1_PM,39.2,503.2,27.4,33.82\ncell-932,hospital_zone,O1_PM,69.8,258.1,49.5,30.43\ncell-932,hospital_zone,E2_KPM,46.9,235.2,35.3,33.57\ncell-988,hospital_zone,O1_PM,92.2,556.7,45.8,10.41\ncell-988,hospital_zone,E2_KPM,24.7,178.0,19.2,27.11\ncell-993,stadium,E2_KPM,28.1,514.6,31.3,32.16\ncell-993,stadium,O1_PM,65.0,391.6,46.3,8.93\n", "truth": {"action": "restrict_edge", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "587f94b18323cbbb14723e10d7f50528ae04673cce76a6e9199bb3ce5d15cea2", "telemetry_sha256": "03bd8c9ecace3e36f361dce57f9aa7b365e06cac070e44341ecc9fe010be0e61", "tokens_cl100k": {"telemetry": 1154, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-523", "edge_ue_thr_mbps": "cell-646"}, "decoy_cell": "cell-988", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0219", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Permit interactive cloud gaming and XR compute workloads to expand outward to the metro edge center on base stations where perimeter user throughput is lowest until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-11T19:17:51Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,hospital_zone,O1_PM,26.6,413.2,19.9,33.52\ncell-114,hospital_zone,E2_KPM,63.4,371.4,48.4,3.95\ncell-132,south_cluster,O1_PM,23.3,594.2,27.7,26.28\ncell-132,south_cluster,E2_KPM,23.5,501.3,24.5,13.73\ncell-212,hospital_zone,O1_PM,32.4,476.6,23.2,27.61\ncell-212,hospital_zone,E2_KPM,65.1,78.7,49.4,19.70\ncell-276,north_cluster,O1_PM,31.6,336.6,26.1,31.77\ncell-276,north_cluster,E2_KPM,78.8,341.7,49.5,8.16\ncell-280,north_cluster,E2_KPM,81.0,302.7,57.9,28.82\ncell-280,north_cluster,O1_PM,72.7,594.9,48.0,22.93\ncell-294,north_cluster,O1_PM,63.9,533.0,43.1,31.27\ncell-294,north_cluster,E2_KPM,26.9,465.1,31.1,25.03\ncell-325,south_cluster,E2_KPM,76.3,370.5,50.2,8.62\ncell-325,south_cluster,O1_PM,54.1,268.3,35.5,32.85\ncell-409,stadium,O1_PM,70.3,363.3,49.9,33.95\ncell-409,stadium,E2_KPM,50.7,213.1,38.3,8.69\ncell-460,south_cluster,O1_PM,29.9,566.5,31.2,10.91\ncell-460,south_cluster,E2_KPM,84.2,343.4,52.1,21.89\ncell-463,stadium,O1_PM,38.9,184.2,32.5,29.97\ncell-463,stadium,E2_KPM,54.7,535.4,37.9,0.59\ncell-477,north_cluster,E2_KPM,17.5,163.3,19.4,21.77\ncell-477,north_cluster,O1_PM,25.8,537.0,22.4,29.10\ncell-480,stadium,E2_KPM,15.3,454.8,21.6,5.42\ncell-480,stadium,O1_PM,78.3,182.4,48.8,18.33\ncell-519,south_cluster,E2_KPM,59.0,438.4,43.2,30.90\ncell-519,south_cluster,O1_PM,31.9,219.4,22.6,12.01\ncell-566,hospital_zone,E2_KPM,78.0,341.2,47.8,17.10\ncell-566,hospital_zone,O1_PM,37.2,109.2,27.3,14.57\ncell-650,stadium,O1_PM,75.0,512.7,50.9,19.17\ncell-650,stadium,E2_KPM,50.6,109.4,33.8,4.53\ncell-658,hospital_zone,E2_KPM,92.2,462.7,53.9,14.26\ncell-658,hospital_zone,O1_PM,36.5,227.6,27.7,5.67\ncell-722,south_cluster,E2_KPM,51.4,408.1,37.0,32.74\ncell-722,south_cluster,O1_PM,65.6,429.6,41.1,24.92\ncell-750,hospital_zone,O1_PM,68.9,213.0,44.6,9.52\ncell-750,hospital_zone,E2_KPM,18.4,183.3,22.8,28.69\ncell-814,north_cluster,O1_PM,32.5,249.0,25.4,25.51\ncell-814,north_cluster,E2_KPM,52.1,308.1,41.4,25.83\ncell-846,hospital_zone,E2_KPM,46.2,218.6,39.5,8.01\ncell-846,hospital_zone,O1_PM,30.4,156.6,26.7,34.62\ncell-849,stadium,O1_PM,40.7,198.3,31.6,32.10\ncell-849,stadium,E2_KPM,76.9,434.7,45.3,30.28\n", "truth": {"action": "relax_edge", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b311182fc772eaa24a7ce94a6977b90bcc5ae9238ff4eea8ceb04bb8ae00e3fd", "telemetry_sha256": "a17609f47df799656ee05643d9b30b82e7f2a14f9fb50bd60180d2c68afa98c8", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-658", "edge_ue_thr_mbps": "cell-463"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0220", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, step down sensor and meter reporting data to normal priority in the hospital zone until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-18T13:36:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,north_cluster,E2_KPM,15.1,278.4,24.5,22.40\ncell-117,north_cluster,O1_PM,55.4,379.3,39.5,25.78\ncell-233,hospital_zone,O1_PM,17.1,634.4,22.0,18.78\ncell-233,hospital_zone,E2_KPM,89.4,384.6,53.5,29.35\ncell-246,south_cluster,E2_KPM,59.1,369.5,37.5,7.49\ncell-246,south_cluster,O1_PM,64.1,617.3,39.5,15.17\ncell-299,stadium,E2_KPM,22.2,377.2,19.2,6.10\ncell-299,stadium,O1_PM,47.3,72.0,41.6,5.11\ncell-353,south_cluster,O1_PM,54.5,334.9,40.5,32.72\ncell-353,south_cluster,E2_KPM,56.2,617.1,38.4,30.13\ncell-367,north_cluster,O1_PM,30.8,505.1,26.2,9.05\ncell-367,north_cluster,E2_KPM,81.1,379.5,49.4,12.80\ncell-456,stadium,E2_KPM,75.0,621.8,49.9,13.11\ncell-456,stadium,O1_PM,71.6,154.7,47.1,26.90\ncell-631,hospital_zone,E2_KPM,65.2,557.0,43.2,15.07\ncell-631,hospital_zone,O1_PM,79.1,533.3,52.9,31.16\ncell-633,hospital_zone,E2_KPM,29.5,521.5,28.0,20.53\ncell-633,hospital_zone,O1_PM,68.4,553.2,46.2,10.88\ncell-634,north_cluster,E2_KPM,46.2,133.6,34.2,1.80\ncell-634,north_cluster,O1_PM,30.1,589.9,29.9,33.17\ncell-660,north_cluster,O1_PM,58.5,502.9,37.3,6.01\ncell-660,north_cluster,E2_KPM,25.1,62.7,30.5,20.26\ncell-666,stadium,O1_PM,66.0,378.2,39.1,13.45\ncell-666,stadium,E2_KPM,77.1,622.0,51.9,19.91\ncell-672,north_cluster,O1_PM,51.9,470.1,32.4,19.15\ncell-672,north_cluster,E2_KPM,76.2,263.5,44.3,22.03\ncell-723,stadium,O1_PM,63.4,435.4,40.3,17.78\ncell-723,stadium,E2_KPM,49.4,179.3,42.0,16.80\ncell-734,south_cluster,E2_KPM,25.6,139.8,22.4,8.73\ncell-734,south_cluster,O1_PM,79.2,225.7,54.4,8.45\ncell-747,hospital_zone,E2_KPM,73.6,377.5,52.9,28.06\ncell-747,hospital_zone,O1_PM,24.0,608.0,28.6,16.14\ncell-777,south_cluster,E2_KPM,55.2,565.6,44.5,15.54\ncell-777,south_cluster,O1_PM,69.3,564.1,43.3,21.77\ncell-782,stadium,E2_KPM,58.1,638.7,39.1,13.57\ncell-782,stadium,O1_PM,64.9,534.2,39.2,20.98\ncell-801,south_cluster,O1_PM,80.4,112.1,56.8,22.17\ncell-801,south_cluster,E2_KPM,49.8,145.8,39.9,9.36\ncell-938,hospital_zone,E2_KPM,78.8,368.6,46.0,6.90\ncell-938,hospital_zone,O1_PM,23.8,380.8,28.1,15.72\ncell-985,hospital_zone,O1_PM,68.2,319.5,40.3,17.14\ncell-985,hospital_zone,E2_KPM,49.3,289.3,39.2,22.27\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "hospital_zone", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5b0299e54c025018164adb08eac960ad10ec811fe9f65745e0ddcf8327c97905", "telemetry_sha256": "1c9284854306cd0b38fb835e5f4e37dac291950a550aaaade6cfa8514a6c8652", "tokens_cl100k": {"telemetry": 1154, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-233", "edge_ue_thr_mbps": "cell-634"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0221", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi team, please downgrade first responder voice communications to normal priority across the north cluster until the active event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-19T21:11:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,stadium,E2_KPM,38.6,441.9,32.3,24.68\ncell-123,stadium,O1_PM,22.8,393.0,27.9,23.27\ncell-196,south_cluster,O1_PM,71.0,540.5,41.8,21.45\ncell-196,south_cluster,E2_KPM,68.8,605.1,47.8,23.05\ncell-212,hospital_zone,O1_PM,33.0,460.0,31.8,6.65\ncell-212,hospital_zone,E2_KPM,51.4,298.1,33.7,29.55\ncell-356,hospital_zone,E2_KPM,54.9,383.1,42.5,6.81\ncell-356,hospital_zone,O1_PM,18.0,326.6,19.3,8.33\ncell-382,south_cluster,O1_PM,67.7,617.1,42.6,12.23\ncell-382,south_cluster,E2_KPM,87.8,394.9,56.1,14.07\ncell-388,south_cluster,E2_KPM,33.2,304.6,25.8,30.76\ncell-388,south_cluster,O1_PM,54.6,625.5,39.8,15.14\ncell-484,stadium,O1_PM,40.7,419.3,36.3,22.71\ncell-484,stadium,E2_KPM,18.1,438.2,17.1,12.17\ncell-490,stadium,O1_PM,68.8,88.8,48.0,29.05\ncell-490,stadium,E2_KPM,21.2,191.7,19.7,9.77\ncell-522,hospital_zone,O1_PM,58.1,368.0,36.2,7.76\ncell-522,hospital_zone,E2_KPM,27.7,604.1,25.4,7.35\ncell-550,hospital_zone,O1_PM,16.5,172.3,22.0,25.10\ncell-550,hospital_zone,E2_KPM,35.2,202.6,28.9,13.98\ncell-554,stadium,O1_PM,54.5,44.8,40.4,19.60\ncell-554,stadium,E2_KPM,45.0,420.5,28.9,31.45\ncell-573,north_cluster,O1_PM,37.4,387.9,28.3,8.69\ncell-573,north_cluster,E2_KPM,78.3,581.7,50.1,17.42\ncell-617,south_cluster,E2_KPM,72.0,481.4,51.1,21.44\ncell-617,south_cluster,O1_PM,78.9,547.4,53.7,26.19\ncell-632,north_cluster,E2_KPM,35.6,319.4,33.9,1.44\ncell-632,north_cluster,O1_PM,44.3,527.6,36.9,23.24\ncell-637,north_cluster,O1_PM,41.1,89.9,37.0,29.92\ncell-637,north_cluster,E2_KPM,49.0,167.5,35.2,30.88\ncell-638,south_cluster,O1_PM,18.9,338.5,22.8,5.63\ncell-638,south_cluster,E2_KPM,69.8,589.5,49.6,7.11\ncell-747,stadium,O1_PM,62.8,104.4,38.9,29.96\ncell-747,stadium,E2_KPM,55.0,310.0,37.7,6.26\ncell-767,north_cluster,O1_PM,67.4,197.9,42.4,22.01\ncell-767,north_cluster,E2_KPM,65.2,486.8,44.8,15.24\ncell-809,stadium,E2_KPM,73.1,236.6,44.3,27.72\ncell-809,stadium,O1_PM,61.5,92.1,46.3,14.62\ncell-871,hospital_zone,E2_KPM,49.1,418.7,38.1,18.77\ncell-871,hospital_zone,O1_PM,67.0,121.1,44.2,32.35\ncell-874,north_cluster,O1_PM,24.4,159.0,25.2,17.41\ncell-874,north_cluster,E2_KPM,30.7,226.1,30.0,15.84\n", "truth": {"action": "deprioritise", "class": "mission_voice", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "fe1123dbe98e70e0a8c926e24e2a7a911babb4896e776b79176ae4c2cee678b8", "telemetry_sha256": "66ffab793b7741f3305c27934d66a037f6c937953fcca7384caf44dc33d851b8", "tokens_cl100k": {"telemetry": 1152, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-382", "edge_ue_thr_mbps": "cell-632"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0222", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Trouble Ticket: Reduce emergency services video streams from ambulances and bodycams down to normal priority across the stadium cluster for a duration of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-11T20:27:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,E2_KPM,51.1,273.7,36.7,10.21\ncell-109,south_cluster,O1_PM,57.1,469.7,46.2,10.90\ncell-126,north_cluster,O1_PM,47.2,433.1,35.0,23.59\ncell-126,north_cluster,E2_KPM,15.6,56.6,17.3,24.99\ncell-198,south_cluster,O1_PM,70.6,361.8,44.9,9.54\ncell-198,south_cluster,E2_KPM,85.4,189.6,60.4,14.43\ncell-202,hospital_zone,O1_PM,50.9,336.2,38.4,29.67\ncell-202,hospital_zone,E2_KPM,42.2,52.9,33.6,12.16\ncell-249,stadium,O1_PM,24.8,168.4,25.2,29.86\ncell-249,stadium,E2_KPM,65.6,394.4,42.6,21.96\ncell-267,north_cluster,E2_KPM,60.8,622.8,40.5,1.04\ncell-267,north_cluster,O1_PM,29.4,494.3,27.6,12.44\ncell-285,north_cluster,O1_PM,55.5,93.4,34.3,14.08\ncell-285,north_cluster,E2_KPM,66.0,77.9,42.9,15.56\ncell-328,stadium,E2_KPM,40.1,383.4,35.5,8.14\ncell-328,stadium,O1_PM,15.3,616.7,21.5,4.88\ncell-333,south_cluster,E2_KPM,95.1,465.5,60.1,23.72\ncell-333,south_cluster,O1_PM,32.6,323.8,23.0,14.81\ncell-399,south_cluster,E2_KPM,48.2,593.9,41.3,33.16\ncell-399,south_cluster,O1_PM,36.5,542.9,30.8,11.73\ncell-551,stadium,O1_PM,82.5,329.8,57.2,9.54\ncell-551,stadium,E2_KPM,29.3,499.2,31.3,14.24\ncell-619,stadium,O1_PM,39.3,281.1,34.9,15.06\ncell-619,stadium,E2_KPM,27.0,254.0,24.0,30.68\ncell-623,hospital_zone,O1_PM,55.0,532.0,42.9,10.96\ncell-623,hospital_zone,E2_KPM,37.0,628.9,27.9,10.18\ncell-688,south_cluster,E2_KPM,41.5,548.0,34.8,26.58\ncell-688,south_cluster,O1_PM,24.0,74.8,23.8,11.44\ncell-712,hospital_zone,O1_PM,16.9,135.2,20.1,26.82\ncell-712,hospital_zone,E2_KPM,24.0,587.6,18.5,9.91\ncell-764,stadium,O1_PM,59.8,497.4,44.9,30.55\ncell-764,stadium,E2_KPM,46.7,324.2,38.5,4.84\ncell-773,north_cluster,O1_PM,29.4,360.1,21.9,15.85\ncell-773,north_cluster,E2_KPM,57.3,260.4,38.1,8.06\ncell-779,stadium,O1_PM,52.2,472.1,43.6,7.44\ncell-779,stadium,E2_KPM,76.1,636.3,52.3,22.23\ncell-908,north_cluster,O1_PM,96.9,150.7,47.0,15.00\ncell-908,north_cluster,E2_KPM,60.3,95.5,44.6,23.39\ncell-923,hospital_zone,O1_PM,55.9,374.5,45.9,29.41\ncell-923,hospital_zone,E2_KPM,53.1,72.2,37.9,12.58\ncell-932,hospital_zone,O1_PM,65.0,304.8,49.1,28.38\ncell-932,hospital_zone,E2_KPM,41.3,566.6,38.4,11.23\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "stadium", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3aebf5c3d7585fdd010b0d16625fe1ddcf9b89177ac8e0bb62752a369f58f78d", "telemetry_sha256": "3712af6b1caa1bfee6a6db4a9f08b558ab05926d8dcc61c64ccea839ebe21b88", "tokens_cl100k": {"telemetry": 1152, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-333", "edge_ue_thr_mbps": "cell-267"}, "decoy_cell": "cell-908"}}
+{"case_id": "ranintent_v1_test_0223", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics: cancel prior modifications and restore standard default profile for our automated machinery feedback loops on sectors with peak load.", "telemetry": "KPM telemetry snapshot at 2026-10-21T10:11:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-145,stadium,E2_KPM,59.4,258.0,44.4,26.45\ncell-145,stadium,O1_PM,55.1,139.9,37.9,12.89\ncell-214,south_cluster,E2_KPM,51.9,185.1,33.8,18.84\ncell-214,south_cluster,O1_PM,51.0,124.2,39.1,32.70\ncell-264,hospital_zone,O1_PM,35.1,587.6,29.1,21.40\ncell-264,hospital_zone,E2_KPM,78.2,140.3,56.9,29.69\ncell-307,stadium,E2_KPM,58.3,467.9,43.1,22.90\ncell-307,stadium,O1_PM,67.1,526.6,49.8,20.80\ncell-344,north_cluster,O1_PM,43.1,110.9,29.1,16.03\ncell-344,north_cluster,E2_KPM,75.6,207.8,52.2,19.24\ncell-346,south_cluster,O1_PM,37.0,233.1,27.3,22.45\ncell-346,south_cluster,E2_KPM,93.0,460.9,59.1,24.83\ncell-369,stadium,O1_PM,49.9,326.5,37.0,24.74\ncell-369,stadium,E2_KPM,74.3,581.2,51.4,9.09\ncell-374,hospital_zone,O1_PM,45.2,389.1,29.5,19.20\ncell-374,hospital_zone,E2_KPM,82.5,180.0,58.4,29.47\ncell-480,stadium,E2_KPM,71.3,547.0,41.9,18.12\ncell-480,stadium,O1_PM,54.8,599.0,38.8,11.51\ncell-486,hospital_zone,O1_PM,54.0,576.6,39.1,17.02\ncell-486,hospital_zone,E2_KPM,41.6,83.0,34.3,17.83\ncell-519,hospital_zone,E2_KPM,23.9,420.7,26.4,25.81\ncell-519,hospital_zone,O1_PM,26.2,472.7,19.3,5.13\ncell-522,stadium,O1_PM,26.6,319.5,29.0,4.68\ncell-522,stadium,E2_KPM,60.0,73.9,45.2,8.90\ncell-633,hospital_zone,O1_PM,21.4,453.7,28.0,15.84\ncell-633,hospital_zone,E2_KPM,30.6,110.1,24.9,28.88\ncell-652,hospital_zone,O1_PM,69.1,523.6,43.9,6.42\ncell-652,hospital_zone,E2_KPM,22.3,149.1,20.4,23.27\ncell-671,north_cluster,E2_KPM,31.7,426.5,26.5,15.30\ncell-671,north_cluster,O1_PM,72.0,531.3,48.6,8.88\ncell-721,north_cluster,E2_KPM,82.6,559.1,49.0,11.94\ncell-721,north_cluster,O1_PM,55.6,436.0,41.3,33.34\ncell-784,south_cluster,E2_KPM,68.6,219.9,47.2,22.40\ncell-784,south_cluster,O1_PM,43.1,347.5,30.1,7.61\ncell-836,north_cluster,O1_PM,64.2,263.4,40.7,23.15\ncell-836,north_cluster,E2_KPM,70.5,245.1,43.6,21.75\ncell-892,south_cluster,O1_PM,30.8,371.7,24.2,17.00\ncell-892,south_cluster,E2_KPM,81.7,312.4,56.6,28.88\ncell-915,south_cluster,O1_PM,18.1,327.9,19.0,18.58\ncell-915,south_cluster,E2_KPM,39.8,369.7,30.6,24.67\ncell-970,north_cluster,E2_KPM,26.4,199.2,28.3,1.55\ncell-970,north_cluster,O1_PM,77.1,231.6,49.0,16.82\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3cccc1014af6976a489ed965f5dceaffff51f5bcf74f6eb3ac3a7cc014d49b07", "telemetry_sha256": "1a78ffc915b03385e69b72076f3cda2fbdcb728c02b3264210c90a5182d9c63f", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-346", "edge_ue_thr_mbps": "cell-970"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0224", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The carrier shall reconfigure interactive gaming and XR communications across the north cluster by adjusting dispatch precedence downward to standard normal priority.", "telemetry": "KPM telemetry snapshot at 2026-10-09T10:11:47Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-150,north_cluster,O1_PM,70.2,321.8,46.8,13.53\ncell-150,north_cluster,E2_KPM,86.7,166.4,50.3,16.21\ncell-193,stadium,E2_KPM,56.5,370.7,46.2,13.48\ncell-193,stadium,O1_PM,70.9,330.3,45.5,8.30\ncell-282,hospital_zone,E2_KPM,80.6,430.9,49.7,7.58\ncell-282,hospital_zone,O1_PM,75.5,68.6,45.1,33.35\ncell-305,hospital_zone,O1_PM,25.4,625.5,22.6,17.48\ncell-305,hospital_zone,E2_KPM,59.7,499.5,42.7,18.90\ncell-330,north_cluster,E2_KPM,67.8,626.5,47.1,34.07\ncell-330,north_cluster,O1_PM,47.8,526.1,30.6,31.03\ncell-333,hospital_zone,O1_PM,16.5,522.3,17.4,12.56\ncell-333,hospital_zone,E2_KPM,25.1,91.7,23.9,22.06\ncell-370,north_cluster,E2_KPM,19.1,495.8,23.3,19.04\ncell-370,north_cluster,O1_PM,83.4,584.2,56.4,17.92\ncell-376,north_cluster,E2_KPM,21.4,617.6,25.6,24.34\ncell-376,north_cluster,O1_PM,18.6,543.8,25.3,33.42\ncell-452,south_cluster,E2_KPM,29.0,531.2,29.0,29.28\ncell-452,south_cluster,O1_PM,38.8,466.2,33.2,14.76\ncell-459,stadium,E2_KPM,38.0,577.2,34.4,15.27\ncell-459,stadium,O1_PM,52.9,50.5,37.6,23.12\ncell-549,south_cluster,O1_PM,34.5,595.1,33.8,7.36\ncell-549,south_cluster,E2_KPM,42.6,490.6,31.8,6.99\ncell-594,stadium,E2_KPM,74.9,361.5,50.0,10.63\ncell-594,stadium,O1_PM,70.2,266.2,51.8,9.87\ncell-616,south_cluster,E2_KPM,34.0,170.1,23.2,11.02\ncell-616,south_cluster,O1_PM,80.5,518.2,48.0,15.00\ncell-661,north_cluster,O1_PM,51.7,330.9,39.7,8.25\ncell-661,north_cluster,E2_KPM,72.0,610.6,51.3,1.42\ncell-701,stadium,O1_PM,35.5,265.5,26.8,13.13\ncell-701,stadium,E2_KPM,52.0,176.5,36.3,21.20\ncell-716,hospital_zone,O1_PM,29.1,179.5,27.1,12.71\ncell-716,hospital_zone,E2_KPM,78.0,482.1,54.3,27.90\ncell-756,south_cluster,E2_KPM,37.0,303.7,35.4,31.97\ncell-756,south_cluster,O1_PM,36.4,301.3,32.6,10.79\ncell-861,north_cluster,O1_PM,66.4,336.7,48.2,21.01\ncell-861,north_cluster,E2_KPM,57.4,610.3,38.3,20.08\ncell-899,south_cluster,E2_KPM,50.5,238.1,41.5,13.63\ncell-899,south_cluster,O1_PM,76.3,177.1,47.9,32.89\ncell-970,hospital_zone,O1_PM,37.8,431.5,34.6,9.39\ncell-970,hospital_zone,E2_KPM,94.8,53.9,60.9,12.24\ncell-985,stadium,E2_KPM,44.5,597.1,36.0,34.69\ncell-985,stadium,O1_PM,40.3,243.6,30.6,30.00\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d47b275d946abf38bf418c6d59256ef3861920fd1d879c14cd955dcbde064f28", "telemetry_sha256": "c8b71e5faae1001615067b6896d3d7daf1b9aed2389387de162fb2ee8f2084bd", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-970", "edge_ue_thr_mbps": "cell-661"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0225", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Restrict automated machinery closed-loop transmissions to no more than seventy percent of available radio resources across the most congested cells.", "telemetry": "KPM telemetry snapshot at 2026-10-01T21:14:22Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,stadium,O1_PM,72.1,584.4,48.4,7.58\ncell-107,stadium,E2_KPM,69.8,43.8,42.0,19.45\ncell-110,south_cluster,E2_KPM,51.1,291.0,36.6,20.65\ncell-110,south_cluster,O1_PM,51.2,273.2,37.6,33.03\ncell-178,stadium,E2_KPM,64.9,518.8,48.5,24.96\ncell-178,stadium,O1_PM,22.6,471.7,19.8,30.45\ncell-199,north_cluster,O1_PM,24.1,131.2,28.6,11.01\ncell-199,north_cluster,E2_KPM,59.0,113.4,36.1,13.75\ncell-209,hospital_zone,O1_PM,37.0,519.1,33.3,19.60\ncell-209,hospital_zone,E2_KPM,80.5,381.6,52.4,9.69\ncell-230,north_cluster,E2_KPM,36.3,57.6,30.7,18.53\ncell-230,north_cluster,O1_PM,98.2,484.4,44.6,11.93\ncell-349,stadium,E2_KPM,47.4,310.1,41.2,21.66\ncell-349,stadium,O1_PM,83.9,604.0,56.8,22.48\ncell-452,south_cluster,O1_PM,72.7,564.1,43.9,15.47\ncell-452,south_cluster,E2_KPM,35.6,198.5,26.2,31.71\ncell-455,north_cluster,O1_PM,17.9,140.8,25.8,33.54\ncell-455,north_cluster,E2_KPM,44.4,55.4,31.6,26.00\ncell-484,hospital_zone,E2_KPM,71.4,42.9,49.6,9.71\ncell-484,hospital_zone,O1_PM,31.3,620.5,25.9,26.78\ncell-547,north_cluster,O1_PM,60.1,81.7,42.3,34.80\ncell-547,north_cluster,E2_KPM,36.3,561.3,34.6,14.50\ncell-614,hospital_zone,O1_PM,18.8,520.9,22.6,14.01\ncell-614,hospital_zone,E2_KPM,47.8,122.4,33.9,32.90\ncell-616,south_cluster,E2_KPM,77.7,570.6,54.7,30.91\ncell-616,south_cluster,O1_PM,26.4,262.1,19.5,32.11\ncell-659,stadium,E2_KPM,22.6,40.3,23.3,15.80\ncell-659,stadium,O1_PM,70.8,381.4,52.3,18.71\ncell-681,south_cluster,O1_PM,49.7,125.9,34.8,6.51\ncell-681,south_cluster,E2_KPM,26.6,408.5,24.6,24.64\ncell-729,stadium,E2_KPM,94.9,595.8,65.2,26.99\ncell-729,stadium,O1_PM,76.1,54.2,49.1,17.29\ncell-782,hospital_zone,E2_KPM,85.5,438.2,51.0,1.48\ncell-782,hospital_zone,O1_PM,46.0,590.6,31.7,33.69\ncell-814,stadium,O1_PM,59.4,468.1,42.0,22.41\ncell-814,stadium,E2_KPM,19.1,332.8,16.1,28.23\ncell-847,south_cluster,O1_PM,44.4,521.1,30.8,23.42\ncell-847,south_cluster,E2_KPM,83.4,362.6,48.1,4.56\ncell-885,hospital_zone,O1_PM,24.1,602.5,29.8,23.06\ncell-885,hospital_zone,E2_KPM,63.2,413.8,47.3,5.14\ncell-908,north_cluster,E2_KPM,54.9,105.2,34.2,33.27\ncell-908,north_cluster,O1_PM,81.6,100.4,50.8,4.87\n", "truth": {"action": "cap_share", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "bd01769ee7e99ee07e2d41ddb93d843eac3ac27c6a55c1059e170799c4ebd63d", "telemetry_sha256": "b0a51d8dfd152f18ad65aef4ed4bfa2c1470e961ecea12587ee65297d8b641c5", "tokens_cl100k": {"telemetry": 1152, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-729", "edge_ue_thr_mbps": "cell-782"}, "decoy_cell": "cell-230", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0226", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hey assistant, boost our subscriber video streaming to high priority in the stadium cluster over the next 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-27T07:17:25Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-147,north_cluster,O1_PM,79.8,198.8,47.1,26.33\ncell-147,north_cluster,E2_KPM,19.1,78.9,19.1,25.79\ncell-172,stadium,E2_KPM,46.5,605.6,31.7,19.38\ncell-172,stadium,O1_PM,31.0,424.5,26.8,13.86\ncell-194,north_cluster,E2_KPM,91.1,488.3,52.4,33.39\ncell-194,north_cluster,O1_PM,17.2,150.0,21.5,6.09\ncell-201,south_cluster,E2_KPM,44.4,166.3,30.6,17.47\ncell-201,south_cluster,O1_PM,60.1,107.9,38.0,28.61\ncell-203,south_cluster,E2_KPM,25.9,286.6,19.8,17.45\ncell-203,south_cluster,O1_PM,15.4,91.7,15.2,5.11\ncell-206,hospital_zone,E2_KPM,67.8,396.5,46.7,31.46\ncell-206,hospital_zone,O1_PM,93.3,523.1,41.2,20.89\ncell-372,stadium,E2_KPM,57.6,185.8,41.1,30.88\ncell-372,stadium,O1_PM,79.9,73.9,46.7,6.35\ncell-377,hospital_zone,E2_KPM,34.0,534.9,30.4,5.48\ncell-377,hospital_zone,O1_PM,74.8,283.7,51.1,29.23\ncell-397,north_cluster,O1_PM,39.1,204.0,32.8,21.48\ncell-397,north_cluster,E2_KPM,20.5,74.0,21.9,23.76\ncell-482,stadium,E2_KPM,81.5,533.6,51.3,4.61\ncell-482,stadium,O1_PM,53.1,582.6,34.0,16.35\ncell-504,stadium,E2_KPM,80.0,200.9,46.8,32.94\ncell-504,stadium,O1_PM,37.9,471.1,35.1,4.45\ncell-572,north_cluster,E2_KPM,40.5,250.4,32.3,13.70\ncell-572,north_cluster,O1_PM,53.5,189.2,38.3,4.33\ncell-646,hospital_zone,E2_KPM,28.4,120.0,30.3,15.34\ncell-646,hospital_zone,O1_PM,35.4,470.3,27.4,16.29\ncell-672,stadium,O1_PM,77.7,221.2,45.7,30.76\ncell-672,stadium,E2_KPM,43.7,636.5,31.2,31.34\ncell-765,stadium,E2_KPM,79.9,186.8,52.7,31.47\ncell-765,stadium,O1_PM,81.8,630.7,49.7,29.88\ncell-891,south_cluster,E2_KPM,71.6,67.9,46.6,23.34\ncell-891,south_cluster,O1_PM,67.2,98.0,49.2,10.26\ncell-894,north_cluster,E2_KPM,80.8,534.7,57.7,21.71\ncell-894,north_cluster,O1_PM,39.5,192.4,36.3,21.14\ncell-897,south_cluster,E2_KPM,47.2,269.9,30.2,29.33\ncell-897,south_cluster,O1_PM,22.5,362.9,23.3,11.39\ncell-934,south_cluster,E2_KPM,48.1,625.3,30.6,13.99\ncell-934,south_cluster,O1_PM,67.7,128.9,42.6,24.31\ncell-994,hospital_zone,O1_PM,76.6,242.6,50.7,31.67\ncell-994,hospital_zone,E2_KPM,24.1,283.0,23.3,24.76\ncell-996,hospital_zone,E2_KPM,68.9,497.7,51.6,0.44\ncell-996,hospital_zone,O1_PM,34.0,616.5,32.8,19.10\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "stadium", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7a67c66fcc947912ead55f8c8db5915d2fc184f6905976c4a712a07c28c387a2", "telemetry_sha256": "8228b4db036c0c54790311a8f816787389b637342b1715591cc855b8e31e96fe", "tokens_cl100k": {"telemetry": 1152, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-194", "edge_ue_thr_mbps": "cell-996"}, "decoy_cell": "cell-206"}}
+{"case_id": "ranintent_v1_test_0227", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Dear Network Support, Axis Robotics approves routing telemetry from sensors and low-speed meters up to the regional cloud center on access nodes where fringe users endure the worst throughput rates. Keep this routing policy active until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-04T11:06:55Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-170,hospital_zone,O1_PM,53.8,120.3,44.1,32.62\ncell-170,hospital_zone,E2_KPM,43.4,92.0,35.8,8.25\ncell-178,stadium,E2_KPM,42.3,347.9,31.2,8.49\ncell-178,stadium,O1_PM,73.1,421.3,54.3,33.41\ncell-239,south_cluster,E2_KPM,94.2,72.5,55.4,34.80\ncell-239,south_cluster,O1_PM,48.8,386.8,38.3,22.85\ncell-285,south_cluster,O1_PM,34.8,104.3,33.9,15.84\ncell-285,south_cluster,E2_KPM,66.5,52.9,44.8,15.77\ncell-299,hospital_zone,O1_PM,58.3,368.5,45.4,33.68\ncell-299,hospital_zone,E2_KPM,19.4,106.5,23.4,32.16\ncell-322,stadium,O1_PM,59.2,568.5,43.9,27.16\ncell-322,stadium,E2_KPM,47.4,604.4,38.1,29.08\ncell-355,south_cluster,E2_KPM,75.1,161.3,48.3,13.59\ncell-355,south_cluster,O1_PM,69.4,151.5,48.5,32.38\ncell-437,hospital_zone,E2_KPM,73.6,145.4,47.8,23.75\ncell-437,hospital_zone,O1_PM,30.9,198.6,22.6,9.86\ncell-508,north_cluster,E2_KPM,76.8,168.2,49.4,22.27\ncell-508,north_cluster,O1_PM,81.3,112.7,55.7,12.57\ncell-534,south_cluster,E2_KPM,30.2,507.2,28.0,13.56\ncell-534,south_cluster,O1_PM,17.4,467.7,15.0,6.94\ncell-596,stadium,E2_KPM,84.5,163.7,50.5,1.09\ncell-596,stadium,O1_PM,67.3,88.9,45.9,11.47\ncell-659,south_cluster,O1_PM,83.6,608.5,53.3,5.97\ncell-659,south_cluster,E2_KPM,43.8,504.6,28.9,24.91\ncell-677,north_cluster,E2_KPM,52.7,578.0,33.4,14.93\ncell-677,north_cluster,O1_PM,70.5,199.7,49.6,21.91\ncell-678,hospital_zone,E2_KPM,43.1,474.0,39.5,30.90\ncell-678,hospital_zone,O1_PM,78.5,193.8,54.5,21.55\ncell-723,south_cluster,O1_PM,55.0,348.7,41.3,12.40\ncell-723,south_cluster,E2_KPM,75.0,584.9,48.6,7.17\ncell-730,stadium,O1_PM,57.5,473.7,36.7,28.38\ncell-730,stadium,E2_KPM,73.6,100.6,46.0,16.18\ncell-776,stadium,E2_KPM,59.4,94.6,39.0,29.14\ncell-776,stadium,O1_PM,56.1,415.4,34.1,13.01\ncell-825,north_cluster,O1_PM,50.6,256.5,32.7,26.58\ncell-825,north_cluster,E2_KPM,63.1,57.9,48.1,19.51\ncell-839,north_cluster,E2_KPM,44.3,442.6,38.2,29.74\ncell-839,north_cluster,O1_PM,42.3,140.2,37.1,27.27\ncell-893,north_cluster,E2_KPM,26.8,519.5,23.5,23.34\ncell-893,north_cluster,O1_PM,76.6,339.0,44.5,19.52\ncell-990,hospital_zone,E2_KPM,75.7,575.4,50.9,12.82\ncell-990,hospital_zone,O1_PM,29.2,311.1,26.7,31.42\n", "truth": {"action": "relax_edge", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8e619486bf1bfc8cfabb96744b98567e26168d6d27683d8b9289a3a809ecf383", "telemetry_sha256": "bbe98e87c92adc73a9602b95a05e3a1d0509f7353d53212b5660acc48adfda3a", "tokens_cl100k": {"telemetry": 1154, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-239", "edge_ue_thr_mbps": "cell-596"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0228", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Trouble Ticket: Civic Safety Agency requests promoting first responder tactical voice communications to high priority across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-09T06:35:23Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,stadium,O1_PM,70.1,187.1,49.9,30.79\ncell-105,stadium,E2_KPM,70.0,524.5,46.2,9.63\ncell-151,stadium,O1_PM,59.5,396.6,42.8,13.61\ncell-151,stadium,E2_KPM,18.4,576.8,23.8,34.97\ncell-158,hospital_zone,E2_KPM,66.2,265.5,48.5,11.14\ncell-158,hospital_zone,O1_PM,77.8,295.3,48.3,27.37\ncell-196,south_cluster,E2_KPM,61.5,109.9,47.6,16.92\ncell-196,south_cluster,O1_PM,30.8,552.5,25.7,23.88\ncell-224,south_cluster,E2_KPM,48.4,573.6,42.0,29.24\ncell-224,south_cluster,O1_PM,96.8,522.8,53.4,34.35\ncell-231,hospital_zone,O1_PM,39.1,451.7,30.4,25.98\ncell-231,hospital_zone,E2_KPM,21.9,620.2,23.5,16.87\ncell-317,north_cluster,O1_PM,65.7,197.9,43.4,33.77\ncell-317,north_cluster,E2_KPM,41.0,249.1,27.9,6.30\ncell-321,north_cluster,E2_KPM,63.7,327.6,47.9,32.88\ncell-321,north_cluster,O1_PM,56.7,469.6,40.4,11.65\ncell-402,south_cluster,E2_KPM,65.9,411.4,44.6,19.96\ncell-402,south_cluster,O1_PM,15.5,176.4,21.0,26.19\ncell-520,north_cluster,O1_PM,61.9,437.1,47.5,28.34\ncell-520,north_cluster,E2_KPM,62.2,142.2,41.9,13.07\ncell-679,stadium,O1_PM,61.8,541.4,42.4,8.96\ncell-679,stadium,E2_KPM,17.1,309.2,22.3,17.77\ncell-699,stadium,O1_PM,50.4,424.6,31.8,25.15\ncell-699,stadium,E2_KPM,94.6,637.4,56.0,26.63\ncell-702,hospital_zone,E2_KPM,36.5,181.0,27.3,21.36\ncell-702,hospital_zone,O1_PM,50.7,471.9,38.0,33.07\ncell-740,hospital_zone,O1_PM,61.3,182.6,47.9,16.86\ncell-740,hospital_zone,E2_KPM,31.4,368.7,31.3,18.17\ncell-752,north_cluster,O1_PM,61.4,218.0,48.3,32.77\ncell-752,north_cluster,E2_KPM,27.3,283.1,23.4,16.37\ncell-768,hospital_zone,O1_PM,21.4,129.9,25.8,20.77\ncell-768,hospital_zone,E2_KPM,46.9,133.7,37.8,20.46\ncell-779,stadium,E2_KPM,80.3,52.0,54.5,20.05\ncell-779,stadium,O1_PM,16.9,342.9,19.7,10.01\ncell-878,south_cluster,O1_PM,46.5,336.4,32.8,12.90\ncell-878,south_cluster,E2_KPM,29.5,541.6,28.1,9.26\ncell-917,south_cluster,O1_PM,56.5,122.0,37.9,25.32\ncell-917,south_cluster,E2_KPM,23.1,75.7,19.1,28.38\ncell-939,north_cluster,O1_PM,71.7,60.8,47.0,17.46\ncell-939,north_cluster,E2_KPM,75.9,416.4,54.1,1.29\ncell-985,north_cluster,O1_PM,78.1,421.8,56.5,17.10\ncell-985,north_cluster,E2_KPM,38.5,123.0,28.7,26.29\n", "truth": {"action": "prioritise", "class": "mission_voice", "scope": "north_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "59ea7fdcd915ce5785e0da01ab407e956c086cfbf5dadd2fef920b8f058d945e", "telemetry_sha256": "33016deaf97909d94d2f88b32beda3dde9827e5925480f7121395a1772a489f5", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-699", "edge_ue_thr_mbps": "cell-939"}, "decoy_cell": "cell-224"}}
+{"case_id": "ranintent_v1_test_0229", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC team: downgrade standard best-effort traffic to low priority across the north cluster for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-14T20:56:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-220,south_cluster,O1_PM,43.9,387.4,33.7,6.09\ncell-220,south_cluster,E2_KPM,69.3,282.7,51.8,13.42\ncell-243,stadium,O1_PM,68.7,293.0,48.0,19.54\ncell-243,stadium,E2_KPM,74.0,258.0,46.9,25.69\ncell-284,south_cluster,E2_KPM,59.1,285.0,42.0,26.57\ncell-284,south_cluster,O1_PM,52.9,235.5,36.7,12.31\ncell-286,hospital_zone,O1_PM,16.6,460.0,20.7,8.88\ncell-286,hospital_zone,E2_KPM,34.7,597.5,27.5,23.47\ncell-323,stadium,O1_PM,82.8,630.5,55.1,24.43\ncell-323,stadium,E2_KPM,23.8,274.7,19.8,12.77\ncell-335,south_cluster,O1_PM,18.7,491.5,27.0,15.25\ncell-335,south_cluster,E2_KPM,74.7,439.6,47.0,34.59\ncell-346,hospital_zone,O1_PM,29.8,636.7,28.2,27.18\ncell-346,hospital_zone,E2_KPM,24.5,373.3,21.1,3.98\ncell-354,south_cluster,O1_PM,27.2,457.3,23.5,15.60\ncell-354,south_cluster,E2_KPM,29.1,154.7,30.6,12.00\ncell-518,north_cluster,E2_KPM,41.8,495.1,30.6,6.00\ncell-518,north_cluster,O1_PM,29.1,74.9,22.0,19.48\ncell-536,south_cluster,O1_PM,43.8,127.6,32.7,23.54\ncell-536,south_cluster,E2_KPM,61.6,605.2,43.6,9.39\ncell-559,north_cluster,E2_KPM,19.9,350.6,27.9,5.11\ncell-559,north_cluster,O1_PM,70.7,260.3,44.7,30.03\ncell-584,north_cluster,E2_KPM,17.3,188.8,19.2,16.31\ncell-584,north_cluster,O1_PM,38.6,230.6,27.7,21.99\ncell-593,hospital_zone,O1_PM,19.0,153.4,27.0,31.33\ncell-593,hospital_zone,E2_KPM,44.2,231.5,31.3,34.02\ncell-671,south_cluster,E2_KPM,53.7,437.1,36.4,12.69\ncell-671,south_cluster,O1_PM,43.0,346.4,34.0,15.53\ncell-684,north_cluster,O1_PM,81.4,527.4,54.0,28.73\ncell-684,north_cluster,E2_KPM,20.0,257.5,23.8,26.62\ncell-718,stadium,O1_PM,44.4,149.6,39.6,28.78\ncell-718,stadium,E2_KPM,35.2,409.5,34.1,0.67\ncell-756,north_cluster,O1_PM,20.1,421.6,20.1,9.47\ncell-756,north_cluster,E2_KPM,90.9,348.9,60.0,12.37\ncell-778,hospital_zone,O1_PM,59.3,485.0,35.9,12.76\ncell-778,hospital_zone,E2_KPM,35.9,449.5,28.6,12.25\ncell-845,stadium,O1_PM,30.3,207.6,31.4,7.59\ncell-845,stadium,E2_KPM,75.0,560.7,53.9,9.40\ncell-937,hospital_zone,E2_KPM,27.9,226.8,24.4,21.81\ncell-937,hospital_zone,O1_PM,92.6,589.1,54.0,30.67\ncell-958,stadium,E2_KPM,62.1,70.4,43.3,14.90\ncell-958,stadium,O1_PM,63.4,594.8,49.3,19.51\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "north_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b9cb46bd7e92798beb9c81650e9c86474ba6dc56b768883f67bc46af82657c1f", "telemetry_sha256": "627e244451f16d10919d99d4313d54bf7966b41b8cec3dc44a05f12cf5d90483", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-756", "edge_ue_thr_mbps": "cell-718"}, "decoy_cell": "cell-937"}}
+{"case_id": "ranintent_v1_test_0230", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Pursuant to the SLA, the mobile network operator shall demote Datacrest Analytics bulk data ingestion to normal dispatch standing across the south cluster until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-10T10:01:33Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,south_cluster,E2_KPM,65.0,335.6,45.2,18.69\ncell-140,south_cluster,O1_PM,91.2,597.3,47.1,23.40\ncell-144,hospital_zone,O1_PM,66.5,292.2,39.9,5.50\ncell-144,hospital_zone,E2_KPM,28.9,511.5,27.3,32.69\ncell-158,south_cluster,O1_PM,75.7,237.2,55.6,22.98\ncell-158,south_cluster,E2_KPM,66.3,522.3,46.8,20.18\ncell-170,stadium,E2_KPM,77.3,347.7,55.1,5.22\ncell-170,stadium,O1_PM,50.1,190.0,42.4,24.94\ncell-248,north_cluster,O1_PM,49.4,383.8,39.2,17.63\ncell-248,north_cluster,E2_KPM,42.8,413.3,28.4,17.09\ncell-288,south_cluster,E2_KPM,64.6,138.1,45.9,20.21\ncell-288,south_cluster,O1_PM,75.2,191.6,54.6,27.81\ncell-292,north_cluster,E2_KPM,51.9,193.1,37.8,12.17\ncell-292,north_cluster,O1_PM,42.1,190.7,38.8,20.04\ncell-418,north_cluster,E2_KPM,89.2,606.5,53.2,30.63\ncell-418,north_cluster,O1_PM,35.0,528.0,33.3,23.43\ncell-427,south_cluster,E2_KPM,80.7,84.6,51.2,24.45\ncell-427,south_cluster,O1_PM,42.9,149.4,32.3,6.08\ncell-433,stadium,O1_PM,56.1,380.4,37.5,16.15\ncell-433,stadium,E2_KPM,32.8,96.0,28.3,20.95\ncell-446,north_cluster,E2_KPM,57.2,614.7,41.6,30.62\ncell-446,north_cluster,O1_PM,56.5,350.3,44.0,30.79\ncell-473,hospital_zone,O1_PM,21.7,247.4,17.6,11.83\ncell-473,hospital_zone,E2_KPM,53.5,602.4,36.8,13.50\ncell-562,hospital_zone,E2_KPM,17.8,238.8,16.9,29.15\ncell-562,hospital_zone,O1_PM,31.2,494.9,28.5,31.63\ncell-669,hospital_zone,E2_KPM,55.5,99.9,39.0,34.81\ncell-669,hospital_zone,O1_PM,49.5,192.9,34.9,29.10\ncell-687,south_cluster,O1_PM,20.1,584.1,22.3,12.59\ncell-687,south_cluster,E2_KPM,23.9,609.2,23.4,31.87\ncell-725,north_cluster,O1_PM,64.2,496.7,47.2,19.60\ncell-725,north_cluster,E2_KPM,44.2,592.9,28.3,14.89\ncell-731,stadium,O1_PM,72.2,211.8,46.1,7.71\ncell-731,stadium,E2_KPM,32.6,484.8,33.4,31.69\ncell-762,north_cluster,O1_PM,26.0,77.3,19.2,6.25\ncell-762,north_cluster,E2_KPM,73.0,370.1,52.6,6.15\ncell-766,hospital_zone,E2_KPM,31.7,604.2,31.2,1.90\ncell-766,hospital_zone,O1_PM,42.1,553.5,38.4,8.24\ncell-808,stadium,O1_PM,68.7,484.4,42.0,32.33\ncell-808,stadium,E2_KPM,19.1,160.0,26.0,23.56\ncell-828,stadium,E2_KPM,71.4,479.7,47.9,12.27\ncell-828,stadium,O1_PM,71.3,248.4,48.7,28.00\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "south_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "29455aa6c58212e9511e7957ce1e4777124a1e00bd3b4b41e40082a9559d862f", "telemetry_sha256": "9da498b2f39d48b719f839c28420795bc31e695678e765c8c95c2103f7194939", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-418", "edge_ue_thr_mbps": "cell-766"}, "decoy_cell": "cell-140"}}
+{"case_id": "ranintent_v1_test_0231", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Exposure note: Civic Safety Agency requests stepping down emergency response camera streams to low priority across the south cluster until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-05T12:58:39Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,hospital_zone,O1_PM,66.7,455.4,48.7,27.59\ncell-151,hospital_zone,E2_KPM,25.9,142.9,30.9,32.97\ncell-168,stadium,O1_PM,27.1,349.1,29.4,32.02\ncell-168,stadium,E2_KPM,35.0,274.2,29.0,7.03\ncell-248,stadium,E2_KPM,41.2,625.9,32.4,29.47\ncell-248,stadium,O1_PM,16.4,232.8,22.4,24.71\ncell-266,south_cluster,E2_KPM,35.4,251.6,25.1,24.55\ncell-266,south_cluster,O1_PM,70.6,307.3,49.1,21.54\ncell-289,hospital_zone,E2_KPM,26.1,305.7,19.6,4.95\ncell-289,hospital_zone,O1_PM,59.8,373.4,45.6,13.84\ncell-315,hospital_zone,O1_PM,47.8,351.6,40.8,7.85\ncell-315,hospital_zone,E2_KPM,43.6,459.1,35.4,25.86\ncell-320,stadium,O1_PM,24.2,290.2,19.2,31.85\ncell-320,stadium,E2_KPM,19.2,587.5,17.6,9.02\ncell-351,north_cluster,E2_KPM,72.5,468.9,44.1,5.26\ncell-351,north_cluster,O1_PM,80.9,530.2,56.8,32.07\ncell-360,stadium,O1_PM,79.0,602.6,46.2,25.69\ncell-360,stadium,E2_KPM,39.6,56.0,28.7,10.89\ncell-432,north_cluster,O1_PM,68.8,151.3,44.1,24.63\ncell-432,north_cluster,E2_KPM,86.8,96.4,60.3,18.73\ncell-469,hospital_zone,O1_PM,51.9,643.7,33.8,29.16\ncell-469,hospital_zone,E2_KPM,85.4,520.4,58.2,28.58\ncell-500,stadium,E2_KPM,48.4,424.6,40.4,22.81\ncell-500,stadium,O1_PM,73.0,476.5,47.5,12.10\ncell-556,north_cluster,O1_PM,74.8,440.0,51.7,21.63\ncell-556,north_cluster,E2_KPM,65.4,637.3,45.1,1.65\ncell-603,south_cluster,E2_KPM,31.9,147.9,29.4,34.85\ncell-603,south_cluster,O1_PM,61.1,57.7,42.2,24.39\ncell-615,south_cluster,E2_KPM,95.5,403.1,62.9,11.41\ncell-615,south_cluster,O1_PM,58.2,189.1,46.9,33.40\ncell-645,south_cluster,E2_KPM,17.8,301.9,25.9,34.16\ncell-645,south_cluster,O1_PM,85.7,205.0,52.4,9.80\ncell-749,north_cluster,E2_KPM,30.8,488.8,26.9,23.91\ncell-749,north_cluster,O1_PM,24.5,89.7,26.4,32.79\ncell-780,north_cluster,O1_PM,83.1,446.5,48.7,33.83\ncell-780,north_cluster,E2_KPM,85.9,385.7,57.7,11.22\ncell-831,south_cluster,O1_PM,21.4,294.1,18.8,16.08\ncell-831,south_cluster,E2_KPM,63.0,273.5,41.7,21.42\ncell-856,south_cluster,E2_KPM,43.8,78.8,29.8,30.62\ncell-856,south_cluster,O1_PM,68.2,209.3,48.3,30.89\ncell-987,hospital_zone,O1_PM,59.7,163.5,41.7,11.37\ncell-987,hospital_zone,E2_KPM,52.8,607.4,35.2,30.09\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "eba6e502623e7c3e6ed19297a9394e338eac361389a22d77c06092eb4a82958e", "telemetry_sha256": "6d8360a881deeb65bf89841b8b2e3bb45c0b7ecc39af7f5d5fb0861eb38d65b8", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-615", "edge_ue_thr_mbps": "cell-556"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0232", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Assistant, downgrade our telemetry and sensor updates to low priority in the south cluster until the event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-18T12:43:00Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-115,hospital_zone,O1_PM,27.8,551.6,24.0,4.58\ncell-115,hospital_zone,E2_KPM,75.8,66.4,51.4,29.13\ncell-127,north_cluster,O1_PM,28.5,166.0,27.0,11.65\ncell-127,north_cluster,E2_KPM,52.4,173.5,39.6,24.76\ncell-175,stadium,E2_KPM,38.7,469.9,35.1,26.47\ncell-175,stadium,O1_PM,15.9,262.5,14.0,25.07\ncell-249,south_cluster,E2_KPM,52.0,456.6,38.9,6.33\ncell-249,south_cluster,O1_PM,36.7,483.9,29.2,18.74\ncell-305,hospital_zone,E2_KPM,27.2,374.8,24.2,15.28\ncell-305,hospital_zone,O1_PM,87.7,303.0,33.7,16.94\ncell-341,north_cluster,E2_KPM,22.1,317.5,23.9,28.57\ncell-341,north_cluster,O1_PM,46.2,519.7,40.4,4.82\ncell-378,stadium,O1_PM,18.4,549.2,17.9,23.21\ncell-378,stadium,E2_KPM,22.1,280.3,18.6,20.06\ncell-472,stadium,O1_PM,76.6,320.8,44.4,19.79\ncell-472,stadium,E2_KPM,64.6,205.1,39.9,15.43\ncell-473,north_cluster,O1_PM,22.6,289.1,19.4,22.25\ncell-473,north_cluster,E2_KPM,19.8,233.2,25.9,33.65\ncell-485,stadium,O1_PM,37.3,95.8,25.7,23.33\ncell-485,stadium,E2_KPM,69.4,66.2,42.7,8.72\ncell-494,north_cluster,E2_KPM,56.2,355.4,38.8,10.93\ncell-494,north_cluster,O1_PM,40.1,159.9,30.5,30.53\ncell-556,south_cluster,E2_KPM,19.9,210.0,17.0,4.84\ncell-556,south_cluster,O1_PM,35.8,269.3,29.2,23.69\ncell-566,hospital_zone,O1_PM,32.5,231.8,28.4,25.67\ncell-566,hospital_zone,E2_KPM,16.7,628.4,24.1,31.75\ncell-747,stadium,E2_KPM,86.1,481.5,52.5,33.26\ncell-747,stadium,O1_PM,59.1,192.1,46.9,13.09\ncell-805,south_cluster,O1_PM,55.0,463.0,41.2,28.80\ncell-805,south_cluster,E2_KPM,49.3,643.7,32.3,0.80\ncell-831,north_cluster,O1_PM,42.2,504.8,30.3,11.96\ncell-831,north_cluster,E2_KPM,70.1,520.2,46.8,25.48\ncell-918,south_cluster,E2_KPM,52.7,514.1,42.2,16.21\ncell-918,south_cluster,O1_PM,29.0,465.9,24.5,9.92\ncell-947,south_cluster,O1_PM,66.6,477.2,46.0,24.31\ncell-947,south_cluster,E2_KPM,56.7,295.9,37.7,4.93\ncell-963,north_cluster,O1_PM,57.0,270.4,42.7,7.45\ncell-963,north_cluster,E2_KPM,33.8,245.3,26.4,20.72\ncell-974,hospital_zone,E2_KPM,40.7,321.4,27.9,22.54\ncell-974,hospital_zone,O1_PM,23.1,57.4,20.5,14.38\ncell-976,hospital_zone,E2_KPM,33.5,399.9,27.4,30.44\ncell-976,hospital_zone,O1_PM,32.0,56.6,32.4,30.69\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "6405b245e76dc46cca2d8422728c9b1d973636e1c35ec7f37ca227ff11ca1c63", "telemetry_sha256": "2e5ac7763f797c7c39a668cee5a071ebf168ea01d45f9e2bacb04154a40687d2", "tokens_cl100k": {"telemetry": 1154, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-747", "edge_ue_thr_mbps": "cell-805"}, "decoy_cell": "cell-305"}}
+{"case_id": "ranintent_v1_test_0233", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Hello RAN engineers, Axis Robotics requests capping automated machine closed-loop communications at a maximum of thirty percent of available radio resources on base stations where peripheral users endure poorest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-28T20:38:12Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,hospital_zone,E2_KPM,19.2,246.5,25.9,1.97\ncell-105,hospital_zone,O1_PM,30.8,77.3,22.2,22.58\ncell-120,south_cluster,O1_PM,71.8,44.8,43.6,19.62\ncell-120,south_cluster,E2_KPM,80.9,443.9,54.9,24.33\ncell-132,north_cluster,O1_PM,38.7,187.3,35.5,12.68\ncell-132,north_cluster,E2_KPM,65.1,231.3,46.8,20.10\ncell-143,north_cluster,O1_PM,45.7,583.4,30.2,23.48\ncell-143,north_cluster,E2_KPM,62.7,387.8,48.3,23.00\ncell-184,hospital_zone,O1_PM,39.0,102.9,29.0,6.30\ncell-184,hospital_zone,E2_KPM,73.1,243.7,50.5,28.31\ncell-377,north_cluster,O1_PM,78.8,625.7,53.2,24.18\ncell-377,north_cluster,E2_KPM,53.9,648.7,38.7,20.23\ncell-393,stadium,O1_PM,73.1,193.5,49.7,13.09\ncell-393,stadium,E2_KPM,57.3,443.5,35.8,25.24\ncell-399,south_cluster,E2_KPM,21.7,595.8,26.7,12.84\ncell-399,south_cluster,O1_PM,53.8,88.5,36.7,27.32\ncell-400,south_cluster,E2_KPM,79.1,197.8,46.0,6.75\ncell-400,south_cluster,O1_PM,63.1,222.8,40.8,28.73\ncell-423,south_cluster,O1_PM,70.0,60.9,42.7,25.09\ncell-423,south_cluster,E2_KPM,42.0,591.6,30.8,33.19\ncell-475,hospital_zone,E2_KPM,70.9,512.7,43.1,34.15\ncell-475,hospital_zone,O1_PM,72.5,448.3,49.0,21.32\ncell-533,stadium,O1_PM,42.3,377.5,30.8,9.86\ncell-533,stadium,E2_KPM,61.6,208.9,42.0,5.62\ncell-608,stadium,O1_PM,34.5,510.4,25.8,24.89\ncell-608,stadium,E2_KPM,57.4,545.9,35.4,9.76\ncell-611,north_cluster,E2_KPM,40.5,559.2,31.6,17.24\ncell-611,north_cluster,O1_PM,73.7,637.5,51.8,23.31\ncell-699,hospital_zone,E2_KPM,49.7,591.6,39.6,26.77\ncell-699,hospital_zone,O1_PM,68.9,81.7,47.9,13.76\ncell-726,hospital_zone,E2_KPM,60.8,613.7,39.0,9.84\ncell-726,hospital_zone,O1_PM,44.1,577.9,31.4,24.67\ncell-809,north_cluster,E2_KPM,89.3,312.8,60.8,22.81\ncell-809,north_cluster,O1_PM,39.9,150.5,36.7,23.20\ncell-814,stadium,O1_PM,36.3,414.8,30.7,31.49\ncell-814,stadium,E2_KPM,40.3,528.4,31.9,33.60\ncell-826,south_cluster,E2_KPM,24.9,630.8,28.5,12.70\ncell-826,south_cluster,O1_PM,32.1,477.1,23.5,32.26\ncell-954,stadium,O1_PM,66.7,480.1,42.8,1.51\ncell-954,stadium,E2_KPM,18.6,211.9,23.9,24.92\ncell-972,south_cluster,O1_PM,47.0,209.6,32.1,28.13\ncell-972,south_cluster,E2_KPM,71.6,385.7,46.6,27.40\n", "truth": {"action": "cap_share", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "30", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "753e5cf8cd20697b27f496c7ae1b54b6a5f49801de4a907bca785684cad583a4", "telemetry_sha256": "a42794642d78d086aac1e7785654eaabad0ff044d15bc065d258dc234ff6c468", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-809", "edge_ue_thr_mbps": "cell-105"}, "decoy_cell": "cell-954", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0234", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket request: Permit offloading first-responder voice talkgroup compute workloads up to the metro edge facility on all towers suffering peak congestion for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-14T21:50:34Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,hospital_zone,E2_KPM,17.3,242.3,17.3,25.38\ncell-118,hospital_zone,O1_PM,56.0,46.8,41.9,22.33\ncell-123,stadium,E2_KPM,56.9,121.1,42.8,11.10\ncell-123,stadium,O1_PM,38.9,478.4,27.8,5.66\ncell-147,stadium,O1_PM,82.4,547.9,59.1,34.96\ncell-147,stadium,E2_KPM,36.7,497.7,33.8,10.51\ncell-151,stadium,E2_KPM,46.3,415.2,34.0,28.28\ncell-151,stadium,O1_PM,30.8,86.1,24.5,18.08\ncell-221,hospital_zone,O1_PM,23.1,173.9,28.7,24.85\ncell-221,hospital_zone,E2_KPM,78.1,560.6,48.9,9.53\ncell-264,hospital_zone,E2_KPM,58.0,548.7,40.2,25.56\ncell-264,hospital_zone,O1_PM,24.7,476.6,21.8,21.10\ncell-333,north_cluster,O1_PM,59.6,384.4,37.4,6.93\ncell-333,north_cluster,E2_KPM,32.8,124.6,24.7,8.93\ncell-363,stadium,O1_PM,38.8,550.7,27.9,16.21\ncell-363,stadium,E2_KPM,23.3,510.1,27.8,16.73\ncell-411,hospital_zone,E2_KPM,18.2,71.6,21.9,0.92\ncell-411,hospital_zone,O1_PM,34.8,422.5,24.2,18.55\ncell-433,south_cluster,E2_KPM,90.6,312.7,62.2,12.39\ncell-433,south_cluster,O1_PM,47.7,185.9,36.6,13.33\ncell-441,south_cluster,E2_KPM,19.8,353.5,24.7,8.71\ncell-441,south_cluster,O1_PM,42.8,106.9,32.8,13.15\ncell-510,south_cluster,O1_PM,23.9,126.9,29.3,26.12\ncell-510,south_cluster,E2_KPM,79.1,111.3,56.7,6.72\ncell-645,north_cluster,O1_PM,30.1,68.7,24.4,15.39\ncell-645,north_cluster,E2_KPM,38.2,402.3,29.4,30.45\ncell-687,hospital_zone,O1_PM,42.3,91.0,35.1,16.19\ncell-687,hospital_zone,E2_KPM,25.3,118.5,22.6,31.30\ncell-706,stadium,O1_PM,62.1,88.2,47.9,21.74\ncell-706,stadium,E2_KPM,26.2,622.5,25.1,13.86\ncell-743,south_cluster,O1_PM,36.1,161.2,28.9,28.12\ncell-743,south_cluster,E2_KPM,66.9,568.2,41.7,17.22\ncell-770,north_cluster,E2_KPM,27.6,549.2,25.6,7.91\ncell-770,north_cluster,O1_PM,38.6,282.0,27.1,27.18\ncell-915,north_cluster,O1_PM,78.9,223.4,53.1,9.05\ncell-915,north_cluster,E2_KPM,49.0,397.1,38.0,18.46\ncell-951,north_cluster,O1_PM,72.4,78.2,45.5,18.86\ncell-951,north_cluster,E2_KPM,59.6,168.8,36.0,32.74\ncell-958,south_cluster,E2_KPM,36.4,329.7,30.4,16.17\ncell-958,south_cluster,O1_PM,38.8,327.3,26.4,13.61\ncell-959,south_cluster,O1_PM,39.8,227.9,35.9,7.29\ncell-959,south_cluster,E2_KPM,71.2,481.8,41.9,13.54\n", "truth": {"action": "relax_edge", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1c882eb812b1a4a6e361b156eb768271f720d6aca02952565ed9513c13c82763", "telemetry_sha256": "b37d8a2c5f667064be939982157b2e26b489c86063ce099201330dd7e9ec3695", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-433", "edge_ue_thr_mbps": "cell-411"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0235", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Lumen Media NOC: please limit packet transmission latency to 50 ms for our subscriber video streams on base stations where perimeter user throughput is worst.", "telemetry": "KPM telemetry snapshot at 2026-10-19T06:13:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,stadium,E2_KPM,24.5,443.6,26.1,13.92\ncell-102,stadium,O1_PM,61.6,635.0,42.0,5.75\ncell-109,hospital_zone,O1_PM,39.8,111.9,34.2,19.36\ncell-109,hospital_zone,E2_KPM,82.4,69.7,52.0,23.68\ncell-132,south_cluster,E2_KPM,55.2,623.2,41.0,11.80\ncell-132,south_cluster,O1_PM,69.3,458.5,48.1,26.08\ncell-143,south_cluster,E2_KPM,64.5,97.0,45.0,19.59\ncell-143,south_cluster,O1_PM,61.9,301.1,47.6,18.06\ncell-202,south_cluster,O1_PM,67.0,223.3,40.0,19.27\ncell-202,south_cluster,E2_KPM,29.0,475.6,29.1,25.53\ncell-253,hospital_zone,O1_PM,16.9,78.8,18.2,1.02\ncell-253,hospital_zone,E2_KPM,54.7,613.1,35.2,12.69\ncell-266,stadium,E2_KPM,39.1,591.2,32.5,6.18\ncell-266,stadium,O1_PM,31.0,611.0,25.2,10.17\ncell-295,stadium,E2_KPM,77.6,629.4,48.5,17.84\ncell-295,stadium,O1_PM,62.8,631.2,40.5,5.98\ncell-321,north_cluster,O1_PM,71.2,494.0,41.7,6.96\ncell-321,north_cluster,E2_KPM,38.5,215.0,35.4,10.04\ncell-391,north_cluster,O1_PM,60.6,505.7,42.6,21.52\ncell-391,north_cluster,E2_KPM,61.2,350.2,44.8,26.47\ncell-398,stadium,O1_PM,63.3,318.8,40.7,7.24\ncell-398,stadium,E2_KPM,49.2,168.3,39.5,30.87\ncell-407,hospital_zone,E2_KPM,22.6,126.9,18.7,14.68\ncell-407,hospital_zone,O1_PM,76.6,381.1,50.4,13.66\ncell-408,hospital_zone,E2_KPM,90.7,486.4,52.2,20.50\ncell-408,hospital_zone,O1_PM,41.6,603.3,32.6,32.89\ncell-588,north_cluster,E2_KPM,34.1,606.8,33.7,19.00\ncell-588,north_cluster,O1_PM,67.8,101.4,41.5,18.36\ncell-631,north_cluster,O1_PM,19.6,398.0,24.1,4.43\ncell-631,north_cluster,E2_KPM,33.1,373.7,27.4,33.92\ncell-782,stadium,O1_PM,16.5,192.6,24.5,14.48\ncell-782,stadium,E2_KPM,43.7,336.7,28.7,16.50\ncell-822,south_cluster,E2_KPM,41.8,174.2,31.8,27.06\ncell-822,south_cluster,O1_PM,53.6,415.4,33.2,10.62\ncell-846,north_cluster,E2_KPM,45.5,272.1,38.2,1.23\ncell-846,north_cluster,O1_PM,50.4,439.3,33.5,18.90\ncell-906,south_cluster,E2_KPM,32.9,121.9,31.2,23.06\ncell-906,south_cluster,O1_PM,37.9,582.4,30.6,34.79\ncell-908,south_cluster,O1_PM,39.7,145.7,33.6,34.42\ncell-908,south_cluster,E2_KPM,78.9,92.4,55.4,5.18\ncell-971,hospital_zone,O1_PM,16.2,277.7,21.0,11.30\ncell-971,hospital_zone,E2_KPM,49.5,286.4,36.7,21.89\n", "truth": {"action": "set_latency_target", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "50", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2acad0945a6c0ee924c76535d19c51868fc26520cae3434ca65bfd0983298ee5", "telemetry_sha256": "bb0520ce2d7c2a0db2475bfd1035d69eeeb443aaeb63c5015ce277c63f44df78", "tokens_cl100k": {"telemetry": 1154, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-408", "edge_ue_thr_mbps": "cell-846"}, "decoy_cell": "cell-253", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0236", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Axis Robotics consents that processing for low-speed telemetry and sensor reports may be dynamically offloaded to any remote edge server or centralized cloud facility on sectors with peak load until explicitly revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-24T08:25:23Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-223,north_cluster,O1_PM,37.7,522.7,27.6,5.17\ncell-223,north_cluster,E2_KPM,77.5,550.3,46.1,33.40\ncell-292,south_cluster,E2_KPM,23.0,128.7,17.7,19.33\ncell-292,south_cluster,O1_PM,60.9,365.6,38.7,14.44\ncell-294,stadium,O1_PM,43.4,563.6,37.9,7.41\ncell-294,stadium,E2_KPM,23.8,319.4,22.8,25.72\ncell-298,south_cluster,O1_PM,67.4,171.2,40.8,15.11\ncell-298,south_cluster,E2_KPM,45.7,400.0,39.4,8.42\ncell-318,stadium,E2_KPM,20.6,449.5,22.3,28.36\ncell-318,stadium,O1_PM,18.6,288.8,25.7,15.79\ncell-411,hospital_zone,E2_KPM,40.4,438.1,31.6,32.10\ncell-411,hospital_zone,O1_PM,45.3,306.5,37.1,10.03\ncell-426,north_cluster,O1_PM,78.0,526.2,49.8,6.02\ncell-426,north_cluster,E2_KPM,44.4,226.6,39.4,11.23\ncell-477,stadium,O1_PM,52.5,279.0,36.8,9.56\ncell-477,stadium,E2_KPM,72.4,305.4,50.3,9.95\ncell-533,hospital_zone,O1_PM,27.4,533.1,29.7,8.37\ncell-533,hospital_zone,E2_KPM,31.9,312.5,28.6,5.27\ncell-591,north_cluster,O1_PM,28.5,141.7,26.2,10.22\ncell-591,north_cluster,E2_KPM,41.7,388.9,38.3,17.76\ncell-597,hospital_zone,E2_KPM,51.0,506.5,33.4,29.17\ncell-597,hospital_zone,O1_PM,36.0,642.3,30.4,25.50\ncell-604,hospital_zone,O1_PM,25.1,458.8,28.0,13.48\ncell-604,hospital_zone,E2_KPM,61.1,48.2,46.1,31.92\ncell-617,north_cluster,E2_KPM,39.9,472.0,34.5,32.76\ncell-617,north_cluster,O1_PM,24.9,634.9,29.4,8.38\ncell-672,south_cluster,E2_KPM,71.1,46.5,45.9,1.97\ncell-672,south_cluster,O1_PM,75.2,629.4,52.1,29.28\ncell-709,south_cluster,E2_KPM,25.2,497.8,26.3,14.86\ncell-709,south_cluster,O1_PM,18.2,473.5,19.2,33.03\ncell-743,stadium,E2_KPM,30.7,117.8,21.7,28.70\ncell-743,stadium,O1_PM,20.3,238.8,17.3,28.67\ncell-887,south_cluster,E2_KPM,21.3,445.7,27.5,33.93\ncell-887,south_cluster,O1_PM,55.8,647.8,45.9,29.09\ncell-926,stadium,E2_KPM,87.0,501.7,52.6,22.70\ncell-926,stadium,O1_PM,72.3,82.6,51.1,30.95\ncell-949,hospital_zone,O1_PM,74.1,383.9,47.7,27.96\ncell-949,hospital_zone,E2_KPM,31.4,627.7,23.3,27.90\ncell-970,north_cluster,O1_PM,49.6,45.8,39.2,23.69\ncell-970,north_cluster,E2_KPM,59.2,92.1,45.6,18.33\ncell-973,south_cluster,O1_PM,67.0,324.5,50.8,33.43\ncell-973,south_cluster,E2_KPM,67.1,431.0,42.5,23.48\n", "truth": {"action": "relax_edge", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "10e3a7256188698e2e52f16fecc900d33ba3640a65636d1d4e5a9a1954d2bf5b", "telemetry_sha256": "927bde227c97fc87fab9cf851a56b70b39d6017e081082aa25dfb4f666da2bc2", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-926", "edge_ue_thr_mbps": "cell-672"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0237", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Set dispatch priority to low for automated machinery feedback communications on cells undergoing severe traffic congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-01T18:30:51Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,O1_PM,60.3,337.3,42.0,13.21\ncell-114,north_cluster,E2_KPM,70.3,99.6,47.8,24.34\ncell-144,stadium,O1_PM,47.3,252.0,37.0,5.09\ncell-144,stadium,E2_KPM,36.4,277.7,26.6,29.74\ncell-148,hospital_zone,O1_PM,93.2,546.8,45.7,15.73\ncell-148,hospital_zone,E2_KPM,30.3,368.6,22.5,13.98\ncell-172,stadium,E2_KPM,42.2,499.8,28.4,14.23\ncell-172,stadium,O1_PM,71.5,209.3,53.2,26.63\ncell-197,south_cluster,O1_PM,37.9,541.1,31.0,24.86\ncell-197,south_cluster,E2_KPM,51.3,648.8,32.3,26.73\ncell-220,north_cluster,E2_KPM,29.8,491.0,23.2,31.20\ncell-220,north_cluster,O1_PM,64.5,54.3,47.3,9.53\ncell-221,north_cluster,E2_KPM,89.8,647.2,59.3,11.58\ncell-221,north_cluster,O1_PM,64.2,393.2,39.2,18.03\ncell-368,north_cluster,E2_KPM,64.4,455.1,45.6,27.11\ncell-368,north_cluster,O1_PM,48.5,162.0,31.0,16.04\ncell-445,hospital_zone,E2_KPM,26.8,512.9,24.8,0.83\ncell-445,hospital_zone,O1_PM,48.2,137.8,33.5,29.92\ncell-456,stadium,E2_KPM,62.8,227.9,42.1,20.71\ncell-456,stadium,O1_PM,20.0,137.0,24.3,16.26\ncell-495,south_cluster,O1_PM,34.1,200.7,29.3,27.02\ncell-495,south_cluster,E2_KPM,46.5,361.0,31.0,28.89\ncell-585,north_cluster,O1_PM,73.0,513.2,43.3,26.83\ncell-585,north_cluster,E2_KPM,39.1,112.0,35.8,34.77\ncell-592,north_cluster,O1_PM,18.2,262.0,21.9,9.17\ncell-592,north_cluster,E2_KPM,46.1,271.3,32.5,27.93\ncell-610,hospital_zone,O1_PM,34.4,529.2,32.5,17.65\ncell-610,hospital_zone,E2_KPM,50.5,631.4,32.9,5.88\ncell-639,hospital_zone,O1_PM,80.5,160.8,55.3,17.70\ncell-639,hospital_zone,E2_KPM,42.1,606.8,32.0,31.67\ncell-730,stadium,E2_KPM,49.1,506.0,37.5,22.00\ncell-730,stadium,O1_PM,56.8,130.0,42.0,19.93\ncell-822,south_cluster,E2_KPM,42.7,431.3,31.1,16.49\ncell-822,south_cluster,O1_PM,72.9,424.6,45.7,32.09\ncell-855,hospital_zone,E2_KPM,25.0,550.3,19.6,32.91\ncell-855,hospital_zone,O1_PM,37.4,601.0,25.1,26.29\ncell-870,south_cluster,E2_KPM,22.7,191.9,17.6,26.90\ncell-870,south_cluster,O1_PM,45.6,310.7,30.9,7.99\ncell-955,stadium,O1_PM,37.7,281.8,32.7,32.75\ncell-955,stadium,E2_KPM,29.5,554.1,29.9,32.01\ncell-974,south_cluster,O1_PM,54.2,354.6,40.5,9.53\ncell-974,south_cluster,E2_KPM,58.7,513.0,40.8,7.58\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f4eae2a80c85875b7edca5c161dadf2479debbfb9294c6763d887c83dbfdd1ba", "telemetry_sha256": "c10033e01b0be2bccc780391f783fa96c913f6ba08a01be64c1513cc14fdbc90", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-221", "edge_ue_thr_mbps": "cell-445"}, "decoy_cell": "cell-148", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0238", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, please clear recent QoS changes and revert unclassified best-effort data back to default settings across the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-19T06:16:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,south_cluster,E2_KPM,70.7,628.9,53.1,4.43\ncell-107,south_cluster,O1_PM,63.2,523.7,46.9,6.88\ncell-146,hospital_zone,E2_KPM,44.5,645.5,40.2,13.45\ncell-146,hospital_zone,O1_PM,20.9,387.3,16.7,14.28\ncell-152,south_cluster,E2_KPM,42.5,411.1,38.5,15.72\ncell-152,south_cluster,O1_PM,25.2,133.3,19.7,6.06\ncell-320,north_cluster,O1_PM,89.1,90.2,37.2,27.94\ncell-320,north_cluster,E2_KPM,39.6,394.9,34.8,25.23\ncell-337,north_cluster,E2_KPM,46.9,645.6,30.9,29.71\ncell-337,north_cluster,O1_PM,42.7,597.9,31.3,12.96\ncell-338,hospital_zone,E2_KPM,44.8,51.3,31.6,3.74\ncell-338,hospital_zone,O1_PM,32.6,58.1,30.1,10.68\ncell-388,south_cluster,E2_KPM,20.5,449.7,18.6,0.69\ncell-388,south_cluster,O1_PM,20.0,227.6,22.0,13.08\ncell-424,north_cluster,O1_PM,30.1,449.2,27.4,24.24\ncell-424,north_cluster,E2_KPM,52.3,594.7,33.9,20.32\ncell-474,stadium,E2_KPM,74.3,285.8,47.7,22.84\ncell-474,stadium,O1_PM,77.8,362.4,48.5,10.53\ncell-480,stadium,E2_KPM,30.7,475.9,30.1,26.91\ncell-480,stadium,O1_PM,62.6,345.2,40.0,20.80\ncell-497,stadium,E2_KPM,24.6,359.9,19.0,8.58\ncell-497,stadium,O1_PM,51.9,363.1,33.0,25.33\ncell-521,stadium,O1_PM,70.3,638.3,46.6,3.70\ncell-521,stadium,E2_KPM,38.1,67.1,30.3,31.92\ncell-566,north_cluster,E2_KPM,38.6,253.8,33.9,26.14\ncell-566,north_cluster,O1_PM,33.0,441.1,30.3,34.13\ncell-611,south_cluster,E2_KPM,20.9,383.0,26.4,15.33\ncell-611,south_cluster,O1_PM,72.0,644.1,42.3,3.74\ncell-663,hospital_zone,O1_PM,28.7,74.3,24.7,12.60\ncell-663,hospital_zone,E2_KPM,76.1,565.1,45.7,11.69\ncell-667,stadium,O1_PM,67.6,523.8,43.9,4.65\ncell-667,stadium,E2_KPM,27.3,459.3,27.7,4.02\ncell-731,hospital_zone,E2_KPM,65.3,304.9,43.4,18.31\ncell-731,hospital_zone,O1_PM,61.8,226.4,45.0,8.96\ncell-751,north_cluster,O1_PM,62.6,140.5,48.7,34.24\ncell-751,north_cluster,E2_KPM,74.5,301.3,52.7,8.08\ncell-829,north_cluster,O1_PM,77.2,41.2,49.8,5.75\ncell-829,north_cluster,E2_KPM,30.9,624.8,32.8,24.03\ncell-964,south_cluster,E2_KPM,61.0,510.3,48.4,23.89\ncell-964,south_cluster,O1_PM,76.4,285.2,48.7,5.97\ncell-967,hospital_zone,E2_KPM,86.6,290.3,58.7,9.12\ncell-967,hospital_zone,O1_PM,20.6,596.5,16.6,20.96\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c0d6172a27528c416cc7d552678960573c5dcffef706b441cbeef39d6b14fbcc", "telemetry_sha256": "22970d7bb30f319550cd7247ef499d683df5a8f1f489e7ac2e65da9bb4882674", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-967", "edge_ue_thr_mbps": "cell-388"}, "decoy_cell": "cell-320"}}
+{"case_id": "ranintent_v1_test_0239", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi operations, on access nodes where cell-edge subscribers experience minimum throughput, please constrain bulk edge analytics data ingestion to at most 50 percent of available radio resources.", "telemetry": "KPM telemetry snapshot at 2026-10-23T12:00:51Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-141,stadium,E2_KPM,81.2,531.8,56.5,27.02\ncell-141,stadium,O1_PM,32.8,449.0,25.0,5.39\ncell-147,south_cluster,O1_PM,74.2,348.2,45.9,26.56\ncell-147,south_cluster,E2_KPM,15.1,508.6,14.1,8.29\ncell-201,south_cluster,E2_KPM,19.8,541.7,22.6,34.66\ncell-201,south_cluster,O1_PM,64.5,76.2,48.3,34.07\ncell-220,hospital_zone,O1_PM,24.7,213.8,27.0,0.98\ncell-220,hospital_zone,E2_KPM,45.3,147.4,31.9,20.19\ncell-247,north_cluster,E2_KPM,72.4,70.3,46.6,14.24\ncell-247,north_cluster,O1_PM,58.5,321.0,43.8,25.70\ncell-319,north_cluster,O1_PM,70.3,56.9,42.1,26.77\ncell-319,north_cluster,E2_KPM,66.9,305.7,41.7,8.70\ncell-416,hospital_zone,E2_KPM,35.7,361.3,24.2,21.17\ncell-416,hospital_zone,O1_PM,23.5,255.1,24.8,18.76\ncell-440,stadium,O1_PM,57.2,358.5,37.2,13.89\ncell-440,stadium,E2_KPM,64.0,532.2,38.1,1.64\ncell-500,stadium,E2_KPM,54.2,300.6,40.8,13.75\ncell-500,stadium,O1_PM,36.2,321.5,25.4,30.56\ncell-505,stadium,O1_PM,73.7,129.8,49.2,31.08\ncell-505,stadium,E2_KPM,65.8,227.0,50.0,25.96\ncell-580,south_cluster,E2_KPM,93.5,422.1,53.4,27.01\ncell-580,south_cluster,O1_PM,42.1,334.3,37.6,7.73\ncell-603,north_cluster,O1_PM,43.1,573.2,28.7,25.02\ncell-603,north_cluster,E2_KPM,32.0,353.2,30.4,15.10\ncell-619,south_cluster,O1_PM,51.3,415.1,37.1,8.45\ncell-619,south_cluster,E2_KPM,39.8,595.5,37.2,16.88\ncell-634,hospital_zone,O1_PM,63.4,489.9,39.7,21.81\ncell-634,hospital_zone,E2_KPM,23.2,331.1,27.9,17.85\ncell-705,south_cluster,E2_KPM,40.4,451.9,29.8,5.49\ncell-705,south_cluster,O1_PM,39.8,179.4,31.1,31.46\ncell-725,north_cluster,E2_KPM,47.9,66.3,35.6,22.94\ncell-725,north_cluster,O1_PM,16.6,425.0,19.4,33.42\ncell-810,stadium,O1_PM,45.4,167.6,37.2,10.38\ncell-810,stadium,E2_KPM,35.3,274.3,33.8,14.84\ncell-851,hospital_zone,O1_PM,26.7,332.8,27.1,25.15\ncell-851,hospital_zone,E2_KPM,26.3,347.3,29.3,29.11\ncell-926,hospital_zone,E2_KPM,52.4,431.5,41.1,34.80\ncell-926,hospital_zone,O1_PM,26.9,339.2,22.2,20.44\ncell-966,north_cluster,E2_KPM,84.5,570.8,54.2,26.87\ncell-966,north_cluster,O1_PM,73.1,464.7,52.8,5.72\ncell-988,north_cluster,O1_PM,45.1,422.8,40.2,8.96\ncell-988,north_cluster,E2_KPM,47.2,518.9,38.1,32.23\n", "truth": {"action": "cap_share", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "50", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "86f4902c5f8ebcb6357017e5d389f9c4772578b328e9e94019d2a6657e5af90b", "telemetry_sha256": "401f4ed693fea197ee939e68d0fa518252dd8cb7146ca7a9812e6dab1502c88a", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-580", "edge_ue_thr_mbps": "cell-440"}, "decoy_cell": "cell-220", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0240", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Trouble Ticket: Cancel temporary QoS rules and restore automated machine closed-loop control communications back to default standard profile on cells where edge clients experience lowest data throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-19T10:33:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,stadium,O1_PM,43.4,313.3,35.1,27.90\ncell-102,stadium,E2_KPM,72.2,448.0,50.5,32.70\ncell-140,hospital_zone,O1_PM,40.1,492.6,36.7,20.09\ncell-140,hospital_zone,E2_KPM,80.5,213.4,49.1,24.31\ncell-153,stadium,O1_PM,78.8,457.7,45.9,15.41\ncell-153,stadium,E2_KPM,47.1,182.5,36.7,33.96\ncell-216,hospital_zone,E2_KPM,16.9,577.3,20.4,1.98\ncell-216,hospital_zone,O1_PM,54.5,284.8,35.9,10.53\ncell-226,north_cluster,E2_KPM,57.0,226.7,38.2,5.46\ncell-226,north_cluster,O1_PM,83.4,271.2,59.0,9.43\ncell-257,stadium,O1_PM,54.9,197.8,41.4,30.27\ncell-257,stadium,E2_KPM,37.9,185.8,35.7,23.23\ncell-271,south_cluster,O1_PM,71.9,189.7,42.2,23.56\ncell-271,south_cluster,E2_KPM,23.3,207.3,25.2,27.24\ncell-394,north_cluster,O1_PM,20.3,245.0,25.2,5.70\ncell-394,north_cluster,E2_KPM,59.5,381.0,39.4,6.10\ncell-470,north_cluster,O1_PM,56.8,178.4,41.2,11.90\ncell-470,north_cluster,E2_KPM,38.1,368.4,33.1,34.98\ncell-471,stadium,O1_PM,67.4,558.0,45.6,26.74\ncell-471,stadium,E2_KPM,92.5,148.8,54.2,22.39\ncell-494,south_cluster,E2_KPM,17.5,282.9,14.9,9.75\ncell-494,south_cluster,O1_PM,82.4,418.0,53.4,22.81\ncell-534,north_cluster,E2_KPM,47.1,128.3,32.4,8.45\ncell-534,north_cluster,O1_PM,15.6,562.0,18.3,12.25\ncell-581,south_cluster,O1_PM,33.0,404.1,27.0,33.37\ncell-581,south_cluster,E2_KPM,69.4,463.7,46.3,19.88\ncell-582,south_cluster,E2_KPM,18.3,42.2,19.9,30.11\ncell-582,south_cluster,O1_PM,15.8,75.9,14.6,32.53\ncell-637,hospital_zone,O1_PM,70.3,628.5,52.3,24.56\ncell-637,hospital_zone,E2_KPM,32.4,181.0,22.9,18.40\ncell-674,north_cluster,O1_PM,71.8,643.6,44.6,16.24\ncell-674,north_cluster,E2_KPM,25.1,378.6,24.1,10.99\ncell-684,hospital_zone,E2_KPM,32.1,399.3,32.8,6.11\ncell-684,hospital_zone,O1_PM,41.7,372.3,28.1,16.38\ncell-793,hospital_zone,E2_KPM,24.1,547.3,25.7,30.34\ncell-793,hospital_zone,O1_PM,35.6,636.8,27.1,6.04\ncell-864,north_cluster,E2_KPM,53.3,483.4,34.4,19.84\ncell-864,north_cluster,O1_PM,16.4,406.5,23.2,30.33\ncell-868,stadium,O1_PM,47.4,481.0,29.7,30.76\ncell-868,stadium,E2_KPM,47.2,257.6,30.9,32.40\ncell-899,south_cluster,E2_KPM,21.8,371.1,22.6,22.97\ncell-899,south_cluster,O1_PM,77.1,322.9,47.9,23.38\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b73be3b1816926cb43e4a2ed1bd7ced5c0cdd476e7c674c2d0753b7f1c687ee5", "telemetry_sha256": "83bff1ec1c219aa338455e193f149824bf35c215f0e46722eb5575fd5c65daae", "tokens_cl100k": {"telemetry": 1154, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-471", "edge_ue_thr_mbps": "cell-216"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0241", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety alert: cap body camera and ambulance video transmissions at a maximum ceiling of 10% radio resources on cells where edge clients experience lowest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-19T11:37:15Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-175,stadium,O1_PM,59.3,429.8,47.5,14.53\ncell-175,stadium,E2_KPM,89.9,357.5,61.0,21.60\ncell-180,hospital_zone,E2_KPM,49.6,636.5,33.9,11.33\ncell-180,hospital_zone,O1_PM,71.4,525.2,52.8,14.94\ncell-275,hospital_zone,O1_PM,79.8,134.8,54.0,17.63\ncell-275,hospital_zone,E2_KPM,75.7,523.2,53.1,1.22\ncell-361,north_cluster,O1_PM,68.9,487.1,41.0,11.38\ncell-361,north_cluster,E2_KPM,17.7,594.9,15.7,20.21\ncell-381,hospital_zone,E2_KPM,32.2,402.7,32.1,7.76\ncell-381,hospital_zone,O1_PM,49.7,279.1,41.7,32.77\ncell-405,north_cluster,E2_KPM,25.8,636.6,27.8,30.40\ncell-405,north_cluster,O1_PM,40.7,411.3,36.0,23.10\ncell-428,south_cluster,E2_KPM,55.0,402.9,42.6,11.82\ncell-428,south_cluster,O1_PM,44.1,356.5,30.3,0.86\ncell-449,north_cluster,E2_KPM,47.4,228.0,31.5,18.89\ncell-449,north_cluster,O1_PM,58.6,99.0,45.1,15.36\ncell-481,south_cluster,E2_KPM,75.0,411.6,46.6,29.77\ncell-481,south_cluster,O1_PM,50.8,124.3,34.1,9.42\ncell-498,stadium,E2_KPM,67.9,526.6,43.1,23.58\ncell-498,stadium,O1_PM,57.3,646.6,42.6,4.26\ncell-513,south_cluster,O1_PM,74.2,345.3,53.2,12.95\ncell-513,south_cluster,E2_KPM,26.8,460.6,29.8,30.08\ncell-540,stadium,O1_PM,42.8,483.9,35.8,21.93\ncell-540,stadium,E2_KPM,27.5,584.1,27.1,31.31\ncell-723,south_cluster,O1_PM,56.5,203.6,43.4,29.13\ncell-723,south_cluster,E2_KPM,29.2,258.6,26.6,8.41\ncell-728,south_cluster,O1_PM,55.7,520.4,40.4,29.08\ncell-728,south_cluster,E2_KPM,39.9,502.7,31.2,23.10\ncell-768,hospital_zone,E2_KPM,30.9,145.6,29.7,4.99\ncell-768,hospital_zone,O1_PM,38.9,351.2,26.3,23.04\ncell-803,stadium,O1_PM,46.4,404.1,37.9,23.99\ncell-803,stadium,E2_KPM,21.0,74.2,16.7,16.40\ncell-806,north_cluster,E2_KPM,81.8,251.0,57.9,20.21\ncell-806,north_cluster,O1_PM,18.6,524.5,17.9,18.62\ncell-808,north_cluster,E2_KPM,21.5,59.2,18.3,23.10\ncell-808,north_cluster,O1_PM,81.6,334.4,48.9,32.74\ncell-843,north_cluster,E2_KPM,21.7,280.8,20.5,28.53\ncell-843,north_cluster,O1_PM,44.4,210.2,32.1,14.70\ncell-848,hospital_zone,O1_PM,59.9,205.7,36.6,5.13\ncell-848,hospital_zone,E2_KPM,22.5,176.3,21.0,18.76\ncell-901,stadium,E2_KPM,73.2,446.7,44.6,12.36\ncell-901,stadium,O1_PM,62.6,433.6,37.8,32.43\n", "truth": {"action": "cap_share", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "10", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "9773ae1e012f647f9fb4362260f3047119f5ae05e7645e3ce8358edbebe3b978", "telemetry_sha256": "bf12f246a90d1599b3e0e6b6ad5d23ffabea345503137e267b0a6c3e9599d7f8", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-175", "edge_ue_thr_mbps": "cell-275"}, "decoy_cell": "cell-428", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0242", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The mobile network operator covenants to adjust scheduling dispatch for general best-effort internet traffic down to low priority on cells where edge clients experience lowest data throughput for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-03T18:04:58Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,hospital_zone,O1_PM,50.1,397.4,41.3,10.39\ncell-100,hospital_zone,E2_KPM,52.6,581.4,44.2,21.37\ncell-145,south_cluster,O1_PM,81.2,625.7,47.2,5.50\ncell-145,south_cluster,E2_KPM,94.6,539.6,64.2,9.02\ncell-226,north_cluster,E2_KPM,65.4,254.1,50.1,22.83\ncell-226,north_cluster,O1_PM,80.0,101.1,51.9,7.41\ncell-251,stadium,E2_KPM,41.4,439.8,33.5,19.83\ncell-251,stadium,O1_PM,31.2,361.9,29.0,1.43\ncell-280,stadium,E2_KPM,77.0,270.7,55.9,27.60\ncell-280,stadium,O1_PM,60.6,344.3,47.1,22.78\ncell-387,stadium,O1_PM,60.7,633.0,37.3,27.50\ncell-387,stadium,E2_KPM,86.5,267.4,61.0,13.46\ncell-446,north_cluster,O1_PM,61.7,59.5,47.3,31.62\ncell-446,north_cluster,E2_KPM,70.7,121.4,46.9,25.25\ncell-531,hospital_zone,O1_PM,51.7,470.2,42.5,21.12\ncell-531,hospital_zone,E2_KPM,72.9,248.4,50.0,1.81\ncell-578,north_cluster,E2_KPM,36.9,108.2,30.2,34.54\ncell-578,north_cluster,O1_PM,30.2,458.7,31.8,6.12\ncell-618,hospital_zone,O1_PM,63.5,81.9,49.2,22.89\ncell-618,hospital_zone,E2_KPM,56.8,73.2,45.5,29.10\ncell-659,north_cluster,O1_PM,55.2,484.2,37.4,10.86\ncell-659,north_cluster,E2_KPM,19.0,50.9,20.5,10.88\ncell-691,north_cluster,E2_KPM,37.4,328.0,31.9,10.51\ncell-691,north_cluster,O1_PM,49.3,574.0,38.3,29.74\ncell-704,stadium,O1_PM,41.1,399.2,32.4,29.11\ncell-704,stadium,E2_KPM,70.3,325.9,49.0,6.86\ncell-727,stadium,E2_KPM,18.5,337.2,24.2,18.98\ncell-727,stadium,O1_PM,20.0,218.9,27.5,19.71\ncell-768,north_cluster,O1_PM,63.3,168.9,40.5,18.06\ncell-768,north_cluster,E2_KPM,46.6,619.3,32.0,28.38\ncell-876,south_cluster,E2_KPM,19.9,403.9,17.0,31.71\ncell-876,south_cluster,O1_PM,46.9,87.5,29.8,29.61\ncell-899,south_cluster,O1_PM,31.8,487.7,28.4,26.18\ncell-899,south_cluster,E2_KPM,74.7,588.1,52.7,32.33\ncell-900,hospital_zone,E2_KPM,23.8,506.3,29.1,16.03\ncell-900,hospital_zone,O1_PM,48.9,257.5,36.4,20.28\ncell-906,south_cluster,O1_PM,18.0,277.8,20.9,34.88\ncell-906,south_cluster,E2_KPM,26.0,173.2,27.3,12.61\ncell-959,hospital_zone,O1_PM,39.6,250.3,28.1,25.01\ncell-959,hospital_zone,E2_KPM,46.4,454.9,39.7,7.95\ncell-992,south_cluster,O1_PM,46.2,578.3,33.2,18.73\ncell-992,south_cluster,E2_KPM,44.3,440.7,31.8,8.84\n", "truth": {"action": "deprioritise", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "47769e41dedb1baf41d03b6ee5c373eb57537b45cf9e5cf5773e2e8d90390136", "telemetry_sha256": "eddac38c225ad9931ae05be778ca5368577bd021f188d42724b3bf3157e3eab6", "tokens_cl100k": {"telemetry": 1154, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-145", "edge_ue_thr_mbps": "cell-531"}, "decoy_cell": "cell-251", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0243", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Restrict bulk analytics upload processing strictly to local servers situated at the radio base stations for cells under highest congestion for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-28T21:19:15Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-127,south_cluster,O1_PM,44.0,592.7,33.7,17.11\ncell-127,south_cluster,E2_KPM,18.0,161.6,24.6,19.65\ncell-221,hospital_zone,O1_PM,42.1,254.9,35.5,6.85\ncell-221,hospital_zone,E2_KPM,34.8,58.9,34.5,20.43\ncell-242,north_cluster,E2_KPM,61.7,108.2,41.4,1.56\ncell-242,north_cluster,O1_PM,23.2,308.4,28.6,12.24\ncell-273,hospital_zone,E2_KPM,29.3,151.8,23.0,15.34\ncell-273,hospital_zone,O1_PM,25.5,479.8,24.8,13.75\ncell-285,north_cluster,E2_KPM,74.1,69.7,51.8,23.82\ncell-285,north_cluster,O1_PM,45.4,449.7,38.9,18.65\ncell-293,north_cluster,O1_PM,70.6,462.7,51.2,14.57\ncell-293,north_cluster,E2_KPM,16.2,539.3,18.8,25.48\ncell-346,north_cluster,O1_PM,40.9,152.0,27.5,15.82\ncell-346,north_cluster,E2_KPM,35.4,75.3,29.4,34.99\ncell-392,stadium,E2_KPM,95.5,295.6,64.1,12.74\ncell-392,stadium,O1_PM,85.0,190.7,55.6,31.86\ncell-396,stadium,O1_PM,44.9,562.9,39.7,8.96\ncell-396,stadium,E2_KPM,27.6,390.3,22.3,28.17\ncell-462,north_cluster,O1_PM,19.0,438.5,20.1,25.86\ncell-462,north_cluster,E2_KPM,58.2,479.1,38.8,10.36\ncell-519,south_cluster,O1_PM,98.2,382.3,45.4,27.98\ncell-519,south_cluster,E2_KPM,76.5,583.9,53.5,10.40\ncell-530,south_cluster,O1_PM,54.2,416.7,37.3,17.39\ncell-530,south_cluster,E2_KPM,61.9,360.9,39.8,14.35\ncell-720,south_cluster,O1_PM,30.3,393.6,28.4,17.95\ncell-720,south_cluster,E2_KPM,63.7,173.1,41.9,10.96\ncell-761,north_cluster,O1_PM,77.2,597.8,56.6,15.19\ncell-761,north_cluster,E2_KPM,51.6,93.1,39.5,22.77\ncell-823,stadium,E2_KPM,50.8,442.2,42.0,17.58\ncell-823,stadium,O1_PM,70.2,441.2,43.8,23.74\ncell-853,hospital_zone,E2_KPM,37.3,300.6,27.6,18.73\ncell-853,hospital_zone,O1_PM,22.1,83.8,19.3,18.17\ncell-891,stadium,O1_PM,15.0,86.7,25.3,30.28\ncell-891,stadium,E2_KPM,80.1,78.8,47.8,8.65\ncell-902,hospital_zone,E2_KPM,45.8,465.5,34.0,25.02\ncell-902,hospital_zone,O1_PM,18.0,421.5,22.9,33.94\ncell-971,stadium,E2_KPM,24.2,58.3,29.2,24.54\ncell-971,stadium,O1_PM,41.5,190.2,36.8,32.47\ncell-973,hospital_zone,O1_PM,39.2,47.2,35.5,8.86\ncell-973,hospital_zone,E2_KPM,84.1,144.0,59.8,30.35\ncell-991,south_cluster,E2_KPM,85.5,161.4,55.7,10.92\ncell-991,south_cluster,O1_PM,20.3,569.0,19.7,26.37\n", "truth": {"action": "restrict_edge", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "on_site", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ee463932373778e66e897a46ff4acf65c997dcb7bcb5e1f43ce4ab74c7113a25", "telemetry_sha256": "bc978a2677d6be684df85cb3a0a84ae7527b9f4231d8f3723569af9686355497", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-392", "edge_ue_thr_mbps": "cell-242"}, "decoy_cell": "cell-519", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0244", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, cancel earlier adjustments and revert ambulance and bodycam emergency video streams back to default handling across the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-19T08:38:10Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-142,hospital_zone,E2_KPM,43.1,384.0,31.2,21.52\ncell-142,hospital_zone,O1_PM,34.9,203.8,32.6,24.29\ncell-156,north_cluster,O1_PM,33.8,292.7,31.4,9.25\ncell-156,north_cluster,E2_KPM,19.7,71.7,18.5,21.13\ncell-187,stadium,O1_PM,85.0,405.7,54.8,15.15\ncell-187,stadium,E2_KPM,69.9,243.6,50.7,11.48\ncell-291,hospital_zone,O1_PM,49.8,500.1,31.0,15.88\ncell-291,hospital_zone,E2_KPM,78.0,567.0,46.8,17.72\ncell-372,north_cluster,E2_KPM,30.9,182.7,22.3,22.22\ncell-372,north_cluster,O1_PM,42.2,126.9,31.9,16.53\ncell-380,hospital_zone,O1_PM,82.1,375.2,58.0,30.92\ncell-380,hospital_zone,E2_KPM,65.3,540.2,44.5,16.97\ncell-481,south_cluster,O1_PM,69.8,254.7,52.7,19.43\ncell-481,south_cluster,E2_KPM,18.8,575.4,19.8,12.70\ncell-492,north_cluster,E2_KPM,80.8,487.7,48.2,25.98\ncell-492,north_cluster,O1_PM,36.4,565.0,34.7,27.10\ncell-505,hospital_zone,O1_PM,39.5,420.5,32.3,6.77\ncell-505,hospital_zone,E2_KPM,34.2,44.3,25.3,14.33\ncell-582,stadium,E2_KPM,29.1,316.1,31.6,1.10\ncell-582,stadium,O1_PM,65.5,202.7,47.9,4.17\ncell-612,hospital_zone,E2_KPM,78.6,467.1,49.1,18.04\ncell-612,hospital_zone,O1_PM,35.5,216.9,25.4,8.33\ncell-637,stadium,O1_PM,77.6,127.1,55.6,16.78\ncell-637,stadium,E2_KPM,56.2,168.6,44.2,9.23\ncell-665,north_cluster,E2_KPM,60.6,68.6,41.0,15.26\ncell-665,north_cluster,O1_PM,43.5,240.0,38.2,7.48\ncell-724,south_cluster,E2_KPM,95.4,410.4,55.6,5.75\ncell-724,south_cluster,O1_PM,79.8,563.4,53.5,9.80\ncell-841,north_cluster,E2_KPM,15.3,358.7,21.5,19.32\ncell-841,north_cluster,O1_PM,59.5,155.9,43.7,22.96\ncell-842,south_cluster,O1_PM,48.2,318.9,41.4,16.15\ncell-842,south_cluster,E2_KPM,78.2,516.4,52.0,13.55\ncell-843,south_cluster,E2_KPM,16.5,615.9,21.3,34.07\ncell-843,south_cluster,O1_PM,36.2,290.7,33.7,12.82\ncell-904,stadium,E2_KPM,36.4,523.9,27.3,32.79\ncell-904,stadium,O1_PM,97.0,394.6,14.4,32.25\ncell-914,south_cluster,E2_KPM,61.8,531.1,37.2,33.95\ncell-914,south_cluster,O1_PM,43.1,306.1,35.4,14.39\ncell-932,stadium,O1_PM,38.3,222.7,31.8,11.37\ncell-932,stadium,E2_KPM,56.2,253.0,44.4,21.76\ncell-943,north_cluster,E2_KPM,27.0,191.0,30.7,11.42\ncell-943,north_cluster,O1_PM,73.6,423.3,46.9,32.88\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "dd6c30483109bbc141db9b85219366d16f666cab97c6e6598476a6b5799cda20", "telemetry_sha256": "00b9e8e8c5fa4a5044edccd2fe6850e570960733b72d40ac7dd9994794161c82", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-724", "edge_ue_thr_mbps": "cell-582"}, "decoy_cell": "cell-904"}}
+{"case_id": "ranintent_v1_test_0245", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hi support, Lumen Media requests that interactive gaming and virtual reality streaming be promoted to high priority across the hospital zone. Please enforce this rule for the next sixty minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-21T12:42:02Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,north_cluster,O1_PM,49.2,606.3,32.6,8.80\ncell-106,north_cluster,E2_KPM,64.8,541.5,43.1,1.41\ncell-122,south_cluster,O1_PM,73.7,156.1,49.9,24.73\ncell-122,south_cluster,E2_KPM,62.3,41.4,37.4,9.88\ncell-187,south_cluster,O1_PM,31.5,302.9,22.6,17.06\ncell-187,south_cluster,E2_KPM,80.1,634.9,55.1,30.34\ncell-224,hospital_zone,E2_KPM,78.8,558.7,48.1,9.61\ncell-224,hospital_zone,O1_PM,43.3,221.9,39.4,33.59\ncell-260,hospital_zone,O1_PM,70.1,609.1,47.9,5.06\ncell-260,hospital_zone,E2_KPM,28.8,630.3,21.0,33.57\ncell-371,stadium,O1_PM,69.5,572.1,40.9,32.41\ncell-371,stadium,E2_KPM,60.5,567.6,48.0,23.65\ncell-442,north_cluster,E2_KPM,62.6,499.8,47.8,20.87\ncell-442,north_cluster,O1_PM,39.5,458.1,31.7,23.89\ncell-445,north_cluster,E2_KPM,38.7,389.4,35.2,28.00\ncell-445,north_cluster,O1_PM,40.0,395.4,34.8,11.00\ncell-470,hospital_zone,E2_KPM,50.7,390.1,31.6,14.24\ncell-470,hospital_zone,O1_PM,29.2,599.0,21.5,20.45\ncell-485,hospital_zone,O1_PM,57.6,240.3,41.8,25.20\ncell-485,hospital_zone,E2_KPM,91.1,230.8,53.1,7.58\ncell-516,stadium,E2_KPM,29.7,406.9,28.6,6.23\ncell-516,stadium,O1_PM,36.8,434.5,25.3,25.64\ncell-520,south_cluster,O1_PM,48.2,499.0,39.7,31.09\ncell-520,south_cluster,E2_KPM,60.5,226.6,44.2,19.08\ncell-553,south_cluster,O1_PM,30.2,357.4,28.0,20.22\ncell-553,south_cluster,E2_KPM,48.6,362.1,30.5,18.51\ncell-644,stadium,E2_KPM,36.0,311.2,24.7,7.05\ncell-644,stadium,O1_PM,76.5,355.9,46.6,11.21\ncell-728,south_cluster,E2_KPM,26.6,103.1,19.7,26.73\ncell-728,south_cluster,O1_PM,94.5,98.1,48.3,25.99\ncell-734,hospital_zone,E2_KPM,69.3,411.6,50.4,33.13\ncell-734,hospital_zone,O1_PM,51.6,308.3,32.7,34.06\ncell-748,stadium,E2_KPM,20.9,614.0,26.2,12.04\ncell-748,stadium,O1_PM,72.5,602.1,43.6,28.50\ncell-755,north_cluster,O1_PM,16.2,305.1,23.8,23.50\ncell-755,north_cluster,E2_KPM,33.8,486.0,23.7,20.47\ncell-792,stadium,O1_PM,70.6,116.3,43.4,12.40\ncell-792,stadium,E2_KPM,49.2,151.7,36.1,13.90\ncell-823,north_cluster,O1_PM,64.3,70.7,40.0,13.97\ncell-823,north_cluster,E2_KPM,76.0,418.6,48.8,8.03\ncell-981,north_cluster,O1_PM,26.1,525.7,30.3,32.57\ncell-981,north_cluster,E2_KPM,24.6,440.4,21.4,24.31\n", "truth": {"action": "prioritise", "class": "xr_gaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d0700774b89216e6146d27752eade2a6653359287829814355a8718a39113607", "telemetry_sha256": "c019c895a13d856a38af55c56466b2853d00ed240aa1b7e03d619b54c7ec5276", "tokens_cl100k": {"telemetry": 1154, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-485", "edge_ue_thr_mbps": "cell-106"}, "decoy_cell": "cell-728"}}
+{"case_id": "ranintent_v1_test_0246", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ops Ticket #11930: Restrict edge compute processing for emergency responder live camera streams to go no farther than a regional cloud site on cells where peripheral throughput is worst, valid for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-28T11:18:37Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,hospital_zone,O1_PM,60.3,271.1,44.4,6.66\ncell-110,hospital_zone,E2_KPM,27.0,261.2,22.8,21.71\ncell-137,hospital_zone,E2_KPM,54.1,524.6,42.3,14.44\ncell-137,hospital_zone,O1_PM,67.3,347.7,42.4,33.74\ncell-288,south_cluster,E2_KPM,83.1,297.7,59.3,7.90\ncell-288,south_cluster,O1_PM,67.3,341.2,42.4,24.12\ncell-348,hospital_zone,O1_PM,69.5,586.4,45.9,10.46\ncell-348,hospital_zone,E2_KPM,70.7,256.3,50.6,14.79\ncell-359,north_cluster,O1_PM,61.2,614.8,42.3,0.30\ncell-359,north_cluster,E2_KPM,45.5,184.7,38.5,23.62\ncell-470,stadium,E2_KPM,62.1,319.4,42.1,8.96\ncell-470,stadium,O1_PM,62.7,442.7,37.6,24.20\ncell-473,north_cluster,E2_KPM,31.8,304.1,31.0,10.24\ncell-473,north_cluster,O1_PM,39.1,492.8,30.3,5.62\ncell-496,stadium,O1_PM,23.6,270.9,28.4,18.21\ncell-496,stadium,E2_KPM,52.6,66.0,34.1,10.37\ncell-533,stadium,E2_KPM,28.4,522.9,24.9,15.49\ncell-533,stadium,O1_PM,56.3,417.5,34.8,34.60\ncell-567,south_cluster,E2_KPM,38.6,588.0,25.6,9.78\ncell-567,south_cluster,O1_PM,75.0,153.2,48.7,25.39\ncell-647,north_cluster,O1_PM,45.5,128.4,36.2,29.23\ncell-647,north_cluster,E2_KPM,30.1,373.0,25.4,33.24\ncell-723,hospital_zone,O1_PM,67.9,555.0,51.6,33.23\ncell-723,hospital_zone,E2_KPM,42.2,134.4,27.4,22.70\ncell-756,south_cluster,O1_PM,36.4,44.4,33.4,12.07\ncell-756,south_cluster,E2_KPM,95.9,489.0,63.9,27.65\ncell-770,north_cluster,E2_KPM,46.7,391.6,37.5,30.29\ncell-770,north_cluster,O1_PM,65.3,615.8,49.3,33.12\ncell-812,stadium,E2_KPM,56.2,156.6,36.7,0.84\ncell-812,stadium,O1_PM,22.2,456.0,17.2,20.49\ncell-869,south_cluster,E2_KPM,46.1,286.4,31.7,25.20\ncell-869,south_cluster,O1_PM,87.6,346.9,61.5,30.96\ncell-871,north_cluster,O1_PM,73.1,319.7,47.6,27.73\ncell-871,north_cluster,E2_KPM,38.4,443.1,36.6,5.39\ncell-911,stadium,O1_PM,17.2,600.0,23.2,14.83\ncell-911,stadium,E2_KPM,44.1,576.0,39.7,28.43\ncell-926,stadium,O1_PM,67.0,120.8,45.9,7.08\ncell-926,stadium,E2_KPM,69.7,119.3,49.9,29.95\ncell-931,hospital_zone,O1_PM,78.9,212.7,55.3,20.64\ncell-931,hospital_zone,E2_KPM,67.5,337.0,42.6,6.42\ncell-994,south_cluster,O1_PM,28.9,525.3,25.4,23.23\ncell-994,south_cluster,E2_KPM,62.1,417.5,37.3,22.20\n", "truth": {"action": "restrict_edge", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "d1a04ff91db506cbc33ebe3c4e9333e8daf97cdba985bee4ef545bfc6b531e2c", "telemetry_sha256": "58f71e13e65234a4fc4c4495a0bbfcc9e272273ceb03c2bad6707166a7d98b19", "tokens_cl100k": {"telemetry": 1152, "text": 39}, "extreme_cells": {"prb_util_pct": "cell-756", "edge_ue_thr_mbps": "cell-812"}, "decoy_cell": "cell-359", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0247", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "@channel elevate standard best-effort traffic to top-level critical priority across south cluster cells until the active event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-01T09:30:57Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-154,stadium,E2_KPM,56.4,467.1,39.5,26.70\ncell-154,stadium,O1_PM,64.1,556.6,46.5,8.04\ncell-169,north_cluster,E2_KPM,27.5,163.9,22.2,14.64\ncell-169,north_cluster,O1_PM,23.5,473.3,25.7,10.68\ncell-235,hospital_zone,O1_PM,71.6,42.8,50.0,6.85\ncell-235,hospital_zone,E2_KPM,36.7,509.1,25.2,18.28\ncell-307,south_cluster,E2_KPM,25.1,219.4,30.3,6.60\ncell-307,south_cluster,O1_PM,21.3,321.2,24.2,24.50\ncell-352,north_cluster,O1_PM,56.6,613.2,37.8,14.67\ncell-352,north_cluster,E2_KPM,29.5,469.1,23.1,32.60\ncell-478,north_cluster,E2_KPM,80.1,100.0,48.4,25.07\ncell-478,north_cluster,O1_PM,67.8,218.1,46.3,22.60\ncell-485,south_cluster,O1_PM,21.1,251.0,24.5,15.63\ncell-485,south_cluster,E2_KPM,68.6,210.0,49.1,13.77\ncell-533,south_cluster,O1_PM,40.8,59.4,37.3,7.46\ncell-533,south_cluster,E2_KPM,56.2,226.9,36.3,27.91\ncell-616,stadium,O1_PM,18.9,419.4,19.0,32.57\ncell-616,stadium,E2_KPM,34.4,64.9,31.0,22.44\ncell-633,stadium,E2_KPM,68.1,599.4,47.4,1.67\ncell-633,stadium,O1_PM,39.9,49.2,29.3,9.84\ncell-665,hospital_zone,O1_PM,20.5,260.3,27.4,30.69\ncell-665,hospital_zone,E2_KPM,52.0,298.1,38.7,10.10\ncell-683,north_cluster,E2_KPM,91.1,455.5,61.2,26.26\ncell-683,north_cluster,O1_PM,76.3,610.8,47.9,33.27\ncell-720,south_cluster,O1_PM,80.5,222.3,54.9,8.74\ncell-720,south_cluster,E2_KPM,31.2,174.7,31.1,4.92\ncell-793,hospital_zone,O1_PM,94.5,85.6,36.4,16.64\ncell-793,hospital_zone,E2_KPM,66.3,512.5,48.5,5.43\ncell-800,north_cluster,E2_KPM,75.5,601.4,44.4,15.23\ncell-800,north_cluster,O1_PM,21.2,92.2,19.1,26.66\ncell-837,north_cluster,O1_PM,49.0,138.6,34.8,13.93\ncell-837,north_cluster,E2_KPM,62.4,228.4,37.3,32.32\ncell-875,stadium,E2_KPM,44.9,198.8,36.4,14.69\ncell-875,stadium,O1_PM,17.3,419.0,26.6,12.75\ncell-877,south_cluster,E2_KPM,58.9,164.3,45.3,18.97\ncell-877,south_cluster,O1_PM,31.2,342.3,29.3,21.89\ncell-918,stadium,E2_KPM,57.6,476.1,40.7,19.00\ncell-918,stadium,O1_PM,64.7,293.1,38.7,18.17\ncell-921,hospital_zone,E2_KPM,53.2,525.4,35.7,8.38\ncell-921,hospital_zone,O1_PM,74.0,463.3,53.1,30.27\ncell-991,hospital_zone,E2_KPM,24.9,463.2,26.1,8.52\ncell-991,hospital_zone,O1_PM,49.0,540.1,38.6,20.22\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "330034daa938ff12574210e0ffc4c2a51b4b59a593b0ecdb2a152722ebd5a80a", "telemetry_sha256": "a1b6aebdce6ad40b56fa807f5c1bdba4847f2eb4d52de2f15ae9ccd60d0be4fd", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-683", "edge_ue_thr_mbps": "cell-633"}, "decoy_cell": "cell-793"}}
+{"case_id": "ranintent_v1_test_0248", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network service provider covenants to adjust scheduling precedence for subscriber video playback downward to normal priority on all radio units where boundary users encounter minimum data throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-12T12:49:17Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-231,north_cluster,E2_KPM,62.9,132.9,43.5,17.99\ncell-231,north_cluster,O1_PM,17.6,558.1,25.3,9.86\ncell-239,stadium,O1_PM,76.0,209.8,44.1,7.75\ncell-239,stadium,E2_KPM,78.3,634.8,50.7,0.81\ncell-285,hospital_zone,O1_PM,75.5,438.6,46.3,25.74\ncell-285,hospital_zone,E2_KPM,69.0,138.5,49.7,32.40\ncell-464,stadium,O1_PM,32.5,358.7,30.5,7.11\ncell-464,stadium,E2_KPM,78.1,581.6,50.9,29.18\ncell-469,hospital_zone,O1_PM,63.9,181.6,38.4,19.37\ncell-469,hospital_zone,E2_KPM,49.2,61.1,33.5,16.66\ncell-511,stadium,O1_PM,16.9,648.5,25.0,13.80\ncell-511,stadium,E2_KPM,23.1,114.3,25.7,30.95\ncell-573,north_cluster,O1_PM,60.0,287.7,41.4,34.41\ncell-573,north_cluster,E2_KPM,56.8,601.7,40.0,8.49\ncell-625,south_cluster,O1_PM,29.3,107.1,27.9,4.86\ncell-625,south_cluster,E2_KPM,68.2,203.6,50.9,19.37\ncell-651,south_cluster,O1_PM,40.8,473.7,31.2,10.76\ncell-651,south_cluster,E2_KPM,28.1,158.2,20.2,22.97\ncell-657,hospital_zone,O1_PM,22.5,588.6,24.8,24.55\ncell-657,hospital_zone,E2_KPM,35.8,439.5,28.6,28.80\ncell-678,stadium,E2_KPM,38.1,398.4,27.3,5.71\ncell-678,stadium,O1_PM,44.0,51.2,38.9,17.60\ncell-737,south_cluster,E2_KPM,77.4,115.0,46.9,22.92\ncell-737,south_cluster,O1_PM,42.4,498.8,28.5,32.66\ncell-792,north_cluster,O1_PM,74.2,551.6,47.2,16.26\ncell-792,north_cluster,E2_KPM,57.4,416.6,38.9,8.33\ncell-818,hospital_zone,E2_KPM,63.6,575.0,42.5,8.92\ncell-818,hospital_zone,O1_PM,36.7,630.7,34.6,7.45\ncell-829,hospital_zone,E2_KPM,86.4,215.9,50.0,7.91\ncell-829,hospital_zone,O1_PM,62.3,169.2,45.5,32.30\ncell-851,north_cluster,O1_PM,29.5,519.8,30.6,12.21\ncell-851,north_cluster,E2_KPM,70.3,645.5,41.9,20.74\ncell-853,south_cluster,O1_PM,37.5,640.8,27.3,26.74\ncell-853,south_cluster,E2_KPM,52.2,374.0,38.8,5.30\ncell-861,south_cluster,E2_KPM,65.4,121.4,47.5,5.04\ncell-861,south_cluster,O1_PM,52.4,463.2,34.3,15.28\ncell-894,north_cluster,E2_KPM,45.0,318.1,38.4,8.40\ncell-894,north_cluster,O1_PM,64.9,616.1,47.5,0.17\ncell-912,north_cluster,E2_KPM,48.3,348.8,36.2,19.02\ncell-912,north_cluster,O1_PM,50.7,494.4,37.5,28.57\ncell-949,stadium,E2_KPM,61.1,492.7,43.7,21.71\ncell-949,stadium,O1_PM,59.5,649.5,42.1,9.96\n", "truth": {"action": "deprioritise", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "acac024047b0f01c58576dbc1cb266c70b392b05218ad1f3e8491ee99cd64939", "telemetry_sha256": "a18eb20a746f569fa345f4756a0d71501604a973b72da318e505e916e0bdd858", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-829", "edge_ue_thr_mbps": "cell-239"}, "decoy_cell": "cell-894", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0249", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API directive: Step down interactive cloud gaming and XR traffic to standard normal priority on cells undergoing severe congestion until the ongoing event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-27T17:31:13Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,stadium,E2_KPM,55.1,144.7,44.7,22.22\ncell-130,stadium,O1_PM,32.1,141.5,32.6,18.10\ncell-163,south_cluster,O1_PM,49.6,382.0,35.2,27.06\ncell-163,south_cluster,E2_KPM,27.2,339.3,22.4,29.81\ncell-170,south_cluster,O1_PM,64.8,322.9,47.0,22.40\ncell-170,south_cluster,E2_KPM,31.5,347.7,24.8,15.42\ncell-195,hospital_zone,E2_KPM,78.7,359.6,50.3,23.47\ncell-195,hospital_zone,O1_PM,84.2,599.5,58.8,10.36\ncell-321,south_cluster,E2_KPM,68.8,612.4,46.9,24.51\ncell-321,south_cluster,O1_PM,51.3,555.6,31.8,18.36\ncell-368,north_cluster,O1_PM,16.2,436.4,23.9,27.20\ncell-368,north_cluster,E2_KPM,50.3,541.3,36.9,19.35\ncell-434,hospital_zone,E2_KPM,19.4,604.3,17.2,1.55\ncell-434,hospital_zone,O1_PM,53.5,578.3,35.2,16.50\ncell-449,hospital_zone,O1_PM,63.1,135.1,47.0,33.21\ncell-449,hospital_zone,E2_KPM,67.5,498.4,42.5,26.42\ncell-450,south_cluster,E2_KPM,46.0,544.4,34.5,20.54\ncell-450,south_cluster,O1_PM,36.0,648.5,35.0,31.48\ncell-486,north_cluster,O1_PM,29.6,587.5,28.3,27.23\ncell-486,north_cluster,E2_KPM,65.0,501.9,46.0,6.14\ncell-493,south_cluster,O1_PM,36.0,409.6,34.3,5.64\ncell-493,south_cluster,E2_KPM,20.1,128.2,26.2,13.22\ncell-513,hospital_zone,O1_PM,22.6,331.9,19.9,29.75\ncell-513,hospital_zone,E2_KPM,77.3,169.2,52.0,14.14\ncell-514,stadium,E2_KPM,76.8,620.0,44.7,10.17\ncell-514,stadium,O1_PM,58.1,379.0,41.4,10.92\ncell-672,stadium,E2_KPM,93.6,351.8,54.5,12.38\ncell-672,stadium,O1_PM,42.7,289.0,34.8,13.15\ncell-699,north_cluster,O1_PM,57.2,615.1,44.9,6.95\ncell-699,north_cluster,E2_KPM,22.5,252.9,24.1,20.29\ncell-787,stadium,O1_PM,61.5,511.8,41.9,5.55\ncell-787,stadium,E2_KPM,82.8,411.2,52.7,33.19\ncell-793,north_cluster,E2_KPM,52.0,358.6,42.4,6.75\ncell-793,north_cluster,O1_PM,72.1,366.6,46.8,13.74\ncell-813,stadium,O1_PM,21.7,219.9,20.9,27.47\ncell-813,stadium,E2_KPM,82.0,395.7,58.4,20.86\ncell-909,north_cluster,O1_PM,35.5,132.8,32.7,30.68\ncell-909,north_cluster,E2_KPM,72.4,71.8,49.7,26.06\ncell-910,hospital_zone,O1_PM,83.9,76.0,57.5,6.32\ncell-910,hospital_zone,E2_KPM,59.3,159.5,39.1,5.92\ncell-958,hospital_zone,O1_PM,49.3,96.1,39.2,10.67\ncell-958,hospital_zone,E2_KPM,63.1,619.0,41.4,22.79\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b944cf425558bd60a36305c07eb1ee70b1cb1f7f3124b66e05fb40e61e7b9ca4", "telemetry_sha256": "ec78d2bcf2a491c4b63f27d43a40081f92edd7d66cc452db4e5fede83937f0ca", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-672", "edge_ue_thr_mbps": "cell-434"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0250", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, boost subscriber streaming video to critical top-level priority in the hospital zone for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-25T13:10:32Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,E2_KPM,21.0,550.6,17.9,10.71\ncell-161,hospital_zone,O1_PM,41.1,210.3,29.8,30.71\ncell-197,north_cluster,O1_PM,52.5,111.9,39.4,22.93\ncell-197,north_cluster,E2_KPM,66.8,57.2,40.2,12.57\ncell-224,stadium,E2_KPM,35.5,166.1,33.2,30.55\ncell-224,stadium,O1_PM,43.6,439.2,29.9,21.49\ncell-231,south_cluster,E2_KPM,78.4,383.5,50.3,28.71\ncell-231,south_cluster,O1_PM,81.4,449.2,50.5,32.66\ncell-242,hospital_zone,E2_KPM,24.4,358.2,24.7,16.26\ncell-242,hospital_zone,O1_PM,80.0,443.3,48.5,19.78\ncell-244,stadium,E2_KPM,19.0,444.3,25.8,17.26\ncell-244,stadium,O1_PM,16.6,375.9,15.9,13.94\ncell-295,south_cluster,E2_KPM,25.5,195.6,20.4,7.16\ncell-295,south_cluster,O1_PM,37.6,608.8,32.2,13.92\ncell-316,north_cluster,E2_KPM,80.0,53.5,46.0,31.39\ncell-316,north_cluster,O1_PM,40.0,543.7,31.6,10.05\ncell-390,stadium,E2_KPM,28.9,177.1,25.2,33.28\ncell-390,stadium,O1_PM,73.8,318.8,43.1,14.96\ncell-461,stadium,O1_PM,40.4,261.9,32.6,34.22\ncell-461,stadium,E2_KPM,48.1,72.9,38.4,21.84\ncell-465,south_cluster,E2_KPM,40.9,397.9,37.4,28.96\ncell-465,south_cluster,O1_PM,35.6,527.5,34.8,14.71\ncell-615,hospital_zone,O1_PM,92.1,231.5,32.7,7.17\ncell-615,hospital_zone,E2_KPM,34.5,643.9,27.9,8.46\ncell-687,north_cluster,E2_KPM,74.7,384.5,49.5,17.51\ncell-687,north_cluster,O1_PM,17.3,602.7,19.4,17.50\ncell-728,south_cluster,O1_PM,75.3,46.3,48.0,29.81\ncell-728,south_cluster,E2_KPM,89.6,621.9,53.0,30.03\ncell-769,south_cluster,O1_PM,40.5,69.5,37.7,31.21\ncell-769,south_cluster,E2_KPM,26.3,279.9,28.3,28.58\ncell-792,stadium,E2_KPM,68.8,208.1,48.8,0.85\ncell-792,stadium,O1_PM,33.1,266.2,23.4,26.98\ncell-862,hospital_zone,E2_KPM,61.8,286.1,42.1,26.14\ncell-862,hospital_zone,O1_PM,35.6,559.2,25.2,11.70\ncell-901,north_cluster,O1_PM,57.9,246.7,43.8,3.90\ncell-901,north_cluster,E2_KPM,46.8,378.3,30.2,30.62\ncell-907,north_cluster,O1_PM,27.9,338.3,30.9,19.84\ncell-907,north_cluster,E2_KPM,20.1,103.6,27.9,32.39\ncell-915,hospital_zone,O1_PM,52.9,268.2,43.8,32.89\ncell-915,hospital_zone,E2_KPM,22.0,91.7,17.4,30.41\ncell-929,stadium,E2_KPM,73.0,277.1,47.9,31.76\ncell-929,stadium,O1_PM,22.7,282.8,22.9,34.00\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c424e35251b8c797151be511fd6bdb15be08250be894c9df254ff6fd675c0a15", "telemetry_sha256": "108b9c6b5f42c57cb78de2b582fa70cdab989ec544f0eddc4abe574e6dc6495c", "tokens_cl100k": {"telemetry": 1152, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-728", "edge_ue_thr_mbps": "cell-792"}, "decoy_cell": "cell-615"}}
+{"case_id": "ranintent_v1_test_0251", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello team, please cancel all special QoS profiles and restore generic best-effort internet traffic to standard default operational parameters across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-04T15:57:46Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,stadium,O1_PM,74.9,595.1,55.3,10.16\ncell-106,stadium,E2_KPM,29.8,156.7,21.4,33.97\ncell-246,south_cluster,E2_KPM,19.2,42.6,26.2,16.37\ncell-246,south_cluster,O1_PM,49.0,75.6,31.4,23.26\ncell-259,south_cluster,O1_PM,70.1,228.4,50.6,24.97\ncell-259,south_cluster,E2_KPM,55.7,458.5,37.9,4.08\ncell-300,hospital_zone,E2_KPM,46.5,267.6,38.2,32.52\ncell-300,hospital_zone,O1_PM,18.0,454.9,20.9,26.51\ncell-303,hospital_zone,O1_PM,54.8,490.6,35.6,11.08\ncell-303,hospital_zone,E2_KPM,22.4,108.9,25.6,34.51\ncell-398,north_cluster,O1_PM,37.8,481.3,32.2,4.28\ncell-398,north_cluster,E2_KPM,90.1,416.9,52.9,26.40\ncell-400,north_cluster,O1_PM,43.2,487.4,30.4,34.02\ncell-400,north_cluster,E2_KPM,41.1,359.5,30.5,19.64\ncell-434,hospital_zone,E2_KPM,33.3,272.5,26.2,20.35\ncell-434,hospital_zone,O1_PM,60.3,277.4,47.2,21.20\ncell-447,stadium,E2_KPM,41.4,621.8,31.6,12.70\ncell-447,stadium,O1_PM,52.0,559.1,40.1,22.36\ncell-490,south_cluster,E2_KPM,27.3,415.9,24.3,24.47\ncell-490,south_cluster,O1_PM,33.3,409.4,26.1,33.43\ncell-520,north_cluster,O1_PM,57.4,256.5,40.4,13.82\ncell-520,north_cluster,E2_KPM,70.7,439.2,49.9,28.73\ncell-740,stadium,O1_PM,20.6,261.0,20.4,5.91\ncell-740,stadium,E2_KPM,44.0,586.3,37.1,12.74\ncell-752,stadium,E2_KPM,70.3,201.9,43.7,21.51\ncell-752,stadium,O1_PM,56.9,65.0,45.7,13.10\ncell-772,north_cluster,O1_PM,34.9,70.6,24.4,32.98\ncell-772,north_cluster,E2_KPM,66.5,125.8,44.5,7.11\ncell-774,hospital_zone,O1_PM,35.6,554.1,30.2,7.87\ncell-774,hospital_zone,E2_KPM,59.2,278.6,39.3,19.30\ncell-825,stadium,O1_PM,49.3,607.5,35.1,17.19\ncell-825,stadium,E2_KPM,65.5,302.5,44.6,15.51\ncell-839,south_cluster,E2_KPM,42.1,236.9,30.4,21.57\ncell-839,south_cluster,O1_PM,68.3,298.4,47.0,28.45\ncell-878,hospital_zone,O1_PM,81.6,354.7,55.5,21.39\ncell-878,hospital_zone,E2_KPM,59.3,120.5,46.9,27.82\ncell-902,north_cluster,O1_PM,30.7,526.1,32.4,19.06\ncell-902,north_cluster,E2_KPM,38.9,147.5,31.1,5.93\ncell-977,south_cluster,O1_PM,72.3,341.0,47.1,26.53\ncell-977,south_cluster,E2_KPM,76.4,638.2,52.3,0.98\ncell-983,south_cluster,E2_KPM,63.8,351.8,44.6,28.24\ncell-983,south_cluster,O1_PM,93.1,250.8,27.9,21.20\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b3882c6e83699f2ff142ae3f399635a2616097c80c701aee3e7e7c4cc54af892", "telemetry_sha256": "cba5435d7c643d56689d75c2856a6b52e52918fa236715c31ac62db38353b8d5", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-398", "edge_ue_thr_mbps": "cell-977"}, "decoy_cell": "cell-983"}}
+{"case_id": "ranintent_v1_test_0252", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Operations Ticket: Cap standard best-effort user data at an upper ceiling of 50 percent of radio resources across the most heavily congested sectors until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-22T21:54:44Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-163,north_cluster,E2_KPM,82.4,307.9,48.7,12.72\ncell-163,north_cluster,O1_PM,21.8,649.3,20.9,7.26\ncell-246,hospital_zone,E2_KPM,66.8,583.9,49.5,1.72\ncell-246,hospital_zone,O1_PM,97.0,509.9,22.7,6.60\ncell-282,south_cluster,O1_PM,26.2,587.9,22.1,6.17\ncell-282,south_cluster,E2_KPM,84.9,545.7,53.4,12.57\ncell-322,south_cluster,E2_KPM,56.3,387.3,37.9,23.06\ncell-322,south_cluster,O1_PM,32.5,442.5,23.6,9.01\ncell-344,south_cluster,E2_KPM,26.8,127.7,21.2,25.21\ncell-344,south_cluster,O1_PM,58.7,639.1,46.7,22.30\ncell-397,north_cluster,E2_KPM,49.4,102.8,31.6,29.10\ncell-397,north_cluster,O1_PM,21.1,372.5,20.5,28.11\ncell-477,south_cluster,E2_KPM,16.8,213.7,23.8,20.98\ncell-477,south_cluster,O1_PM,44.3,618.4,29.8,14.96\ncell-491,stadium,E2_KPM,35.8,89.2,29.0,15.86\ncell-491,stadium,O1_PM,58.9,233.9,46.0,29.72\ncell-499,north_cluster,O1_PM,49.3,504.2,36.7,20.17\ncell-499,north_cluster,E2_KPM,95.5,365.1,63.2,12.42\ncell-507,hospital_zone,E2_KPM,46.8,311.7,35.9,16.12\ncell-507,hospital_zone,O1_PM,51.2,143.8,34.0,31.31\ncell-549,hospital_zone,O1_PM,38.5,572.1,25.6,19.46\ncell-549,hospital_zone,E2_KPM,36.3,199.7,31.9,28.15\ncell-579,hospital_zone,O1_PM,77.4,531.6,56.0,24.06\ncell-579,hospital_zone,E2_KPM,17.0,186.6,15.3,18.23\ncell-633,north_cluster,O1_PM,27.8,505.8,25.8,23.40\ncell-633,north_cluster,E2_KPM,15.1,59.0,14.5,9.62\ncell-643,stadium,O1_PM,31.8,605.4,32.9,33.32\ncell-643,stadium,E2_KPM,56.1,353.7,43.0,13.05\ncell-646,stadium,E2_KPM,33.8,256.7,27.8,27.80\ncell-646,stadium,O1_PM,42.5,144.5,29.0,5.33\ncell-705,stadium,E2_KPM,49.2,90.1,37.7,9.08\ncell-705,stadium,O1_PM,85.4,202.5,51.0,4.81\ncell-707,south_cluster,E2_KPM,43.0,60.3,35.9,34.21\ncell-707,south_cluster,O1_PM,64.9,511.4,45.8,26.65\ncell-793,north_cluster,E2_KPM,18.7,385.0,18.0,13.49\ncell-793,north_cluster,O1_PM,82.2,138.5,53.1,24.38\ncell-895,stadium,O1_PM,24.6,480.9,22.0,9.65\ncell-895,stadium,E2_KPM,56.9,161.7,35.3,30.64\ncell-925,stadium,E2_KPM,35.8,102.6,33.7,30.71\ncell-925,stadium,O1_PM,37.6,303.1,31.8,24.25\ncell-967,hospital_zone,O1_PM,66.0,585.7,47.8,13.46\ncell-967,hospital_zone,E2_KPM,67.6,154.0,41.1,5.43\n", "truth": {"action": "cap_share", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "50", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ce424bcb226433ac4c87cae9616be476952f161473a318572e53e7798c1101ae", "telemetry_sha256": "3bd497ce1e22573de5af101dd61ee2b810c4fdfbc7c728bc12f1e4d9abe99178", "tokens_cl100k": {"telemetry": 1152, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-499", "edge_ue_thr_mbps": "cell-246"}, "decoy_cell": "cell-246", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0253", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Attention ops: elevate standard best-effort internet packets to highest critical priority throughout the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-02T08:27:46Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-210,stadium,E2_KPM,79.8,64.2,48.3,17.80\ncell-210,stadium,O1_PM,74.2,163.0,55.0,5.92\ncell-314,south_cluster,E2_KPM,26.4,43.7,28.6,30.40\ncell-314,south_cluster,O1_PM,73.2,121.6,49.4,24.05\ncell-445,hospital_zone,E2_KPM,83.5,86.7,53.0,4.60\ncell-445,hospital_zone,O1_PM,78.4,435.4,47.9,18.05\ncell-480,north_cluster,O1_PM,38.2,319.8,28.1,29.68\ncell-480,north_cluster,E2_KPM,79.9,474.9,48.2,29.81\ncell-536,north_cluster,O1_PM,63.4,126.6,42.5,20.08\ncell-536,north_cluster,E2_KPM,43.1,250.3,29.0,19.94\ncell-557,hospital_zone,E2_KPM,40.5,592.5,28.0,17.75\ncell-557,hospital_zone,O1_PM,20.7,396.0,22.2,4.89\ncell-580,south_cluster,E2_KPM,15.5,66.9,20.8,14.73\ncell-580,south_cluster,O1_PM,36.0,611.0,35.8,11.74\ncell-619,stadium,O1_PM,60.0,494.5,44.1,23.35\ncell-619,stadium,E2_KPM,44.5,145.7,28.6,8.91\ncell-651,north_cluster,E2_KPM,40.7,515.2,37.5,25.58\ncell-651,north_cluster,O1_PM,18.7,171.8,16.2,33.36\ncell-656,stadium,O1_PM,48.5,139.6,38.3,5.87\ncell-656,stadium,E2_KPM,19.6,270.6,26.7,10.25\ncell-702,stadium,E2_KPM,47.1,545.9,31.2,33.88\ncell-702,stadium,O1_PM,52.2,107.1,41.8,12.19\ncell-707,south_cluster,E2_KPM,93.3,101.7,59.2,22.05\ncell-707,south_cluster,O1_PM,73.3,649.9,45.7,6.92\ncell-766,south_cluster,E2_KPM,77.5,621.1,51.5,31.88\ncell-766,south_cluster,O1_PM,77.1,369.2,49.3,4.93\ncell-825,north_cluster,E2_KPM,43.6,635.6,31.3,9.69\ncell-825,north_cluster,O1_PM,30.9,173.1,26.3,16.26\ncell-833,stadium,E2_KPM,44.5,465.9,28.5,27.59\ncell-833,stadium,O1_PM,70.8,265.8,51.4,4.37\ncell-837,hospital_zone,E2_KPM,22.0,514.2,18.7,9.80\ncell-837,hospital_zone,O1_PM,68.9,384.9,43.2,16.95\ncell-895,south_cluster,E2_KPM,65.6,68.6,40.5,24.70\ncell-895,south_cluster,O1_PM,17.0,371.5,21.9,33.13\ncell-905,hospital_zone,E2_KPM,50.3,317.4,32.1,28.81\ncell-905,hospital_zone,O1_PM,96.2,395.8,24.8,26.38\ncell-931,stadium,E2_KPM,82.8,642.6,57.9,0.95\ncell-931,stadium,O1_PM,52.8,555.5,35.3,14.41\ncell-933,north_cluster,E2_KPM,71.7,325.6,49.0,5.34\ncell-933,north_cluster,O1_PM,73.3,255.8,54.5,33.49\ncell-964,hospital_zone,O1_PM,83.1,287.4,59.3,8.05\ncell-964,hospital_zone,E2_KPM,22.5,597.9,27.7,34.00\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7e3aef34e03ee6ca59594a24bba4e67d748ccfdecd07b75298837f4e71137c6f", "telemetry_sha256": "d300a79930d8f47c3e01cedd08b1ea66e5d06b21b86930eeeb1e8ab331a16f61", "tokens_cl100k": {"telemetry": 1152, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-707", "edge_ue_thr_mbps": "cell-931"}, "decoy_cell": "cell-905"}}
+{"case_id": "ranintent_v1_test_0254", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network service provider agrees to step down scheduling dispatch for immersive XR and remote gaming streams to normal priority throughout the stadium cluster until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-07T21:34:20Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-188,stadium,O1_PM,24.5,596.4,22.8,12.24\ncell-188,stadium,E2_KPM,39.1,170.1,26.8,10.06\ncell-194,south_cluster,O1_PM,30.7,547.9,23.1,33.99\ncell-194,south_cluster,E2_KPM,29.1,453.7,22.5,10.00\ncell-203,stadium,E2_KPM,20.9,253.2,23.5,18.21\ncell-203,stadium,O1_PM,32.0,444.8,22.8,11.48\ncell-237,hospital_zone,E2_KPM,17.5,192.5,22.1,19.70\ncell-237,hospital_zone,O1_PM,30.3,224.4,31.3,26.30\ncell-250,south_cluster,O1_PM,29.9,549.7,23.9,9.20\ncell-250,south_cluster,E2_KPM,25.9,621.3,22.1,33.29\ncell-269,north_cluster,O1_PM,16.6,434.9,23.8,27.47\ncell-269,north_cluster,E2_KPM,57.5,75.6,46.1,27.42\ncell-395,stadium,E2_KPM,65.0,391.9,46.6,19.44\ncell-395,stadium,O1_PM,27.9,112.3,23.9,19.45\ncell-438,stadium,E2_KPM,33.5,384.9,30.7,13.20\ncell-438,stadium,O1_PM,58.1,637.0,44.4,27.66\ncell-456,north_cluster,O1_PM,45.9,459.1,39.5,14.05\ncell-456,north_cluster,E2_KPM,72.3,637.5,44.1,31.77\ncell-503,hospital_zone,O1_PM,63.8,458.3,40.2,21.34\ncell-503,hospital_zone,E2_KPM,62.5,410.1,42.4,31.56\ncell-513,stadium,E2_KPM,86.9,345.0,61.0,29.64\ncell-513,stadium,O1_PM,57.6,615.8,39.7,16.88\ncell-527,hospital_zone,E2_KPM,45.4,512.6,30.0,33.13\ncell-527,hospital_zone,O1_PM,28.9,251.4,30.3,29.00\ncell-545,north_cluster,O1_PM,38.6,386.0,32.5,22.26\ncell-545,north_cluster,E2_KPM,56.0,503.2,35.0,4.69\ncell-605,south_cluster,E2_KPM,43.7,615.9,30.7,12.81\ncell-605,south_cluster,O1_PM,71.9,264.6,45.9,8.37\ncell-644,south_cluster,E2_KPM,26.7,205.6,29.9,10.35\ncell-644,south_cluster,O1_PM,30.1,546.3,25.7,22.26\ncell-701,north_cluster,E2_KPM,24.5,529.5,27.9,16.60\ncell-701,north_cluster,O1_PM,43.2,589.5,31.9,32.12\ncell-733,stadium,O1_PM,58.9,474.9,40.8,10.61\ncell-733,stadium,E2_KPM,39.5,531.1,31.6,29.42\ncell-773,south_cluster,O1_PM,33.8,622.1,31.0,4.92\ncell-773,south_cluster,E2_KPM,50.2,413.3,33.6,0.49\ncell-844,hospital_zone,E2_KPM,72.4,585.6,53.3,27.07\ncell-844,hospital_zone,O1_PM,74.9,521.5,52.5,22.82\ncell-923,hospital_zone,O1_PM,20.4,375.5,16.6,18.58\ncell-923,hospital_zone,E2_KPM,62.1,106.4,42.0,10.24\ncell-938,north_cluster,O1_PM,65.8,355.3,41.5,31.85\ncell-938,north_cluster,E2_KPM,45.0,350.5,30.0,19.27\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "stadium", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "125d8f0c4b668c2556c936a49d68b1dc7ae5033082a8960b3470c0d12fcd9fa7", "telemetry_sha256": "fcdb8bc18059697140843ee829d53d91d8b49bd2e56fd78df12320b154679f6f", "tokens_cl100k": {"telemetry": 1152, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-513", "edge_ue_thr_mbps": "cell-773"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0255", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Escalate subscriber video playback traffic to high priority on base stations where edge users suffer lowest throughput for a period of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-15T16:31:36Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,stadium,E2_KPM,46.4,295.9,30.2,32.59\ncell-108,stadium,O1_PM,64.2,200.5,48.2,21.22\ncell-144,hospital_zone,E2_KPM,90.4,374.6,57.9,8.92\ncell-144,hospital_zone,O1_PM,45.6,545.5,32.3,30.06\ncell-176,north_cluster,O1_PM,25.8,243.2,29.8,22.50\ncell-176,north_cluster,E2_KPM,18.7,564.4,17.4,0.93\ncell-217,stadium,E2_KPM,73.7,88.0,49.0,14.27\ncell-217,stadium,O1_PM,21.8,386.8,21.0,29.74\ncell-363,hospital_zone,O1_PM,70.3,479.5,45.2,0.22\ncell-363,hospital_zone,E2_KPM,35.5,179.9,29.7,15.93\ncell-464,north_cluster,O1_PM,48.2,77.6,33.1,12.53\ncell-464,north_cluster,E2_KPM,43.1,234.6,34.2,22.98\ncell-466,south_cluster,E2_KPM,21.6,415.6,23.5,8.25\ncell-466,south_cluster,O1_PM,55.6,294.2,38.9,33.10\ncell-471,hospital_zone,O1_PM,74.0,58.8,51.5,18.34\ncell-471,hospital_zone,E2_KPM,30.4,242.5,27.1,12.81\ncell-559,north_cluster,O1_PM,48.2,638.8,41.6,29.50\ncell-559,north_cluster,E2_KPM,46.2,479.7,35.6,17.10\ncell-590,stadium,E2_KPM,18.7,163.5,17.4,24.23\ncell-590,stadium,O1_PM,28.6,639.5,25.8,13.63\ncell-591,south_cluster,E2_KPM,15.3,522.0,15.8,32.34\ncell-591,south_cluster,O1_PM,31.9,460.9,31.8,29.95\ncell-636,north_cluster,E2_KPM,43.6,632.9,35.8,24.24\ncell-636,north_cluster,O1_PM,59.7,461.3,42.4,20.39\ncell-664,south_cluster,O1_PM,79.6,342.7,53.2,33.81\ncell-664,south_cluster,E2_KPM,72.0,576.5,45.2,9.34\ncell-668,stadium,E2_KPM,37.4,342.5,34.6,5.90\ncell-668,stadium,O1_PM,59.1,50.8,46.9,15.86\ncell-691,stadium,E2_KPM,67.9,51.2,43.0,28.04\ncell-691,stadium,O1_PM,56.7,157.0,39.6,7.46\ncell-755,hospital_zone,E2_KPM,63.1,398.2,42.4,24.30\ncell-755,hospital_zone,O1_PM,40.1,298.1,33.7,22.25\ncell-760,south_cluster,O1_PM,69.3,343.2,49.6,30.28\ncell-760,south_cluster,E2_KPM,33.4,591.3,26.1,30.76\ncell-774,north_cluster,E2_KPM,70.4,149.8,49.9,24.17\ncell-774,north_cluster,O1_PM,37.3,243.1,33.9,20.85\ncell-869,hospital_zone,O1_PM,50.7,198.3,41.5,9.66\ncell-869,hospital_zone,E2_KPM,52.1,304.9,34.2,22.99\ncell-992,south_cluster,E2_KPM,35.5,292.9,33.1,33.45\ncell-992,south_cluster,O1_PM,16.5,116.1,14.4,34.37\ncell-999,north_cluster,E2_KPM,36.2,294.6,26.5,24.11\ncell-999,north_cluster,O1_PM,50.6,354.6,32.8,31.77\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "6db89099051c37e4c986d6c4229d64222ab664630932d382d800e1102c5cae41", "telemetry_sha256": "aa2141fdf1e76847c33f7a46e3e640a36ed43dd8a1299ca841fc7d6022baa383", "tokens_cl100k": {"telemetry": 1154, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-144", "edge_ue_thr_mbps": "cell-176"}, "decoy_cell": "cell-363", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0256", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, cancel earlier adjustments and revert sensor and meter reporting data to default operational status in the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-01T08:02:34Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,north_cluster,E2_KPM,37.9,44.9,27.3,11.03\ncell-118,north_cluster,O1_PM,33.9,414.3,27.5,18.72\ncell-192,hospital_zone,O1_PM,53.5,582.3,36.5,14.35\ncell-192,hospital_zone,E2_KPM,36.0,401.0,26.7,29.36\ncell-340,north_cluster,E2_KPM,69.3,126.7,43.6,9.81\ncell-340,north_cluster,O1_PM,48.5,468.4,32.3,30.85\ncell-367,stadium,O1_PM,20.9,118.6,17.5,12.49\ncell-367,stadium,E2_KPM,36.8,171.9,29.0,20.20\ncell-384,south_cluster,O1_PM,56.2,141.3,42.4,15.17\ncell-384,south_cluster,E2_KPM,36.8,469.8,30.8,27.53\ncell-515,hospital_zone,O1_PM,17.9,159.1,16.2,16.51\ncell-515,hospital_zone,E2_KPM,60.9,507.5,37.4,11.15\ncell-531,hospital_zone,E2_KPM,64.7,580.5,44.3,16.89\ncell-531,hospital_zone,O1_PM,91.7,67.1,50.6,21.41\ncell-635,stadium,O1_PM,75.0,99.8,45.7,22.53\ncell-635,stadium,E2_KPM,26.4,599.5,24.0,30.01\ncell-710,north_cluster,O1_PM,19.5,523.7,20.4,20.04\ncell-710,north_cluster,E2_KPM,39.6,452.8,28.8,4.81\ncell-761,south_cluster,O1_PM,21.9,382.7,27.1,22.03\ncell-761,south_cluster,E2_KPM,41.8,466.7,32.7,10.46\ncell-767,south_cluster,O1_PM,42.3,507.0,36.4,10.85\ncell-767,south_cluster,E2_KPM,69.6,265.4,46.9,19.33\ncell-771,hospital_zone,E2_KPM,56.6,583.0,34.8,15.21\ncell-771,hospital_zone,O1_PM,36.1,574.7,32.0,12.91\ncell-791,stadium,E2_KPM,39.9,306.5,26.4,6.39\ncell-791,stadium,O1_PM,66.3,177.2,40.2,17.72\ncell-804,south_cluster,E2_KPM,88.7,507.3,53.4,17.06\ncell-804,south_cluster,O1_PM,42.9,537.4,28.7,17.29\ncell-823,south_cluster,O1_PM,67.7,489.3,50.1,17.94\ncell-823,south_cluster,E2_KPM,16.2,155.9,22.0,14.30\ncell-825,stadium,O1_PM,62.0,350.1,48.3,23.43\ncell-825,stadium,E2_KPM,34.5,164.6,30.1,24.57\ncell-827,north_cluster,O1_PM,63.6,524.1,43.1,17.97\ncell-827,north_cluster,E2_KPM,21.9,619.0,28.1,19.36\ncell-841,stadium,O1_PM,41.5,138.2,35.9,5.06\ncell-841,stadium,E2_KPM,61.6,251.5,44.9,1.37\ncell-872,north_cluster,O1_PM,23.9,273.2,29.0,8.00\ncell-872,north_cluster,E2_KPM,30.6,345.8,26.2,29.92\ncell-934,hospital_zone,O1_PM,25.9,600.4,21.4,29.31\ncell-934,hospital_zone,E2_KPM,32.3,605.5,27.2,17.45\ncell-970,north_cluster,O1_PM,76.1,73.3,52.8,34.77\ncell-970,north_cluster,E2_KPM,52.4,581.3,39.0,19.57\n", "truth": {"action": "revert_default", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "dab922f87d5194dfb4e99c662db732d681479c48de947579686854c2a1ad803c", "telemetry_sha256": "17db39ff9474238e79a38086dc4ed6c0045649d40cf8e5f8922cdf92195270a6", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-804", "edge_ue_thr_mbps": "cell-841"}, "decoy_cell": "cell-531"}}
+{"case_id": "ranintent_v1_test_0257", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Dear Operations Team, Civic Safety Agency requests cancelling existing priority overrides and returning municipal emergency video streams to default baseline handling across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-26T14:13:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-158,stadium,E2_KPM,19.1,285.0,22.3,7.34\ncell-158,stadium,O1_PM,61.4,253.8,38.7,6.78\ncell-199,stadium,E2_KPM,77.5,61.8,49.1,18.72\ncell-199,stadium,O1_PM,48.7,470.6,42.1,14.26\ncell-255,stadium,O1_PM,80.0,426.2,57.9,24.16\ncell-255,stadium,E2_KPM,46.4,612.2,40.6,6.10\ncell-268,hospital_zone,E2_KPM,93.2,382.4,63.2,5.21\ncell-268,hospital_zone,O1_PM,58.0,148.1,46.8,21.23\ncell-281,south_cluster,O1_PM,58.1,326.2,43.8,26.58\ncell-281,south_cluster,E2_KPM,69.4,531.4,50.3,31.45\ncell-343,north_cluster,O1_PM,63.2,152.3,46.9,18.73\ncell-343,north_cluster,E2_KPM,50.6,275.6,33.1,6.75\ncell-380,north_cluster,E2_KPM,31.4,317.7,28.5,9.29\ncell-380,north_cluster,O1_PM,51.7,617.0,37.5,21.05\ncell-388,south_cluster,E2_KPM,51.6,162.8,33.9,12.97\ncell-388,south_cluster,O1_PM,53.5,558.6,33.4,15.09\ncell-419,south_cluster,O1_PM,42.7,331.8,38.8,13.84\ncell-419,south_cluster,E2_KPM,31.0,378.4,31.2,1.82\ncell-430,stadium,E2_KPM,78.8,444.0,56.1,25.74\ncell-430,stadium,O1_PM,96.2,452.3,30.7,33.96\ncell-439,north_cluster,O1_PM,25.1,143.3,25.2,31.63\ncell-439,north_cluster,E2_KPM,47.8,59.4,40.2,24.44\ncell-462,hospital_zone,O1_PM,18.0,280.8,16.2,13.75\ncell-462,hospital_zone,E2_KPM,74.2,558.8,44.4,32.65\ncell-528,south_cluster,E2_KPM,64.7,509.5,41.9,21.27\ncell-528,south_cluster,O1_PM,76.7,539.3,49.5,16.46\ncell-538,stadium,E2_KPM,57.9,231.2,44.5,20.22\ncell-538,stadium,O1_PM,31.0,136.0,29.8,8.37\ncell-748,stadium,E2_KPM,40.9,267.7,26.8,13.27\ncell-748,stadium,O1_PM,37.1,370.3,29.5,16.05\ncell-770,hospital_zone,O1_PM,60.1,418.5,41.9,6.58\ncell-770,hospital_zone,E2_KPM,58.6,160.1,37.6,30.39\ncell-796,south_cluster,E2_KPM,75.8,535.7,52.4,23.74\ncell-796,south_cluster,O1_PM,70.5,564.2,48.5,24.49\ncell-810,north_cluster,E2_KPM,50.0,110.0,31.2,9.39\ncell-810,north_cluster,O1_PM,57.7,79.3,41.6,4.99\ncell-833,north_cluster,O1_PM,69.5,629.1,41.7,34.33\ncell-833,north_cluster,E2_KPM,84.4,140.8,49.1,34.81\ncell-837,hospital_zone,E2_KPM,76.5,478.4,52.0,12.16\ncell-837,hospital_zone,O1_PM,36.5,133.2,28.0,34.15\ncell-912,hospital_zone,E2_KPM,71.3,479.6,42.2,22.41\ncell-912,hospital_zone,O1_PM,49.4,290.3,42.3,33.45\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "40e13c5f270a07b408f4f0ba98bd1f384c6796235825216e916df7eeac794229", "telemetry_sha256": "76fa1413ee6f52e0c8196c69eda538fb06c115a64a07ddff23b2972730905587", "tokens_cl100k": {"telemetry": 1152, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-268", "edge_ue_thr_mbps": "cell-419"}, "decoy_cell": "cell-430"}}
+{"case_id": "ranintent_v1_test_0258", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Customer Ticket: Lumen Media requests cancelling prior configuration rules and restoring commercial streaming media to default network handling in the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-16T17:19:33Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,south_cluster,E2_KPM,24.0,460.6,20.7,7.36\ncell-114,south_cluster,O1_PM,59.0,609.0,41.3,14.68\ncell-225,stadium,E2_KPM,53.7,463.7,43.7,30.60\ncell-225,stadium,O1_PM,35.1,603.5,27.9,11.11\ncell-243,north_cluster,O1_PM,30.1,204.7,32.2,10.93\ncell-243,north_cluster,E2_KPM,88.2,643.4,61.2,7.75\ncell-262,hospital_zone,O1_PM,63.2,187.3,40.3,16.92\ncell-262,hospital_zone,E2_KPM,22.0,210.4,18.8,28.43\ncell-304,north_cluster,O1_PM,60.9,463.2,37.5,6.54\ncell-304,north_cluster,E2_KPM,69.5,196.7,40.8,19.99\ncell-352,stadium,E2_KPM,50.8,481.5,34.4,28.33\ncell-352,stadium,O1_PM,91.3,574.7,33.2,34.57\ncell-363,north_cluster,E2_KPM,36.0,505.6,31.8,26.80\ncell-363,north_cluster,O1_PM,28.5,140.4,25.9,23.56\ncell-364,south_cluster,O1_PM,76.6,378.2,48.4,34.75\ncell-364,south_cluster,E2_KPM,43.7,605.7,29.8,15.77\ncell-416,south_cluster,E2_KPM,50.7,458.3,42.3,29.63\ncell-416,south_cluster,O1_PM,32.6,600.0,27.3,33.64\ncell-482,hospital_zone,E2_KPM,65.5,124.3,48.0,13.54\ncell-482,hospital_zone,O1_PM,45.9,234.5,35.6,9.75\ncell-483,stadium,E2_KPM,42.1,103.3,35.6,24.95\ncell-483,stadium,O1_PM,25.7,209.5,22.1,19.66\ncell-533,south_cluster,E2_KPM,21.4,116.7,17.5,29.43\ncell-533,south_cluster,O1_PM,50.0,497.4,31.6,33.32\ncell-599,north_cluster,E2_KPM,42.3,225.0,34.5,18.79\ncell-599,north_cluster,O1_PM,52.5,46.9,37.7,25.38\ncell-674,hospital_zone,E2_KPM,32.0,51.9,26.9,25.50\ncell-674,hospital_zone,O1_PM,76.3,383.8,52.7,5.53\ncell-692,hospital_zone,O1_PM,25.0,169.3,21.4,25.99\ncell-692,hospital_zone,E2_KPM,78.5,596.7,54.4,14.94\ncell-807,stadium,O1_PM,24.5,336.5,23.5,6.03\ncell-807,stadium,E2_KPM,45.6,99.8,31.8,4.59\ncell-906,south_cluster,E2_KPM,26.8,469.9,30.3,33.83\ncell-906,south_cluster,O1_PM,63.7,60.6,45.2,22.78\ncell-942,stadium,O1_PM,55.4,249.5,36.0,22.19\ncell-942,stadium,E2_KPM,44.2,105.0,31.1,0.69\ncell-974,north_cluster,O1_PM,73.5,584.3,44.0,28.98\ncell-974,north_cluster,E2_KPM,15.9,459.8,16.8,19.05\ncell-979,hospital_zone,E2_KPM,41.3,216.3,32.8,15.88\ncell-979,hospital_zone,O1_PM,68.0,181.1,43.8,4.27\ncell-998,north_cluster,E2_KPM,71.2,636.2,45.2,28.75\ncell-998,north_cluster,O1_PM,42.1,162.0,35.3,34.45\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "south_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "10b302f94308695c8f866b4240c729d1721185d16f68b4361eeebd36e802f1ea", "telemetry_sha256": "47bfd8e1808afda77b9cfe0d8acc393981530afaf25ef0975daa2918ed9caf62", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-243", "edge_ue_thr_mbps": "cell-942"}, "decoy_cell": "cell-352"}}
+{"case_id": "ranintent_v1_test_0259", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: lower low-rate sensor and utility meter reporting to normal priority on sectors where cell-edge subscribers observe poorest throughput for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-03T21:42:09Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,E2_KPM,19.7,160.1,21.9,32.96\ncell-113,south_cluster,O1_PM,54.1,145.0,40.2,13.85\ncell-130,hospital_zone,O1_PM,83.9,89.2,50.6,22.23\ncell-130,hospital_zone,E2_KPM,67.4,320.5,40.8,17.47\ncell-208,north_cluster,O1_PM,19.3,195.4,27.0,6.86\ncell-208,north_cluster,E2_KPM,60.1,422.5,45.5,30.40\ncell-236,hospital_zone,E2_KPM,28.8,363.6,22.1,22.81\ncell-236,hospital_zone,O1_PM,22.7,183.1,27.0,11.38\ncell-343,north_cluster,O1_PM,44.6,494.0,40.0,16.16\ncell-343,north_cluster,E2_KPM,65.7,110.5,38.9,11.63\ncell-353,south_cluster,O1_PM,18.9,490.6,19.6,19.09\ncell-353,south_cluster,E2_KPM,53.1,441.5,40.8,23.73\ncell-435,stadium,E2_KPM,33.9,510.3,24.9,23.96\ncell-435,stadium,O1_PM,33.7,68.3,30.1,30.58\ncell-463,stadium,E2_KPM,18.0,571.3,26.3,5.71\ncell-463,stadium,O1_PM,54.5,620.7,44.8,27.79\ncell-471,north_cluster,O1_PM,81.2,375.3,52.5,15.57\ncell-471,north_cluster,E2_KPM,92.4,147.0,62.6,10.74\ncell-491,south_cluster,O1_PM,54.0,221.7,33.9,8.30\ncell-491,south_cluster,E2_KPM,55.2,411.4,36.2,4.39\ncell-516,south_cluster,E2_KPM,80.8,153.0,51.3,26.28\ncell-516,south_cluster,O1_PM,25.2,648.5,26.5,8.69\ncell-566,stadium,E2_KPM,79.0,585.1,47.5,0.87\ncell-566,stadium,O1_PM,55.0,115.7,44.4,24.42\ncell-586,north_cluster,O1_PM,43.7,330.6,39.3,33.24\ncell-586,north_cluster,E2_KPM,27.0,52.4,25.5,4.22\ncell-591,hospital_zone,O1_PM,41.7,636.1,38.8,23.16\ncell-591,hospital_zone,E2_KPM,66.0,437.6,41.7,26.02\ncell-631,north_cluster,O1_PM,48.4,481.8,30.7,34.20\ncell-631,north_cluster,E2_KPM,67.7,111.4,41.7,22.21\ncell-783,south_cluster,E2_KPM,51.3,119.8,31.7,15.37\ncell-783,south_cluster,O1_PM,45.3,136.7,40.6,25.93\ncell-788,south_cluster,O1_PM,15.4,440.8,19.7,28.68\ncell-788,south_cluster,E2_KPM,44.5,621.4,39.3,9.63\ncell-830,stadium,E2_KPM,51.4,546.2,42.7,17.12\ncell-830,stadium,O1_PM,66.6,383.6,50.1,6.27\ncell-854,hospital_zone,E2_KPM,50.3,53.4,34.7,9.59\ncell-854,hospital_zone,O1_PM,74.3,270.2,45.2,25.28\ncell-891,stadium,O1_PM,38.3,53.7,34.3,13.04\ncell-891,stadium,E2_KPM,81.0,647.4,50.1,18.38\ncell-963,hospital_zone,O1_PM,58.5,144.3,40.0,22.86\ncell-963,hospital_zone,E2_KPM,28.5,68.0,29.0,17.95\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "45b143d64789be8489909494cd88a9ef65f4f87758a32172d415e743b069b9ad", "telemetry_sha256": "9439608a724686effd0750f569c7edfb0cc3d51cc21670d0be1ef6408d25eff4", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-471", "edge_ue_thr_mbps": "cell-566"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0260", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "The network operator shall terminate all temporary QoS adjustments and reinstate standard default service parameters for emergency responder camera streams, including ambulance and wearable feeds, on access nodes where fringe users experience lowest data throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-22T18:02:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,stadium,O1_PM,50.6,300.5,42.1,29.69\ncell-111,stadium,E2_KPM,76.1,166.1,49.5,17.15\ncell-114,north_cluster,E2_KPM,79.9,200.6,51.2,25.65\ncell-114,north_cluster,O1_PM,40.0,267.7,31.5,15.91\ncell-173,stadium,E2_KPM,41.5,45.7,37.7,5.58\ncell-173,stadium,O1_PM,37.2,411.4,32.5,14.55\ncell-213,south_cluster,O1_PM,84.7,542.5,52.5,4.08\ncell-213,south_cluster,E2_KPM,39.1,575.0,32.8,30.87\ncell-230,north_cluster,E2_KPM,22.5,634.9,23.2,22.61\ncell-230,north_cluster,O1_PM,48.2,172.2,37.1,13.23\ncell-290,north_cluster,E2_KPM,67.5,42.9,47.8,9.78\ncell-290,north_cluster,O1_PM,74.6,470.2,52.3,17.16\ncell-372,south_cluster,O1_PM,21.3,75.1,17.8,19.53\ncell-372,south_cluster,E2_KPM,51.7,531.8,34.4,30.78\ncell-403,north_cluster,E2_KPM,41.2,240.6,31.1,25.82\ncell-403,north_cluster,O1_PM,27.1,372.4,30.9,26.71\ncell-418,north_cluster,O1_PM,29.3,268.3,23.0,23.10\ncell-418,north_cluster,E2_KPM,62.4,303.0,38.9,27.76\ncell-496,south_cluster,O1_PM,23.9,150.7,27.4,26.41\ncell-496,south_cluster,E2_KPM,29.2,182.1,28.0,25.89\ncell-562,hospital_zone,E2_KPM,19.1,359.3,22.6,14.48\ncell-562,hospital_zone,O1_PM,21.0,152.4,19.8,16.77\ncell-603,south_cluster,O1_PM,20.7,623.2,24.4,15.22\ncell-603,south_cluster,E2_KPM,22.5,485.0,26.8,24.78\ncell-652,hospital_zone,E2_KPM,36.1,282.2,30.3,4.72\ncell-652,hospital_zone,O1_PM,32.4,330.4,29.4,33.80\ncell-745,stadium,O1_PM,15.7,467.6,16.5,25.51\ncell-745,stadium,E2_KPM,96.0,502.4,54.2,23.85\ncell-783,hospital_zone,E2_KPM,79.5,545.1,57.2,33.07\ncell-783,hospital_zone,O1_PM,25.8,271.3,28.0,30.68\ncell-836,stadium,E2_KPM,66.6,393.6,41.5,3.59\ncell-836,stadium,O1_PM,68.3,160.4,44.5,25.35\ncell-864,stadium,E2_KPM,63.7,618.6,40.9,3.92\ncell-864,stadium,O1_PM,72.4,417.2,47.6,0.14\ncell-927,hospital_zone,E2_KPM,86.8,371.5,59.4,5.50\ncell-927,hospital_zone,O1_PM,19.5,426.0,22.1,7.22\ncell-936,hospital_zone,E2_KPM,42.7,50.9,31.2,26.17\ncell-936,hospital_zone,O1_PM,49.0,512.8,37.8,12.49\ncell-939,south_cluster,O1_PM,63.0,483.1,43.3,5.45\ncell-939,south_cluster,E2_KPM,33.9,370.5,26.1,10.36\ncell-984,north_cluster,O1_PM,82.3,474.3,59.1,32.63\ncell-984,north_cluster,E2_KPM,32.3,596.1,29.9,0.41\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "ccbe8d330ba2f1a8d405927d9ba0fefa208e6b92eb091468a118da0598aecbc3", "telemetry_sha256": "064004c9c1e4686db776b9cc3e1dc8d3fa42da9d645c68427ead82edad7e904c", "tokens_cl100k": {"telemetry": 1154, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-745", "edge_ue_thr_mbps": "cell-984"}, "decoy_cell": "cell-864", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0261", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Exposure note: Axis Robotics requests stepping down automated machine control communications to normal priority across the north cluster until the active incident concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-15T20:44:32Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,south_cluster,E2_KPM,57.4,315.9,43.1,19.63\ncell-116,south_cluster,O1_PM,32.5,544.6,32.0,32.52\ncell-160,south_cluster,O1_PM,79.3,389.7,55.9,30.01\ncell-160,south_cluster,E2_KPM,68.5,104.5,47.9,20.20\ncell-192,north_cluster,E2_KPM,42.5,176.9,30.9,8.24\ncell-192,north_cluster,O1_PM,82.7,217.4,57.8,7.29\ncell-198,hospital_zone,O1_PM,36.8,293.6,29.0,25.82\ncell-198,hospital_zone,E2_KPM,51.7,105.6,38.0,9.24\ncell-267,hospital_zone,O1_PM,50.5,612.5,42.5,22.25\ncell-267,hospital_zone,E2_KPM,39.0,500.5,31.7,1.59\ncell-286,south_cluster,O1_PM,50.1,167.0,33.7,7.47\ncell-286,south_cluster,E2_KPM,95.5,60.5,64.6,19.71\ncell-339,south_cluster,O1_PM,49.9,466.2,34.7,8.80\ncell-339,south_cluster,E2_KPM,35.0,616.9,30.3,24.08\ncell-342,hospital_zone,O1_PM,36.0,150.9,33.5,18.72\ncell-342,hospital_zone,E2_KPM,15.4,63.3,21.3,17.62\ncell-426,stadium,O1_PM,23.4,485.2,22.1,16.06\ncell-426,stadium,E2_KPM,86.5,373.1,51.2,19.25\ncell-446,hospital_zone,O1_PM,54.5,260.1,35.9,33.49\ncell-446,hospital_zone,E2_KPM,35.3,329.3,30.0,10.48\ncell-462,north_cluster,O1_PM,73.5,318.3,51.8,30.42\ncell-462,north_cluster,E2_KPM,41.9,507.1,38.0,33.06\ncell-473,north_cluster,E2_KPM,16.2,192.3,25.8,30.55\ncell-473,north_cluster,O1_PM,65.4,171.4,40.4,10.76\ncell-505,hospital_zone,O1_PM,20.4,400.0,23.9,9.68\ncell-505,hospital_zone,E2_KPM,72.0,180.3,45.7,12.40\ncell-621,stadium,E2_KPM,23.1,456.1,23.3,21.40\ncell-621,stadium,O1_PM,61.5,406.2,39.6,29.58\ncell-704,stadium,E2_KPM,82.2,371.1,55.4,16.17\ncell-704,stadium,O1_PM,59.6,474.5,37.2,16.90\ncell-749,stadium,E2_KPM,32.8,454.4,29.3,19.62\ncell-749,stadium,O1_PM,25.0,123.2,28.4,17.43\ncell-752,stadium,E2_KPM,50.9,644.2,32.5,27.32\ncell-752,stadium,O1_PM,82.6,496.0,56.5,28.53\ncell-834,stadium,O1_PM,26.5,470.1,23.0,9.11\ncell-834,stadium,E2_KPM,51.1,543.3,36.1,10.89\ncell-916,north_cluster,E2_KPM,51.7,158.2,41.1,32.75\ncell-916,north_cluster,O1_PM,62.3,295.8,37.6,32.25\ncell-992,south_cluster,E2_KPM,30.9,575.1,28.4,13.92\ncell-992,south_cluster,O1_PM,75.0,174.7,53.9,23.75\ncell-993,north_cluster,O1_PM,36.4,174.7,28.4,26.67\ncell-993,north_cluster,E2_KPM,20.3,143.0,25.7,31.63\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "28eadecd95cd1f84850930c078a20f261e46d069416ffad139e255eeccdb5199", "telemetry_sha256": "b10ca36c7ea7c26217c8ac1266d32e912b78f219e4b7ecf7a6394a383dfe65f8", "tokens_cl100k": {"telemetry": 1152, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-286", "edge_ue_thr_mbps": "cell-267"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0262", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, maintain a 50 ms latency threshold for first responder tactical voice transmissions across the most heavily congested sectors until the event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-08T14:17:29Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,hospital_zone,O1_PM,40.7,440.8,38.2,8.93\ncell-137,hospital_zone,E2_KPM,32.6,93.1,34.2,5.29\ncell-150,north_cluster,E2_KPM,34.3,456.1,27.0,1.55\ncell-150,north_cluster,O1_PM,17.0,604.9,16.2,12.80\ncell-156,north_cluster,O1_PM,54.8,57.2,42.1,19.66\ncell-156,north_cluster,E2_KPM,17.5,268.1,26.5,18.28\ncell-166,south_cluster,O1_PM,17.4,539.6,25.9,13.03\ncell-166,south_cluster,E2_KPM,34.8,518.9,27.5,34.57\ncell-175,north_cluster,E2_KPM,63.9,164.3,48.7,27.31\ncell-175,north_cluster,O1_PM,65.7,285.6,50.2,30.60\ncell-185,hospital_zone,E2_KPM,19.5,546.7,24.0,30.94\ncell-185,hospital_zone,O1_PM,51.0,456.6,32.3,22.66\ncell-219,hospital_zone,O1_PM,16.3,292.6,23.3,29.44\ncell-219,hospital_zone,E2_KPM,86.7,83.8,55.2,14.89\ncell-339,hospital_zone,E2_KPM,57.9,411.8,43.2,4.97\ncell-339,hospital_zone,O1_PM,58.0,527.9,42.9,24.99\ncell-348,south_cluster,E2_KPM,39.5,277.6,32.4,10.85\ncell-348,south_cluster,O1_PM,78.0,159.5,54.5,29.79\ncell-404,south_cluster,E2_KPM,42.0,541.9,38.1,7.74\ncell-404,south_cluster,O1_PM,69.6,611.9,50.7,14.19\ncell-426,stadium,E2_KPM,51.1,252.8,41.4,4.86\ncell-426,stadium,O1_PM,78.2,135.3,50.7,16.35\ncell-430,stadium,O1_PM,68.1,55.0,50.7,19.14\ncell-430,stadium,E2_KPM,74.2,60.2,49.3,4.99\ncell-517,north_cluster,E2_KPM,37.1,247.4,24.6,25.90\ncell-517,north_cluster,O1_PM,30.7,111.9,29.9,28.75\ncell-543,south_cluster,O1_PM,19.0,411.7,22.1,11.76\ncell-543,south_cluster,E2_KPM,62.2,444.2,40.8,30.45\ncell-684,stadium,E2_KPM,21.3,303.2,23.6,6.70\ncell-684,stadium,O1_PM,71.8,224.3,47.6,18.00\ncell-699,hospital_zone,O1_PM,31.8,326.9,29.6,24.97\ncell-699,hospital_zone,E2_KPM,40.5,279.4,30.3,28.69\ncell-708,south_cluster,E2_KPM,56.0,569.6,44.4,11.37\ncell-708,south_cluster,O1_PM,24.6,438.1,25.0,34.56\ncell-864,north_cluster,O1_PM,37.4,618.7,35.5,21.37\ncell-864,north_cluster,E2_KPM,69.1,640.0,45.7,30.09\ncell-918,stadium,E2_KPM,76.0,274.2,56.0,21.66\ncell-918,stadium,O1_PM,17.5,224.7,25.4,18.98\ncell-943,south_cluster,E2_KPM,48.1,119.4,38.0,26.19\ncell-943,south_cluster,O1_PM,57.5,528.1,46.6,30.75\ncell-978,stadium,E2_KPM,71.0,357.5,43.1,21.99\ncell-978,stadium,O1_PM,88.6,453.8,17.9,19.27\n", "truth": {"action": "set_latency_target", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "50", "duration": "event_end"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f5b9c5137928acabd50026aef532f11a563a3c9943373dc54cb784f77485b7b7", "telemetry_sha256": "965dbc7577acc327f79ca324065e44cc7106888cdffcb4721c539dc2aec74970", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-219", "edge_ue_thr_mbps": "cell-150"}, "decoy_cell": "cell-978", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0263", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello team, please clear recent traffic shaping adjustments and restore default handling for general best-effort data within the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-16T10:00:43Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,hospital_zone,E2_KPM,76.8,96.1,54.6,0.49\ncell-107,hospital_zone,O1_PM,35.5,88.1,29.2,34.37\ncell-208,south_cluster,E2_KPM,34.2,631.0,31.3,34.45\ncell-208,south_cluster,O1_PM,68.2,461.1,47.7,23.33\ncell-218,hospital_zone,E2_KPM,20.8,493.1,27.5,32.15\ncell-218,hospital_zone,O1_PM,72.3,428.5,44.4,27.58\ncell-314,stadium,O1_PM,92.6,135.5,34.7,29.95\ncell-314,stadium,E2_KPM,57.1,133.7,43.4,12.27\ncell-353,stadium,E2_KPM,16.6,579.1,14.6,30.15\ncell-353,stadium,O1_PM,67.8,299.3,46.7,12.64\ncell-423,north_cluster,E2_KPM,89.6,583.5,60.7,21.21\ncell-423,north_cluster,O1_PM,48.9,287.1,39.9,29.29\ncell-464,hospital_zone,O1_PM,20.8,206.5,24.0,8.11\ncell-464,hospital_zone,E2_KPM,47.1,568.9,38.6,10.92\ncell-491,north_cluster,O1_PM,36.8,322.5,34.1,18.93\ncell-491,north_cluster,E2_KPM,27.5,232.0,25.6,20.11\ncell-648,south_cluster,O1_PM,72.8,441.4,50.0,32.35\ncell-648,south_cluster,E2_KPM,52.0,345.9,43.4,17.24\ncell-669,south_cluster,E2_KPM,23.1,65.5,18.6,13.72\ncell-669,south_cluster,O1_PM,71.5,562.5,50.5,13.12\ncell-716,north_cluster,E2_KPM,77.0,106.2,48.4,24.59\ncell-716,north_cluster,O1_PM,15.2,569.9,24.6,17.90\ncell-722,south_cluster,O1_PM,26.8,619.4,27.2,24.76\ncell-722,south_cluster,E2_KPM,61.9,275.8,47.6,20.18\ncell-731,hospital_zone,E2_KPM,37.3,191.3,26.2,22.54\ncell-731,hospital_zone,O1_PM,24.0,55.9,29.7,32.72\ncell-839,stadium,E2_KPM,49.6,286.7,38.7,8.74\ncell-839,stadium,O1_PM,73.9,312.8,52.6,3.53\ncell-841,north_cluster,E2_KPM,57.8,299.9,35.4,26.70\ncell-841,north_cluster,O1_PM,26.0,55.2,26.4,15.31\ncell-889,north_cluster,O1_PM,40.1,245.6,33.4,25.53\ncell-889,north_cluster,E2_KPM,66.6,577.9,48.0,24.77\ncell-922,hospital_zone,O1_PM,31.3,469.7,26.7,18.29\ncell-922,hospital_zone,E2_KPM,79.5,380.0,55.2,16.86\ncell-930,south_cluster,O1_PM,23.1,571.0,17.8,29.24\ncell-930,south_cluster,E2_KPM,60.1,571.7,38.6,3.97\ncell-943,stadium,O1_PM,17.8,147.9,15.7,19.98\ncell-943,stadium,E2_KPM,76.4,161.0,54.2,26.34\ncell-959,stadium,O1_PM,68.8,616.4,48.7,27.08\ncell-959,stadium,E2_KPM,54.3,189.6,36.7,34.95\ncell-998,south_cluster,E2_KPM,65.2,533.0,46.7,26.45\ncell-998,south_cluster,O1_PM,41.1,185.7,28.3,22.67\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "419bc4e93a28a4d74dc9cd4464f6186ac1c2956d23a8b44a47349cb38fb57318", "telemetry_sha256": "bacb7ce24554f437223481d19acc62c9836ef761d1b9d255a03d52b02b232149", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-423", "edge_ue_thr_mbps": "cell-107"}, "decoy_cell": "cell-314"}}
+{"case_id": "ranintent_v1_test_0264", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket #10492: Clear existing QoS rules and restore consumer video streaming to default baseline configuration on all cells where edge users experience lowest data rates.", "telemetry": "KPM telemetry snapshot at 2026-10-11T08:11:14Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,south_cluster,E2_KPM,49.6,228.2,31.5,33.33\ncell-103,south_cluster,O1_PM,31.3,277.4,24.8,29.94\ncell-145,hospital_zone,E2_KPM,56.0,596.4,40.7,25.81\ncell-145,hospital_zone,O1_PM,54.7,106.8,36.5,10.03\ncell-162,hospital_zone,O1_PM,61.4,607.3,38.0,27.46\ncell-162,hospital_zone,E2_KPM,30.7,153.5,32.3,25.99\ncell-207,hospital_zone,O1_PM,27.6,354.8,28.0,14.94\ncell-207,hospital_zone,E2_KPM,77.4,538.6,52.4,8.24\ncell-272,north_cluster,O1_PM,55.1,621.3,37.3,19.73\ncell-272,north_cluster,E2_KPM,64.8,43.8,41.5,34.34\ncell-295,stadium,E2_KPM,30.2,134.7,30.9,12.78\ncell-295,stadium,O1_PM,41.8,500.5,32.2,0.45\ncell-400,stadium,O1_PM,72.0,526.9,44.2,33.18\ncell-400,stadium,E2_KPM,54.6,645.7,40.3,13.67\ncell-437,north_cluster,O1_PM,31.5,641.5,24.2,8.49\ncell-437,north_cluster,E2_KPM,50.1,192.0,42.9,10.60\ncell-484,stadium,O1_PM,55.8,366.2,43.5,13.77\ncell-484,stadium,E2_KPM,75.1,268.1,48.3,14.91\ncell-533,hospital_zone,O1_PM,72.8,530.7,42.5,28.43\ncell-533,hospital_zone,E2_KPM,20.4,122.4,18.2,1.16\ncell-551,north_cluster,O1_PM,31.4,64.6,26.3,26.46\ncell-551,north_cluster,E2_KPM,32.0,556.9,23.2,5.27\ncell-554,hospital_zone,O1_PM,29.9,343.4,23.7,12.29\ncell-554,hospital_zone,E2_KPM,34.5,280.3,34.5,4.32\ncell-573,north_cluster,O1_PM,74.6,121.7,46.7,14.16\ncell-573,north_cluster,E2_KPM,22.6,372.1,24.8,20.62\ncell-597,stadium,E2_KPM,75.0,626.5,52.9,28.18\ncell-597,stadium,O1_PM,42.7,58.2,27.9,21.04\ncell-677,south_cluster,E2_KPM,65.6,641.7,43.6,16.26\ncell-677,south_cluster,O1_PM,29.6,574.8,21.5,6.15\ncell-695,south_cluster,O1_PM,40.1,195.8,36.7,17.23\ncell-695,south_cluster,E2_KPM,76.4,626.5,45.1,33.61\ncell-746,south_cluster,E2_KPM,91.3,235.8,56.6,26.77\ncell-746,south_cluster,O1_PM,75.0,313.4,44.2,14.58\ncell-792,south_cluster,E2_KPM,34.3,270.2,31.1,32.13\ncell-792,south_cluster,O1_PM,75.1,526.4,51.4,17.82\ncell-883,south_cluster,E2_KPM,46.7,225.5,36.8,32.68\ncell-883,south_cluster,O1_PM,63.3,213.2,41.9,28.11\ncell-911,north_cluster,O1_PM,73.0,47.3,46.8,24.69\ncell-911,north_cluster,E2_KPM,75.6,342.0,48.7,17.52\ncell-970,stadium,O1_PM,21.4,544.6,20.9,28.15\ncell-970,stadium,E2_KPM,69.1,609.8,40.8,10.05\n", "truth": {"action": "revert_default", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "bd0eb16c6764341ac1522de123adcee86a8e1514b98038daa6c6223c578e061e", "telemetry_sha256": "7d5a699437ed2552b704465d824efdfce1c489fdc750abd017e48037c483192a", "tokens_cl100k": {"telemetry": 1154, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-746", "edge_ue_thr_mbps": "cell-533"}, "decoy_cell": "cell-295", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0265", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC alert: allow best-effort data processing to move outward to a distributed regional computing facility on cells experiencing peak congestion for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-11T14:09:48Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,north_cluster,E2_KPM,16.8,240.3,20.3,20.56\ncell-124,north_cluster,O1_PM,95.1,254.1,57.6,34.02\ncell-186,south_cluster,E2_KPM,70.6,485.2,49.7,6.77\ncell-186,south_cluster,O1_PM,30.3,297.0,28.4,7.29\ncell-240,hospital_zone,E2_KPM,25.0,167.5,26.4,19.99\ncell-240,hospital_zone,O1_PM,68.8,204.8,42.9,22.42\ncell-258,north_cluster,E2_KPM,49.6,464.7,34.0,29.74\ncell-258,north_cluster,O1_PM,67.8,455.1,43.2,11.46\ncell-263,south_cluster,O1_PM,23.0,77.6,25.8,4.78\ncell-263,south_cluster,E2_KPM,81.9,463.9,55.0,20.92\ncell-337,stadium,E2_KPM,46.9,467.7,31.2,27.96\ncell-337,stadium,O1_PM,34.2,624.3,29.7,16.74\ncell-359,stadium,O1_PM,22.6,143.0,22.3,23.56\ncell-359,stadium,E2_KPM,91.8,272.9,63.4,16.87\ncell-486,stadium,O1_PM,23.9,194.8,19.9,32.47\ncell-486,stadium,E2_KPM,25.2,577.4,26.0,19.31\ncell-574,hospital_zone,E2_KPM,48.6,605.0,39.7,33.53\ncell-574,hospital_zone,O1_PM,73.2,564.9,44.4,24.48\ncell-595,north_cluster,E2_KPM,72.4,60.6,44.2,23.32\ncell-595,north_cluster,O1_PM,69.8,203.5,44.3,16.97\ncell-608,hospital_zone,E2_KPM,77.0,469.5,55.9,9.28\ncell-608,hospital_zone,O1_PM,59.2,110.6,43.5,10.92\ncell-610,south_cluster,E2_KPM,18.8,390.6,17.8,25.11\ncell-610,south_cluster,O1_PM,81.6,241.3,58.2,34.88\ncell-638,stadium,O1_PM,25.1,97.2,26.7,12.12\ncell-638,stadium,E2_KPM,17.9,433.3,23.5,34.42\ncell-675,stadium,O1_PM,27.3,385.7,28.5,4.93\ncell-675,stadium,E2_KPM,61.6,450.5,43.6,34.74\ncell-677,north_cluster,O1_PM,63.5,620.6,44.5,31.03\ncell-677,north_cluster,E2_KPM,69.6,580.1,49.7,15.43\ncell-719,stadium,E2_KPM,40.1,235.6,28.5,30.41\ncell-719,stadium,O1_PM,20.3,437.1,20.4,33.53\ncell-721,north_cluster,O1_PM,15.4,107.9,24.3,6.51\ncell-721,north_cluster,E2_KPM,44.3,369.8,34.1,13.84\ncell-769,hospital_zone,E2_KPM,43.6,67.6,28.2,26.46\ncell-769,hospital_zone,O1_PM,72.1,562.3,45.1,6.59\ncell-790,hospital_zone,E2_KPM,77.1,244.7,49.6,9.37\ncell-790,hospital_zone,O1_PM,19.5,167.2,25.0,19.00\ncell-867,south_cluster,E2_KPM,40.9,347.2,31.2,8.44\ncell-867,south_cluster,O1_PM,25.4,605.1,21.3,10.10\ncell-979,south_cluster,E2_KPM,20.1,165.1,16.5,1.78\ncell-979,south_cluster,O1_PM,71.2,165.7,43.4,9.26\n", "truth": {"action": "relax_edge", "class": "best_effort", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "70af7bd67b527fe96f164005f0ea63e5473428b3e38e066e6924c4eae711d05f", "telemetry_sha256": "103917a61d2f993cd7161b5736c83e64b4ab0ef2e36f31a67eadce55244a55fe", "tokens_cl100k": {"telemetry": 1152, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-359", "edge_ue_thr_mbps": "cell-979"}, "decoy_cell": "cell-124", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0266", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The carrier shall revoke prior traffic policies and re-establish nominal default baseline handling for first responder tactical voice channels across the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-25T09:04:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-119,stadium,O1_PM,78.7,326.2,46.6,18.71\ncell-119,stadium,E2_KPM,63.2,315.3,43.0,4.87\ncell-305,stadium,O1_PM,40.8,264.8,38.1,6.11\ncell-305,stadium,E2_KPM,78.8,322.6,56.0,3.98\ncell-332,north_cluster,O1_PM,70.7,521.9,46.5,34.58\ncell-332,north_cluster,E2_KPM,56.2,123.5,46.0,19.65\ncell-334,south_cluster,O1_PM,42.2,81.6,34.5,24.01\ncell-334,south_cluster,E2_KPM,16.9,410.8,21.6,9.36\ncell-425,north_cluster,E2_KPM,22.9,277.6,23.4,21.63\ncell-425,north_cluster,O1_PM,23.0,520.0,23.8,28.16\ncell-466,stadium,E2_KPM,78.3,499.4,55.2,19.33\ncell-466,stadium,O1_PM,36.8,391.9,24.6,30.00\ncell-476,north_cluster,E2_KPM,76.3,362.5,46.9,7.23\ncell-476,north_cluster,O1_PM,60.2,447.0,46.0,27.28\ncell-540,south_cluster,O1_PM,63.9,486.0,49.8,9.81\ncell-540,south_cluster,E2_KPM,32.1,426.8,33.8,25.23\ncell-547,south_cluster,O1_PM,71.4,328.0,45.0,27.58\ncell-547,south_cluster,E2_KPM,15.6,124.2,20.0,0.83\ncell-623,hospital_zone,O1_PM,68.2,441.1,41.7,26.79\ncell-623,hospital_zone,E2_KPM,57.1,136.5,36.2,19.26\ncell-672,south_cluster,E2_KPM,31.6,560.6,25.2,16.70\ncell-672,south_cluster,O1_PM,90.5,45.1,25.0,14.13\ncell-682,hospital_zone,O1_PM,44.1,93.6,30.6,22.58\ncell-682,hospital_zone,E2_KPM,43.0,464.2,39.3,24.44\ncell-734,stadium,E2_KPM,54.8,159.0,43.2,26.46\ncell-734,stadium,O1_PM,16.5,152.8,16.2,32.90\ncell-738,hospital_zone,O1_PM,65.2,537.5,42.8,34.68\ncell-738,hospital_zone,E2_KPM,15.2,377.2,23.2,9.69\ncell-821,hospital_zone,O1_PM,76.5,646.0,46.6,4.66\ncell-821,hospital_zone,E2_KPM,59.7,473.6,45.7,21.85\ncell-830,hospital_zone,E2_KPM,87.7,111.7,51.2,22.22\ncell-830,hospital_zone,O1_PM,15.6,467.2,19.5,27.06\ncell-872,stadium,E2_KPM,43.3,579.3,38.6,29.79\ncell-872,stadium,O1_PM,59.8,393.5,47.8,17.10\ncell-887,north_cluster,O1_PM,57.9,542.7,35.1,7.67\ncell-887,north_cluster,E2_KPM,71.5,107.2,46.6,12.44\ncell-940,stadium,E2_KPM,62.8,254.5,44.3,14.68\ncell-940,stadium,O1_PM,49.2,649.1,40.1,15.83\ncell-941,south_cluster,E2_KPM,71.5,307.0,45.9,26.88\ncell-941,south_cluster,O1_PM,56.3,400.6,41.3,16.41\ncell-963,north_cluster,E2_KPM,51.3,549.1,36.6,32.90\ncell-963,north_cluster,O1_PM,64.4,553.0,42.5,4.46\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "2005dc3f953767f0b1eedbf0994ddeea607ad66abfde356f69ed901f76e89e9d", "telemetry_sha256": "21c0ef929f1b6b377754045e2c1c02259ac3fb3c3226643395ff9d0ded9598b6", "tokens_cl100k": {"telemetry": 1152, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-830", "edge_ue_thr_mbps": "cell-547"}, "decoy_cell": "cell-672"}}
+{"case_id": "ranintent_v1_test_0267", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Exposure note: Reduce bulk analytics data ingest to low priority across the south cluster for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-26T17:06:56Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,hospital_zone,O1_PM,73.8,326.0,52.3,8.77\ncell-120,hospital_zone,E2_KPM,94.7,518.9,65.0,32.71\ncell-174,north_cluster,O1_PM,72.1,491.3,46.6,7.78\ncell-174,north_cluster,E2_KPM,54.5,416.6,33.3,15.08\ncell-282,north_cluster,O1_PM,36.6,365.1,35.7,28.39\ncell-282,north_cluster,E2_KPM,36.2,260.3,27.5,22.28\ncell-301,stadium,O1_PM,98.0,206.8,28.7,27.50\ncell-301,stadium,E2_KPM,55.6,71.5,38.8,14.46\ncell-414,stadium,O1_PM,39.7,224.5,28.3,29.15\ncell-414,stadium,E2_KPM,72.0,486.1,47.5,24.08\ncell-436,hospital_zone,O1_PM,48.9,420.5,37.8,29.64\ncell-436,hospital_zone,E2_KPM,72.5,402.8,48.6,11.78\ncell-453,south_cluster,E2_KPM,60.0,551.9,36.8,12.83\ncell-453,south_cluster,O1_PM,69.4,585.3,45.8,29.05\ncell-465,stadium,E2_KPM,61.9,155.8,43.7,4.53\ncell-465,stadium,O1_PM,61.4,244.8,39.8,7.99\ncell-509,hospital_zone,O1_PM,64.9,222.7,44.2,14.42\ncell-509,hospital_zone,E2_KPM,86.2,372.9,51.2,3.96\ncell-546,stadium,E2_KPM,62.2,467.3,40.7,13.86\ncell-546,stadium,O1_PM,75.7,381.1,46.5,4.03\ncell-595,hospital_zone,O1_PM,28.7,91.0,25.2,25.99\ncell-595,hospital_zone,E2_KPM,80.5,531.1,57.4,12.31\ncell-691,hospital_zone,O1_PM,73.8,82.8,52.4,5.19\ncell-691,hospital_zone,E2_KPM,15.4,306.4,25.4,10.94\ncell-701,stadium,E2_KPM,29.4,179.1,26.6,6.60\ncell-701,stadium,O1_PM,71.9,389.7,42.7,30.10\ncell-730,south_cluster,E2_KPM,50.1,593.9,40.7,34.09\ncell-730,south_cluster,O1_PM,57.2,448.2,37.9,25.03\ncell-774,south_cluster,O1_PM,34.3,102.9,27.8,6.99\ncell-774,south_cluster,E2_KPM,81.4,621.0,53.6,0.65\ncell-798,north_cluster,O1_PM,76.7,558.0,47.4,15.31\ncell-798,north_cluster,E2_KPM,23.7,250.9,19.5,5.68\ncell-811,north_cluster,O1_PM,59.5,238.1,36.3,24.24\ncell-811,north_cluster,E2_KPM,50.6,169.8,37.1,29.86\ncell-845,south_cluster,O1_PM,41.7,139.1,36.8,29.90\ncell-845,south_cluster,E2_KPM,75.0,398.9,47.3,27.95\ncell-869,hospital_zone,O1_PM,84.1,585.9,52.7,26.00\ncell-869,hospital_zone,E2_KPM,77.4,284.3,46.5,3.70\ncell-915,south_cluster,O1_PM,83.5,403.7,53.9,13.77\ncell-915,south_cluster,E2_KPM,16.3,205.3,18.3,12.94\ncell-987,north_cluster,O1_PM,46.0,495.6,38.2,9.62\ncell-987,north_cluster,E2_KPM,17.7,112.0,24.3,7.90\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "south_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5629af83ef7195f899aa745ca7bbf97fcde126744c804870c45a088581275af9", "telemetry_sha256": "f4bc075c0fa2706a8e8d09d97ab5653c8d3113904be2b76620fd805ce536de0a", "tokens_cl100k": {"telemetry": 1154, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-120", "edge_ue_thr_mbps": "cell-774"}, "decoy_cell": "cell-301"}}
+{"case_id": "ranintent_v1_test_0268", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Assistant, for Datacrest Analytics, please reserve a minimum of twenty percent of available radio resource blocks to support our bulk uploads for edge analytics jobs across the most congested cells right now, for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-05T13:00:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,hospital_zone,E2_KPM,71.8,83.3,48.7,32.45\ncell-110,hospital_zone,O1_PM,48.3,98.3,33.0,16.20\ncell-140,hospital_zone,E2_KPM,61.2,60.3,37.5,0.45\ncell-140,hospital_zone,O1_PM,28.3,179.6,30.0,24.27\ncell-142,stadium,O1_PM,65.5,275.5,46.4,21.82\ncell-142,stadium,E2_KPM,60.2,436.4,46.5,8.38\ncell-186,hospital_zone,E2_KPM,29.7,274.1,26.3,30.67\ncell-186,hospital_zone,O1_PM,55.2,455.6,33.6,14.65\ncell-215,south_cluster,E2_KPM,23.7,130.6,27.6,34.34\ncell-215,south_cluster,O1_PM,16.6,633.0,16.5,28.95\ncell-270,south_cluster,E2_KPM,36.3,588.5,27.0,32.35\ncell-270,south_cluster,O1_PM,16.7,212.9,23.6,19.09\ncell-302,south_cluster,O1_PM,31.0,415.7,28.1,30.86\ncell-302,south_cluster,E2_KPM,36.1,178.7,26.6,15.79\ncell-329,south_cluster,E2_KPM,27.6,469.4,31.7,31.21\ncell-329,south_cluster,O1_PM,60.8,418.8,40.9,8.33\ncell-346,north_cluster,E2_KPM,36.0,554.2,31.8,17.69\ncell-346,north_cluster,O1_PM,52.1,408.8,32.4,24.70\ncell-381,hospital_zone,O1_PM,21.8,351.9,25.5,22.36\ncell-381,hospital_zone,E2_KPM,67.8,246.5,51.0,32.60\ncell-395,south_cluster,E2_KPM,68.8,360.9,49.6,25.37\ncell-395,south_cluster,O1_PM,38.9,484.3,35.9,17.65\ncell-484,stadium,O1_PM,89.9,329.8,44.4,11.29\ncell-484,stadium,E2_KPM,72.2,645.1,52.4,23.89\ncell-598,north_cluster,E2_KPM,54.9,234.7,36.9,7.90\ncell-598,north_cluster,O1_PM,27.4,643.3,22.3,23.31\ncell-652,north_cluster,O1_PM,70.2,529.5,45.1,29.82\ncell-652,north_cluster,E2_KPM,86.9,179.8,52.1,6.71\ncell-716,hospital_zone,O1_PM,75.9,385.7,48.6,25.48\ncell-716,hospital_zone,E2_KPM,50.2,385.0,39.8,6.99\ncell-741,stadium,O1_PM,52.9,542.1,37.4,20.85\ncell-741,stadium,E2_KPM,37.9,340.8,31.5,23.39\ncell-771,south_cluster,E2_KPM,64.4,630.8,38.5,10.92\ncell-771,south_cluster,O1_PM,38.4,365.3,32.6,33.26\ncell-823,stadium,O1_PM,16.0,474.3,17.2,9.26\ncell-823,stadium,E2_KPM,46.1,239.7,33.6,34.40\ncell-898,stadium,E2_KPM,55.3,534.3,45.4,34.83\ncell-898,stadium,O1_PM,26.1,590.2,30.5,3.88\ncell-932,north_cluster,E2_KPM,50.3,579.3,36.8,20.71\ncell-932,north_cluster,O1_PM,44.9,380.1,30.1,6.24\ncell-955,north_cluster,O1_PM,43.2,593.5,35.0,12.93\ncell-955,north_cluster,E2_KPM,50.6,56.2,37.8,25.65\n", "truth": {"action": "guarantee_share", "class": "analytics_offload", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "20", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 3, "is_replacement": false, "prompt_sha256": "707b6694781a7cd1fb8b035ae4cd5450c79a02aec590cf689fc703856208e225", "telemetry_sha256": "b57aeb1b92d226f6ab54a0434e3588479f6169d6379dd044fca3e52c01f7381d", "tokens_cl100k": {"telemetry": 1154, "text": 42}, "extreme_cells": {"prb_util_pct": "cell-652", "edge_ue_thr_mbps": "cell-140"}, "decoy_cell": "cell-484", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0269", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hi all, please clear existing configuration overrides and return low-rate sensor and meter reporting data to standard default profile in the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-03T07:50:03Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,hospital_zone,O1_PM,48.9,548.5,33.9,10.81\ncell-123,hospital_zone,E2_KPM,93.5,369.5,62.8,24.22\ncell-143,stadium,E2_KPM,63.3,398.5,44.4,20.13\ncell-143,stadium,O1_PM,80.2,121.4,56.5,16.42\ncell-171,hospital_zone,O1_PM,80.9,508.6,52.5,19.97\ncell-171,hospital_zone,E2_KPM,55.4,642.0,37.8,26.62\ncell-204,stadium,E2_KPM,64.2,450.0,49.0,6.57\ncell-204,stadium,O1_PM,67.6,58.4,41.1,33.92\ncell-215,north_cluster,O1_PM,32.7,276.2,31.7,14.38\ncell-215,north_cluster,E2_KPM,54.6,438.4,34.1,1.37\ncell-220,stadium,O1_PM,55.6,608.9,42.4,14.00\ncell-220,stadium,E2_KPM,50.2,599.5,37.8,23.89\ncell-301,north_cluster,E2_KPM,51.1,44.4,34.2,18.30\ncell-301,north_cluster,O1_PM,34.2,97.7,26.0,14.61\ncell-360,south_cluster,E2_KPM,74.4,500.2,46.2,25.69\ncell-360,south_cluster,O1_PM,75.1,512.7,44.4,15.68\ncell-413,stadium,E2_KPM,71.2,566.7,49.9,31.04\ncell-413,stadium,O1_PM,80.8,605.2,47.7,23.66\ncell-548,south_cluster,E2_KPM,22.5,602.5,20.0,13.81\ncell-548,south_cluster,O1_PM,45.6,523.0,37.7,9.49\ncell-556,north_cluster,E2_KPM,84.1,335.4,54.1,9.79\ncell-556,north_cluster,O1_PM,95.8,609.0,14.3,27.62\ncell-614,hospital_zone,O1_PM,65.9,169.3,45.5,17.72\ncell-614,hospital_zone,E2_KPM,22.9,394.5,18.2,6.72\ncell-670,stadium,O1_PM,19.6,354.1,23.9,17.27\ncell-670,stadium,E2_KPM,79.1,403.9,57.3,21.43\ncell-752,hospital_zone,E2_KPM,56.6,650.0,43.1,32.62\ncell-752,hospital_zone,O1_PM,67.8,193.7,50.5,27.14\ncell-756,stadium,E2_KPM,18.0,468.7,21.4,11.97\ncell-756,stadium,O1_PM,84.6,391.2,51.4,4.88\ncell-895,north_cluster,O1_PM,32.6,157.6,27.8,10.79\ncell-895,north_cluster,E2_KPM,39.1,116.1,31.7,18.24\ncell-896,south_cluster,E2_KPM,15.0,609.9,22.0,34.65\ncell-896,south_cluster,O1_PM,57.7,100.9,40.2,12.10\ncell-918,south_cluster,O1_PM,34.7,644.0,28.9,30.66\ncell-918,south_cluster,E2_KPM,61.7,632.2,47.4,19.04\ncell-975,hospital_zone,O1_PM,47.2,258.4,40.0,14.65\ncell-975,hospital_zone,E2_KPM,84.7,635.3,50.4,17.46\ncell-979,north_cluster,O1_PM,38.3,150.1,33.0,4.40\ncell-979,north_cluster,E2_KPM,15.3,606.6,18.3,30.78\ncell-997,south_cluster,E2_KPM,60.5,224.5,47.3,16.58\ncell-997,south_cluster,O1_PM,44.4,596.8,31.4,13.57\n", "truth": {"action": "revert_default", "class": "iot_metering", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5f1a5784b6ed4106cfbc7267d1183ad49d227079f07ee67e484b6acf0f3571d7", "telemetry_sha256": "48092c511d706a812572550f91fa21117fb6d6e12b254ea458c12bb3b4cbe091", "tokens_cl100k": {"telemetry": 1152, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-123", "edge_ue_thr_mbps": "cell-215"}, "decoy_cell": "cell-556"}}
+{"case_id": "ranintent_v1_test_0270", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Ticket from Datacrest Analytics: Permit edge processing for our bulk analytics ingest to offload out to a metropolitan edge center on cells where edge clients experience lowest data throughput until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-13T21:53:23Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,north_cluster,E2_KPM,38.4,374.7,36.3,22.04\ncell-137,north_cluster,O1_PM,77.6,470.8,51.5,25.28\ncell-170,north_cluster,O1_PM,45.9,600.3,39.1,29.29\ncell-170,north_cluster,E2_KPM,17.6,114.6,19.1,11.69\ncell-270,north_cluster,O1_PM,65.0,53.9,45.4,15.87\ncell-270,north_cluster,E2_KPM,71.4,312.0,50.9,29.31\ncell-284,north_cluster,E2_KPM,51.0,42.5,38.9,26.66\ncell-284,north_cluster,O1_PM,31.7,648.5,22.1,17.38\ncell-330,hospital_zone,E2_KPM,60.9,202.8,47.0,4.55\ncell-330,hospital_zone,O1_PM,64.8,171.3,44.9,0.26\ncell-477,stadium,O1_PM,78.7,300.9,51.3,29.23\ncell-477,stadium,E2_KPM,23.2,337.2,21.1,9.11\ncell-557,north_cluster,O1_PM,30.3,218.8,25.0,4.83\ncell-557,north_cluster,E2_KPM,79.4,348.2,55.1,8.27\ncell-594,hospital_zone,E2_KPM,26.7,363.6,25.3,25.66\ncell-594,hospital_zone,O1_PM,65.3,218.9,39.1,7.35\ncell-612,hospital_zone,E2_KPM,87.8,228.3,54.2,32.19\ncell-612,hospital_zone,O1_PM,64.3,516.5,49.9,9.68\ncell-673,stadium,E2_KPM,51.9,309.6,33.5,22.69\ncell-673,stadium,O1_PM,29.0,411.5,29.2,31.36\ncell-698,south_cluster,O1_PM,33.5,208.5,28.7,24.48\ncell-698,south_cluster,E2_KPM,69.9,276.8,48.9,1.30\ncell-705,south_cluster,O1_PM,72.3,320.9,44.6,24.72\ncell-705,south_cluster,E2_KPM,77.6,192.1,48.8,27.81\ncell-770,hospital_zone,O1_PM,62.3,297.5,37.3,31.42\ncell-770,hospital_zone,E2_KPM,35.3,549.3,33.3,5.18\ncell-792,stadium,E2_KPM,71.4,185.0,50.4,16.30\ncell-792,stadium,O1_PM,76.6,622.5,54.6,16.04\ncell-814,south_cluster,O1_PM,37.8,488.7,25.3,14.16\ncell-814,south_cluster,E2_KPM,34.5,294.2,24.4,16.71\ncell-852,south_cluster,E2_KPM,69.6,462.7,46.0,24.00\ncell-852,south_cluster,O1_PM,17.6,410.0,16.8,17.68\ncell-874,south_cluster,O1_PM,24.6,633.4,25.1,13.31\ncell-874,south_cluster,E2_KPM,74.5,123.1,51.1,6.33\ncell-876,hospital_zone,O1_PM,20.1,306.2,21.8,18.59\ncell-876,hospital_zone,E2_KPM,39.3,228.9,33.2,34.97\ncell-893,stadium,O1_PM,69.7,242.2,50.6,13.07\ncell-893,stadium,E2_KPM,49.5,283.5,39.7,12.88\ncell-927,north_cluster,O1_PM,53.1,537.5,42.9,15.56\ncell-927,north_cluster,E2_KPM,54.8,126.6,38.6,34.49\ncell-938,stadium,O1_PM,32.2,106.0,28.5,19.44\ncell-938,stadium,E2_KPM,22.6,183.9,19.9,23.67\n", "truth": {"action": "relax_edge", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "42e09eea95741ca29d87f8cbe43f8528f9e0806d4ff28a85770dccd451c1d0c2", "telemetry_sha256": "b8f66ff7e1ac4cfe1d6a2f184e14aeedd71f2506f47b50336b112bcecf58bdfa", "tokens_cl100k": {"telemetry": 1154, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-612", "edge_ue_thr_mbps": "cell-698"}, "decoy_cell": "cell-330", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0271", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "@ops elevate consumer streaming video traffic to high queue priority throughout the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-18T20:54:33Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,stadium,E2_KPM,60.4,200.5,43.0,12.70\ncell-111,stadium,O1_PM,25.1,186.6,26.1,24.49\ncell-169,north_cluster,O1_PM,17.9,62.1,19.4,23.34\ncell-169,north_cluster,E2_KPM,29.6,483.9,27.2,29.97\ncell-180,south_cluster,E2_KPM,80.6,146.3,52.9,8.71\ncell-180,south_cluster,O1_PM,56.2,172.7,41.6,7.50\ncell-291,south_cluster,E2_KPM,17.7,386.8,24.0,1.88\ncell-291,south_cluster,O1_PM,56.1,123.8,36.3,34.10\ncell-320,stadium,O1_PM,36.4,413.9,29.2,17.46\ncell-320,stadium,E2_KPM,68.6,617.6,41.1,20.93\ncell-357,north_cluster,O1_PM,54.7,518.5,38.7,10.36\ncell-357,north_cluster,E2_KPM,37.1,225.4,32.3,10.21\ncell-421,hospital_zone,O1_PM,42.2,549.6,31.2,14.45\ncell-421,hospital_zone,E2_KPM,48.5,625.8,39.1,11.17\ncell-488,south_cluster,E2_KPM,51.5,103.6,42.8,10.25\ncell-488,south_cluster,O1_PM,53.5,552.6,33.4,5.18\ncell-555,hospital_zone,E2_KPM,71.9,570.3,43.3,8.10\ncell-555,hospital_zone,O1_PM,47.6,450.3,35.6,19.08\ncell-557,south_cluster,E2_KPM,65.7,513.4,39.6,7.27\ncell-557,south_cluster,O1_PM,34.4,442.4,30.2,24.26\ncell-659,hospital_zone,O1_PM,46.1,135.2,36.2,16.60\ncell-659,hospital_zone,E2_KPM,90.6,472.7,60.7,16.46\ncell-687,stadium,E2_KPM,27.8,537.8,30.1,16.00\ncell-687,stadium,O1_PM,36.9,468.1,25.5,23.98\ncell-693,south_cluster,E2_KPM,80.1,480.9,50.1,16.71\ncell-693,south_cluster,O1_PM,39.0,129.1,30.1,13.27\ncell-697,hospital_zone,O1_PM,34.1,55.4,26.3,8.47\ncell-697,hospital_zone,E2_KPM,53.2,571.4,41.4,5.01\ncell-750,hospital_zone,O1_PM,75.3,65.4,44.2,32.20\ncell-750,hospital_zone,E2_KPM,52.2,524.2,39.0,5.94\ncell-752,north_cluster,E2_KPM,73.7,515.1,53.3,32.29\ncell-752,north_cluster,O1_PM,24.0,523.3,24.5,14.43\ncell-777,stadium,O1_PM,55.8,381.5,37.5,19.20\ncell-777,stadium,E2_KPM,81.4,53.9,56.4,18.68\ncell-796,north_cluster,E2_KPM,45.7,121.7,37.6,31.16\ncell-796,north_cluster,O1_PM,49.5,258.8,39.2,21.18\ncell-807,stadium,O1_PM,92.8,74.8,25.7,14.46\ncell-807,stadium,E2_KPM,78.5,87.3,56.4,16.01\ncell-868,north_cluster,O1_PM,17.3,59.2,15.3,27.66\ncell-868,north_cluster,E2_KPM,68.0,544.3,43.4,13.41\ncell-898,north_cluster,O1_PM,54.1,62.3,42.5,7.22\ncell-898,north_cluster,E2_KPM,37.3,632.7,26.1,34.34\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "aeccbf10ce4ad5552cb341260a8ddaed9a253afa3ad46d7db1ddec913e4ad33d", "telemetry_sha256": "d7fb45dbca3d0a7ffedcd7596bc0ed7783d2f7f52b6aa8002b4df167c926f5b3", "tokens_cl100k": {"telemetry": 1154, "text": 16}, "extreme_cells": {"prb_util_pct": "cell-659", "edge_ue_thr_mbps": "cell-291"}, "decoy_cell": "cell-807"}}
+{"case_id": "ranintent_v1_test_0272", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "The network operator shall elevate Datacrest Analytics bulk data ingestion streams to high priority status throughout the hospital zone for the remainder of the active incident.", "telemetry": "KPM telemetry snapshot at 2026-10-08T09:17:53Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,north_cluster,O1_PM,34.1,439.4,32.0,27.11\ncell-126,north_cluster,E2_KPM,16.2,463.1,19.6,28.78\ncell-136,hospital_zone,O1_PM,16.5,493.9,22.8,17.51\ncell-136,hospital_zone,E2_KPM,62.2,130.5,45.1,18.82\ncell-181,south_cluster,O1_PM,37.4,433.7,36.2,21.50\ncell-181,south_cluster,E2_KPM,61.0,573.0,39.4,31.15\ncell-213,hospital_zone,O1_PM,72.9,255.9,48.9,25.62\ncell-213,hospital_zone,E2_KPM,60.8,110.0,41.8,4.29\ncell-245,stadium,O1_PM,24.6,420.9,24.0,34.15\ncell-245,stadium,E2_KPM,73.8,581.8,45.4,15.11\ncell-313,stadium,O1_PM,50.9,312.1,32.4,27.36\ncell-313,stadium,E2_KPM,29.3,156.5,29.3,21.23\ncell-435,south_cluster,E2_KPM,36.8,414.5,35.4,25.87\ncell-435,south_cluster,O1_PM,36.2,108.3,33.9,5.50\ncell-458,north_cluster,O1_PM,74.3,476.3,43.3,31.97\ncell-458,north_cluster,E2_KPM,18.2,257.0,18.9,19.21\ncell-467,stadium,O1_PM,68.3,60.0,45.4,7.09\ncell-467,stadium,E2_KPM,83.2,57.5,49.3,26.13\ncell-489,south_cluster,E2_KPM,25.0,41.6,18.7,31.62\ncell-489,south_cluster,O1_PM,15.4,384.1,20.1,11.26\ncell-532,hospital_zone,E2_KPM,50.4,263.6,37.4,33.83\ncell-532,hospital_zone,O1_PM,65.6,342.7,46.5,32.57\ncell-676,north_cluster,O1_PM,29.0,286.6,31.5,11.77\ncell-676,north_cluster,E2_KPM,83.4,62.7,52.7,0.60\ncell-711,south_cluster,E2_KPM,93.5,444.8,63.5,4.78\ncell-711,south_cluster,O1_PM,66.0,157.8,45.6,25.61\ncell-717,north_cluster,O1_PM,15.9,124.6,18.0,14.53\ncell-717,north_cluster,E2_KPM,19.3,331.1,21.0,21.92\ncell-718,hospital_zone,O1_PM,96.1,496.3,28.0,15.16\ncell-718,hospital_zone,E2_KPM,29.5,309.4,22.6,14.65\ncell-765,stadium,O1_PM,28.6,571.9,23.8,27.40\ncell-765,stadium,E2_KPM,23.0,625.0,23.5,12.63\ncell-779,north_cluster,E2_KPM,28.4,289.5,25.2,14.13\ncell-779,north_cluster,O1_PM,18.8,414.6,17.1,10.90\ncell-792,hospital_zone,O1_PM,19.3,522.9,23.2,34.88\ncell-792,hospital_zone,E2_KPM,35.5,641.4,27.7,25.29\ncell-869,north_cluster,E2_KPM,22.5,291.6,17.6,25.22\ncell-869,north_cluster,O1_PM,52.0,70.2,41.8,29.58\ncell-952,stadium,E2_KPM,49.4,67.7,42.2,23.90\ncell-952,stadium,O1_PM,79.4,621.0,46.1,15.14\ncell-982,south_cluster,E2_KPM,66.5,155.5,42.0,29.96\ncell-982,south_cluster,O1_PM,29.8,74.1,27.0,30.99\n", "truth": {"action": "prioritise", "class": "analytics_offload", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c13b6af2cf0f864a1ae93ca2f8fc91d768e70da157fe43ee17c065d718eb58a7", "telemetry_sha256": "69a4917e29f43ba305080749221ffdc861358a2ad327b3c77b8ccb8f7594fa9b", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-711", "edge_ue_thr_mbps": "cell-676"}, "decoy_cell": "cell-718"}}
+{"case_id": "ranintent_v1_test_0273", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Upgrade telemetry from sensors and low-speed meters to critical highest priority on cells with peak load for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-03T08:25:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,stadium,O1_PM,61.3,253.9,40.1,19.08\ncell-106,stadium,E2_KPM,27.5,617.6,30.7,14.76\ncell-135,hospital_zone,O1_PM,81.3,250.7,56.5,33.11\ncell-135,hospital_zone,E2_KPM,35.5,461.3,30.1,21.94\ncell-142,hospital_zone,E2_KPM,44.3,280.3,38.3,15.74\ncell-142,hospital_zone,O1_PM,19.8,365.0,27.3,32.27\ncell-143,north_cluster,O1_PM,15.3,125.3,25.1,16.34\ncell-143,north_cluster,E2_KPM,79.2,440.5,54.6,33.04\ncell-156,hospital_zone,E2_KPM,35.4,435.2,34.7,24.31\ncell-156,hospital_zone,O1_PM,26.6,167.8,20.9,20.21\ncell-217,stadium,O1_PM,92.8,298.5,19.3,11.58\ncell-217,stadium,E2_KPM,63.1,608.5,46.5,19.99\ncell-248,hospital_zone,O1_PM,38.2,179.7,27.6,25.05\ncell-248,hospital_zone,E2_KPM,22.0,352.4,21.7,32.41\ncell-276,south_cluster,E2_KPM,34.9,415.2,31.7,6.32\ncell-276,south_cluster,O1_PM,30.8,277.1,24.5,34.28\ncell-379,hospital_zone,E2_KPM,39.9,306.7,27.5,10.58\ncell-379,hospital_zone,O1_PM,42.2,415.3,35.9,18.17\ncell-392,north_cluster,E2_KPM,15.5,311.0,23.5,24.08\ncell-392,north_cluster,O1_PM,36.2,455.9,26.7,34.86\ncell-401,north_cluster,E2_KPM,25.9,491.4,30.6,1.75\ncell-401,north_cluster,O1_PM,52.7,533.0,34.6,15.82\ncell-477,north_cluster,E2_KPM,56.3,140.1,45.8,29.24\ncell-477,north_cluster,O1_PM,17.7,598.4,26.3,19.83\ncell-542,south_cluster,E2_KPM,59.3,258.9,37.0,9.12\ncell-542,south_cluster,O1_PM,75.5,626.9,48.2,18.18\ncell-606,stadium,O1_PM,24.8,183.3,22.1,22.93\ncell-606,stadium,E2_KPM,21.9,67.3,23.8,6.27\ncell-640,stadium,O1_PM,59.4,556.5,43.9,18.36\ncell-640,stadium,E2_KPM,45.8,369.4,30.8,22.25\ncell-769,stadium,E2_KPM,44.2,555.6,30.3,14.06\ncell-769,stadium,O1_PM,59.2,253.8,43.2,17.54\ncell-782,south_cluster,O1_PM,24.9,490.8,23.2,21.34\ncell-782,south_cluster,E2_KPM,49.7,415.2,35.5,7.84\ncell-821,north_cluster,O1_PM,49.6,577.4,37.0,29.82\ncell-821,north_cluster,E2_KPM,35.8,567.6,26.2,22.24\ncell-842,south_cluster,O1_PM,24.0,562.1,27.9,5.27\ncell-842,south_cluster,E2_KPM,64.3,602.0,49.3,26.11\ncell-873,north_cluster,E2_KPM,63.2,167.8,46.1,32.91\ncell-873,north_cluster,O1_PM,78.0,629.2,55.4,21.23\ncell-929,south_cluster,O1_PM,19.2,585.9,16.2,16.10\ncell-929,south_cluster,E2_KPM,91.2,505.4,56.4,31.93\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "e4069c765fa47fd5f2fe4c0b7a4759d579af1a21cccb44c6b8b85a8ce2bdf4bc", "telemetry_sha256": "16178b509b90cdfc13a74b2f4a204206808d5340e24f1776bef7ba4a7ee15065", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-929", "edge_ue_thr_mbps": "cell-401"}, "decoy_cell": "cell-217", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0274", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Assistant, elevate tactical speech talkgroups for first responders to high priority throughout the hospital zone for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-02T13:17:50Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,north_cluster,E2_KPM,65.3,545.9,39.3,18.77\ncell-130,north_cluster,O1_PM,27.0,118.6,27.3,29.45\ncell-264,south_cluster,O1_PM,60.8,165.5,42.7,25.62\ncell-264,south_cluster,E2_KPM,53.5,41.5,40.2,31.04\ncell-285,stadium,E2_KPM,75.2,64.1,49.7,24.44\ncell-285,stadium,O1_PM,48.0,545.5,36.3,24.49\ncell-338,south_cluster,E2_KPM,57.5,416.6,35.7,1.90\ncell-338,south_cluster,O1_PM,53.4,121.1,38.3,25.67\ncell-407,hospital_zone,E2_KPM,30.7,225.6,27.6,16.39\ncell-407,hospital_zone,O1_PM,81.5,551.2,58.2,15.86\ncell-444,south_cluster,E2_KPM,58.8,552.1,43.3,9.90\ncell-444,south_cluster,O1_PM,83.3,104.7,54.5,31.38\ncell-446,stadium,O1_PM,19.2,229.5,27.2,27.81\ncell-446,stadium,E2_KPM,70.8,118.5,42.1,5.33\ncell-525,north_cluster,E2_KPM,28.7,526.2,30.3,33.28\ncell-525,north_cluster,O1_PM,72.9,57.8,45.2,14.72\ncell-535,hospital_zone,E2_KPM,67.3,608.1,44.5,15.57\ncell-535,hospital_zone,O1_PM,60.1,476.2,44.9,30.30\ncell-540,stadium,E2_KPM,50.6,604.0,40.3,33.96\ncell-540,stadium,O1_PM,75.5,572.2,47.0,8.54\ncell-633,north_cluster,O1_PM,96.4,104.8,28.4,15.90\ncell-633,north_cluster,E2_KPM,60.2,304.7,37.2,33.84\ncell-635,north_cluster,O1_PM,85.5,645.7,53.1,16.43\ncell-635,north_cluster,E2_KPM,32.3,474.0,31.8,33.47\ncell-638,south_cluster,O1_PM,63.0,625.0,44.7,34.82\ncell-638,south_cluster,E2_KPM,45.7,422.2,35.6,32.40\ncell-642,stadium,O1_PM,82.4,111.4,54.9,31.26\ncell-642,stadium,E2_KPM,93.9,481.9,63.9,15.25\ncell-691,stadium,O1_PM,75.1,548.9,47.3,16.41\ncell-691,stadium,E2_KPM,41.2,454.3,32.7,12.67\ncell-804,hospital_zone,O1_PM,58.2,618.7,46.9,8.36\ncell-804,hospital_zone,E2_KPM,50.9,595.4,39.3,5.83\ncell-843,south_cluster,E2_KPM,54.4,418.0,38.5,25.48\ncell-843,south_cluster,O1_PM,33.0,634.7,24.5,6.92\ncell-871,north_cluster,O1_PM,44.5,337.7,29.6,12.60\ncell-871,north_cluster,E2_KPM,77.5,634.8,53.5,13.46\ncell-872,north_cluster,E2_KPM,75.7,375.0,50.4,15.31\ncell-872,north_cluster,O1_PM,29.0,441.1,26.8,18.68\ncell-876,hospital_zone,O1_PM,25.6,452.4,20.7,29.50\ncell-876,hospital_zone,E2_KPM,63.8,459.2,38.2,16.27\ncell-959,hospital_zone,E2_KPM,26.7,517.3,31.1,24.71\ncell-959,hospital_zone,O1_PM,36.6,583.9,26.2,10.49\n", "truth": {"action": "prioritise", "class": "mission_voice", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "fec3264394c4ca86c721f891cd2a13d9e2e5ec4ef17f74a8ac46534990edaa77", "telemetry_sha256": "4156a1f5deb25d91982d3a4c36293a7c2d9f51d94c95eaefb68bec78ad46c260", "tokens_cl100k": {"telemetry": 1154, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-642", "edge_ue_thr_mbps": "cell-338"}, "decoy_cell": "cell-633"}}
+{"case_id": "ranintent_v1_test_0275", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Hello Operations, Civic Safety Agency requests promoting first responder tactical speech talkgroups to high priority throughout the hospital zone until the active situation resolves.", "telemetry": "KPM telemetry snapshot at 2026-10-26T11:55:27Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,south_cluster,O1_PM,89.6,244.6,37.2,33.23\ncell-137,south_cluster,E2_KPM,15.5,289.3,24.2,5.55\ncell-151,hospital_zone,O1_PM,33.0,263.7,34.5,6.63\ncell-151,hospital_zone,E2_KPM,51.6,89.5,38.8,16.25\ncell-170,hospital_zone,O1_PM,25.4,569.3,19.1,16.50\ncell-170,hospital_zone,E2_KPM,55.4,429.3,39.6,5.36\ncell-188,south_cluster,E2_KPM,22.9,145.0,27.2,34.07\ncell-188,south_cluster,O1_PM,17.1,70.1,23.8,13.08\ncell-215,stadium,E2_KPM,20.7,325.6,17.6,18.24\ncell-215,stadium,O1_PM,34.9,515.6,31.8,13.47\ncell-377,south_cluster,O1_PM,47.3,386.3,35.7,20.06\ncell-377,south_cluster,E2_KPM,77.7,527.1,49.0,8.18\ncell-382,stadium,E2_KPM,70.4,502.4,49.7,24.34\ncell-382,stadium,O1_PM,53.4,423.6,32.7,18.42\ncell-411,north_cluster,E2_KPM,52.4,51.2,44.1,14.46\ncell-411,north_cluster,O1_PM,65.1,646.1,42.1,15.77\ncell-438,hospital_zone,E2_KPM,87.4,78.2,50.6,22.05\ncell-438,hospital_zone,O1_PM,49.3,365.3,37.2,16.62\ncell-503,stadium,O1_PM,28.8,124.4,25.0,26.56\ncell-503,stadium,E2_KPM,55.3,51.5,36.8,5.41\ncell-540,north_cluster,E2_KPM,49.4,336.6,41.7,19.13\ncell-540,north_cluster,O1_PM,35.3,271.7,26.3,34.58\ncell-542,north_cluster,O1_PM,33.4,318.4,26.7,28.03\ncell-542,north_cluster,E2_KPM,78.9,138.9,45.6,1.91\ncell-552,hospital_zone,E2_KPM,26.7,474.8,22.8,21.00\ncell-552,hospital_zone,O1_PM,24.7,229.4,28.5,31.13\ncell-573,north_cluster,E2_KPM,46.5,459.2,33.3,23.44\ncell-573,north_cluster,O1_PM,23.8,343.1,20.8,25.02\ncell-653,north_cluster,E2_KPM,28.1,215.2,30.5,8.77\ncell-653,north_cluster,O1_PM,70.7,585.1,49.0,14.74\ncell-669,hospital_zone,O1_PM,28.5,229.6,31.4,9.20\ncell-669,hospital_zone,E2_KPM,39.2,561.7,36.0,25.15\ncell-688,stadium,E2_KPM,35.6,102.2,32.9,26.47\ncell-688,stadium,O1_PM,64.6,86.8,47.3,23.20\ncell-710,south_cluster,E2_KPM,31.3,289.9,22.7,12.71\ncell-710,south_cluster,O1_PM,56.0,512.5,45.5,32.35\ncell-728,south_cluster,O1_PM,30.5,340.6,32.7,25.11\ncell-728,south_cluster,E2_KPM,28.0,604.4,24.3,22.64\ncell-820,stadium,O1_PM,22.8,400.4,24.1,22.15\ncell-820,stadium,E2_KPM,28.5,114.4,27.2,8.91\ncell-927,hospital_zone,E2_KPM,75.8,201.5,53.9,17.42\ncell-927,hospital_zone,O1_PM,63.4,160.8,39.3,13.47\n", "truth": {"action": "prioritise", "class": "mission_voice", "scope": "hospital_zone", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b33c07babce522dfeb4cc92172fe8194c8c56c4afc1bf1695bec5c7963586d82", "telemetry_sha256": "b5dd44f84002c97078b3eeb20f9dfaca2dcb429c30d3a0a2142018c60a29f9f8", "tokens_cl100k": {"telemetry": 1154, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-438", "edge_ue_thr_mbps": "cell-542"}, "decoy_cell": "cell-137"}}
+{"case_id": "ranintent_v1_test_0276", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket #7729: Boost low-rate sensor and utility meter reporting telemetry to critical highest priority throughout the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-11T14:47:34Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-143,north_cluster,E2_KPM,54.5,176.5,38.5,26.22\ncell-143,north_cluster,O1_PM,18.2,432.6,16.8,23.58\ncell-167,hospital_zone,O1_PM,33.9,278.9,34.4,8.10\ncell-167,hospital_zone,E2_KPM,35.9,398.2,30.2,1.14\ncell-205,north_cluster,E2_KPM,47.3,188.3,34.5,27.27\ncell-205,north_cluster,O1_PM,65.9,639.8,44.8,24.40\ncell-234,hospital_zone,E2_KPM,16.0,59.0,24.5,16.55\ncell-234,hospital_zone,O1_PM,44.0,182.6,33.9,9.16\ncell-257,south_cluster,O1_PM,90.6,458.9,29.1,28.33\ncell-257,south_cluster,E2_KPM,15.0,68.0,13.9,21.42\ncell-263,stadium,E2_KPM,28.1,87.5,24.2,20.46\ncell-263,stadium,O1_PM,62.7,265.8,43.5,32.72\ncell-296,stadium,O1_PM,40.5,186.1,28.1,26.66\ncell-296,stadium,E2_KPM,88.2,128.9,58.6,6.64\ncell-353,south_cluster,O1_PM,16.1,345.6,23.6,13.17\ncell-353,south_cluster,E2_KPM,66.7,247.6,45.5,16.73\ncell-387,south_cluster,O1_PM,39.3,491.9,37.3,28.46\ncell-387,south_cluster,E2_KPM,40.5,350.1,33.4,21.97\ncell-400,south_cluster,O1_PM,15.6,205.4,15.7,27.96\ncell-400,south_cluster,E2_KPM,42.5,172.6,39.1,22.35\ncell-406,north_cluster,O1_PM,26.4,458.7,20.5,34.56\ncell-406,north_cluster,E2_KPM,62.0,213.5,40.7,23.92\ncell-492,stadium,E2_KPM,29.1,480.5,25.6,33.25\ncell-492,stadium,O1_PM,55.4,595.0,43.9,6.00\ncell-732,stadium,E2_KPM,47.9,629.1,30.5,34.39\ncell-732,stadium,O1_PM,51.6,448.5,42.6,18.90\ncell-743,north_cluster,O1_PM,42.6,622.7,27.9,23.15\ncell-743,north_cluster,E2_KPM,43.0,334.5,38.3,26.26\ncell-746,hospital_zone,O1_PM,18.3,421.6,21.2,24.26\ncell-746,hospital_zone,E2_KPM,38.7,416.2,34.0,26.57\ncell-752,hospital_zone,E2_KPM,40.2,236.1,30.2,7.23\ncell-752,hospital_zone,O1_PM,53.0,358.3,42.2,22.87\ncell-779,north_cluster,O1_PM,43.1,113.7,39.3,9.30\ncell-779,north_cluster,E2_KPM,43.4,636.3,32.2,4.35\ncell-892,south_cluster,E2_KPM,31.4,230.6,26.2,24.40\ncell-892,south_cluster,O1_PM,57.6,221.0,44.1,5.84\ncell-973,stadium,O1_PM,19.4,370.8,17.0,25.94\ncell-973,stadium,E2_KPM,34.0,348.5,29.9,19.92\ncell-989,hospital_zone,E2_KPM,70.9,449.6,42.0,28.34\ncell-989,hospital_zone,O1_PM,18.4,496.2,26.3,14.44\ncell-999,north_cluster,O1_PM,62.1,291.7,39.2,15.13\ncell-999,north_cluster,E2_KPM,23.5,130.2,27.7,25.04\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "hospital_zone", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "8d7ea3469919836faa36eddc9f07753ecc3cd1e8e7881815fa5608b6617f3298", "telemetry_sha256": "f36537975b8d689c4d4500b64167bf7aeb297e30ebad2f6439d820c968b13e2e", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-296", "edge_ue_thr_mbps": "cell-167"}, "decoy_cell": "cell-257"}}
+{"case_id": "ranintent_v1_test_0277", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC: target a 100 ms latency limit for standard best-effort traffic on cells where edge clients experience lowest throughput for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-11T09:33:18Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-171,north_cluster,E2_KPM,49.6,245.4,33.9,30.31\ncell-171,north_cluster,O1_PM,82.0,255.6,51.3,15.42\ncell-178,south_cluster,E2_KPM,39.0,77.0,35.1,16.32\ncell-178,south_cluster,O1_PM,37.1,275.9,32.8,15.80\ncell-233,hospital_zone,O1_PM,59.6,646.3,43.8,13.08\ncell-233,hospital_zone,E2_KPM,75.7,356.6,53.6,9.60\ncell-261,hospital_zone,O1_PM,77.1,439.4,53.5,28.29\ncell-261,hospital_zone,E2_KPM,23.7,158.1,24.0,11.77\ncell-265,stadium,E2_KPM,51.9,156.0,33.0,10.06\ncell-265,stadium,O1_PM,34.3,79.6,34.1,26.12\ncell-270,hospital_zone,O1_PM,33.1,616.5,31.0,9.23\ncell-270,hospital_zone,E2_KPM,35.3,532.7,25.2,15.46\ncell-405,north_cluster,E2_KPM,79.9,637.0,47.3,6.35\ncell-405,north_cluster,O1_PM,49.0,310.1,37.5,14.06\ncell-419,north_cluster,E2_KPM,52.4,551.9,37.9,23.47\ncell-419,north_cluster,O1_PM,66.2,342.9,39.3,0.18\ncell-422,stadium,O1_PM,71.5,94.7,48.4,17.67\ncell-422,stadium,E2_KPM,34.0,606.6,29.9,34.66\ncell-427,north_cluster,O1_PM,36.1,516.1,34.5,30.36\ncell-427,north_cluster,E2_KPM,72.6,188.4,49.0,29.10\ncell-560,south_cluster,E2_KPM,27.6,606.6,20.2,23.19\ncell-560,south_cluster,O1_PM,61.3,313.7,40.1,6.15\ncell-716,stadium,E2_KPM,68.8,452.4,40.9,16.03\ncell-716,stadium,O1_PM,55.9,311.9,40.7,15.65\ncell-741,south_cluster,O1_PM,76.7,115.9,49.2,19.86\ncell-741,south_cluster,E2_KPM,67.3,462.7,46.1,10.46\ncell-744,hospital_zone,E2_KPM,51.0,132.8,36.0,5.01\ncell-744,hospital_zone,O1_PM,65.1,563.7,44.7,17.30\ncell-747,hospital_zone,O1_PM,63.6,150.3,48.6,32.47\ncell-747,hospital_zone,E2_KPM,90.6,406.4,55.3,22.54\ncell-763,hospital_zone,E2_KPM,61.3,510.3,45.5,16.71\ncell-763,hospital_zone,O1_PM,71.9,53.3,42.6,31.91\ncell-774,stadium,O1_PM,71.0,40.0,52.0,27.44\ncell-774,stadium,E2_KPM,71.6,533.9,48.8,17.04\ncell-826,south_cluster,E2_KPM,70.4,428.6,44.6,28.94\ncell-826,south_cluster,O1_PM,78.4,533.7,53.9,18.78\ncell-831,south_cluster,O1_PM,24.6,77.4,23.3,6.38\ncell-831,south_cluster,E2_KPM,43.6,204.0,29.5,24.10\ncell-935,north_cluster,O1_PM,47.0,146.4,38.7,21.12\ncell-935,north_cluster,E2_KPM,24.0,317.0,24.8,31.62\ncell-976,stadium,E2_KPM,37.5,229.0,33.6,1.93\ncell-976,stadium,O1_PM,40.0,627.9,32.3,32.92\n", "truth": {"action": "set_latency_target", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "100", "duration": "1h"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "e35fc793dcc2f8c1f5bd4701d553ceb5d31d957e63bfd719200bf56fbe5733d0", "telemetry_sha256": "8c841257d5c5b1b70168d3a0aff7bcea0f10af91e5cb42ae6484c8fc7a2f9a20", "tokens_cl100k": {"telemetry": 1154, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-747", "edge_ue_thr_mbps": "cell-976"}, "decoy_cell": "cell-419", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0278", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "The carrier is instructed to reduce scheduling precedence for customer streaming media to standard normal priority across south cluster cells indefinitely until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-14T08:44:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-164,hospital_zone,E2_KPM,49.4,215.1,40.4,22.86\ncell-164,hospital_zone,O1_PM,44.4,414.9,32.5,4.23\ncell-208,stadium,E2_KPM,39.0,424.1,32.6,34.37\ncell-208,stadium,O1_PM,83.5,135.9,53.9,11.33\ncell-293,hospital_zone,O1_PM,49.1,489.4,39.0,32.58\ncell-293,hospital_zone,E2_KPM,49.4,536.3,41.6,27.21\ncell-328,hospital_zone,O1_PM,34.8,515.8,34.9,12.58\ncell-328,hospital_zone,E2_KPM,48.9,513.7,41.6,22.60\ncell-511,south_cluster,E2_KPM,55.4,481.3,45.2,29.86\ncell-511,south_cluster,O1_PM,95.1,252.7,26.0,16.68\ncell-528,hospital_zone,E2_KPM,28.8,452.6,31.8,10.68\ncell-528,hospital_zone,O1_PM,50.1,266.3,37.2,25.61\ncell-570,stadium,O1_PM,36.0,164.7,27.2,5.82\ncell-570,stadium,E2_KPM,80.8,205.8,46.9,4.90\ncell-644,hospital_zone,O1_PM,79.3,402.2,52.1,29.23\ncell-644,hospital_zone,E2_KPM,57.4,559.7,38.6,7.50\ncell-652,stadium,O1_PM,59.1,100.0,36.0,22.00\ncell-652,stadium,E2_KPM,34.6,58.6,28.9,14.54\ncell-687,north_cluster,E2_KPM,69.7,552.3,45.5,22.89\ncell-687,north_cluster,O1_PM,81.5,259.1,49.7,25.36\ncell-706,north_cluster,O1_PM,15.6,44.9,14.0,8.16\ncell-706,north_cluster,E2_KPM,57.4,626.7,39.5,4.73\ncell-733,south_cluster,O1_PM,17.4,158.6,26.6,18.34\ncell-733,south_cluster,E2_KPM,79.0,539.0,47.3,16.19\ncell-778,south_cluster,O1_PM,79.7,308.3,53.6,15.63\ncell-778,south_cluster,E2_KPM,80.2,541.3,54.6,32.32\ncell-827,south_cluster,E2_KPM,73.0,48.3,44.7,0.95\ncell-827,south_cluster,O1_PM,37.6,645.8,30.2,34.10\ncell-854,north_cluster,E2_KPM,33.9,534.5,24.5,30.84\ncell-854,north_cluster,O1_PM,72.0,539.7,53.1,8.16\ncell-907,hospital_zone,O1_PM,73.9,224.9,43.8,20.26\ncell-907,hospital_zone,E2_KPM,91.7,53.9,60.2,19.04\ncell-935,stadium,E2_KPM,83.0,593.2,49.6,22.26\ncell-935,stadium,O1_PM,68.0,111.0,51.4,30.75\ncell-941,south_cluster,E2_KPM,26.0,293.7,20.5,15.59\ncell-941,south_cluster,O1_PM,65.0,550.0,50.4,22.07\ncell-942,north_cluster,E2_KPM,53.1,99.7,41.7,32.68\ncell-942,north_cluster,O1_PM,42.1,464.7,31.7,11.90\ncell-962,north_cluster,E2_KPM,29.5,359.6,24.0,23.39\ncell-962,north_cluster,O1_PM,77.1,348.7,48.8,33.10\ncell-974,stadium,E2_KPM,59.3,303.3,44.7,30.02\ncell-974,stadium,O1_PM,49.6,241.7,35.7,7.96\n", "truth": {"action": "deprioritise", "class": "video_streaming", "scope": "south_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "79c57a96a29c1c5865da74d7b56920f2d253538d912105bfe8f4856db4554d90", "telemetry_sha256": "e8f8f70c71dc2da92146dc9f1f5e4226ac31058c81de4414ec96947b1692b5b6", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-907", "edge_ue_thr_mbps": "cell-827"}, "decoy_cell": "cell-511"}}
+{"case_id": "ranintent_v1_test_0279", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Apply a 20 ms maximum packet delay bound to subscriber video streams on cells where fringe subscribers experience lowest throughput for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-13T09:35:51Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-281,north_cluster,E2_KPM,80.6,145.0,48.5,32.48\ncell-281,north_cluster,O1_PM,74.3,569.5,51.4,10.97\ncell-297,north_cluster,O1_PM,77.7,219.9,56.1,24.64\ncell-297,north_cluster,E2_KPM,63.7,102.3,44.9,19.42\ncell-351,hospital_zone,O1_PM,24.5,583.8,20.8,17.37\ncell-351,hospital_zone,E2_KPM,76.4,536.0,44.9,34.47\ncell-383,stadium,O1_PM,42.4,494.8,28.4,15.57\ncell-383,stadium,E2_KPM,41.2,356.1,28.9,32.95\ncell-430,stadium,O1_PM,67.8,189.3,46.6,34.28\ncell-430,stadium,E2_KPM,74.7,436.6,45.5,19.83\ncell-463,north_cluster,E2_KPM,15.3,419.7,24.2,9.17\ncell-463,north_cluster,O1_PM,46.7,273.6,38.7,11.20\ncell-476,stadium,O1_PM,47.0,636.1,34.2,8.71\ncell-476,stadium,E2_KPM,93.2,263.0,54.5,21.60\ncell-502,stadium,O1_PM,20.4,186.4,21.5,25.90\ncell-502,stadium,E2_KPM,32.5,636.9,33.4,28.10\ncell-603,south_cluster,O1_PM,26.5,415.2,29.8,18.96\ncell-603,south_cluster,E2_KPM,37.5,349.3,31.0,32.25\ncell-613,south_cluster,E2_KPM,40.8,605.4,30.0,18.08\ncell-613,south_cluster,O1_PM,63.5,461.3,38.8,6.94\ncell-676,stadium,E2_KPM,44.5,381.3,37.0,20.10\ncell-676,stadium,O1_PM,71.7,503.1,53.3,31.98\ncell-686,hospital_zone,E2_KPM,43.9,85.3,34.7,20.91\ncell-686,hospital_zone,O1_PM,81.0,375.0,53.0,33.87\ncell-687,south_cluster,O1_PM,50.5,396.7,33.7,7.65\ncell-687,south_cluster,E2_KPM,25.7,272.5,22.3,20.76\ncell-717,south_cluster,E2_KPM,70.7,315.8,45.7,23.40\ncell-717,south_cluster,O1_PM,84.4,111.1,52.6,33.18\ncell-800,hospital_zone,E2_KPM,20.4,319.0,20.7,30.25\ncell-800,hospital_zone,O1_PM,57.1,531.8,45.6,28.20\ncell-807,hospital_zone,O1_PM,31.4,128.4,28.9,0.65\ncell-807,hospital_zone,E2_KPM,48.5,507.7,41.7,6.86\ncell-822,hospital_zone,E2_KPM,41.1,596.0,36.7,19.63\ncell-822,hospital_zone,O1_PM,48.3,119.6,31.1,7.18\ncell-826,north_cluster,E2_KPM,28.8,279.4,25.7,1.58\ncell-826,north_cluster,O1_PM,76.7,618.5,45.7,11.05\ncell-854,hospital_zone,O1_PM,66.4,551.2,45.3,22.93\ncell-854,hospital_zone,E2_KPM,76.6,65.3,56.1,5.96\ncell-873,south_cluster,O1_PM,67.1,370.0,41.6,32.01\ncell-873,south_cluster,E2_KPM,80.7,624.2,55.1,16.46\ncell-960,north_cluster,O1_PM,17.4,446.9,22.3,12.25\ncell-960,north_cluster,E2_KPM,35.6,520.2,26.8,6.71\n", "truth": {"action": "set_latency_target", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "20", "duration": "15min"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "0bcbd3928930e7c339ffbec4508478e75961432e32368a6f4d0a079264dd673e", "telemetry_sha256": "0c1639ed12f889f440ad4bd822188cdd33e30300d0068c340c70d34d2ff7d2e3", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-476", "edge_ue_thr_mbps": "cell-826"}, "decoy_cell": "cell-807", "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0280", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hey assistant, boost meter readings and sensor reports to top critical priority on our most congested cells for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-16T21:55:41Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,south_cluster,E2_KPM,56.9,314.0,39.5,16.01\ncell-103,south_cluster,O1_PM,20.5,631.8,18.1,28.62\ncell-181,south_cluster,E2_KPM,69.7,284.7,47.1,31.92\ncell-181,south_cluster,O1_PM,62.3,233.3,39.3,15.87\ncell-250,hospital_zone,O1_PM,49.7,215.1,31.5,29.45\ncell-250,hospital_zone,E2_KPM,55.3,265.2,36.4,7.05\ncell-256,hospital_zone,E2_KPM,24.8,448.6,19.8,27.56\ncell-256,hospital_zone,O1_PM,35.3,638.5,26.0,26.70\ncell-288,hospital_zone,E2_KPM,74.3,413.7,48.7,9.71\ncell-288,hospital_zone,O1_PM,42.1,99.0,37.3,18.71\ncell-290,south_cluster,O1_PM,40.7,127.0,38.3,17.70\ncell-290,south_cluster,E2_KPM,73.2,147.7,52.8,30.83\ncell-300,north_cluster,O1_PM,37.2,556.4,34.6,12.16\ncell-300,north_cluster,E2_KPM,54.0,112.5,33.4,32.62\ncell-391,stadium,O1_PM,29.9,271.6,22.5,13.39\ncell-391,stadium,E2_KPM,51.3,528.1,31.9,11.50\ncell-401,south_cluster,E2_KPM,17.5,152.6,23.5,12.47\ncell-401,south_cluster,O1_PM,35.7,430.7,26.5,33.34\ncell-452,stadium,E2_KPM,52.9,632.5,41.2,6.05\ncell-452,stadium,O1_PM,75.3,486.0,47.8,28.89\ncell-454,north_cluster,O1_PM,63.7,551.2,43.5,11.98\ncell-454,north_cluster,E2_KPM,53.9,622.3,40.1,30.05\ncell-513,stadium,O1_PM,21.9,42.0,23.1,30.56\ncell-513,stadium,E2_KPM,87.8,287.7,58.7,26.29\ncell-517,stadium,O1_PM,18.9,288.6,16.5,32.47\ncell-517,stadium,E2_KPM,22.7,114.5,22.1,6.74\ncell-603,south_cluster,E2_KPM,50.5,295.0,37.5,1.85\ncell-603,south_cluster,O1_PM,70.4,318.4,47.5,18.16\ncell-696,hospital_zone,O1_PM,50.3,467.3,35.3,21.27\ncell-696,hospital_zone,E2_KPM,50.2,401.9,37.8,32.58\ncell-751,north_cluster,E2_KPM,53.6,250.5,41.2,5.46\ncell-751,north_cluster,O1_PM,47.0,273.8,34.7,9.93\ncell-790,hospital_zone,E2_KPM,63.7,281.1,46.8,29.38\ncell-790,hospital_zone,O1_PM,77.4,349.4,55.6,32.86\ncell-817,north_cluster,O1_PM,17.6,120.0,21.3,23.16\ncell-817,north_cluster,E2_KPM,76.4,358.0,44.5,29.21\ncell-879,stadium,O1_PM,64.6,482.3,47.8,26.34\ncell-879,stadium,E2_KPM,51.9,85.0,33.2,31.85\ncell-921,north_cluster,E2_KPM,49.5,166.5,30.9,22.39\ncell-921,north_cluster,O1_PM,91.0,632.0,20.7,30.07\ncell-981,stadium,O1_PM,35.1,241.8,23.9,31.42\ncell-981,stadium,E2_KPM,49.3,344.1,36.7,16.73\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "1h"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "7260420620fbe1fac96deea9d6ceae866bf99978c248418bf9aa65695c414ae5", "telemetry_sha256": "c4cd2d29db96a63690048851170e756254b3c13e91526e735167e09466749cdd", "tokens_cl100k": {"telemetry": 1152, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-513", "edge_ue_thr_mbps": "cell-603"}, "decoy_cell": "cell-921", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0281", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Hello Engineers,\n\nPlease adjust live emergency video feeds from ambulances and police cameras down to normal priority throughout the hospital zone until the ongoing incident resolves.\n\nBest,\nOperations Center", "telemetry": "KPM telemetry snapshot at 2026-10-11T08:38:38Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,hospital_zone,E2_KPM,39.0,598.5,30.3,15.36\ncell-111,hospital_zone,O1_PM,52.6,238.8,32.8,9.25\ncell-171,north_cluster,O1_PM,89.3,353.3,34.6,5.60\ncell-171,north_cluster,E2_KPM,72.5,128.5,53.5,11.44\ncell-271,stadium,O1_PM,57.7,616.6,43.6,21.29\ncell-271,stadium,E2_KPM,68.3,487.7,45.7,20.82\ncell-357,north_cluster,E2_KPM,18.5,145.9,25.8,33.30\ncell-357,north_cluster,O1_PM,50.0,483.4,39.0,27.68\ncell-378,north_cluster,O1_PM,21.5,288.9,16.9,22.45\ncell-378,north_cluster,E2_KPM,31.1,583.3,25.2,32.60\ncell-403,stadium,E2_KPM,86.2,442.5,51.7,6.89\ncell-403,stadium,O1_PM,77.7,212.6,48.7,12.88\ncell-444,south_cluster,E2_KPM,34.4,400.4,33.6,21.33\ncell-444,south_cluster,O1_PM,48.2,621.3,35.9,18.85\ncell-526,stadium,O1_PM,56.2,484.0,41.3,7.55\ncell-526,stadium,E2_KPM,16.3,478.2,22.7,25.72\ncell-556,hospital_zone,O1_PM,54.2,552.4,34.2,24.86\ncell-556,hospital_zone,E2_KPM,65.5,53.4,49.2,12.34\ncell-607,south_cluster,E2_KPM,19.5,539.9,27.0,10.69\ncell-607,south_cluster,O1_PM,25.3,366.7,29.1,19.14\ncell-618,south_cluster,E2_KPM,78.1,507.8,56.9,8.52\ncell-618,south_cluster,O1_PM,34.0,289.8,33.9,29.95\ncell-619,hospital_zone,O1_PM,37.5,109.1,35.6,34.70\ncell-619,hospital_zone,E2_KPM,39.8,537.2,33.3,13.00\ncell-641,stadium,O1_PM,43.3,116.6,35.6,20.63\ncell-641,stadium,E2_KPM,44.4,489.5,35.8,19.79\ncell-659,stadium,O1_PM,52.7,189.2,40.2,8.27\ncell-659,stadium,E2_KPM,60.4,220.6,47.3,10.67\ncell-815,north_cluster,E2_KPM,47.4,366.2,30.7,16.26\ncell-815,north_cluster,O1_PM,46.4,521.6,34.0,6.73\ncell-916,hospital_zone,E2_KPM,31.6,450.1,33.2,5.55\ncell-916,hospital_zone,O1_PM,28.2,332.6,26.4,25.86\ncell-939,south_cluster,E2_KPM,45.3,156.9,37.5,32.37\ncell-939,south_cluster,O1_PM,77.4,79.7,46.1,33.82\ncell-949,north_cluster,E2_KPM,31.1,597.8,28.9,18.57\ncell-949,north_cluster,O1_PM,52.0,442.5,37.8,11.91\ncell-971,stadium,E2_KPM,36.7,606.9,25.6,31.04\ncell-971,stadium,O1_PM,70.0,365.5,43.5,6.62\ncell-974,south_cluster,E2_KPM,39.8,519.7,31.5,27.39\ncell-974,south_cluster,O1_PM,23.2,417.8,26.7,34.06\ncell-983,hospital_zone,E2_KPM,66.7,563.6,41.6,1.31\ncell-983,hospital_zone,O1_PM,76.9,633.9,44.9,20.19\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "hospital_zone", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "89680e26400f066bd224f9bdbd8aa5a5e5497df743adbf5720e8719c264fdbbd", "telemetry_sha256": "9ba90e77026aa82a50d0469716825d3953baabf890c8688e5286de29284ba1d3", "tokens_cl100k": {"telemetry": 1152, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-403", "edge_ue_thr_mbps": "cell-983"}, "decoy_cell": "cell-171"}}
+{"case_id": "ranintent_v1_test_0282", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Ticket #12093: Revert automated machine closed-loop control communications back to default operational settings across the stadium cluster, clearing all temporary rules.", "telemetry": "KPM telemetry snapshot at 2026-10-20T19:28:14Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-148,south_cluster,O1_PM,76.9,285.1,44.9,29.00\ncell-148,south_cluster,E2_KPM,17.6,552.0,26.6,33.44\ncell-189,stadium,O1_PM,60.1,241.4,43.7,5.98\ncell-189,stadium,E2_KPM,92.9,361.0,61.3,24.99\ncell-190,north_cluster,O1_PM,40.9,609.7,36.1,4.42\ncell-190,north_cluster,E2_KPM,27.6,372.4,20.1,32.42\ncell-195,north_cluster,E2_KPM,39.4,182.0,27.7,18.12\ncell-195,north_cluster,O1_PM,22.6,405.0,19.2,32.58\ncell-205,north_cluster,E2_KPM,28.0,622.7,20.4,10.15\ncell-205,north_cluster,O1_PM,48.5,210.8,36.2,30.99\ncell-207,hospital_zone,E2_KPM,31.8,282.3,29.6,0.82\ncell-207,hospital_zone,O1_PM,43.1,271.0,29.4,29.02\ncell-249,stadium,O1_PM,67.6,563.8,50.0,29.42\ncell-249,stadium,E2_KPM,38.7,344.1,30.6,22.93\ncell-334,stadium,O1_PM,31.1,623.5,32.9,5.56\ncell-334,stadium,E2_KPM,79.7,602.8,46.9,26.24\ncell-407,hospital_zone,O1_PM,78.6,563.7,51.2,33.58\ncell-407,hospital_zone,E2_KPM,52.0,219.3,41.4,29.77\ncell-419,hospital_zone,O1_PM,33.3,575.1,22.9,10.28\ncell-419,hospital_zone,E2_KPM,18.9,171.9,22.7,17.94\ncell-420,stadium,E2_KPM,35.9,576.7,27.2,12.28\ncell-420,stadium,O1_PM,34.1,238.1,26.7,22.52\ncell-446,north_cluster,O1_PM,64.4,538.8,41.6,10.82\ncell-446,north_cluster,E2_KPM,28.3,418.2,26.1,8.70\ncell-511,south_cluster,O1_PM,72.5,504.7,51.7,8.69\ncell-511,south_cluster,E2_KPM,42.9,585.6,34.6,31.49\ncell-538,stadium,O1_PM,56.9,562.0,39.0,8.96\ncell-538,stadium,E2_KPM,35.6,207.8,30.8,20.67\ncell-675,south_cluster,O1_PM,49.7,607.9,36.9,19.27\ncell-675,south_cluster,E2_KPM,50.7,151.4,38.2,8.50\ncell-693,south_cluster,E2_KPM,44.2,331.5,37.0,12.93\ncell-693,south_cluster,O1_PM,37.4,371.3,30.7,22.85\ncell-752,south_cluster,O1_PM,25.9,419.3,26.1,27.68\ncell-752,south_cluster,E2_KPM,74.7,526.6,52.6,4.71\ncell-790,north_cluster,O1_PM,19.2,324.3,17.4,19.68\ncell-790,north_cluster,E2_KPM,56.6,283.3,44.6,4.97\ncell-925,south_cluster,E2_KPM,67.0,511.3,42.9,10.96\ncell-925,south_cluster,O1_PM,43.3,86.8,37.8,14.57\ncell-984,hospital_zone,E2_KPM,29.9,494.1,32.1,21.53\ncell-984,hospital_zone,O1_PM,94.7,123.8,53.0,24.72\ncell-991,hospital_zone,E2_KPM,64.2,175.6,49.6,15.15\ncell-991,hospital_zone,O1_PM,43.6,404.5,36.7,25.02\n", "truth": {"action": "revert_default", "class": "factory_control", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "f7dd47f46c475644ea28783939f9230c0c7da3d49ac2df0f1223323a0b13cdf8", "telemetry_sha256": "21732d585cac4e53dbafbc710f04c6bc2fb7d746f533ef61706e569293dd2cc8", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-189", "edge_ue_thr_mbps": "cell-207"}, "decoy_cell": "cell-984"}}
+{"case_id": "ranintent_v1_test_0283", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "NOC notice: Civic Safety Agency requests reverting tactical first responder voice services in the stadium cluster back to baseline configuration, voiding prior adjustments.", "telemetry": "KPM telemetry snapshot at 2026-10-23T14:24:06Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,south_cluster,E2_KPM,63.1,192.9,46.7,28.40\ncell-125,south_cluster,O1_PM,33.1,322.7,30.5,33.55\ncell-279,stadium,E2_KPM,58.4,318.4,46.5,18.39\ncell-279,stadium,O1_PM,35.1,191.2,32.3,33.19\ncell-283,north_cluster,E2_KPM,29.8,488.9,26.6,28.01\ncell-283,north_cluster,O1_PM,59.8,434.9,47.4,13.23\ncell-289,hospital_zone,O1_PM,34.3,601.5,25.5,28.28\ncell-289,hospital_zone,E2_KPM,80.0,95.2,51.1,21.30\ncell-290,stadium,O1_PM,34.4,384.3,26.6,16.53\ncell-290,stadium,E2_KPM,65.2,269.6,41.5,5.85\ncell-299,south_cluster,E2_KPM,76.5,284.3,55.1,10.41\ncell-299,south_cluster,O1_PM,91.0,285.8,41.1,19.80\ncell-342,north_cluster,E2_KPM,88.3,639.3,60.6,13.10\ncell-342,north_cluster,O1_PM,79.0,288.1,48.2,17.56\ncell-346,hospital_zone,O1_PM,54.5,485.5,41.4,28.27\ncell-346,hospital_zone,E2_KPM,19.6,434.3,21.9,7.66\ncell-452,hospital_zone,E2_KPM,57.6,380.7,43.4,27.46\ncell-452,hospital_zone,O1_PM,76.1,554.2,48.6,26.96\ncell-483,south_cluster,E2_KPM,61.8,126.1,41.0,27.78\ncell-483,south_cluster,O1_PM,47.3,131.2,32.4,19.25\ncell-524,stadium,E2_KPM,24.1,445.5,24.2,1.09\ncell-524,stadium,O1_PM,28.8,205.1,26.5,11.27\ncell-536,stadium,E2_KPM,26.3,303.0,25.9,17.15\ncell-536,stadium,O1_PM,73.9,303.5,48.9,14.20\ncell-548,stadium,E2_KPM,22.6,226.7,20.0,22.10\ncell-548,stadium,O1_PM,53.5,363.7,43.8,4.33\ncell-560,hospital_zone,E2_KPM,21.7,172.2,25.5,6.91\ncell-560,hospital_zone,O1_PM,39.8,501.6,28.9,30.18\ncell-639,north_cluster,O1_PM,65.5,628.0,49.2,28.96\ncell-639,north_cluster,E2_KPM,21.7,109.8,24.4,31.34\ncell-690,hospital_zone,O1_PM,72.8,640.7,49.6,24.83\ncell-690,hospital_zone,E2_KPM,69.8,466.6,47.9,18.79\ncell-721,south_cluster,O1_PM,29.2,321.9,31.2,24.34\ncell-721,south_cluster,E2_KPM,37.7,381.3,28.1,21.31\ncell-756,stadium,E2_KPM,25.0,272.5,25.3,26.54\ncell-756,stadium,O1_PM,70.1,42.2,48.4,15.00\ncell-790,north_cluster,E2_KPM,32.7,144.5,28.1,29.23\ncell-790,north_cluster,O1_PM,41.5,472.1,30.0,18.36\ncell-814,south_cluster,O1_PM,62.1,198.5,47.5,30.46\ncell-814,south_cluster,E2_KPM,42.9,242.0,37.6,4.46\ncell-830,north_cluster,E2_KPM,16.9,110.2,23.1,23.43\ncell-830,north_cluster,O1_PM,74.9,204.2,53.1,17.13\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "stadium", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3ee67af7fd164ac548b258d322dcf47c084c8946be30dd0aea3dce9e59eaa7ad", "telemetry_sha256": "198824f2fe6a07159f6350370ab6edda850359b34b67c6899c3ef8f8334861dc", "tokens_cl100k": {"telemetry": 1152, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-342", "edge_ue_thr_mbps": "cell-524"}, "decoy_cell": "cell-299"}}
+{"case_id": "ranintent_v1_test_0284", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "The network operator covenants that edge computing workloads for first responder tactical voice communications shall remain hosted within or closer than a regional cloud facility across all access points where edge subscribers experience poorest throughput until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-02T07:15:10Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,north_cluster,O1_PM,68.2,381.2,47.7,7.24\ncell-100,north_cluster,E2_KPM,17.2,426.7,21.3,20.95\ncell-139,stadium,O1_PM,46.0,380.4,36.3,14.22\ncell-139,stadium,E2_KPM,51.2,457.9,40.9,8.79\ncell-230,south_cluster,E2_KPM,42.1,574.7,32.7,17.03\ncell-230,south_cluster,O1_PM,39.7,243.0,26.8,29.61\ncell-239,hospital_zone,E2_KPM,27.8,440.1,22.5,25.71\ncell-239,hospital_zone,O1_PM,61.6,103.3,42.9,29.06\ncell-296,hospital_zone,O1_PM,29.6,341.1,25.3,15.40\ncell-296,hospital_zone,E2_KPM,65.4,363.6,48.6,26.42\ncell-355,north_cluster,E2_KPM,54.2,287.9,36.1,1.68\ncell-355,north_cluster,O1_PM,76.8,219.4,51.5,4.90\ncell-362,north_cluster,E2_KPM,17.0,292.8,23.1,12.40\ncell-362,north_cluster,O1_PM,75.3,264.1,53.7,25.14\ncell-414,stadium,O1_PM,33.8,317.4,24.3,5.39\ncell-414,stadium,E2_KPM,37.3,308.7,28.3,27.45\ncell-443,north_cluster,O1_PM,76.4,647.4,45.9,22.20\ncell-443,north_cluster,E2_KPM,47.2,89.1,34.3,34.34\ncell-568,north_cluster,O1_PM,62.6,93.0,46.5,15.00\ncell-568,north_cluster,E2_KPM,37.8,267.2,30.0,11.00\ncell-599,hospital_zone,O1_PM,32.2,395.7,27.9,19.05\ncell-599,hospital_zone,E2_KPM,26.6,467.0,27.8,25.15\ncell-633,stadium,O1_PM,20.5,291.3,27.2,18.74\ncell-633,stadium,E2_KPM,46.4,209.0,29.9,21.19\ncell-636,south_cluster,O1_PM,67.5,48.4,47.4,34.58\ncell-636,south_cluster,E2_KPM,16.0,648.5,20.5,31.29\ncell-680,hospital_zone,E2_KPM,27.0,56.1,30.2,7.37\ncell-680,hospital_zone,O1_PM,37.3,124.2,26.1,8.45\ncell-707,hospital_zone,E2_KPM,73.4,183.8,43.5,8.51\ncell-707,hospital_zone,O1_PM,64.6,129.4,38.6,27.87\ncell-715,stadium,O1_PM,34.5,175.2,30.5,27.02\ncell-715,stadium,E2_KPM,16.4,204.1,16.7,19.52\ncell-731,south_cluster,O1_PM,73.1,196.1,42.9,28.30\ncell-731,south_cluster,E2_KPM,28.0,177.7,22.9,8.05\ncell-862,stadium,O1_PM,28.4,471.6,21.8,5.32\ncell-862,stadium,E2_KPM,29.3,552.4,20.9,30.89\ncell-905,south_cluster,O1_PM,24.3,67.3,22.6,1.38\ncell-905,south_cluster,E2_KPM,66.2,165.6,40.8,9.64\ncell-940,stadium,O1_PM,26.6,344.0,21.1,9.59\ncell-940,stadium,E2_KPM,57.5,225.6,43.2,7.81\ncell-968,south_cluster,E2_KPM,89.9,581.8,59.4,28.48\ncell-968,south_cluster,O1_PM,44.1,66.0,31.4,33.13\n", "truth": {"action": "restrict_edge", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "regional_cloud", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "a377d5964eb0483e240227bdd129d395bf206f99194b18a147fdfc57aaa1bfe6", "telemetry_sha256": "33699107b533f859730c1ff81c141c4d08427ba77ee477d74c1aba1738a850c5", "tokens_cl100k": {"telemetry": 1152, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-968", "edge_ue_thr_mbps": "cell-355"}, "decoy_cell": "cell-905", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0285", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Exposure API note: Establish a packet latency budget of 100 ms for Lumen Media immersive XR and cloud gaming on access nodes where cell-edge subscribers experience poorest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-23T12:45:53Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-214,hospital_zone,O1_PM,57.5,300.3,41.0,16.23\ncell-214,hospital_zone,E2_KPM,71.1,502.3,52.6,21.94\ncell-216,hospital_zone,E2_KPM,77.9,45.0,52.9,17.66\ncell-216,hospital_zone,O1_PM,46.1,204.8,38.5,30.86\ncell-227,south_cluster,O1_PM,19.5,506.4,26.1,24.49\ncell-227,south_cluster,E2_KPM,29.7,525.1,31.8,27.55\ncell-270,south_cluster,E2_KPM,31.4,617.7,25.8,15.13\ncell-270,south_cluster,O1_PM,56.7,491.9,44.0,19.00\ncell-346,hospital_zone,E2_KPM,53.8,518.0,39.7,12.27\ncell-346,hospital_zone,O1_PM,44.6,139.5,30.1,9.45\ncell-355,hospital_zone,O1_PM,22.8,308.4,27.0,34.97\ncell-355,hospital_zone,E2_KPM,86.4,84.6,58.3,33.50\ncell-423,hospital_zone,E2_KPM,67.0,606.5,40.4,24.00\ncell-423,hospital_zone,O1_PM,37.3,443.0,36.1,23.25\ncell-456,north_cluster,E2_KPM,69.7,540.8,47.1,10.23\ncell-456,north_cluster,O1_PM,50.8,581.9,41.3,22.22\ncell-482,stadium,O1_PM,68.6,255.8,48.4,17.72\ncell-482,stadium,E2_KPM,30.4,201.0,24.9,27.15\ncell-488,north_cluster,O1_PM,48.4,442.1,33.9,32.03\ncell-488,north_cluster,E2_KPM,66.6,566.0,44.6,29.00\ncell-718,stadium,E2_KPM,54.0,274.2,42.4,13.10\ncell-718,stadium,O1_PM,54.6,71.1,35.4,30.53\ncell-727,north_cluster,E2_KPM,57.7,510.6,36.9,12.49\ncell-727,north_cluster,O1_PM,35.9,337.1,30.8,24.01\ncell-732,north_cluster,E2_KPM,77.0,477.6,53.1,24.70\ncell-732,north_cluster,O1_PM,38.1,648.1,32.7,30.95\ncell-734,north_cluster,O1_PM,37.5,73.6,31.5,15.63\ncell-734,north_cluster,E2_KPM,67.3,58.3,40.7,1.27\ncell-822,hospital_zone,O1_PM,17.8,393.9,24.4,29.94\ncell-822,hospital_zone,E2_KPM,43.3,222.8,38.4,27.91\ncell-826,stadium,E2_KPM,63.7,579.6,38.3,34.18\ncell-826,stadium,O1_PM,45.4,314.7,40.4,20.79\ncell-834,south_cluster,O1_PM,46.9,431.4,38.5,19.30\ncell-834,south_cluster,E2_KPM,48.9,464.6,35.3,24.50\ncell-844,stadium,O1_PM,42.1,199.0,38.5,0.41\ncell-844,stadium,E2_KPM,42.7,540.7,32.4,14.20\ncell-851,stadium,E2_KPM,53.6,81.9,37.6,11.68\ncell-851,stadium,O1_PM,40.2,74.8,30.5,14.22\ncell-943,south_cluster,O1_PM,51.7,158.7,33.8,8.57\ncell-943,south_cluster,E2_KPM,16.6,403.9,25.9,29.72\ncell-996,south_cluster,O1_PM,19.7,137.8,17.5,12.20\ncell-996,south_cluster,E2_KPM,34.5,267.0,26.8,4.88\n", "truth": {"action": "set_latency_target", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "100", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b6c71da371d34bdde4e78cf78c804e76ea09ec3baee683da6c587921e886a3d9", "telemetry_sha256": "fbc6ceb73b234c117a3394eaa84129d0e5dc2ca16455da7e0977b6cbd39a7b4e", "tokens_cl100k": {"telemetry": 1154, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-355", "edge_ue_thr_mbps": "cell-734"}, "decoy_cell": "cell-844", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0286", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Assistant, cancel existing rules and restore default settings for bulk analytics data transfers in the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-10T13:03:28Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-147,hospital_zone,E2_KPM,60.2,111.0,46.4,24.84\ncell-147,hospital_zone,O1_PM,40.0,62.7,30.5,12.04\ncell-227,hospital_zone,O1_PM,63.7,487.8,47.2,19.48\ncell-227,hospital_zone,E2_KPM,38.6,496.4,33.6,19.05\ncell-254,stadium,E2_KPM,56.7,492.0,43.1,1.96\ncell-254,stadium,O1_PM,54.2,420.8,41.2,19.04\ncell-305,south_cluster,E2_KPM,19.5,286.8,17.7,9.00\ncell-305,south_cluster,O1_PM,18.7,347.8,16.3,33.36\ncell-454,stadium,E2_KPM,56.6,204.6,36.9,25.60\ncell-454,stadium,O1_PM,68.6,406.0,47.3,15.51\ncell-456,south_cluster,E2_KPM,50.6,166.9,32.2,23.70\ncell-456,south_cluster,O1_PM,39.0,316.2,32.9,15.88\ncell-485,north_cluster,E2_KPM,35.3,193.3,30.3,31.42\ncell-485,north_cluster,O1_PM,54.5,599.9,42.1,14.96\ncell-589,stadium,E2_KPM,18.4,76.4,16.0,25.74\ncell-589,stadium,O1_PM,22.5,591.9,19.0,23.31\ncell-681,hospital_zone,O1_PM,47.3,332.7,40.5,24.57\ncell-681,hospital_zone,E2_KPM,75.3,153.0,55.4,25.44\ncell-691,stadium,O1_PM,19.5,309.4,25.4,13.59\ncell-691,stadium,E2_KPM,69.8,295.8,44.3,16.82\ncell-725,north_cluster,E2_KPM,26.5,247.8,25.9,29.56\ncell-725,north_cluster,O1_PM,34.3,209.2,34.4,21.31\ncell-765,south_cluster,E2_KPM,89.9,357.2,62.6,23.27\ncell-765,south_cluster,O1_PM,31.0,325.6,32.4,8.36\ncell-779,stadium,E2_KPM,75.6,603.1,52.6,33.09\ncell-779,stadium,O1_PM,73.2,116.1,50.8,32.98\ncell-780,hospital_zone,O1_PM,35.4,228.7,28.7,12.52\ncell-780,hospital_zone,E2_KPM,67.3,545.8,48.1,26.42\ncell-865,hospital_zone,E2_KPM,57.8,290.2,44.8,19.14\ncell-865,hospital_zone,O1_PM,22.5,648.8,18.7,8.61\ncell-874,north_cluster,E2_KPM,80.1,304.5,52.2,29.55\ncell-874,north_cluster,O1_PM,62.7,282.2,40.8,5.15\ncell-887,north_cluster,E2_KPM,76.9,600.4,49.6,30.16\ncell-887,north_cluster,O1_PM,29.7,57.5,25.3,18.83\ncell-905,south_cluster,O1_PM,38.4,335.4,25.9,34.88\ncell-905,south_cluster,E2_KPM,31.8,352.2,29.0,12.99\ncell-944,north_cluster,E2_KPM,37.9,501.3,25.8,12.51\ncell-944,north_cluster,O1_PM,92.0,223.3,48.7,28.66\ncell-991,south_cluster,E2_KPM,80.6,130.9,49.2,22.82\ncell-991,south_cluster,O1_PM,39.4,261.0,33.7,34.10\ncell-996,hospital_zone,O1_PM,42.3,211.3,30.7,30.42\ncell-996,hospital_zone,E2_KPM,40.4,489.1,30.9,18.33\n", "truth": {"action": "revert_default", "class": "analytics_offload", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b4603cb38dc776fe2c60e4976aff8a0060186f6f1f581aa10ca3f4903669bcde", "telemetry_sha256": "9843b099967a3fb144da95eab7db349e52c3bb8e284bdbdfad801f763e90c11f", "tokens_cl100k": {"telemetry": 1154, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-765", "edge_ue_thr_mbps": "cell-254"}, "decoy_cell": "cell-944"}}
+{"case_id": "ranintent_v1_test_0287", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Hello team, Axis Robotics requests promoting our automated machine control loop traffic to high priority across the north cluster for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-17T09:46:00Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,north_cluster,O1_PM,49.8,461.8,42.7,13.16\ncell-103,north_cluster,E2_KPM,15.2,151.9,15.8,15.60\ncell-145,hospital_zone,O1_PM,54.2,596.0,36.0,32.00\ncell-145,hospital_zone,E2_KPM,70.9,549.4,43.0,31.20\ncell-153,stadium,E2_KPM,69.1,390.2,42.7,21.80\ncell-153,stadium,O1_PM,59.6,222.2,36.0,25.02\ncell-203,hospital_zone,O1_PM,23.9,291.6,24.7,22.67\ncell-203,hospital_zone,E2_KPM,76.7,338.5,56.0,7.37\ncell-266,north_cluster,O1_PM,61.7,423.5,41.3,27.95\ncell-266,north_cluster,E2_KPM,69.9,230.7,41.6,17.48\ncell-284,stadium,E2_KPM,81.9,151.0,47.7,25.42\ncell-284,stadium,O1_PM,72.9,596.5,46.8,21.09\ncell-302,south_cluster,O1_PM,73.6,423.5,42.9,29.03\ncell-302,south_cluster,E2_KPM,43.2,512.2,33.7,21.04\ncell-373,hospital_zone,O1_PM,61.6,102.8,42.9,5.05\ncell-373,hospital_zone,E2_KPM,51.4,440.7,38.4,30.71\ncell-406,south_cluster,O1_PM,20.7,597.3,19.7,9.83\ncell-406,south_cluster,E2_KPM,74.4,306.5,43.3,22.90\ncell-418,north_cluster,E2_KPM,65.5,115.5,46.1,26.29\ncell-418,north_cluster,O1_PM,60.8,270.4,42.3,21.44\ncell-485,hospital_zone,E2_KPM,67.2,428.8,47.3,1.77\ncell-485,hospital_zone,O1_PM,69.6,205.9,51.8,16.60\ncell-504,hospital_zone,E2_KPM,56.7,114.1,45.3,6.13\ncell-504,hospital_zone,O1_PM,79.7,640.8,49.4,8.71\ncell-512,south_cluster,O1_PM,61.3,453.2,48.6,21.87\ncell-512,south_cluster,E2_KPM,91.7,144.8,56.7,16.15\ncell-537,south_cluster,O1_PM,26.3,248.9,26.0,7.53\ncell-537,south_cluster,E2_KPM,25.0,639.8,25.2,20.54\ncell-577,stadium,O1_PM,29.7,287.1,25.7,12.31\ncell-577,stadium,E2_KPM,82.7,200.3,48.4,18.99\ncell-607,south_cluster,O1_PM,36.3,576.6,35.8,9.48\ncell-607,south_cluster,E2_KPM,52.8,157.0,35.7,26.12\ncell-707,north_cluster,O1_PM,19.7,174.1,17.2,5.38\ncell-707,north_cluster,E2_KPM,64.1,549.9,41.6,31.78\ncell-775,hospital_zone,E2_KPM,75.2,500.4,44.5,8.62\ncell-775,hospital_zone,O1_PM,69.9,250.4,46.9,29.32\ncell-798,stadium,O1_PM,94.1,494.6,30.5,26.84\ncell-798,stadium,E2_KPM,77.1,153.2,54.7,20.97\ncell-864,north_cluster,O1_PM,20.2,105.8,25.9,26.29\ncell-864,north_cluster,E2_KPM,24.6,70.1,18.6,7.56\ncell-874,stadium,O1_PM,22.1,294.3,25.3,12.24\ncell-874,stadium,E2_KPM,53.9,205.5,34.9,20.56\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "north_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "fe7acc0224063edfe565055f65571a7ac2d8f4be39cf1a0b561a165342c1ff69", "telemetry_sha256": "ae0a34b71caff06cb8a0d055a5a8699c9f2982141a537291e32ab98a48d38fae", "tokens_cl100k": {"telemetry": 1154, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-512", "edge_ue_thr_mbps": "cell-485"}, "decoy_cell": "cell-798"}}
+{"case_id": "ranintent_v1_test_0288", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Ticket opened by Lumen Media: Allocate a dedicated minimum of 70 percent radio resources for cloud gaming and XR interactive sessions on cells where edge subscribers endure lowest data rates until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-22T14:35:26Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-129,hospital_zone,E2_KPM,77.0,361.9,55.4,27.44\ncell-129,hospital_zone,O1_PM,30.3,279.2,28.6,16.53\ncell-144,north_cluster,O1_PM,82.6,288.0,54.1,32.40\ncell-144,north_cluster,E2_KPM,42.3,329.0,38.3,27.44\ncell-187,stadium,O1_PM,80.8,300.2,57.3,32.86\ncell-187,stadium,E2_KPM,47.4,285.1,39.2,31.63\ncell-202,hospital_zone,E2_KPM,49.7,522.7,38.8,24.56\ncell-202,hospital_zone,O1_PM,83.1,228.7,56.2,13.42\ncell-256,south_cluster,E2_KPM,37.1,62.7,34.7,21.30\ncell-256,south_cluster,O1_PM,44.2,288.5,34.8,34.04\ncell-288,north_cluster,E2_KPM,72.4,436.5,42.5,3.99\ncell-288,north_cluster,O1_PM,79.4,620.1,57.4,23.28\ncell-396,north_cluster,O1_PM,46.7,181.9,35.8,26.33\ncell-396,north_cluster,E2_KPM,29.6,501.1,21.7,34.76\ncell-426,north_cluster,O1_PM,28.5,326.4,30.8,5.95\ncell-426,north_cluster,E2_KPM,22.0,465.9,21.0,23.07\ncell-440,stadium,E2_KPM,47.9,76.1,40.5,34.46\ncell-440,stadium,O1_PM,66.2,643.0,50.2,31.27\ncell-472,hospital_zone,O1_PM,63.2,482.0,48.7,25.88\ncell-472,hospital_zone,E2_KPM,77.9,582.5,46.9,34.02\ncell-488,stadium,O1_PM,36.4,266.6,32.9,23.55\ncell-488,stadium,E2_KPM,83.6,168.5,50.9,26.58\ncell-508,south_cluster,O1_PM,41.0,69.9,38.2,16.11\ncell-508,south_cluster,E2_KPM,55.8,428.7,35.3,15.67\ncell-510,north_cluster,O1_PM,83.5,96.9,53.9,0.47\ncell-510,north_cluster,E2_KPM,39.8,303.9,34.6,28.40\ncell-515,stadium,O1_PM,74.1,630.2,44.8,33.21\ncell-515,stadium,E2_KPM,49.3,206.1,39.3,11.75\ncell-552,stadium,E2_KPM,76.2,461.3,55.5,32.39\ncell-552,stadium,O1_PM,21.7,338.8,19.5,29.53\ncell-611,stadium,O1_PM,50.7,625.5,35.7,11.30\ncell-611,stadium,E2_KPM,50.5,83.3,36.2,10.33\ncell-678,hospital_zone,O1_PM,27.1,83.8,23.3,18.97\ncell-678,hospital_zone,E2_KPM,70.7,48.8,43.3,33.72\ncell-706,hospital_zone,E2_KPM,71.4,212.7,46.4,0.72\ncell-706,hospital_zone,O1_PM,78.6,331.9,48.4,11.78\ncell-895,south_cluster,E2_KPM,29.1,505.8,23.2,32.06\ncell-895,south_cluster,O1_PM,44.1,552.8,34.9,33.20\ncell-944,south_cluster,O1_PM,45.7,254.6,31.2,6.92\ncell-944,south_cluster,E2_KPM,91.7,55.5,53.9,17.18\ncell-976,south_cluster,O1_PM,74.9,141.7,44.5,14.11\ncell-976,south_cluster,E2_KPM,18.8,475.9,15.9,31.72\n", "truth": {"action": "guarantee_share", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "70", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "faa526fd45f2c16b9d67db3bab522e80696531914e1938749b20654b86cf11c9", "telemetry_sha256": "0dd2f8c158bcbace8f49e47dcd2b071ce15c43e7b0968e26f35702f4847f3a03", "tokens_cl100k": {"telemetry": 1152, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-944", "edge_ue_thr_mbps": "cell-706"}, "decoy_cell": "cell-510", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0289", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety: cancel all existing overrides and restore tactical first responder voice services to baseline nominal handling in the northern sector.", "telemetry": "KPM telemetry snapshot at 2026-10-02T10:28:25Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,stadium,O1_PM,61.2,255.2,47.4,32.68\ncell-107,stadium,E2_KPM,91.4,409.1,57.4,14.61\ncell-114,hospital_zone,E2_KPM,74.8,212.0,47.4,21.43\ncell-114,hospital_zone,O1_PM,56.0,412.1,34.2,10.71\ncell-131,south_cluster,O1_PM,40.9,349.2,26.7,33.85\ncell-131,south_cluster,E2_KPM,36.4,515.6,33.7,22.02\ncell-141,stadium,E2_KPM,64.1,180.4,38.7,17.21\ncell-141,stadium,O1_PM,75.8,49.1,53.4,18.70\ncell-184,stadium,E2_KPM,48.5,179.3,41.8,20.52\ncell-184,stadium,O1_PM,75.9,354.9,48.5,7.15\ncell-201,hospital_zone,O1_PM,18.0,435.0,22.6,18.64\ncell-201,hospital_zone,E2_KPM,36.7,436.4,36.0,17.01\ncell-222,north_cluster,E2_KPM,31.8,84.7,24.9,7.30\ncell-222,north_cluster,O1_PM,25.7,294.5,21.5,24.21\ncell-265,stadium,O1_PM,46.5,441.9,35.8,13.26\ncell-265,stadium,E2_KPM,71.8,306.4,42.6,28.84\ncell-291,hospital_zone,E2_KPM,70.6,177.2,47.9,30.41\ncell-291,hospital_zone,O1_PM,26.0,121.1,27.2,33.94\ncell-312,south_cluster,O1_PM,70.6,154.9,50.8,18.35\ncell-312,south_cluster,E2_KPM,68.9,62.1,40.5,0.83\ncell-461,south_cluster,O1_PM,43.5,96.2,33.0,18.87\ncell-461,south_cluster,E2_KPM,54.4,50.8,36.6,26.63\ncell-479,south_cluster,E2_KPM,81.6,632.8,47.0,15.84\ncell-479,south_cluster,O1_PM,40.9,451.5,33.2,34.72\ncell-480,south_cluster,E2_KPM,65.5,119.3,41.2,34.89\ncell-480,south_cluster,O1_PM,76.4,520.7,48.1,5.55\ncell-529,north_cluster,O1_PM,22.6,442.5,25.2,33.65\ncell-529,north_cluster,E2_KPM,51.7,133.3,39.4,19.76\ncell-651,hospital_zone,O1_PM,42.7,604.9,27.7,22.82\ncell-651,hospital_zone,E2_KPM,61.2,181.7,45.9,13.75\ncell-699,hospital_zone,E2_KPM,17.9,296.9,24.2,24.06\ncell-699,hospital_zone,O1_PM,24.6,132.9,21.5,22.87\ncell-771,north_cluster,E2_KPM,40.9,470.3,34.0,12.35\ncell-771,north_cluster,O1_PM,20.3,513.0,21.9,30.45\ncell-811,north_cluster,O1_PM,43.6,611.5,39.1,20.95\ncell-811,north_cluster,E2_KPM,77.3,147.5,50.6,9.12\ncell-833,north_cluster,E2_KPM,34.8,395.4,24.4,8.75\ncell-833,north_cluster,O1_PM,42.0,176.2,35.7,24.28\ncell-964,south_cluster,O1_PM,23.8,303.5,29.9,33.72\ncell-964,south_cluster,E2_KPM,45.5,326.3,35.5,5.62\ncell-980,stadium,E2_KPM,43.5,505.0,35.4,34.26\ncell-980,stadium,O1_PM,72.3,619.1,43.5,31.88\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "66be284218c0bed9c354e52abb412b6707c3a13707fe894fb1eaab7abc755027", "telemetry_sha256": "fefe51bdf998e1886943638159eea05949ef5b82e152cf0ea5b52d74fc774aa6", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-107", "edge_ue_thr_mbps": "cell-312"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0290", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Civic Safety Agency requires the service provider to annul all preceding priority overrides and restore default service parameters for tactical first responder speech communications across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-16T08:15:42Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-167,south_cluster,O1_PM,46.4,418.7,35.5,16.88\ncell-167,south_cluster,E2_KPM,38.1,647.0,30.7,11.91\ncell-220,stadium,E2_KPM,31.8,103.2,22.6,20.21\ncell-220,stadium,O1_PM,69.2,640.0,48.1,22.78\ncell-230,north_cluster,E2_KPM,73.6,649.9,48.5,9.07\ncell-230,north_cluster,O1_PM,54.1,364.8,42.0,32.60\ncell-253,hospital_zone,O1_PM,26.4,47.0,28.1,12.66\ncell-253,hospital_zone,E2_KPM,68.4,515.1,44.6,10.38\ncell-285,hospital_zone,O1_PM,33.9,178.4,26.5,29.24\ncell-285,hospital_zone,E2_KPM,46.7,163.5,35.8,1.21\ncell-310,stadium,E2_KPM,94.9,305.2,63.2,15.83\ncell-310,stadium,O1_PM,26.3,158.2,21.9,29.77\ncell-397,north_cluster,O1_PM,41.7,40.6,27.0,15.27\ncell-397,north_cluster,E2_KPM,82.6,206.6,58.6,9.15\ncell-415,south_cluster,E2_KPM,59.2,520.1,39.6,9.07\ncell-415,south_cluster,O1_PM,79.3,586.7,47.6,31.09\ncell-453,north_cluster,O1_PM,86.5,109.7,56.5,18.21\ncell-453,north_cluster,E2_KPM,28.0,176.7,26.9,7.56\ncell-462,stadium,E2_KPM,29.9,448.0,30.3,10.24\ncell-462,stadium,O1_PM,33.0,560.9,29.3,27.04\ncell-472,south_cluster,E2_KPM,75.2,418.8,44.4,30.11\ncell-472,south_cluster,O1_PM,51.0,464.2,41.8,17.46\ncell-474,south_cluster,E2_KPM,66.2,425.2,45.9,34.89\ncell-474,south_cluster,O1_PM,25.5,266.4,20.5,5.02\ncell-512,hospital_zone,E2_KPM,39.9,136.1,37.2,24.77\ncell-512,hospital_zone,O1_PM,49.9,415.7,42.9,31.67\ncell-559,north_cluster,O1_PM,49.5,187.3,39.1,9.76\ncell-559,north_cluster,E2_KPM,55.4,189.2,45.6,24.07\ncell-569,hospital_zone,O1_PM,97.8,82.1,50.5,20.12\ncell-569,hospital_zone,E2_KPM,26.9,295.4,25.4,5.60\ncell-624,north_cluster,O1_PM,83.9,400.3,50.6,15.93\ncell-624,north_cluster,E2_KPM,78.7,155.3,50.5,26.92\ncell-634,south_cluster,O1_PM,59.0,60.1,38.5,33.39\ncell-634,south_cluster,E2_KPM,84.7,524.5,50.9,9.64\ncell-654,stadium,E2_KPM,21.9,262.2,17.0,30.09\ncell-654,stadium,O1_PM,23.7,405.2,22.5,6.51\ncell-732,stadium,E2_KPM,39.9,163.6,34.3,27.37\ncell-732,stadium,O1_PM,79.6,189.4,46.9,30.72\ncell-752,south_cluster,E2_KPM,68.2,318.8,43.7,28.29\ncell-752,south_cluster,O1_PM,40.6,387.6,33.2,23.77\ncell-850,hospital_zone,E2_KPM,34.0,296.9,25.0,11.89\ncell-850,hospital_zone,O1_PM,35.8,501.3,23.9,27.33\n", "truth": {"action": "revert_default", "class": "mission_voice", "scope": "north_cluster", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "bf12cb1bd978bb931bb77edf4681c1caaf9235bb837fef29c1f46590f399db58", "telemetry_sha256": "903ecb3fd1f98c37d9918837553d73f37b015c9e701ff514344020304d80d9ce", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-310", "edge_ue_thr_mbps": "cell-285"}, "decoy_cell": "cell-569"}}
+{"case_id": "ranintent_v1_test_0291", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API note: Reduce sensor and meter reporting telemetry down to normal priority in the south cluster for the remainder of the active incident.", "telemetry": "KPM telemetry snapshot at 2026-10-25T11:15:19Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,north_cluster,E2_KPM,50.4,222.2,40.7,19.97\ncell-117,north_cluster,O1_PM,59.4,189.9,36.7,34.47\ncell-126,hospital_zone,E2_KPM,29.5,342.6,25.6,27.11\ncell-126,hospital_zone,O1_PM,21.8,498.2,25.7,7.75\ncell-141,south_cluster,O1_PM,63.1,128.1,48.9,9.26\ncell-141,south_cluster,E2_KPM,34.4,332.1,26.7,10.61\ncell-151,north_cluster,E2_KPM,56.0,422.7,44.9,22.10\ncell-151,north_cluster,O1_PM,63.5,468.6,43.2,31.35\ncell-153,stadium,E2_KPM,61.0,588.2,41.2,8.30\ncell-153,stadium,O1_PM,63.2,470.2,44.8,31.67\ncell-169,hospital_zone,O1_PM,77.0,201.5,50.7,24.50\ncell-169,hospital_zone,E2_KPM,45.9,203.6,36.8,28.35\ncell-259,south_cluster,E2_KPM,92.2,114.3,57.2,20.34\ncell-259,south_cluster,O1_PM,40.3,127.0,27.4,9.69\ncell-326,hospital_zone,O1_PM,18.9,626.0,15.8,15.71\ncell-326,hospital_zone,E2_KPM,66.9,603.8,40.9,33.71\ncell-415,south_cluster,E2_KPM,68.5,42.0,41.0,18.10\ncell-415,south_cluster,O1_PM,68.2,381.8,46.2,26.84\ncell-434,north_cluster,O1_PM,60.2,627.3,47.5,17.62\ncell-434,north_cluster,E2_KPM,50.3,262.3,31.3,24.96\ncell-493,north_cluster,E2_KPM,30.4,443.1,32.7,31.79\ncell-493,north_cluster,O1_PM,43.5,530.6,27.9,27.97\ncell-539,hospital_zone,O1_PM,80.0,65.7,47.0,15.84\ncell-539,hospital_zone,E2_KPM,82.4,538.5,59.1,12.49\ncell-550,stadium,O1_PM,63.7,176.3,46.2,11.98\ncell-550,stadium,E2_KPM,28.7,516.4,29.7,27.62\ncell-649,south_cluster,O1_PM,67.5,221.8,48.6,17.11\ncell-649,south_cluster,E2_KPM,50.7,195.8,42.3,32.97\ncell-672,north_cluster,E2_KPM,27.5,275.6,25.4,28.03\ncell-672,north_cluster,O1_PM,38.2,93.3,34.3,16.41\ncell-698,hospital_zone,O1_PM,52.5,179.6,42.3,18.00\ncell-698,hospital_zone,E2_KPM,43.6,303.7,38.6,33.68\ncell-779,stadium,O1_PM,35.3,429.4,25.9,20.56\ncell-779,stadium,E2_KPM,69.7,454.4,43.3,30.42\ncell-822,hospital_zone,O1_PM,34.0,506.2,33.6,26.07\ncell-822,hospital_zone,E2_KPM,81.2,60.7,57.2,12.59\ncell-916,stadium,O1_PM,17.5,75.0,25.0,9.70\ncell-916,stadium,E2_KPM,39.4,624.3,32.1,17.42\ncell-967,stadium,E2_KPM,36.7,510.1,29.9,0.83\ncell-967,stadium,O1_PM,49.6,457.5,38.8,33.68\ncell-995,south_cluster,O1_PM,64.2,138.9,47.6,25.75\ncell-995,south_cluster,E2_KPM,61.8,494.0,43.5,19.09\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "south_cluster", "target_cluster": "none", "priority": "normal", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3ef134808d058ea2a47ceb9165a4fad90d6a0e7ecc57a5408aaf5e17fc579a9b", "telemetry_sha256": "aca7e6a8a61f9d85c3563ce4d3fcf342998abcbbb1e3cf9b33f4e11cb5f0fd15", "tokens_cl100k": {"telemetry": 1154, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-259", "edge_ue_thr_mbps": "cell-967"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0292", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "axis_robotics", "kind": "tenant", "display_name": "Axis Robotics", "owned_classes": ["factory_control", "iot_metering"], "may_set_critical": false}, "text": "Assistant, decrease the scheduling rank of our automated machine control traffic to low priority in the north cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-25T21:52:52Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,hospital_zone,O1_PM,21.1,49.9,23.4,27.81\ncell-110,hospital_zone,E2_KPM,67.9,288.3,43.2,15.10\ncell-123,south_cluster,E2_KPM,25.4,237.5,24.5,31.83\ncell-123,south_cluster,O1_PM,41.0,58.9,34.9,16.78\ncell-153,hospital_zone,O1_PM,71.4,221.8,46.3,29.22\ncell-153,hospital_zone,E2_KPM,41.2,551.0,29.9,33.76\ncell-261,stadium,E2_KPM,37.0,500.8,25.3,7.92\ncell-261,stadium,O1_PM,63.1,599.6,39.2,27.28\ncell-336,south_cluster,E2_KPM,74.3,66.0,51.1,22.89\ncell-336,south_cluster,O1_PM,48.7,497.7,30.4,24.36\ncell-379,hospital_zone,E2_KPM,31.3,642.6,29.2,23.50\ncell-379,hospital_zone,O1_PM,62.3,606.2,46.9,23.36\ncell-451,stadium,O1_PM,91.3,151.6,29.1,7.56\ncell-451,stadium,E2_KPM,67.4,47.0,51.2,31.47\ncell-471,north_cluster,O1_PM,32.2,199.4,32.3,32.36\ncell-471,north_cluster,E2_KPM,63.7,305.9,48.6,19.73\ncell-528,north_cluster,E2_KPM,88.6,559.4,61.6,32.13\ncell-528,north_cluster,O1_PM,61.5,545.0,46.5,23.35\ncell-587,stadium,O1_PM,43.7,82.3,38.1,20.67\ncell-587,stadium,E2_KPM,25.7,577.7,19.2,30.36\ncell-605,south_cluster,O1_PM,46.4,316.5,30.6,17.94\ncell-605,south_cluster,E2_KPM,36.1,532.4,30.8,4.88\ncell-668,north_cluster,O1_PM,28.6,346.8,20.8,34.09\ncell-668,north_cluster,E2_KPM,41.3,199.3,35.9,3.96\ncell-680,stadium,O1_PM,39.9,625.2,35.0,32.77\ncell-680,stadium,E2_KPM,28.9,417.9,23.3,11.72\ncell-690,south_cluster,O1_PM,17.0,579.3,21.2,18.08\ncell-690,south_cluster,E2_KPM,78.4,452.1,45.4,34.18\ncell-713,hospital_zone,E2_KPM,76.2,551.9,45.0,0.92\ncell-713,hospital_zone,O1_PM,71.7,383.3,51.1,20.56\ncell-719,north_cluster,E2_KPM,20.9,619.3,23.7,9.53\ncell-719,north_cluster,O1_PM,47.3,464.0,32.1,21.19\ncell-736,stadium,E2_KPM,63.7,269.2,49.1,7.62\ncell-736,stadium,O1_PM,42.1,475.0,34.8,15.50\ncell-823,north_cluster,O1_PM,18.5,634.5,21.5,14.53\ncell-823,north_cluster,E2_KPM,16.5,488.0,21.1,25.26\ncell-869,north_cluster,O1_PM,76.4,375.2,47.6,24.82\ncell-869,north_cluster,E2_KPM,35.2,401.7,31.0,16.12\ncell-876,south_cluster,O1_PM,46.9,301.9,37.6,8.30\ncell-876,south_cluster,E2_KPM,28.7,353.6,23.6,29.73\ncell-970,hospital_zone,O1_PM,45.9,360.4,36.7,12.12\ncell-970,hospital_zone,E2_KPM,56.4,588.1,40.3,16.17\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "north_cluster", "target_cluster": "none", "priority": "low", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "c4fc77933c96b064318c69d62f4c3204f4b8fd58083818cc0b711da6a53a1472", "telemetry_sha256": "ff5bd88df3b4cc056d816a6e86d5d1277ed37fa36a996237d6b247b0f88710a3", "tokens_cl100k": {"telemetry": 1154, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-528", "edge_ue_thr_mbps": "cell-713"}, "decoy_cell": "cell-451"}}
+{"case_id": "ranintent_v1_test_0293", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Hello Operations, Lumen Media requests that interactive gaming and XR computations be permitted to offload out to the metro edge center on access points where edge user throughput is lowest until the ongoing event wraps up.", "telemetry": "KPM telemetry snapshot at 2026-10-26T12:21:11Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,hospital_zone,O1_PM,16.2,330.7,23.7,10.80\ncell-140,hospital_zone,E2_KPM,50.0,86.3,33.4,33.23\ncell-156,stadium,E2_KPM,74.3,379.6,54.5,34.10\ncell-156,stadium,O1_PM,75.3,637.4,54.8,31.59\ncell-169,north_cluster,O1_PM,52.3,243.5,42.1,7.17\ncell-169,north_cluster,E2_KPM,31.4,274.5,27.0,29.20\ncell-339,stadium,E2_KPM,38.0,519.4,29.1,33.51\ncell-339,stadium,O1_PM,55.9,245.6,45.8,26.80\ncell-349,hospital_zone,O1_PM,46.9,48.1,36.4,29.90\ncell-349,hospital_zone,E2_KPM,65.6,547.0,40.7,32.12\ncell-385,hospital_zone,E2_KPM,58.9,95.4,45.6,1.24\ncell-385,hospital_zone,O1_PM,18.1,372.3,17.1,17.77\ncell-390,south_cluster,O1_PM,71.9,184.7,51.1,32.61\ncell-390,south_cluster,E2_KPM,55.1,130.7,38.8,32.19\ncell-402,north_cluster,E2_KPM,68.8,296.8,48.9,33.69\ncell-402,north_cluster,O1_PM,23.4,242.1,19.6,5.40\ncell-535,stadium,E2_KPM,58.9,609.8,38.9,7.59\ncell-535,stadium,O1_PM,57.2,641.0,39.0,24.60\ncell-536,stadium,O1_PM,55.2,354.1,38.1,24.93\ncell-536,stadium,E2_KPM,47.8,361.8,33.0,13.59\ncell-544,hospital_zone,E2_KPM,59.8,648.5,46.1,14.06\ncell-544,hospital_zone,O1_PM,15.8,601.9,22.9,16.83\ncell-554,north_cluster,O1_PM,38.1,208.0,36.3,15.06\ncell-554,north_cluster,E2_KPM,28.5,381.4,21.9,34.76\ncell-616,north_cluster,O1_PM,51.9,437.2,32.9,11.65\ncell-616,north_cluster,E2_KPM,64.3,444.5,40.2,15.22\ncell-664,south_cluster,O1_PM,40.5,456.6,36.7,14.53\ncell-664,south_cluster,E2_KPM,88.4,132.4,61.5,34.09\ncell-671,south_cluster,O1_PM,54.9,108.1,36.0,14.15\ncell-671,south_cluster,E2_KPM,47.3,98.8,37.6,5.57\ncell-721,stadium,O1_PM,26.4,252.8,22.7,32.09\ncell-721,stadium,E2_KPM,16.3,516.7,22.2,12.29\ncell-723,stadium,O1_PM,50.4,52.9,35.1,11.75\ncell-723,stadium,E2_KPM,79.1,305.0,49.0,20.46\ncell-782,hospital_zone,O1_PM,25.4,560.8,24.9,10.85\ncell-782,hospital_zone,E2_KPM,39.3,588.4,37.6,13.57\ncell-846,north_cluster,O1_PM,22.3,527.9,25.3,7.40\ncell-846,north_cluster,E2_KPM,73.2,425.0,50.3,7.09\ncell-905,south_cluster,O1_PM,21.2,578.2,23.7,20.44\ncell-905,south_cluster,E2_KPM,43.9,383.5,35.9,14.95\ncell-980,south_cluster,E2_KPM,58.6,100.0,40.0,20.21\ncell-980,south_cluster,O1_PM,66.8,282.1,43.9,4.74\n", "truth": {"action": "relax_edge", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "latency_target": "unspecified", "duration": "event_end"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "1b85134a59cff56d77b1f2f1c50b62467fcdd3e406b87aa8e2f39494e252318a", "telemetry_sha256": "065ce4331293d7bfc52169c2ead1e738108036381fef70ca32ec5a703f2993e4", "tokens_cl100k": {"telemetry": 1152, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-664", "edge_ue_thr_mbps": "cell-385"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0294", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "Trouble Ticket: Configure a maximum packet latency bound of 50 ms for sensor and meter reporting data on heavily saturated cells for a sixty-minute interval.", "telemetry": "KPM telemetry snapshot at 2026-10-22T15:00:56Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,stadium,O1_PM,44.1,357.3,33.8,10.75\ncell-140,stadium,E2_KPM,45.7,335.4,37.1,28.81\ncell-158,hospital_zone,E2_KPM,18.7,86.1,21.9,12.67\ncell-158,hospital_zone,O1_PM,28.0,566.6,24.2,11.59\ncell-287,hospital_zone,O1_PM,15.8,596.9,17.6,19.31\ncell-287,hospital_zone,E2_KPM,88.4,62.6,56.5,31.29\ncell-356,stadium,E2_KPM,16.6,639.4,25.1,7.89\ncell-356,stadium,O1_PM,39.8,209.7,32.4,9.88\ncell-394,north_cluster,O1_PM,17.3,89.0,15.3,10.64\ncell-394,north_cluster,E2_KPM,73.2,400.2,48.1,28.09\ncell-416,north_cluster,E2_KPM,34.4,199.8,25.7,24.77\ncell-416,north_cluster,O1_PM,72.6,522.8,42.5,14.53\ncell-443,stadium,E2_KPM,64.6,553.2,50.0,15.85\ncell-443,stadium,O1_PM,90.7,604.3,24.2,13.89\ncell-501,hospital_zone,E2_KPM,46.3,294.6,33.1,13.47\ncell-501,hospital_zone,O1_PM,53.2,333.1,36.7,30.55\ncell-638,hospital_zone,O1_PM,28.1,529.0,29.2,31.03\ncell-638,hospital_zone,E2_KPM,68.0,227.9,46.2,22.93\ncell-668,north_cluster,E2_KPM,41.1,509.4,36.3,10.74\ncell-668,north_cluster,O1_PM,31.4,387.1,29.3,12.52\ncell-673,stadium,E2_KPM,32.2,463.5,27.7,7.75\ncell-673,stadium,O1_PM,64.3,371.3,47.1,30.74\ncell-706,hospital_zone,E2_KPM,45.2,307.4,39.3,29.54\ncell-706,hospital_zone,O1_PM,70.1,542.5,46.3,21.92\ncell-735,north_cluster,E2_KPM,57.0,96.8,45.8,15.74\ncell-735,north_cluster,O1_PM,61.6,526.5,42.3,22.35\ncell-746,south_cluster,O1_PM,53.5,198.5,33.5,12.86\ncell-746,south_cluster,E2_KPM,32.3,427.3,34.1,21.08\ncell-774,south_cluster,E2_KPM,42.2,597.0,35.8,17.87\ncell-774,south_cluster,O1_PM,17.6,298.3,17.9,13.11\ncell-779,hospital_zone,O1_PM,63.5,383.2,48.5,24.59\ncell-779,hospital_zone,E2_KPM,21.3,429.0,22.1,4.76\ncell-788,south_cluster,E2_KPM,23.6,600.6,25.4,29.34\ncell-788,south_cluster,O1_PM,20.3,493.2,22.3,22.70\ncell-900,south_cluster,O1_PM,51.1,414.2,31.6,15.95\ncell-900,south_cluster,E2_KPM,15.4,348.5,17.3,17.11\ncell-935,north_cluster,O1_PM,42.5,121.2,29.2,5.54\ncell-935,north_cluster,E2_KPM,41.3,212.8,38.5,30.30\ncell-937,stadium,E2_KPM,69.1,590.2,47.8,10.91\ncell-937,stadium,O1_PM,33.8,395.4,27.7,21.39\ncell-961,south_cluster,E2_KPM,30.8,630.9,31.4,0.40\ncell-961,south_cluster,O1_PM,58.3,641.8,45.9,24.42\n", "truth": {"action": "set_latency_target", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "50", "duration": "1h"}, "meta": {"wording_family": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "95357e79d1a68fd109a86d8287fe91e4eb6d45bd4ce6c2c5c2eea2e66bbc3588", "telemetry_sha256": "346bc43c92b56e7198fa6d324e320aaad7d05576e8d6f01c6f5f8e30506b439e", "tokens_cl100k": {"telemetry": 1154, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-287", "edge_ue_thr_mbps": "cell-961"}, "decoy_cell": "cell-443", "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0295", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "NOC channel: please promote consumer video streaming flows to critical highest queue priority on cells where edge clients observe poorest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-03T16:44:54Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,north_cluster,E2_KPM,65.8,286.8,48.7,4.38\ncell-125,north_cluster,O1_PM,65.6,629.9,46.9,17.09\ncell-134,north_cluster,O1_PM,17.1,227.7,23.2,10.69\ncell-134,north_cluster,E2_KPM,43.4,146.1,32.5,7.37\ncell-234,hospital_zone,O1_PM,21.5,496.7,23.1,30.62\ncell-234,hospital_zone,E2_KPM,19.2,141.2,26.7,30.77\ncell-240,hospital_zone,E2_KPM,77.0,524.6,45.0,16.35\ncell-240,hospital_zone,O1_PM,72.7,149.3,52.1,19.71\ncell-264,stadium,O1_PM,79.1,191.5,52.6,8.85\ncell-264,stadium,E2_KPM,23.9,231.5,23.9,34.88\ncell-270,hospital_zone,O1_PM,27.7,219.2,31.1,10.06\ncell-270,hospital_zone,E2_KPM,82.4,44.5,56.3,8.39\ncell-276,south_cluster,E2_KPM,23.3,205.6,19.3,16.99\ncell-276,south_cluster,O1_PM,71.9,435.7,50.9,21.60\ncell-300,south_cluster,E2_KPM,45.7,482.0,32.3,7.36\ncell-300,south_cluster,O1_PM,84.3,40.3,50.9,32.83\ncell-389,north_cluster,E2_KPM,52.0,557.4,33.9,30.09\ncell-389,north_cluster,O1_PM,30.0,396.9,25.0,4.01\ncell-391,stadium,O1_PM,48.3,618.3,30.4,34.92\ncell-391,stadium,E2_KPM,81.8,101.0,49.2,5.58\ncell-405,hospital_zone,E2_KPM,27.5,72.3,20.7,8.45\ncell-405,hospital_zone,O1_PM,28.4,383.0,28.9,25.60\ncell-449,south_cluster,E2_KPM,77.7,535.5,48.2,29.85\ncell-449,south_cluster,O1_PM,15.9,177.8,14.0,31.91\ncell-503,north_cluster,E2_KPM,29.1,447.9,25.3,10.45\ncell-503,north_cluster,O1_PM,68.0,104.7,42.2,0.16\ncell-525,stadium,O1_PM,36.5,309.9,33.0,10.43\ncell-525,stadium,E2_KPM,45.9,596.2,39.4,28.17\ncell-558,stadium,E2_KPM,43.1,236.1,33.8,27.34\ncell-558,stadium,O1_PM,76.7,485.9,51.1,27.75\ncell-581,hospital_zone,E2_KPM,33.9,610.2,31.1,14.20\ncell-581,hospital_zone,O1_PM,64.6,570.6,41.2,6.70\ncell-602,south_cluster,E2_KPM,38.7,97.5,33.3,12.33\ncell-602,south_cluster,O1_PM,63.1,307.4,42.0,28.37\ncell-630,south_cluster,O1_PM,68.4,405.2,45.2,21.84\ncell-630,south_cluster,E2_KPM,26.9,313.2,28.9,0.63\ncell-723,north_cluster,E2_KPM,39.2,588.7,31.5,11.57\ncell-723,north_cluster,O1_PM,39.1,533.5,33.7,7.35\ncell-897,south_cluster,E2_KPM,51.1,130.8,31.7,7.94\ncell-897,south_cluster,O1_PM,33.8,419.1,34.6,6.97\ncell-959,stadium,E2_KPM,92.5,248.2,57.5,22.25\ncell-959,stadium,O1_PM,55.1,293.9,40.1,32.13\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "NOC chat message", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "22fb2a3a4bd2d6e1bd1cc13f66c7dccefb450a289bbbfde4067db13bfc31a2ba", "telemetry_sha256": "e2303d4abca4c168ab424034cb2acd24d9e0a6a571e0b8945ad0bd86c6fd2aa8", "tokens_cl100k": {"telemetry": 1154, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-959", "edge_ue_thr_mbps": "cell-630"}, "decoy_cell": "cell-503", "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0296", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Under this agreement, the network provider covenants to grant high priority scheduling dispatch to Lumen Media interactive XR and cloud gaming streams throughout the south cluster until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-28T11:11:30Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,stadium,E2_KPM,77.4,148.5,53.2,6.15\ncell-120,stadium,O1_PM,66.9,580.0,45.0,13.16\ncell-164,hospital_zone,E2_KPM,48.4,589.2,40.7,4.11\ncell-164,hospital_zone,O1_PM,33.9,51.2,27.4,4.37\ncell-171,north_cluster,E2_KPM,70.2,346.2,47.1,29.95\ncell-171,north_cluster,O1_PM,49.0,311.2,37.3,9.35\ncell-198,stadium,E2_KPM,58.2,559.9,36.0,10.73\ncell-198,stadium,O1_PM,61.4,432.4,45.2,12.43\ncell-208,hospital_zone,O1_PM,65.4,229.4,38.8,15.78\ncell-208,hospital_zone,E2_KPM,63.2,420.5,43.0,12.12\ncell-250,stadium,E2_KPM,71.6,180.6,51.0,27.66\ncell-250,stadium,O1_PM,74.5,359.8,47.3,34.84\ncell-256,hospital_zone,E2_KPM,63.2,378.8,37.7,14.32\ncell-256,hospital_zone,O1_PM,68.9,558.3,50.6,6.92\ncell-382,south_cluster,O1_PM,25.5,264.5,22.2,6.03\ncell-382,south_cluster,E2_KPM,67.9,100.8,48.1,32.43\ncell-412,north_cluster,E2_KPM,47.7,82.2,38.2,5.58\ncell-412,north_cluster,O1_PM,27.0,269.6,31.4,25.18\ncell-417,north_cluster,E2_KPM,86.2,191.5,52.8,10.89\ncell-417,north_cluster,O1_PM,56.4,447.8,34.8,33.47\ncell-418,north_cluster,O1_PM,32.2,514.1,24.5,10.18\ncell-418,north_cluster,E2_KPM,21.4,426.4,25.2,34.18\ncell-426,hospital_zone,O1_PM,66.3,47.3,46.5,21.36\ncell-426,hospital_zone,E2_KPM,69.9,459.9,41.7,11.03\ncell-476,hospital_zone,E2_KPM,73.2,325.1,47.4,23.28\ncell-476,hospital_zone,O1_PM,74.3,74.0,46.9,30.52\ncell-532,north_cluster,O1_PM,55.7,497.5,35.7,7.65\ncell-532,north_cluster,E2_KPM,31.6,649.9,23.3,16.76\ncell-543,south_cluster,E2_KPM,46.7,130.3,30.3,16.17\ncell-543,south_cluster,O1_PM,48.3,615.5,33.0,10.28\ncell-574,south_cluster,O1_PM,64.0,160.9,44.8,27.01\ncell-574,south_cluster,E2_KPM,56.6,201.9,45.3,30.41\ncell-663,stadium,O1_PM,18.1,501.9,25.0,25.11\ncell-663,stadium,E2_KPM,37.8,253.9,32.5,34.69\ncell-746,stadium,O1_PM,67.2,467.2,47.0,16.06\ncell-746,stadium,E2_KPM,55.4,606.8,38.2,30.03\ncell-784,south_cluster,E2_KPM,70.8,115.4,43.2,8.99\ncell-784,south_cluster,O1_PM,61.2,313.2,43.3,10.89\ncell-820,hospital_zone,E2_KPM,22.8,141.2,19.0,1.02\ncell-820,hospital_zone,O1_PM,87.7,123.8,22.2,20.64\ncell-885,south_cluster,E2_KPM,24.2,267.2,18.9,29.24\ncell-885,south_cluster,O1_PM,62.2,576.1,43.6,29.58\n", "truth": {"action": "prioritise", "class": "xr_gaming", "scope": "south_cluster", "target_cluster": "none", "priority": "high", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "formal SLA clause", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "34a28ff955279baead43c72c40520ced7e20eaf58bbb2e1f6b7473cb1c0c79af", "telemetry_sha256": "cf170f80741274bd38da0e200dd8de678f517038f80b35bd42ee6e3468bc88f4", "tokens_cl100k": {"telemetry": 1154, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-417", "edge_ue_thr_mbps": "cell-820"}, "decoy_cell": "cell-820"}}
+{"case_id": "ranintent_v1_test_0297", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "named_scope", "issuer": {"id": "operator", "kind": "operator", "display_name": "the network operator's operations team", "owned_classes": ["emergency_video", "mission_voice", "factory_control", "xr_gaming", "video_streaming", "iot_metering", "analytics_offload", "best_effort"], "may_set_critical": true}, "text": "API request note: Cancel ongoing QoS overrides and restore emergency response body camera and ambulance video streams to standard default handling across the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-16T14:10:45Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,south_cluster,O1_PM,23.6,74.7,28.0,26.56\ncell-117,south_cluster,E2_KPM,80.6,64.0,50.5,1.17\ncell-165,north_cluster,O1_PM,72.8,556.8,47.8,7.55\ncell-165,north_cluster,E2_KPM,38.1,187.3,29.0,28.67\ncell-298,south_cluster,O1_PM,22.3,108.6,19.9,20.46\ncell-298,south_cluster,E2_KPM,64.0,408.7,39.2,8.38\ncell-316,south_cluster,O1_PM,91.5,596.8,27.2,31.21\ncell-316,south_cluster,E2_KPM,47.8,336.5,34.3,30.22\ncell-344,north_cluster,O1_PM,41.5,383.4,35.4,14.62\ncell-344,north_cluster,E2_KPM,32.8,620.5,25.5,24.23\ncell-408,hospital_zone,O1_PM,44.3,337.8,35.8,31.12\ncell-408,hospital_zone,E2_KPM,89.0,109.6,58.4,29.84\ncell-409,hospital_zone,O1_PM,77.6,456.9,50.3,18.95\ncell-409,hospital_zone,E2_KPM,59.9,612.2,46.4,9.05\ncell-423,stadium,O1_PM,80.9,246.3,54.0,8.20\ncell-423,stadium,E2_KPM,61.5,634.8,40.7,15.07\ncell-453,hospital_zone,E2_KPM,70.6,178.8,46.6,15.55\ncell-453,hospital_zone,O1_PM,59.9,412.0,39.2,25.88\ncell-505,stadium,O1_PM,47.8,226.7,36.1,11.80\ncell-505,stadium,E2_KPM,66.8,333.9,46.8,32.79\ncell-536,hospital_zone,O1_PM,79.8,275.7,55.1,21.73\ncell-536,hospital_zone,E2_KPM,26.0,537.5,19.2,30.66\ncell-588,north_cluster,E2_KPM,50.0,529.0,42.3,17.36\ncell-588,north_cluster,O1_PM,36.1,334.0,30.3,23.23\ncell-621,hospital_zone,E2_KPM,39.5,318.2,28.9,8.33\ncell-621,hospital_zone,O1_PM,79.6,41.3,55.6,8.42\ncell-668,stadium,O1_PM,16.6,183.6,22.1,15.53\ncell-668,stadium,E2_KPM,43.8,538.9,37.0,5.96\ncell-741,stadium,O1_PM,20.5,367.5,19.9,23.83\ncell-741,stadium,E2_KPM,48.6,333.5,31.2,16.50\ncell-774,north_cluster,O1_PM,39.2,432.9,36.3,23.50\ncell-774,north_cluster,E2_KPM,71.0,224.5,51.6,22.68\ncell-796,south_cluster,O1_PM,73.2,78.0,43.9,9.07\ncell-796,south_cluster,E2_KPM,55.9,429.4,43.4,30.72\ncell-798,stadium,O1_PM,70.6,248.9,50.4,29.11\ncell-798,stadium,E2_KPM,60.6,74.8,42.1,30.27\ncell-819,north_cluster,O1_PM,56.1,406.4,40.7,23.03\ncell-819,north_cluster,E2_KPM,34.9,526.1,34.0,5.14\ncell-854,south_cluster,O1_PM,58.5,76.0,45.3,12.07\ncell-854,south_cluster,E2_KPM,51.1,343.3,36.9,16.93\ncell-937,north_cluster,E2_KPM,42.8,592.1,38.1,9.45\ncell-937,north_cluster,O1_PM,22.5,626.7,24.9,8.07\n", "truth": {"action": "revert_default", "class": "emergency_video", "scope": "hospital_zone", "target_cluster": "none", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "unspecified"}, "meta": {"wording_family": "exposure API request note", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "da454707c7a406c0210b6cb6bbc9ef13fb20e245145ea2b57837bbab71783adc", "telemetry_sha256": "ad0b4404ab887c6acbbdcb398d0d856f04095f60decf6f027b7a6fabc7cfcc44", "tokens_cl100k": {"telemetry": 1154, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-408", "edge_ue_thr_mbps": "cell-117"}, "decoy_cell": "cell-316"}}
+{"case_id": "ranintent_v1_test_0298", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "civic_safety", "kind": "tenant", "display_name": "Civic Safety Agency", "owned_classes": ["emergency_video", "mission_voice"], "may_set_critical": true}, "text": "Assistant, let first responder voice speech processing relocate to arbitrary edge hosts or remote cloud facilities across base stations where edge users have worst throughput for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-06T16:35:08Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,north_cluster,E2_KPM,17.1,450.8,19.6,1.27\ncell-112,north_cluster,O1_PM,62.8,389.2,40.2,28.36\ncell-162,north_cluster,E2_KPM,41.4,244.5,32.0,6.34\ncell-162,north_cluster,O1_PM,27.8,233.0,31.6,22.84\ncell-163,stadium,E2_KPM,65.1,573.1,44.4,31.68\ncell-163,stadium,O1_PM,59.2,583.0,39.4,5.60\ncell-204,south_cluster,E2_KPM,87.5,394.7,53.7,30.63\ncell-204,south_cluster,O1_PM,58.7,572.1,43.8,0.26\ncell-228,north_cluster,E2_KPM,20.5,117.3,18.5,11.62\ncell-228,north_cluster,O1_PM,69.0,63.0,43.6,16.48\ncell-267,north_cluster,O1_PM,41.4,363.6,27.2,10.14\ncell-267,north_cluster,E2_KPM,36.9,217.7,36.1,30.68\ncell-273,north_cluster,O1_PM,46.4,559.2,34.1,4.55\ncell-273,north_cluster,E2_KPM,65.7,605.5,48.6,8.88\ncell-305,south_cluster,O1_PM,21.3,163.9,22.4,10.82\ncell-305,south_cluster,E2_KPM,43.7,58.3,34.9,16.23\ncell-328,hospital_zone,O1_PM,48.2,309.8,39.6,27.07\ncell-328,hospital_zone,E2_KPM,59.2,599.4,46.8,14.47\ncell-481,hospital_zone,E2_KPM,43.4,390.9,31.4,14.19\ncell-481,hospital_zone,O1_PM,41.4,185.7,38.6,12.59\ncell-519,hospital_zone,O1_PM,26.6,547.8,27.0,24.58\ncell-519,hospital_zone,E2_KPM,55.4,340.1,40.8,4.33\ncell-523,hospital_zone,O1_PM,70.0,543.1,51.8,11.09\ncell-523,hospital_zone,E2_KPM,49.3,457.7,41.3,20.24\ncell-563,stadium,O1_PM,54.4,532.0,41.7,14.40\ncell-563,stadium,E2_KPM,74.6,191.9,47.3,19.58\ncell-591,stadium,E2_KPM,27.4,240.7,25.0,30.22\ncell-591,stadium,O1_PM,44.2,241.9,29.2,5.11\ncell-745,stadium,E2_KPM,24.4,124.3,29.4,33.72\ncell-745,stadium,O1_PM,35.1,113.6,26.7,12.70\ncell-794,south_cluster,E2_KPM,39.8,334.6,33.2,16.69\ncell-794,south_cluster,O1_PM,20.5,510.6,24.5,33.65\ncell-814,stadium,E2_KPM,37.9,260.8,31.8,10.41\ncell-814,stadium,O1_PM,15.2,374.6,14.0,15.90\ncell-883,south_cluster,E2_KPM,26.3,242.4,21.1,25.02\ncell-883,south_cluster,O1_PM,64.3,243.7,44.3,23.91\ncell-904,south_cluster,E2_KPM,27.6,537.2,20.3,32.37\ncell-904,south_cluster,O1_PM,55.7,297.1,35.4,23.98\ncell-973,hospital_zone,O1_PM,63.9,230.0,38.3,25.47\ncell-973,hospital_zone,E2_KPM,19.3,89.2,21.2,16.85\ncell-986,south_cluster,E2_KPM,66.9,339.7,44.5,10.54\ncell-986,south_cluster,O1_PM,49.8,270.3,32.6,32.32\n", "truth": {"action": "relax_edge", "class": "mission_voice", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "latency_target": "unspecified", "duration": "15min"}, "meta": {"wording_family": "voice-assistant utterance", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "307c68f2879c16d282c6b1258bf38373a0a3fb53e75b6309aafb1cab966c2adf", "telemetry_sha256": "0a04a3e2ade98103f40414e6cd0e25749ff4a1800437b09e14a010ae964f42de", "tokens_cl100k": {"telemetry": 1154, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-204", "edge_ue_thr_mbps": "cell-112"}, "decoy_cell": "cell-204", "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0299", "condition": "c21_contradictory", "n_cells": 21, "quality": "contradictory", "split": "test", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Hi RAN operations, Datacrest Analytics requests that edge analytics upload data be processed strictly on local hardware at the base stations for all cells where edge subscribers endure the worst throughput rates. Keep this routing policy active until cancelled.", "telemetry": "KPM telemetry snapshot at 2026-10-12T19:33:10Z; 21 cells\ncell_id,cluster,source,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-135,stadium,O1_PM,37.5,146.5,31.2,10.41\ncell-135,stadium,E2_KPM,15.2,631.1,20.9,24.94\ncell-140,north_cluster,O1_PM,37.2,232.9,33.7,0.18\ncell-140,north_cluster,E2_KPM,75.8,243.6,51.1,23.75\ncell-239,north_cluster,O1_PM,75.7,646.9,45.9,33.64\ncell-239,north_cluster,E2_KPM,69.1,641.9,50.1,10.12\ncell-243,hospital_zone,O1_PM,53.7,610.8,40.7,18.79\ncell-243,hospital_zone,E2_KPM,84.2,77.7,53.0,21.02\ncell-255,stadium,E2_KPM,43.8,427.0,38.0,33.73\ncell-255,stadium,O1_PM,68.5,574.6,48.3,11.83\ncell-275,hospital_zone,E2_KPM,69.3,555.6,44.0,16.18\ncell-275,hospital_zone,O1_PM,85.0,150.0,58.2,26.27\ncell-303,south_cluster,O1_PM,86.1,255.0,50.5,4.38\ncell-303,south_cluster,E2_KPM,48.4,248.5,31.9,29.22\ncell-335,north_cluster,O1_PM,82.7,311.1,54.0,14.23\ncell-335,north_cluster,E2_KPM,48.1,218.8,37.6,34.76\ncell-413,south_cluster,E2_KPM,95.1,472.8,58.5,31.79\ncell-413,south_cluster,O1_PM,21.9,568.7,27.9,7.88\ncell-423,hospital_zone,E2_KPM,74.8,510.1,50.3,5.53\ncell-423,hospital_zone,O1_PM,37.7,137.0,35.1,5.46\ncell-443,south_cluster,E2_KPM,80.2,502.2,54.6,10.00\ncell-443,south_cluster,O1_PM,22.8,183.8,20.6,29.15\ncell-453,hospital_zone,O1_PM,46.8,552.4,32.8,17.77\ncell-453,hospital_zone,E2_KPM,29.4,198.5,26.5,28.95\ncell-481,north_cluster,O1_PM,58.0,129.2,44.7,5.26\ncell-481,north_cluster,E2_KPM,21.0,545.0,27.5,21.21\ncell-504,stadium,E2_KPM,43.0,574.0,32.1,8.31\ncell-504,stadium,O1_PM,48.8,401.3,40.1,10.78\ncell-622,north_cluster,E2_KPM,75.9,369.6,55.7,30.18\ncell-622,north_cluster,O1_PM,15.9,230.8,14.2,24.05\ncell-691,south_cluster,O1_PM,61.1,358.5,38.8,12.34\ncell-691,south_cluster,E2_KPM,41.3,128.2,32.5,6.00\ncell-738,stadium,O1_PM,16.5,475.5,23.5,15.34\ncell-738,stadium,E2_KPM,47.1,120.9,40.3,26.12\ncell-762,hospital_zone,O1_PM,64.1,71.0,48.3,13.40\ncell-762,hospital_zone,E2_KPM,70.1,215.6,43.4,0.62\ncell-804,stadium,O1_PM,29.3,307.2,25.6,5.21\ncell-804,stadium,E2_KPM,68.6,522.2,42.9,12.29\ncell-946,south_cluster,O1_PM,18.5,535.3,17.7,7.37\ncell-946,south_cluster,E2_KPM,22.8,223.0,20.7,4.13\ncell-994,stadium,O1_PM,46.8,366.6,34.0,20.13\ncell-994,stadium,E2_KPM,27.3,69.4,20.6,25.11\n", "truth": {"action": "restrict_edge", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "on_site", "latency_target": "unspecified", "duration": "until_revoked"}, "meta": {"wording_family": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "5027cb22c2effba93ec7a2872b96fc604eb47e5968da8ffe93d22aa140245abf", "telemetry_sha256": "4899ba636bd10244fc8aed837425751cbaa95b48222fd2301471c7965f532b23", "tokens_cl100k": {"telemetry": 1152, "text": 44}, "extreme_cells": {"prb_util_pct": "cell-413", "edge_ue_thr_mbps": "cell-762"}, "decoy_cell": "cell-140", "rules_ignored_cluster": "north_cluster"}}