diff --git "a/data/ranbench/ranintent-v1/RQ4/c21_noisy/test.jsonl" "b/data/ranbench/ranintent-v1/RQ4/c21_noisy/test.jsonl"
new file mode 100644--- /dev/null
+++ "b/data/ranbench/ranintent-v1/RQ4/c21_noisy/test.jsonl"
@@ -0,0 +1,300 @@
+{"case_id": "ranintent_v1_test_0000", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,hospital_zone,25.8,498.5,27.8,12.71\ncell-204,north_cluster,82.5,302.2,47.8,14.53\ncell-213,stadium,53.5,607.4,46.1,33.03\ncell-225,stadium,82.2,581.5,60.9,3.87\ncell-276,south_cluster,49.0,575.1,36.8,5.18\ncell-285,stadium,22.8,411.5,13.2,28.03\ncell-322,hospital_zone,72.8,154.3,52.7,31.58\ncell-438,north_cluster,56.6,388.8,44.0,18.99\ncell-449,south_cluster,59.2,295.3,42.9,33.18\ncell-484,hospital_zone,32.9,300.0,30.5,12.03\ncell-498,north_cluster,85.7,47.8,53.8,16.77\ncell-527,hospital_zone,26.0,47.5,28.8,0.91\ncell-553,south_cluster,80.0,607.3,51.6,16.56\ncell-591,north_cluster,48.4,279.5,40.8,13.17\ncell-633,stadium,24.1,342.3,20.8,9.86\ncell-734,south_cluster,50.9,140.6,32.5,17.23\ncell-775,stadium,38.1,291.0,30.1,31.67\ncell-859,north_cluster,48.3,535.4,34.2,19.48\ncell-867,south_cluster,94.4,107.5,60.7,11.76\ncell-868,hospital_zone,62.3,249.4,39.1,31.83\ncell-901,hospital_zone,58.8,223.7,37.2,4.61\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": "6617b4e3bf9e4468a670094cc4d9e5dbf3f321a87ef81776fb441cf45d5a2622", "tokens_cl100k": {"telemetry": 567, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-867", "edge_ue_thr_mbps": "cell-527"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0001", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-136,hospital_zone,23.4,225.2,21.3,12.27\ncell-148,hospital_zone,67.5,536.6,45.4,20.49\ncell-195,hospital_zone,78.2,349.2,51.1,29.02\ncell-200,south_cluster,57.7,627.3,39.3,24.05\ncell-237,north_cluster,66.4,631.0,39.7,28.44\ncell-323,south_cluster,85.9,99.4,56.6,26.87\ncell-354,north_cluster,15.6,414.7,19.9,13.62\ncell-414,stadium,54.5,55.1,39.0,5.80\ncell-435,south_cluster,55.9,591.2,47.2,34.88\ncell-444,south_cluster,30.8,362.8,26.2,30.51\ncell-554,stadium,25.8,291.9,26.8,29.61\ncell-627,north_cluster,63.1,439.7,37.7,11.92\ncell-656,stadium,18.9,409.8,26.4,11.94\ncell-676,hospital_zone,68.8,615.1,44.5,16.00\ncell-747,stadium,32.8,31.2,21.8,27.18\ncell-758,stadium,41.6,250.0,35.7,34.18\ncell-784,hospital_zone,61.1,216.5,44.9,27.61\ncell-801,hospital_zone,63.7,185.1,42.8,0.27\ncell-891,north_cluster,41.1,385.3,36.1,28.35\ncell-907,south_cluster,61.1,585.0,37.6,34.81\ncell-970,north_cluster,47.9,481.3,30.1,12.88\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": "090884a762a55b139670a93fbc9e1785bb096a17927d92b4dbb53e851d0a5708", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-323", "edge_ue_thr_mbps": "cell-801"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0002", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,28.4,155.4,29.6,9.09\ncell-116,north_cluster,65.2,631.6,47.2,5.84\ncell-170,stadium,28.1,117.1,21.9,12.40\ncell-298,stadium,72.8,432.9,47.8,30.47\ncell-359,north_cluster,39.0,194.2,32.8,23.18\ncell-393,stadium,63.7,379.9,40.3,20.93\ncell-436,hospital_zone,90.6,355.3,53.8,13.96\ncell-455,stadium,70.8,354.0,41.3,14.88\ncell-529,hospital_zone,70.7,486.6,46.3,31.86\ncell-626,north_cluster,75.7,43.8,57.4,8.90\ncell-644,stadium,45.8,653.6,33.8,30.93\ncell-710,hospital_zone,37.5,112.0,29.2,31.72\ncell-746,hospital_zone,31.2,625.0,24.0,20.32\ncell-811,south_cluster,19.1,378.2,30.2,10.93\ncell-812,south_cluster,62.8,74.6,43.9,24.85\ncell-823,south_cluster,25.7,176.7,28.0,28.45\ncell-906,hospital_zone,55.7,398.5,38.6,27.46\ncell-926,north_cluster,16.6,565.1,29.3,24.90\ncell-932,south_cluster,38.0,632.2,38.8,0.22\ncell-935,north_cluster,29.4,123.7,29.6,9.31\ncell-942,north_cluster,71.4,657.2,43.0,13.27\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": "f6f785691bc698558dfdb82241f8fa07cc5f99b598992cbf64635af83709320a", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-104,north_cluster,52.5,468.1,38.8,31.77\ncell-149,stadium,41.4,425.5,34.3,21.13\ncell-279,north_cluster,72.2,386.3,40.2,18.64\ncell-310,north_cluster,67.6,594.5,47.3,6.62\ncell-363,south_cluster,63.2,147.7,43.4,15.17\ncell-420,stadium,49.5,419.2,36.8,33.06\ncell-483,hospital_zone,70.7,507.8,49.9,5.15\ncell-492,north_cluster,18.0,272.5,18.5,16.55\ncell-525,hospital_zone,95.8,286.7,57.1,14.34\ncell-541,stadium,75.9,305.8,53.1,25.58\ncell-563,stadium,33.1,573.3,30.8,24.24\ncell-612,hospital_zone,37.2,322.0,35.5,7.49\ncell-666,hospital_zone,32.1,280.0,29.6,15.71\ncell-719,stadium,42.9,171.6,34.7,15.31\ncell-792,hospital_zone,56.2,427.1,42.4,18.92\ncell-847,stadium,65.0,226.6,43.3,30.62\ncell-876,south_cluster,39.1,239.7,26.1,30.38\ncell-905,north_cluster,21.4,363.1,19.9,1.25\ncell-935,south_cluster,38.3,529.4,33.8,12.33\ncell-943,south_cluster,17.8,37.8,15.7,22.54\ncell-952,south_cluster,49.8,396.3,33.7,15.51\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": "62efa507ff7298656d71a634ac7218063780952c7ed18f84f69c4e66ce880e94", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,north_cluster,31.6,225.5,27.1,29.80\ncell-198,north_cluster,19.9,603.6,23.0,21.67\ncell-222,north_cluster,13.9,113.4,21.1,23.10\ncell-225,hospital_zone,34.6,337.3,27.1,26.01\ncell-257,stadium,89.8,624.1,60.8,34.65\ncell-290,hospital_zone,63.8,505.6,49.7,32.60\ncell-331,south_cluster,17.3,509.8,22.6,34.41\ncell-345,south_cluster,34.7,49.1,35.7,14.21\ncell-361,hospital_zone,23.6,616.2,17.8,10.53\ncell-408,hospital_zone,59.4,631.0,39.9,10.27\ncell-490,stadium,20.0,609.0,14.7,5.15\ncell-542,stadium,37.7,506.9,35.9,12.88\ncell-592,stadium,46.8,494.3,33.1,17.00\ncell-649,north_cluster,27.3,578.8,23.3,10.00\ncell-650,north_cluster,70.3,562.6,42.9,1.26\ncell-722,stadium,44.9,500.1,33.6,15.38\ncell-831,north_cluster,76.6,506.5,52.7,13.62\ncell-850,south_cluster,75.3,201.0,45.5,8.05\ncell-880,south_cluster,21.7,323.6,26.0,22.01\ncell-917,hospital_zone,67.7,75.1,50.0,27.03\ncell-920,south_cluster,19.0,140.4,29.8,13.56\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": "519af045de98932f3c59bcb077afc8faa0f8c4aff86b77b895002e5a2446df4f", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-257", "edge_ue_thr_mbps": "cell-650"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0005", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-204,stadium,27.2,401.0,19.4,16.80\ncell-216,south_cluster,24.0,281.8,18.8,27.31\ncell-234,hospital_zone,26.6,68.2,23.0,17.83\ncell-270,south_cluster,60.0,575.6,47.0,5.51\ncell-398,hospital_zone,56.4,504.7,39.1,4.11\ncell-422,stadium,20.3,42.6,21.6,2.41\ncell-438,north_cluster,50.4,655.6,32.7,28.26\ncell-451,hospital_zone,39.4,365.8,37.6,18.20\ncell-500,south_cluster,23.6,518.4,31.7,13.81\ncell-543,south_cluster,44.2,216.4,34.0,27.45\ncell-574,north_cluster,19.5,150.7,17.5,6.21\ncell-655,north_cluster,37.2,395.5,37.6,17.18\ncell-658,north_cluster,60.7,140.0,42.4,21.42\ncell-694,stadium,20.8,259.8,18.1,6.50\ncell-714,stadium,48.6,63.8,31.3,7.97\ncell-742,hospital_zone,22.2,48.9,26.5,22.64\ncell-781,hospital_zone,82.0,316.6,50.4,11.26\ncell-857,south_cluster,36.2,429.4,24.2,25.70\ncell-941,north_cluster,22.1,326.5,30.0,33.89\ncell-956,stadium,43.9,521.8,35.0,12.72\ncell-965,south_cluster,88.6,28.7,49.9,15.38\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": "0cf0831976d4919021669d9378974c82dfa5c33bb349dadc91a1b58e28ebd0a7", "tokens_cl100k": {"telemetry": 567, "text": 39}, "extreme_cells": {"prb_util_pct": "cell-965", "edge_ue_thr_mbps": "cell-422"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0006", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,north_cluster,75.4,278.4,44.2,29.58\ncell-184,south_cluster,90.9,296.9,56.1,30.27\ncell-215,stadium,63.3,391.9,42.9,5.37\ncell-242,hospital_zone,51.2,365.8,41.1,26.78\ncell-283,hospital_zone,48.9,85.3,35.7,26.74\ncell-293,north_cluster,33.7,613.3,37.2,20.34\ncell-322,north_cluster,31.3,70.6,19.9,29.80\ncell-324,hospital_zone,27.4,492.4,19.1,30.57\ncell-345,stadium,70.3,463.9,40.2,2.41\ncell-362,south_cluster,37.9,551.6,28.1,12.60\ncell-529,stadium,75.1,86.4,52.9,15.05\ncell-534,south_cluster,25.4,478.9,29.2,7.41\ncell-605,north_cluster,27.9,212.5,27.4,18.17\ncell-612,south_cluster,66.4,151.7,51.5,6.09\ncell-668,hospital_zone,22.1,219.8,24.7,6.99\ncell-699,hospital_zone,16.5,240.5,24.2,6.76\ncell-734,stadium,80.7,232.8,53.2,16.13\ncell-736,stadium,30.0,322.1,24.9,12.31\ncell-842,south_cluster,71.6,536.0,45.9,30.53\ncell-919,north_cluster,37.2,441.1,30.4,5.88\ncell-921,hospital_zone,33.7,205.6,28.7,17.25\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": "c90f337ba2315b25d840c212c2315af98064c6708b1c918c98093769f059bb29", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-184", "edge_ue_thr_mbps": "cell-345"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0007", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-128,hospital_zone,38.6,424.2,40.3,16.96\ncell-135,hospital_zone,77.3,365.4,47.1,27.17\ncell-149,south_cluster,30.8,251.4,30.0,8.44\ncell-218,north_cluster,93.0,70.4,59.9,6.30\ncell-310,hospital_zone,66.5,489.6,49.2,9.31\ncell-330,north_cluster,23.7,498.1,22.7,33.23\ncell-340,stadium,86.7,571.2,51.3,19.26\ncell-341,south_cluster,51.7,485.4,37.2,20.06\ncell-418,north_cluster,52.1,451.2,45.8,9.14\ncell-476,stadium,83.0,651.5,55.0,15.45\ncell-496,south_cluster,61.7,441.6,37.1,23.69\ncell-509,north_cluster,20.2,123.0,15.9,22.49\ncell-517,stadium,49.6,519.3,34.1,34.28\ncell-525,north_cluster,56.4,101.4,40.3,5.59\ncell-533,south_cluster,39.7,668.7,31.7,10.56\ncell-685,stadium,37.6,611.7,32.8,31.35\ncell-721,hospital_zone,51.4,494.4,33.5,13.05\ncell-730,hospital_zone,36.0,636.3,30.0,2.11\ncell-823,south_cluster,63.8,387.8,45.7,18.94\ncell-862,stadium,85.0,643.7,51.8,34.41\ncell-911,stadium,18.1,365.3,21.7,8.36\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": "c8b50cf32a7d107f9f168f80e374c8ae2715b120d7bf61684d7d8034ddf083b8", "tokens_cl100k": {"telemetry": 566, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-218", "edge_ue_thr_mbps": "cell-730"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0008", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-205,hospital_zone,75.0,479.1,40.0,29.50\ncell-227,stadium,36.6,488.4,29.6,18.64\ncell-281,stadium,41.6,522.0,30.3,20.91\ncell-308,north_cluster,91.8,621.8,59.7,14.54\ncell-347,hospital_zone,78.3,561.2,46.9,30.83\ncell-385,north_cluster,69.2,33.1,45.3,33.61\ncell-387,stadium,29.6,75.6,26.5,21.84\ncell-445,south_cluster,33.1,155.4,33.8,31.72\ncell-454,hospital_zone,65.4,131.9,41.6,32.07\ncell-488,south_cluster,77.8,241.9,48.5,23.26\ncell-510,stadium,30.3,227.2,28.5,25.48\ncell-560,south_cluster,17.6,652.0,24.5,0.94\ncell-643,south_cluster,73.9,522.2,50.4,5.53\ncell-651,north_cluster,52.9,195.8,35.3,5.20\ncell-689,hospital_zone,80.9,338.7,59.0,28.89\ncell-738,north_cluster,62.0,616.8,47.1,12.60\ncell-780,south_cluster,39.3,627.2,38.3,8.90\ncell-843,stadium,18.2,314.6,21.3,23.43\ncell-871,north_cluster,50.3,174.2,38.0,20.63\ncell-898,hospital_zone,23.4,245.5,22.3,33.26\ncell-977,north_cluster,80.7,481.7,59.3,28.94\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": "8de441c8a47bd6127ba0710eaa42ec3bc22342d551bc5a2e2741785c146403c3", "tokens_cl100k": {"telemetry": 567, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-308", "edge_ue_thr_mbps": "cell-560"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0009", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-127,south_cluster,78.4,371.8,44.8,10.34\ncell-168,south_cluster,36.4,93.0,31.4,22.21\ncell-179,hospital_zone,59.3,165.5,37.8,5.47\ncell-208,stadium,49.2,494.6,41.4,20.23\ncell-342,north_cluster,85.5,43.9,50.4,5.50\ncell-420,north_cluster,24.4,462.1,29.7,1.75\ncell-480,south_cluster,65.4,582.2,42.7,15.13\ncell-611,north_cluster,17.6,147.0,19.6,14.54\ncell-612,stadium,18.3,29.9,21.7,9.63\ncell-618,hospital_zone,79.6,602.2,44.1,32.65\ncell-631,south_cluster,15.8,363.6,25.8,31.83\ncell-640,stadium,44.7,461.4,37.5,29.07\ncell-683,hospital_zone,33.3,43.5,28.7,21.23\ncell-800,stadium,16.4,172.6,10.6,29.57\ncell-913,south_cluster,48.6,304.2,40.0,32.30\ncell-924,stadium,21.2,300.8,15.7,24.78\ncell-936,north_cluster,34.9,520.7,34.2,15.30\ncell-942,hospital_zone,39.7,214.4,24.8,5.05\ncell-961,hospital_zone,90.3,615.5,56.5,29.46\ncell-971,north_cluster,64.9,250.0,44.8,17.21\ncell-998,hospital_zone,52.3,283.4,33.4,4.98\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": "27b617e549e10d691b0c3fd72349d6f972606d9cff1a049d530656608ac89133", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-961", "edge_ue_thr_mbps": "cell-420"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0010", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-141,south_cluster,81.5,397.8,59.7,11.35\ncell-147,stadium,40.2,54.5,31.2,9.01\ncell-187,stadium,26.4,617.4,31.0,32.53\ncell-289,stadium,61.4,351.4,43.2,9.52\ncell-291,north_cluster,37.7,196.0,29.9,18.30\ncell-311,south_cluster,94.1,473.7,51.0,29.50\ncell-375,south_cluster,50.0,75.7,29.0,31.23\ncell-389,stadium,27.6,430.0,30.0,12.14\ncell-408,hospital_zone,17.1,101.3,16.7,21.48\ncell-429,north_cluster,41.7,235.6,37.6,10.44\ncell-461,south_cluster,21.9,544.5,24.5,7.85\ncell-464,north_cluster,60.8,104.1,43.5,6.55\ncell-468,north_cluster,75.0,148.8,52.6,27.63\ncell-497,hospital_zone,70.1,170.1,46.2,16.48\ncell-535,hospital_zone,35.0,609.7,31.0,22.16\ncell-612,north_cluster,83.6,142.3,49.9,32.58\ncell-623,hospital_zone,73.6,426.1,46.3,0.01\ncell-626,hospital_zone,26.4,264.5,29.6,5.39\ncell-661,north_cluster,45.9,480.3,34.6,13.50\ncell-667,stadium,24.4,248.4,24.8,10.55\ncell-744,south_cluster,57.4,203.6,42.8,28.05\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": "fbd39d84017f3bc71d8730d67872b79e3a636646471b3f82386b7e6215b93f39", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-311", "edge_ue_thr_mbps": "cell-623"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0011", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,stadium,76.2,613.3,46.5,29.34\ncell-158,stadium,96.3,474.5,61.1,10.17\ncell-159,hospital_zone,80.0,310.3,55.2,15.54\ncell-164,north_cluster,74.6,644.1,43.6,20.29\ncell-186,north_cluster,55.4,606.1,44.6,17.71\ncell-206,south_cluster,41.9,286.4,32.7,29.50\ncell-207,stadium,16.8,619.3,21.3,34.92\ncell-264,north_cluster,36.6,439.2,22.6,16.96\ncell-372,stadium,50.1,651.2,32.3,7.90\ncell-526,south_cluster,54.8,354.9,46.8,4.10\ncell-552,south_cluster,44.9,371.9,36.6,21.04\ncell-554,hospital_zone,18.2,370.0,19.6,26.48\ncell-570,north_cluster,18.7,259.5,22.1,3.88\ncell-582,south_cluster,65.2,292.9,42.0,26.30\ncell-656,south_cluster,40.7,77.6,35.0,21.91\ncell-727,hospital_zone,44.0,465.3,32.3,20.79\ncell-827,north_cluster,64.9,117.5,44.0,25.05\ncell-840,stadium,25.0,78.7,23.8,5.23\ncell-912,hospital_zone,72.6,473.5,45.2,0.05\ncell-941,hospital_zone,27.2,593.2,23.9,13.98\ncell-973,stadium,19.8,585.7,15.5,26.26\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": "7ec8c1a1a6e41811f6d275127132cbc7ae9725116891ff29352e6c2e90c41cf9", "tokens_cl100k": {"telemetry": 566, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-158", "edge_ue_thr_mbps": "cell-912"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0012", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,south_cluster,17.3,304.1,15.0,32.59\ncell-126,stadium,66.8,548.1,45.7,15.43\ncell-134,stadium,80.0,151.2,49.9,22.24\ncell-135,hospital_zone,50.4,205.1,39.3,31.16\ncell-177,hospital_zone,15.6,399.4,23.0,18.02\ncell-240,stadium,59.8,475.9,40.7,10.91\ncell-333,hospital_zone,17.5,657.1,19.2,28.78\ncell-339,south_cluster,48.6,605.9,33.9,5.72\ncell-499,stadium,24.6,498.5,30.9,25.50\ncell-580,south_cluster,73.1,197.7,48.0,0.16\ncell-632,south_cluster,35.1,253.3,32.3,14.97\ncell-637,stadium,71.6,519.3,50.3,17.75\ncell-694,north_cluster,69.2,628.6,41.8,16.27\ncell-770,north_cluster,29.3,554.7,31.3,11.80\ncell-814,north_cluster,92.8,267.4,56.4,27.96\ncell-838,hospital_zone,44.0,289.1,31.7,9.51\ncell-876,hospital_zone,42.0,611.1,39.8,23.74\ncell-950,north_cluster,35.8,58.8,26.0,25.77\ncell-961,north_cluster,22.4,166.8,22.1,15.92\ncell-965,south_cluster,43.4,512.1,38.4,11.96\ncell-966,hospital_zone,68.2,550.0,47.4,22.71\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": "28dce828f1352a7a2241a54962b3893c3137369db39130e3837261eeac61e148", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-814", "edge_ue_thr_mbps": "cell-580"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0013", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-275,south_cluster,44.8,328.9,43.5,20.13\ncell-337,south_cluster,52.1,70.6,35.3,6.98\ncell-419,north_cluster,45.7,575.0,32.1,24.03\ncell-427,stadium,89.2,589.9,54.3,26.09\ncell-438,hospital_zone,59.7,165.2,42.8,14.60\ncell-470,north_cluster,68.8,425.5,46.1,1.42\ncell-480,north_cluster,21.1,566.8,15.8,34.98\ncell-539,south_cluster,17.2,161.2,25.2,28.42\ncell-558,south_cluster,56.5,514.4,32.3,22.03\ncell-561,stadium,56.2,398.3,45.0,17.35\ncell-568,stadium,80.2,331.0,55.4,33.39\ncell-608,north_cluster,70.9,634.7,49.8,5.62\ncell-614,hospital_zone,79.8,661.0,55.8,8.39\ncell-631,hospital_zone,68.4,522.2,43.2,8.38\ncell-680,hospital_zone,66.3,206.3,36.6,18.27\ncell-709,stadium,18.2,439.0,23.7,11.97\ncell-745,north_cluster,77.7,240.8,51.3,29.90\ncell-781,stadium,72.9,72.2,53.2,30.02\ncell-818,hospital_zone,45.8,423.3,38.1,8.90\ncell-884,south_cluster,68.0,348.3,44.9,24.61\ncell-907,stadium,58.4,446.4,37.1,34.06\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": "e2d53999dfb60276e1d6857d548128b8a437c59310402d9fbafb5c022ab6259e", "tokens_cl100k": {"telemetry": 566, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-427", "edge_ue_thr_mbps": "cell-470"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0014", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,north_cluster,60.6,315.8,45.9,13.15\ncell-184,north_cluster,28.1,386.5,17.2,5.20\ncell-231,south_cluster,54.3,613.3,45.8,20.19\ncell-237,north_cluster,23.7,72.6,29.0,17.20\ncell-297,hospital_zone,48.0,60.8,33.4,30.35\ncell-357,stadium,68.8,621.0,40.1,25.21\ncell-383,hospital_zone,48.3,347.1,33.9,1.10\ncell-388,hospital_zone,23.9,136.0,33.0,19.88\ncell-461,north_cluster,92.8,260.3,63.4,26.79\ncell-467,south_cluster,54.9,338.1,37.3,32.89\ncell-501,stadium,59.6,388.2,38.3,22.94\ncell-581,south_cluster,58.3,521.6,45.4,28.82\ncell-638,stadium,34.2,484.9,30.9,20.45\ncell-698,south_cluster,58.6,596.6,42.7,12.11\ncell-716,hospital_zone,65.6,95.7,44.3,11.81\ncell-805,stadium,54.0,128.4,37.6,28.18\ncell-906,hospital_zone,59.8,193.9,41.1,10.86\ncell-928,north_cluster,65.2,256.4,41.0,10.68\ncell-929,stadium,58.4,513.0,47.4,26.17\ncell-942,stadium,40.5,625.4,31.9,18.17\ncell-946,south_cluster,62.0,569.2,42.0,21.02\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": "8509a5209b9e15b6a0466ea4850b412b5ebb34a186a65c8116437e1700cc8644", "tokens_cl100k": {"telemetry": 566, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-461", "edge_ue_thr_mbps": "cell-383"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0015", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,stadium,23.1,462.2,24.5,25.81\ncell-165,hospital_zone,88.9,502.2,55.5,34.15\ncell-197,north_cluster,23.4,130.2,22.6,5.32\ncell-213,north_cluster,77.5,625.9,47.5,23.68\ncell-251,hospital_zone,61.3,479.8,34.6,14.27\ncell-375,south_cluster,58.5,199.1,38.0,15.96\ncell-448,hospital_zone,37.4,432.8,36.4,14.10\ncell-494,hospital_zone,18.1,620.9,23.6,27.98\ncell-497,north_cluster,75.1,370.7,46.9,31.64\ncell-515,north_cluster,24.1,204.9,22.6,22.03\ncell-579,south_cluster,52.4,233.1,32.4,25.72\ncell-580,stadium,74.8,211.8,44.1,33.52\ncell-619,north_cluster,52.9,300.0,31.8,25.35\ncell-767,south_cluster,37.7,290.3,37.7,15.74\ncell-791,stadium,18.0,492.0,22.1,7.26\ncell-863,stadium,79.4,544.1,57.0,2.09\ncell-869,stadium,56.9,617.2,45.4,16.55\ncell-901,south_cluster,32.0,306.1,32.2,25.52\ncell-903,hospital_zone,76.8,237.0,55.1,13.45\ncell-942,hospital_zone,20.3,294.1,14.8,23.45\ncell-953,south_cluster,30.6,96.8,28.2,9.95\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": "2cf1943b88aa63769dd1f900d7cd6a56d9746f1aea6fc1b7f33849b2e127dd04", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-165", "edge_ue_thr_mbps": "cell-863"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0016", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,stadium,21.6,571.8,21.3,27.43\ncell-118,north_cluster,61.7,104.2,42.5,24.67\ncell-119,south_cluster,63.8,650.5,46.1,1.30\ncell-160,hospital_zone,14.6,497.3,17.9,18.85\ncell-192,stadium,33.1,182.6,27.1,12.14\ncell-194,south_cluster,71.6,339.9,43.9,18.80\ncell-215,hospital_zone,53.5,649.5,40.6,28.44\ncell-255,hospital_zone,66.0,194.3,43.9,23.00\ncell-285,north_cluster,51.2,145.0,44.3,28.22\ncell-338,south_cluster,19.2,509.1,18.2,21.51\ncell-408,stadium,31.3,339.7,26.2,15.71\ncell-455,north_cluster,37.3,230.5,32.3,30.61\ncell-474,hospital_zone,45.8,203.0,28.4,18.75\ncell-526,hospital_zone,87.1,297.4,53.8,19.70\ncell-551,north_cluster,75.7,134.4,48.8,25.43\ncell-553,hospital_zone,25.4,504.8,24.1,34.04\ncell-605,stadium,30.0,619.7,26.8,26.52\ncell-661,south_cluster,16.0,548.8,19.1,15.22\ncell-875,stadium,43.4,540.5,29.0,11.50\ncell-960,north_cluster,43.6,112.3,30.6,31.89\ncell-975,south_cluster,61.9,587.9,49.9,21.31\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": "601cf85a25b34cb76ca9ea3a00c2b7a66087b820fb814176afdbc681a29b8537", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,49.2,362.9,37.0,25.01\ncell-151,stadium,76.3,108.3,51.0,5.02\ncell-171,hospital_zone,22.0,442.9,24.8,20.84\ncell-181,stadium,46.5,180.3,32.9,25.47\ncell-186,hospital_zone,20.4,373.3,22.5,28.99\ncell-192,stadium,22.0,399.5,21.9,19.76\ncell-403,south_cluster,20.4,379.5,21.4,34.12\ncell-463,north_cluster,71.7,430.5,45.1,18.00\ncell-488,south_cluster,35.3,272.8,30.9,34.39\ncell-588,south_cluster,43.9,499.0,31.0,5.01\ncell-647,south_cluster,37.5,239.8,34.0,25.81\ncell-707,stadium,53.3,250.7,44.1,14.50\ncell-726,south_cluster,82.8,236.9,53.1,9.55\ncell-740,north_cluster,55.6,614.8,39.4,14.20\ncell-770,hospital_zone,18.2,68.0,26.9,5.89\ncell-775,stadium,80.0,118.1,53.1,0.54\ncell-786,hospital_zone,20.9,78.7,25.1,27.65\ncell-823,south_cluster,82.1,544.4,55.4,22.22\ncell-830,north_cluster,71.5,391.9,57.6,31.38\ncell-860,hospital_zone,21.1,335.9,24.7,17.20\ncell-929,north_cluster,88.9,568.6,57.3,7.06\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": "dcaa9da05bd0ab102a006889df4971b56e9eda6cd39f0fcdb6b82f14d625f2fd", "tokens_cl100k": {"telemetry": 567, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-929", "edge_ue_thr_mbps": "cell-775"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0018", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-138,south_cluster,32.6,264.7,26.8,25.01\ncell-181,north_cluster,63.6,342.9,48.0,8.82\ncell-259,south_cluster,22.7,285.1,18.8,1.49\ncell-274,hospital_zone,45.8,148.5,30.2,27.85\ncell-289,hospital_zone,29.8,234.3,17.5,17.49\ncell-344,south_cluster,45.8,386.5,31.8,28.62\ncell-442,north_cluster,58.9,602.8,51.3,8.96\ncell-505,stadium,68.7,519.9,45.2,11.29\ncell-509,south_cluster,81.5,407.6,54.7,21.22\ncell-510,hospital_zone,28.7,313.5,25.5,32.92\ncell-532,north_cluster,73.7,268.5,53.6,32.47\ncell-544,stadium,60.5,140.4,41.8,4.51\ncell-549,stadium,66.3,198.0,53.3,30.64\ncell-638,north_cluster,90.1,79.0,59.5,26.39\ncell-704,hospital_zone,61.9,405.5,35.6,19.65\ncell-712,north_cluster,30.7,284.0,22.1,10.09\ncell-792,stadium,50.0,42.6,37.3,27.09\ncell-843,hospital_zone,81.0,341.4,53.7,27.67\ncell-927,stadium,51.8,72.6,44.1,15.74\ncell-958,stadium,48.1,536.8,32.9,12.06\ncell-964,south_cluster,13.2,110.0,23.1,14.18\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": "1f3fb1743fd736148c61e2085ee12d991348d28de76e7bdc314bb7144ecc6bca", "tokens_cl100k": {"telemetry": 566, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-638", "edge_ue_thr_mbps": "cell-259"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0019", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,stadium,39.9,185.7,31.9,33.58\ncell-152,stadium,73.0,358.2,40.8,35.29\ncell-171,stadium,56.1,367.7,37.2,18.73\ncell-201,north_cluster,28.5,449.9,33.2,11.51\ncell-263,hospital_zone,54.0,449.5,46.7,31.78\ncell-267,north_cluster,71.4,500.5,50.6,28.08\ncell-289,stadium,23.1,537.1,19.7,33.64\ncell-351,hospital_zone,74.9,444.1,50.6,16.83\ncell-367,hospital_zone,29.9,279.7,24.5,12.85\ncell-408,south_cluster,55.5,115.2,41.8,28.76\ncell-466,south_cluster,44.4,44.9,32.9,17.68\ncell-541,stadium,53.3,304.3,31.0,34.36\ncell-569,hospital_zone,88.5,293.3,53.8,6.27\ncell-629,south_cluster,32.8,601.6,28.3,2.15\ncell-712,south_cluster,33.3,103.2,25.5,5.89\ncell-715,hospital_zone,70.3,600.4,51.4,32.49\ncell-844,north_cluster,32.1,351.6,30.6,14.72\ncell-898,hospital_zone,28.9,161.4,28.0,17.49\ncell-956,north_cluster,39.8,322.7,32.5,7.78\ncell-962,south_cluster,59.8,479.8,38.6,6.88\ncell-998,north_cluster,67.0,210.2,39.3,16.46\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": "d810b30d0a128287d21172d4baa388ed9bfb203a78e7b25454390ced055f4e5f", "tokens_cl100k": {"telemetry": 567, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-569", "edge_ue_thr_mbps": "cell-629"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0020", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,stadium,16.6,350.3,16.8,3.24\ncell-314,north_cluster,63.1,504.9,36.1,28.48\ncell-331,hospital_zone,40.9,266.5,31.7,8.22\ncell-344,stadium,34.8,622.9,34.2,11.07\ncell-377,north_cluster,51.7,566.6,42.9,29.74\ncell-401,hospital_zone,41.1,77.0,26.6,21.45\ncell-403,hospital_zone,17.3,398.0,24.5,25.07\ncell-440,north_cluster,60.1,119.9,44.2,0.75\ncell-467,south_cluster,67.6,578.1,45.9,31.56\ncell-500,stadium,72.8,383.7,52.4,14.75\ncell-502,south_cluster,46.9,241.7,39.8,4.55\ncell-510,stadium,46.9,483.6,37.1,3.68\ncell-525,hospital_zone,41.2,501.9,24.2,22.46\ncell-651,south_cluster,86.0,28.7,59.7,22.77\ncell-687,south_cluster,66.6,109.9,50.5,16.41\ncell-690,north_cluster,17.6,412.2,24.6,19.18\ncell-722,hospital_zone,25.1,219.3,27.5,18.64\ncell-835,stadium,89.7,541.8,59.1,18.14\ncell-871,north_cluster,56.7,177.9,39.7,20.87\ncell-895,stadium,22.3,479.3,25.2,9.33\ncell-932,south_cluster,62.9,44.5,46.6,18.51\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": "de38dd3f1a429795375607ceb3412b7a497769a7eb0dcbe8c7a4337cb2e51e89", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,south_cluster,28.7,324.6,25.4,18.83\ncell-111,hospital_zone,62.9,295.1,45.1,32.74\ncell-198,stadium,64.8,493.5,43.9,19.65\ncell-295,south_cluster,20.4,110.3,24.9,17.86\ncell-305,hospital_zone,72.6,510.6,43.8,14.09\ncell-311,south_cluster,90.4,301.6,52.4,30.23\ncell-408,hospital_zone,70.8,91.8,47.9,30.43\ncell-468,stadium,28.4,428.7,18.6,1.87\ncell-555,north_cluster,62.1,151.7,45.5,12.16\ncell-564,north_cluster,57.0,535.0,40.9,12.85\ncell-587,north_cluster,29.5,648.6,34.7,25.55\ncell-641,south_cluster,28.3,629.1,22.7,13.21\ncell-714,hospital_zone,18.5,504.3,27.1,25.36\ncell-735,north_cluster,33.4,260.1,30.1,20.46\ncell-834,north_cluster,54.5,350.0,36.2,8.63\ncell-862,stadium,59.1,593.0,47.3,31.60\ncell-902,stadium,75.1,98.5,43.3,25.65\ncell-920,south_cluster,44.7,211.0,35.5,8.24\ncell-921,stadium,77.3,151.6,52.0,33.77\ncell-969,south_cluster,23.6,605.2,28.1,32.65\ncell-977,hospital_zone,24.3,259.7,21.9,19.25\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": "50a0efbd62bb6f82226c6c7377de4d55d0ca6c012548612d089cd441c3532a9d", "tokens_cl100k": {"telemetry": 567, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-311", "edge_ue_thr_mbps": "cell-468"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0022", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-154,north_cluster,72.7,323.8,45.4,14.66\ncell-245,stadium,44.1,483.5,30.5,4.94\ncell-321,north_cluster,14.3,476.6,24.1,1.38\ncell-344,south_cluster,89.5,498.4,54.2,32.12\ncell-345,south_cluster,67.5,64.9,49.8,6.71\ncell-435,hospital_zone,40.9,106.3,35.7,5.91\ncell-479,hospital_zone,62.0,100.0,39.9,12.00\ncell-498,hospital_zone,35.3,480.1,33.8,9.77\ncell-563,stadium,71.6,316.0,52.6,20.87\ncell-569,south_cluster,30.2,576.3,24.9,30.28\ncell-678,stadium,37.8,240.6,26.9,20.51\ncell-821,south_cluster,51.9,119.6,38.8,13.55\ncell-853,south_cluster,82.3,547.0,58.0,8.85\ncell-856,stadium,16.4,131.8,14.3,16.18\ncell-875,north_cluster,77.2,464.0,51.6,34.71\ncell-927,stadium,31.2,203.2,20.8,27.46\ncell-951,north_cluster,68.6,55.0,41.7,34.79\ncell-964,hospital_zone,46.4,146.5,35.2,30.94\ncell-966,north_cluster,52.0,283.2,36.0,27.73\ncell-967,south_cluster,24.7,159.1,26.2,9.11\ncell-996,hospital_zone,26.4,609.8,21.8,20.67\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": "ec6a6950c283e33db7d60f7b96d71d40013083c7605d00479d2a8128295a0f75", "tokens_cl100k": {"telemetry": 567, "text": 17}, "extreme_cells": {"prb_util_pct": "cell-344", "edge_ue_thr_mbps": "cell-321"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0023", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,north_cluster,71.6,512.1,50.5,11.16\ncell-117,north_cluster,53.7,507.1,37.3,11.49\ncell-137,stadium,47.6,409.1,36.6,25.42\ncell-143,north_cluster,32.9,583.8,35.9,8.53\ncell-262,north_cluster,87.5,328.6,58.7,25.83\ncell-292,south_cluster,34.3,671.6,32.5,0.78\ncell-378,south_cluster,19.0,432.1,25.6,24.33\ncell-442,south_cluster,27.7,412.3,23.1,27.92\ncell-501,hospital_zone,19.6,478.0,25.4,19.91\ncell-522,stadium,59.6,284.3,36.6,22.41\ncell-558,stadium,21.8,438.7,20.9,19.31\ncell-613,hospital_zone,37.0,175.3,26.5,6.59\ncell-627,stadium,46.9,162.6,35.5,20.20\ncell-635,hospital_zone,44.6,644.3,35.8,33.62\ncell-637,south_cluster,44.5,199.9,40.0,14.96\ncell-712,north_cluster,34.9,528.8,25.1,9.47\ncell-810,hospital_zone,60.8,594.0,39.6,8.85\ncell-840,hospital_zone,51.7,524.0,37.5,31.51\ncell-957,stadium,55.2,319.4,40.7,17.15\ncell-984,south_cluster,22.5,519.8,16.1,18.71\ncell-997,north_cluster,74.9,489.4,57.3,18.13\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": "1b9608b9b77179a647c15729d7cd9a76ba9920c738372cf36b3df8142cb70db7", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-262", "edge_ue_thr_mbps": "cell-292"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0024", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,28.7,220.1,33.8,19.39\ncell-220,south_cluster,28.6,568.5,24.7,20.23\ncell-319,south_cluster,62.7,446.7,45.2,0.88\ncell-342,north_cluster,65.4,458.5,42.6,9.00\ncell-370,north_cluster,38.6,389.2,29.7,10.05\ncell-380,north_cluster,62.0,539.0,46.2,16.29\ncell-404,stadium,79.7,215.4,53.7,20.80\ncell-415,south_cluster,71.7,308.3,45.8,31.37\ncell-456,stadium,58.0,169.6,48.9,12.30\ncell-477,stadium,32.8,470.5,32.0,22.92\ncell-600,north_cluster,46.3,542.1,30.2,16.22\ncell-606,hospital_zone,38.9,236.7,27.3,18.76\ncell-650,hospital_zone,81.5,583.5,53.5,25.49\ncell-707,hospital_zone,55.5,416.3,32.8,24.37\ncell-714,stadium,54.0,232.9,35.4,34.88\ncell-789,north_cluster,25.9,306.8,22.7,6.29\ncell-808,stadium,71.9,196.3,47.6,8.07\ncell-816,south_cluster,18.9,636.0,19.2,32.70\ncell-844,stadium,88.8,317.7,61.7,15.43\ncell-886,hospital_zone,66.9,466.3,43.5,30.27\ncell-942,hospital_zone,32.0,181.8,30.0,19.44\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": "2bd37b824965c0a4defe9c2c5af4816d25c45b542967afff70c327ad52e89d76", "tokens_cl100k": {"telemetry": 566, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-844", "edge_ue_thr_mbps": "cell-319"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0025", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-179,hospital_zone,51.6,90.0,40.2,10.16\ncell-281,hospital_zone,89.8,87.0,52.7,23.84\ncell-324,stadium,68.7,367.1,43.8,34.02\ncell-342,north_cluster,50.5,404.2,31.0,20.05\ncell-351,south_cluster,84.6,224.0,49.8,35.04\ncell-384,north_cluster,42.7,613.9,41.6,13.19\ncell-410,north_cluster,62.7,85.1,49.3,23.30\ncell-488,stadium,44.8,638.3,33.5,28.30\ncell-520,south_cluster,54.1,269.5,34.8,16.66\ncell-548,north_cluster,61.1,163.8,36.9,19.97\ncell-723,south_cluster,17.1,65.3,29.5,7.56\ncell-727,hospital_zone,45.8,351.5,28.6,33.32\ncell-745,hospital_zone,55.0,175.5,35.4,20.48\ncell-778,hospital_zone,29.4,647.5,30.3,16.48\ncell-813,stadium,30.5,220.8,28.4,33.58\ncell-898,north_cluster,67.9,289.5,46.8,25.51\ncell-938,stadium,75.4,641.7,47.8,30.76\ncell-945,south_cluster,21.5,528.4,22.8,33.87\ncell-962,stadium,65.5,570.0,47.9,23.80\ncell-976,south_cluster,58.3,471.8,42.2,35.50\ncell-994,north_cluster,24.3,537.6,25.1,1.41\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": "a5943b4a0e83cde55a58e55623188f58f406f2796be3d8ef5c215758f108222f", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-281", "edge_ue_thr_mbps": "cell-994"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0026", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,31.4,59.3,29.6,27.47\ncell-120,stadium,45.0,77.3,35.5,14.15\ncell-202,south_cluster,77.4,41.5,45.1,22.25\ncell-221,hospital_zone,39.3,232.2,40.0,30.19\ncell-291,stadium,52.2,366.8,32.6,4.51\ncell-315,north_cluster,66.8,422.4,46.3,26.84\ncell-323,south_cluster,63.6,549.8,39.8,21.37\ncell-336,north_cluster,55.4,536.8,39.9,5.75\ncell-459,north_cluster,19.1,192.2,18.2,2.36\ncell-504,hospital_zone,66.1,516.9,49.3,13.75\ncell-513,stadium,22.7,598.5,29.4,32.78\ncell-537,north_cluster,39.7,383.9,31.6,20.07\ncell-586,stadium,44.2,249.4,35.5,31.98\ncell-627,hospital_zone,86.7,478.0,56.6,33.77\ncell-748,north_cluster,58.6,389.2,42.0,4.58\ncell-788,hospital_zone,30.5,259.9,24.6,10.29\ncell-797,south_cluster,19.5,342.2,15.0,16.46\ncell-916,hospital_zone,24.4,627.7,17.4,22.99\ncell-989,stadium,50.5,124.2,31.9,17.96\ncell-992,south_cluster,28.6,521.4,27.0,16.97\ncell-996,south_cluster,77.3,92.5,51.2,19.02\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": "422356a610b4af7646b62217ba06eff88285bd58037355c22934c9460ecbe629", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,north_cluster,27.5,239.0,34.6,19.32\ncell-140,south_cluster,43.0,395.1,38.9,15.67\ncell-160,hospital_zone,61.9,210.6,46.2,19.05\ncell-171,north_cluster,39.9,39.3,21.5,16.26\ncell-173,north_cluster,38.8,581.7,30.0,11.14\ncell-225,stadium,75.0,126.6,54.3,0.11\ncell-312,stadium,44.1,201.1,37.9,31.47\ncell-374,north_cluster,37.4,216.6,40.9,18.77\ncell-455,hospital_zone,85.8,375.1,61.5,26.79\ncell-457,hospital_zone,60.8,561.1,42.2,23.89\ncell-515,hospital_zone,18.1,462.3,18.7,19.52\ncell-544,hospital_zone,75.5,298.4,45.4,30.61\ncell-569,stadium,64.6,289.2,38.9,14.96\ncell-618,hospital_zone,42.8,33.5,40.0,10.86\ncell-712,north_cluster,25.6,301.2,23.6,6.53\ncell-810,south_cluster,18.0,644.0,27.9,30.45\ncell-845,stadium,17.0,135.5,15.1,4.41\ncell-866,stadium,52.4,277.7,38.0,28.70\ncell-874,south_cluster,76.4,622.9,44.0,14.99\ncell-882,south_cluster,51.6,573.5,33.1,15.80\ncell-917,south_cluster,55.2,367.0,46.8,11.56\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": "7b6bb1c9798f1fbbe99ebb0c60920e753ff7ed2b084c3ca13f2206a1c9cecd9b", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,north_cluster,62.9,473.9,44.1,12.16\ncell-173,hospital_zone,47.0,346.7,42.0,19.82\ncell-199,hospital_zone,58.4,66.3,33.6,0.74\ncell-226,stadium,71.5,329.1,44.1,11.65\ncell-265,stadium,86.5,37.4,53.2,3.66\ncell-311,south_cluster,69.2,556.1,39.5,16.10\ncell-352,hospital_zone,34.1,285.7,27.0,33.92\ncell-390,stadium,54.8,170.6,37.2,15.19\ncell-400,stadium,24.9,626.6,20.0,13.90\ncell-402,south_cluster,28.3,582.0,32.9,19.55\ncell-438,hospital_zone,59.8,298.0,40.2,18.74\ncell-502,north_cluster,73.9,152.1,50.2,10.51\ncell-655,south_cluster,53.3,376.6,38.2,33.69\ncell-725,north_cluster,72.4,139.8,49.5,19.19\ncell-733,north_cluster,59.2,136.5,42.6,29.14\ncell-738,north_cluster,51.9,381.5,31.5,31.89\ncell-756,south_cluster,34.9,248.0,29.0,19.03\ncell-764,stadium,55.6,213.3,39.8,13.62\ncell-801,hospital_zone,55.6,546.1,44.1,30.80\ncell-940,south_cluster,77.9,301.8,42.8,26.43\ncell-994,north_cluster,60.8,39.6,45.6,15.15\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": "c0bfeeb471d6bb8068f575bb652491091d0d0a0591c9a87e552cc8989483e9ab", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-265", "edge_ue_thr_mbps": "cell-199"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0029", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,stadium,63.1,444.1,41.6,32.15\ncell-191,stadium,89.4,295.0,53.1,7.83\ncell-251,hospital_zone,77.9,561.3,60.5,26.71\ncell-337,south_cluster,39.0,384.6,29.2,15.51\ncell-383,hospital_zone,50.3,477.4,38.3,27.41\ncell-413,south_cluster,12.9,251.8,15.8,5.53\ncell-429,south_cluster,46.2,321.5,34.7,21.23\ncell-480,hospital_zone,22.8,437.9,20.3,26.64\ncell-485,stadium,82.1,358.1,50.5,25.91\ncell-495,north_cluster,44.1,384.7,26.9,12.48\ncell-500,north_cluster,39.4,382.4,26.1,26.27\ncell-579,south_cluster,17.0,583.7,17.1,0.94\ncell-624,hospital_zone,76.7,338.3,48.4,21.10\ncell-692,stadium,54.6,302.8,45.3,10.23\ncell-747,south_cluster,64.8,262.6,49.5,8.90\ncell-819,north_cluster,14.2,482.2,15.7,18.28\ncell-841,north_cluster,38.8,214.0,27.1,16.33\ncell-843,hospital_zone,56.9,625.1,40.2,17.60\ncell-955,stadium,47.6,519.4,41.8,9.09\ncell-959,north_cluster,81.6,38.1,50.4,3.27\ncell-998,hospital_zone,52.7,134.0,36.4,22.49\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": "474b65936092fd717665637449722b68353fe8a64dabc3a257d6ff76c7c182a9", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-191", "edge_ue_thr_mbps": "cell-579"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0030", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,stadium,74.4,372.1,44.2,26.10\ncell-103,north_cluster,91.7,532.2,53.5,18.06\ncell-186,north_cluster,22.0,283.7,18.3,10.88\ncell-218,north_cluster,45.0,352.2,37.8,35.40\ncell-221,north_cluster,70.1,518.9,39.5,32.85\ncell-285,south_cluster,59.3,152.1,44.0,22.97\ncell-338,hospital_zone,23.3,111.4,23.1,28.41\ncell-397,stadium,65.0,325.6,46.3,6.16\ncell-428,stadium,43.1,443.3,34.5,25.31\ncell-456,hospital_zone,69.0,340.7,39.3,14.78\ncell-460,south_cluster,48.1,439.2,32.4,8.98\ncell-554,south_cluster,25.8,456.8,25.9,30.92\ncell-569,hospital_zone,38.7,521.7,33.8,24.09\ncell-616,hospital_zone,28.1,645.0,21.8,33.35\ncell-678,hospital_zone,13.4,503.7,19.5,24.08\ncell-799,hospital_zone,25.9,416.9,26.1,1.48\ncell-832,south_cluster,21.5,364.7,23.4,24.58\ncell-843,north_cluster,57.7,409.5,35.9,21.18\ncell-859,stadium,39.1,308.0,27.9,10.38\ncell-887,stadium,43.1,460.4,32.9,21.38\ncell-889,south_cluster,50.3,58.2,36.1,7.48\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": "7b482d75d47bc97b19a051b280b910eb362995fba03042b0eaab018f1c183cbd", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-103", "edge_ue_thr_mbps": "cell-799"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0031", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,34.2,236.8,35.1,21.51\ncell-146,hospital_zone,68.9,595.2,45.8,11.15\ncell-155,hospital_zone,32.1,344.5,25.8,31.37\ncell-188,south_cluster,49.2,382.1,44.4,28.18\ncell-256,hospital_zone,62.7,52.0,50.3,7.51\ncell-388,north_cluster,47.6,452.4,36.1,20.39\ncell-420,south_cluster,35.6,328.9,33.3,1.07\ncell-438,hospital_zone,20.5,110.1,18.4,21.16\ncell-440,stadium,25.9,470.0,31.2,21.18\ncell-533,north_cluster,63.6,251.1,47.0,10.30\ncell-622,north_cluster,31.6,365.8,30.6,10.83\ncell-628,north_cluster,50.7,301.5,38.0,16.76\ncell-640,south_cluster,17.0,646.7,13.6,13.98\ncell-657,hospital_zone,48.0,415.3,31.7,13.48\ncell-673,stadium,20.8,66.3,20.7,7.71\ncell-727,south_cluster,74.0,89.6,48.5,24.83\ncell-753,south_cluster,64.6,351.7,44.2,11.43\ncell-761,stadium,21.8,207.5,17.4,28.95\ncell-787,north_cluster,87.6,35.9,53.0,17.74\ncell-847,stadium,39.4,579.3,32.7,21.20\ncell-891,hospital_zone,46.6,650.1,37.0,31.80\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": "191839c2eb6cbab7cb35a36a9ddd8d70ebe256019f22b43433c5f3ccfffe63f5", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-115,north_cluster,38.9,443.7,33.6,6.12\ncell-144,stadium,25.3,653.5,23.5,10.01\ncell-168,south_cluster,43.5,399.7,30.3,15.77\ncell-181,south_cluster,67.1,169.9,39.4,11.73\ncell-222,south_cluster,29.8,624.3,29.6,21.37\ncell-240,north_cluster,26.5,332.0,21.3,1.62\ncell-257,hospital_zone,35.1,443.8,37.1,31.19\ncell-412,hospital_zone,26.5,307.9,18.6,33.86\ncell-440,hospital_zone,92.2,424.6,63.7,20.85\ncell-503,stadium,17.1,71.7,14.4,8.37\ncell-580,north_cluster,64.6,395.4,41.2,5.89\ncell-588,hospital_zone,40.0,79.3,33.0,12.42\ncell-718,hospital_zone,78.5,396.3,45.7,4.89\ncell-733,stadium,40.9,212.0,29.2,21.76\ncell-779,stadium,78.2,627.3,52.5,11.63\ncell-809,stadium,16.5,234.9,22.3,26.36\ncell-859,north_cluster,57.5,620.3,39.4,27.85\ncell-903,south_cluster,13.1,591.6,19.1,5.25\ncell-920,south_cluster,61.9,97.3,37.5,8.64\ncell-959,north_cluster,59.0,98.4,38.6,14.97\ncell-966,stadium,36.9,319.7,31.1,15.05\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": "0fb08c57e83a29c436a22de24c6e58d706b5e27769a24d834b1a15ab664dc859", "tokens_cl100k": {"telemetry": 566, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-440", "edge_ue_thr_mbps": "cell-240"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0033", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,hospital_zone,92.7,272.0,60.3,11.35\ncell-123,north_cluster,46.8,447.9,39.6,20.91\ncell-148,hospital_zone,78.2,544.4,48.6,21.32\ncell-231,north_cluster,74.5,479.3,52.7,19.25\ncell-266,south_cluster,42.9,552.4,32.6,34.55\ncell-304,hospital_zone,85.9,597.5,54.9,23.45\ncell-350,north_cluster,64.8,367.0,39.0,33.96\ncell-352,hospital_zone,26.4,295.1,28.4,5.02\ncell-390,stadium,85.1,566.9,45.3,25.61\ncell-474,stadium,15.2,634.9,19.6,31.27\ncell-480,stadium,38.4,441.4,35.2,34.43\ncell-536,stadium,52.4,536.1,42.2,20.34\ncell-694,south_cluster,40.6,175.2,27.4,0.44\ncell-785,hospital_zone,51.4,456.0,38.0,10.59\ncell-898,hospital_zone,51.2,246.8,39.6,21.38\ncell-914,south_cluster,64.0,576.1,50.1,10.19\ncell-916,south_cluster,36.2,38.8,30.1,29.76\ncell-940,north_cluster,37.4,638.9,29.9,4.45\ncell-951,south_cluster,45.7,137.3,37.0,7.94\ncell-958,north_cluster,28.6,101.9,25.6,5.15\ncell-974,stadium,19.0,324.4,29.4,33.80\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": "7064b38056f5294d8cf66522c260d6951ef70832cea282949d0ae3f13ea4ad84", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-134,hospital_zone,32.1,136.7,30.9,6.39\ncell-162,south_cluster,31.0,295.9,27.0,13.70\ncell-217,stadium,85.6,423.9,58.3,8.12\ncell-279,stadium,33.4,208.2,22.5,30.41\ncell-284,south_cluster,40.8,205.3,36.3,22.13\ncell-301,hospital_zone,36.0,189.4,32.8,33.63\ncell-344,stadium,77.5,535.6,52.6,15.60\ncell-345,north_cluster,45.5,391.9,29.5,7.63\ncell-370,north_cluster,19.4,485.0,27.2,23.61\ncell-387,hospital_zone,59.4,490.0,35.3,10.20\ncell-582,south_cluster,17.0,445.3,16.1,23.07\ncell-588,north_cluster,31.7,285.0,26.8,2.40\ncell-608,north_cluster,60.0,362.5,46.0,22.96\ncell-615,stadium,19.0,409.2,21.6,30.74\ncell-671,north_cluster,16.9,413.5,23.0,15.50\ncell-685,hospital_zone,28.7,251.8,25.0,14.86\ncell-687,south_cluster,78.0,102.9,50.8,15.48\ncell-712,stadium,35.6,392.6,30.6,11.92\ncell-799,hospital_zone,69.2,272.4,47.4,11.21\ncell-891,south_cluster,36.5,119.1,28.1,31.78\ncell-955,north_cluster,27.5,330.3,32.6,23.07\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": "bae3dadc870fcc774ca0b082b13ff5011728ef171da43ec3911e83038aaf6a64", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-217", "edge_ue_thr_mbps": "cell-588"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0035", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,hospital_zone,67.1,74.5,43.4,5.07\ncell-113,south_cluster,13.5,551.2,17.8,14.17\ncell-126,south_cluster,56.6,69.9,41.8,18.39\ncell-134,stadium,80.2,592.1,55.2,14.67\ncell-152,stadium,74.0,410.1,47.9,20.35\ncell-200,hospital_zone,85.6,582.8,49.9,17.58\ncell-216,hospital_zone,33.2,325.4,27.0,17.21\ncell-283,stadium,76.9,603.4,57.3,22.06\ncell-305,hospital_zone,41.3,277.9,30.0,25.07\ncell-382,hospital_zone,27.5,506.3,34.5,0.98\ncell-483,stadium,35.7,121.1,30.0,22.18\ncell-571,north_cluster,68.8,291.3,51.4,6.92\ncell-588,hospital_zone,24.8,255.4,26.5,27.94\ncell-608,south_cluster,69.0,47.3,47.9,5.78\ncell-609,north_cluster,68.5,339.5,40.9,25.97\ncell-742,north_cluster,28.1,124.0,29.1,33.13\ncell-753,stadium,44.7,118.6,31.5,23.96\ncell-759,south_cluster,39.8,477.0,33.4,14.74\ncell-927,north_cluster,92.7,281.7,64.4,15.06\ncell-986,south_cluster,49.3,100.7,40.3,27.19\ncell-992,north_cluster,55.3,317.5,35.5,28.36\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": "c7374b9bc5f523b19a921fbe5bd26d44f9cf80c7dc9d22d787f7cf27a4eb9f56", "tokens_cl100k": {"telemetry": 567, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-927", "edge_ue_thr_mbps": "cell-382"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0036", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-172,north_cluster,16.8,229.7,24.0,27.67\ncell-245,stadium,90.6,585.0,58.1,9.13\ncell-280,stadium,65.0,60.2,46.2,9.40\ncell-302,stadium,28.2,336.9,28.1,24.07\ncell-319,hospital_zone,52.0,284.4,40.6,33.83\ncell-335,stadium,47.9,280.3,43.8,26.46\ncell-457,stadium,78.7,388.6,48.6,13.30\ncell-487,north_cluster,79.4,523.0,48.7,29.18\ncell-499,hospital_zone,17.0,498.8,15.5,10.31\ncell-549,hospital_zone,73.2,360.8,55.0,21.39\ncell-556,stadium,56.6,181.1,43.8,13.36\ncell-570,south_cluster,45.9,615.0,34.6,4.41\ncell-614,south_cluster,49.1,362.6,32.7,22.04\ncell-648,hospital_zone,31.9,353.6,27.6,30.92\ncell-698,south_cluster,83.6,348.7,51.7,15.43\ncell-706,north_cluster,68.2,109.3,49.1,8.37\ncell-795,south_cluster,32.2,152.2,36.8,32.28\ncell-799,hospital_zone,28.8,428.3,28.9,31.33\ncell-861,north_cluster,67.5,459.0,40.1,30.74\ncell-964,north_cluster,35.0,230.6,32.7,14.91\ncell-975,south_cluster,39.8,146.2,29.6,1.82\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": "824a07413cf40b07bdcfaec687e3af822860bda5c8095c29eaf2ca65092a0797", "tokens_cl100k": {"telemetry": 566, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-245", "edge_ue_thr_mbps": "cell-975"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0037", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,north_cluster,71.4,196.9,56.5,24.41\ncell-111,hospital_zone,76.3,175.1,43.0,26.02\ncell-115,south_cluster,14.9,388.0,20.2,31.73\ncell-158,south_cluster,38.9,128.3,25.5,9.79\ncell-159,stadium,44.6,523.0,37.7,30.25\ncell-232,south_cluster,48.7,454.4,32.3,11.86\ncell-347,stadium,37.0,94.1,36.7,15.92\ncell-416,north_cluster,63.1,239.2,48.9,24.03\ncell-421,north_cluster,63.5,253.2,51.3,25.69\ncell-427,stadium,21.3,587.0,29.6,23.11\ncell-491,stadium,14.1,188.7,16.2,32.88\ncell-598,hospital_zone,64.7,75.2,36.9,26.07\ncell-602,stadium,25.8,278.8,28.6,24.75\ncell-610,south_cluster,70.0,556.7,50.6,10.31\ncell-668,hospital_zone,44.8,523.4,38.8,18.14\ncell-775,north_cluster,56.5,63.3,41.1,21.96\ncell-812,south_cluster,86.9,523.1,61.0,13.70\ncell-872,stadium,30.9,344.3,34.0,21.07\ncell-884,north_cluster,17.6,470.2,21.5,8.69\ncell-956,hospital_zone,44.8,498.8,34.8,1.43\ncell-962,hospital_zone,77.5,205.5,59.8,9.49\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": "7bf4558bcc4160fd170277888149016fbdbc6ca6a6480dd3d8e5d4ab7d4b35f2", "tokens_cl100k": {"telemetry": 566, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-812", "edge_ue_thr_mbps": "cell-956"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0038", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,hospital_zone,29.3,274.1,26.5,15.50\ncell-161,south_cluster,44.2,487.1,39.7,28.35\ncell-166,south_cluster,67.9,382.6,42.9,33.74\ncell-240,hospital_zone,46.4,80.2,36.6,24.89\ncell-304,north_cluster,54.4,47.8,40.8,22.70\ncell-382,stadium,57.9,134.4,46.7,8.17\ncell-394,north_cluster,25.1,219.3,25.5,9.31\ncell-397,south_cluster,57.0,317.5,36.1,17.06\ncell-419,north_cluster,72.8,418.3,46.6,18.12\ncell-470,south_cluster,40.6,182.9,29.5,0.01\ncell-494,stadium,46.2,399.2,34.4,17.18\ncell-505,south_cluster,55.9,226.9,35.2,22.91\ncell-600,stadium,69.5,560.8,50.3,4.50\ncell-637,north_cluster,57.4,137.0,37.9,29.59\ncell-639,stadium,97.4,272.9,56.1,2.68\ncell-742,hospital_zone,26.0,443.2,24.9,26.26\ncell-763,south_cluster,63.6,419.5,42.1,26.15\ncell-811,hospital_zone,87.4,632.3,56.9,34.05\ncell-861,stadium,23.3,172.6,20.8,10.75\ncell-891,hospital_zone,51.6,466.7,34.2,7.12\ncell-972,north_cluster,53.8,153.8,41.3,8.07\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": "8aca81b5714c4edcb440b9997308f78b7a1ace4ea2dfa00ae03effda8c8d06f7", "tokens_cl100k": {"telemetry": 567, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-639", "edge_ue_thr_mbps": "cell-470"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0039", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-222,stadium,48.2,177.1,28.2,6.78\ncell-313,north_cluster,30.6,640.4,22.6,23.55\ncell-353,hospital_zone,67.5,138.5,48.8,23.90\ncell-371,south_cluster,81.5,445.1,53.3,34.68\ncell-397,north_cluster,48.1,628.7,39.6,25.32\ncell-419,north_cluster,25.9,571.3,28.6,14.09\ncell-455,north_cluster,67.0,74.7,40.2,9.46\ncell-591,south_cluster,23.6,377.3,26.7,1.31\ncell-603,hospital_zone,81.6,527.8,49.6,16.70\ncell-629,south_cluster,68.4,515.4,44.6,30.05\ncell-696,south_cluster,54.4,217.1,37.9,31.73\ncell-704,stadium,17.4,396.2,27.7,10.21\ncell-737,stadium,94.3,217.3,61.2,24.78\ncell-763,hospital_zone,63.9,559.9,45.3,21.62\ncell-776,hospital_zone,61.8,326.3,37.5,10.97\ncell-783,hospital_zone,40.9,206.2,32.9,35.07\ncell-829,stadium,54.6,224.7,40.3,19.15\ncell-836,south_cluster,24.1,510.9,17.6,11.31\ncell-851,stadium,70.9,140.4,49.7,20.50\ncell-940,hospital_zone,19.9,161.0,21.6,14.36\ncell-997,north_cluster,77.0,163.5,51.2,9.58\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": "9f19507187ab3d8c3770991118861feda6fbd7b0252c4461da8e74dea0166cbb", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-737", "edge_ue_thr_mbps": "cell-591"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0040", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,north_cluster,44.5,227.6,28.1,1.44\ncell-276,stadium,52.7,336.4,36.8,31.27\ncell-384,north_cluster,38.3,455.6,29.8,15.49\ncell-399,hospital_zone,63.9,620.8,36.7,25.97\ncell-401,hospital_zone,60.8,578.3,46.1,4.53\ncell-404,hospital_zone,88.8,620.4,60.5,7.22\ncell-461,north_cluster,62.9,220.6,43.9,21.22\ncell-492,south_cluster,62.9,581.3,45.1,32.16\ncell-544,stadium,56.5,563.1,44.9,22.94\ncell-660,south_cluster,38.4,337.6,26.2,28.89\ncell-732,south_cluster,41.2,487.0,30.6,34.83\ncell-767,stadium,33.0,82.2,25.6,12.96\ncell-837,hospital_zone,72.4,331.2,45.8,28.11\ncell-856,stadium,32.9,421.7,30.1,17.97\ncell-869,north_cluster,51.8,612.8,38.6,25.22\ncell-876,north_cluster,39.1,512.2,33.8,22.76\ncell-915,south_cluster,22.4,440.5,25.8,5.54\ncell-952,stadium,32.5,575.2,36.1,12.09\ncell-962,south_cluster,27.8,501.9,25.6,12.26\ncell-968,stadium,41.6,130.7,28.2,33.88\ncell-969,hospital_zone,42.5,651.4,37.6,5.78\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": "cd107b0389151f3267bcd7347e18da0510153d6fa8c316473e82eafd88c55b41", "tokens_cl100k": {"telemetry": 566, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-404", "edge_ue_thr_mbps": "cell-108"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0041", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-143,stadium,46.7,241.5,37.3,27.39\ncell-161,hospital_zone,16.6,629.8,23.6,32.04\ncell-211,north_cluster,58.6,287.2,39.0,17.80\ncell-229,stadium,75.3,444.9,48.1,6.69\ncell-245,hospital_zone,35.8,518.3,35.1,17.31\ncell-288,north_cluster,41.3,316.0,33.5,9.45\ncell-293,south_cluster,66.4,76.3,48.5,13.36\ncell-339,south_cluster,26.3,453.4,23.6,1.87\ncell-447,hospital_zone,71.3,66.0,49.1,19.50\ncell-464,stadium,72.4,141.5,43.6,31.49\ncell-478,hospital_zone,86.4,363.9,55.4,11.36\ncell-499,south_cluster,46.3,165.4,36.0,19.40\ncell-507,north_cluster,42.8,396.5,30.2,15.05\ncell-580,hospital_zone,56.2,524.7,33.3,22.17\ncell-602,south_cluster,55.6,625.2,50.1,19.34\ncell-672,stadium,57.2,636.2,39.8,30.60\ncell-727,south_cluster,28.0,314.1,31.7,11.31\ncell-732,stadium,73.9,404.2,47.9,13.86\ncell-891,hospital_zone,19.2,358.4,21.8,16.03\ncell-955,north_cluster,36.5,128.2,32.1,25.09\ncell-971,north_cluster,36.2,671.0,26.9,21.33\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": "e5815a941e2a726343355066fcf8878bc73b14f3422211f809c9aed2adea3d9b", "tokens_cl100k": {"telemetry": 567, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-478", "edge_ue_thr_mbps": "cell-339"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0042", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,north_cluster,49.4,262.3,38.8,0.35\ncell-164,north_cluster,71.4,584.3,48.9,21.36\ncell-228,south_cluster,55.6,113.4,46.0,9.78\ncell-245,north_cluster,55.8,260.2,34.7,26.30\ncell-269,stadium,31.6,84.6,19.5,9.90\ncell-324,stadium,49.6,298.7,31.1,30.77\ncell-333,south_cluster,74.4,404.4,52.3,23.63\ncell-427,north_cluster,36.9,61.7,28.3,29.84\ncell-435,hospital_zone,30.9,519.5,30.9,33.63\ncell-456,stadium,64.3,134.4,47.3,7.86\ncell-494,hospital_zone,68.8,440.4,55.5,12.88\ncell-653,south_cluster,39.6,224.1,31.0,14.80\ncell-676,hospital_zone,67.7,66.4,41.5,27.64\ncell-696,south_cluster,13.6,405.5,13.7,17.64\ncell-724,hospital_zone,82.3,478.5,49.5,5.95\ncell-793,north_cluster,61.0,320.4,46.3,13.59\ncell-834,south_cluster,47.4,317.6,30.7,33.72\ncell-867,stadium,81.3,594.9,49.5,23.26\ncell-889,stadium,61.1,304.1,37.6,27.83\ncell-942,south_cluster,95.3,345.1,63.7,6.03\ncell-964,hospital_zone,46.9,556.9,34.5,34.25\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": "9beadbd03e5a92bcddd93c14db7b67fcd655422a1f75683abfe48a3b21cf3665", "tokens_cl100k": {"telemetry": 567, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-942", "edge_ue_thr_mbps": "cell-110"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0043", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-244,stadium,90.0,181.0,58.4,17.88\ncell-258,north_cluster,61.6,626.6,46.5,28.89\ncell-340,south_cluster,48.5,113.4,36.9,34.19\ncell-350,south_cluster,62.7,597.4,45.9,8.62\ncell-371,hospital_zone,20.9,110.9,20.3,30.29\ncell-402,stadium,82.4,316.1,53.8,11.12\ncell-471,north_cluster,65.0,614.9,45.9,14.78\ncell-495,south_cluster,85.4,93.1,56.3,10.78\ncell-509,hospital_zone,17.1,121.2,20.4,1.76\ncell-535,hospital_zone,22.4,138.9,20.6,27.29\ncell-595,north_cluster,81.0,144.6,51.1,17.86\ncell-615,stadium,80.8,595.6,55.9,25.17\ncell-618,north_cluster,43.0,358.4,31.0,22.17\ncell-673,hospital_zone,53.0,353.0,44.6,19.53\ncell-676,stadium,68.0,183.6,39.4,3.39\ncell-801,south_cluster,17.4,459.7,21.2,6.78\ncell-832,stadium,56.4,68.4,39.1,9.64\ncell-839,south_cluster,22.2,634.4,18.1,29.06\ncell-840,stadium,61.6,346.4,40.3,7.55\ncell-887,north_cluster,31.9,397.7,23.0,5.51\ncell-949,hospital_zone,26.8,111.0,29.6,19.08\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": "990f96ddacab83c33cfd62eef59eb0c74e339debd748eaeca5e83b18ff915d04", "tokens_cl100k": {"telemetry": 566, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-244", "edge_ue_thr_mbps": "cell-509"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0044", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-148,stadium,18.1,542.9,24.1,14.07\ncell-216,hospital_zone,55.0,22.8,39.9,25.51\ncell-248,north_cluster,33.3,508.5,24.2,34.76\ncell-261,stadium,48.5,81.8,37.8,30.33\ncell-269,north_cluster,75.2,514.2,49.6,19.97\ncell-281,south_cluster,33.5,74.7,25.2,31.09\ncell-297,south_cluster,96.6,82.2,66.2,16.09\ncell-377,stadium,33.2,312.1,31.9,22.76\ncell-392,hospital_zone,61.3,465.2,42.5,5.48\ncell-488,stadium,18.8,210.2,24.7,2.06\ncell-492,stadium,21.5,650.9,14.1,21.21\ncell-524,south_cluster,42.9,500.8,43.3,7.84\ncell-541,north_cluster,16.9,181.9,19.0,16.25\ncell-562,hospital_zone,34.2,626.2,31.9,31.56\ncell-588,south_cluster,25.8,249.3,26.5,7.14\ncell-650,stadium,59.8,499.8,36.4,21.35\ncell-674,south_cluster,66.6,251.3,50.6,28.56\ncell-700,hospital_zone,43.3,405.1,26.4,20.03\ncell-895,north_cluster,76.2,632.7,44.9,6.03\ncell-924,hospital_zone,26.6,308.4,18.8,4.55\ncell-964,north_cluster,78.3,624.2,48.0,10.25\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": "576c1f56dafa1ed1b8949e8211414dcd60d17f5bcf56b5a745f5ae8e051edf12", "tokens_cl100k": {"telemetry": 566, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-297", "edge_ue_thr_mbps": "cell-488"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0045", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-145,north_cluster,47.0,644.9,38.9,6.66\ncell-157,south_cluster,25.3,253.9,24.6,26.83\ncell-169,north_cluster,27.1,432.8,29.7,21.62\ncell-290,south_cluster,34.0,93.0,24.6,29.49\ncell-293,hospital_zone,53.9,124.4,40.9,31.37\ncell-339,stadium,42.8,478.0,33.2,21.29\ncell-400,stadium,46.8,349.2,31.5,33.57\ncell-420,hospital_zone,69.7,523.8,48.0,16.82\ncell-460,stadium,80.5,400.6,54.5,11.94\ncell-469,south_cluster,66.7,88.7,47.3,26.97\ncell-511,north_cluster,88.7,494.6,62.8,33.14\ncell-567,south_cluster,53.9,411.6,35.3,30.34\ncell-571,stadium,49.1,253.3,31.8,27.69\ncell-606,hospital_zone,56.3,101.1,35.5,0.57\ncell-655,south_cluster,65.7,444.6,37.6,25.38\ncell-664,north_cluster,39.4,484.7,25.5,19.17\ncell-739,hospital_zone,79.6,450.4,52.1,5.19\ncell-760,south_cluster,26.3,372.3,27.2,12.90\ncell-784,north_cluster,75.9,420.6,45.9,8.81\ncell-806,stadium,16.2,598.5,16.3,21.48\ncell-959,hospital_zone,56.8,615.6,40.2,14.42\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": "45d7821c7dd024d3b4eaacb0f21a535400ed336e1c5f63aa8866706081a0e91a", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-511", "edge_ue_thr_mbps": "cell-606"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0046", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-149,south_cluster,88.7,111.4,63.5,27.48\ncell-197,hospital_zone,61.1,283.7,46.3,8.75\ncell-204,hospital_zone,33.1,403.1,32.1,19.73\ncell-222,stadium,54.9,231.7,44.7,9.67\ncell-305,stadium,64.6,207.8,35.3,32.76\ncell-336,north_cluster,69.2,625.9,42.6,13.77\ncell-360,north_cluster,46.8,132.2,41.0,12.02\ncell-376,north_cluster,26.6,129.4,26.1,0.88\ncell-440,stadium,67.9,79.8,52.3,13.56\ncell-454,south_cluster,44.0,484.6,32.1,23.17\ncell-502,north_cluster,62.4,185.4,42.9,18.26\ncell-528,hospital_zone,53.2,75.4,36.1,30.04\ncell-535,south_cluster,20.5,115.0,17.6,5.33\ncell-556,stadium,50.9,276.2,44.8,35.48\ncell-632,south_cluster,64.1,109.5,41.2,13.27\ncell-663,stadium,46.6,580.3,43.2,3.94\ncell-690,hospital_zone,54.5,586.7,38.4,13.09\ncell-712,hospital_zone,44.4,217.9,25.6,20.02\ncell-729,south_cluster,67.6,502.4,52.9,12.11\ncell-898,stadium,68.1,610.1,54.2,32.99\ncell-970,north_cluster,44.0,139.3,32.8,33.35\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": "4de793896aa2a88918b1398c779c5b1e20854b614bf01664b1b90492fa18a78f", "tokens_cl100k": {"telemetry": 566, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-149", "edge_ue_thr_mbps": "cell-376"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0047", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,south_cluster,51.2,46.0,34.4,26.74\ncell-116,north_cluster,60.7,304.8,41.6,10.70\ncell-151,stadium,30.4,459.0,22.4,16.10\ncell-197,south_cluster,71.2,384.1,44.6,25.56\ncell-221,hospital_zone,43.3,446.8,37.2,1.00\ncell-233,north_cluster,42.4,322.5,36.4,28.94\ncell-275,hospital_zone,82.6,491.6,56.4,32.78\ncell-364,hospital_zone,40.5,522.5,26.4,11.43\ncell-381,stadium,35.6,405.5,33.1,5.02\ncell-406,stadium,18.5,485.8,16.3,15.71\ncell-439,north_cluster,83.2,163.6,50.9,23.62\ncell-441,south_cluster,86.7,71.9,51.2,30.40\ncell-616,stadium,45.3,203.0,35.7,20.82\ncell-637,hospital_zone,80.4,223.0,50.2,21.57\ncell-643,north_cluster,96.1,457.5,56.6,13.69\ncell-746,south_cluster,49.5,542.5,40.8,33.97\ncell-759,north_cluster,65.3,252.2,49.5,17.39\ncell-825,stadium,31.0,567.5,27.8,27.59\ncell-860,hospital_zone,55.5,240.5,47.8,32.37\ncell-957,south_cluster,19.6,595.7,27.5,17.79\ncell-976,hospital_zone,19.3,626.7,20.2,11.87\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": "271e6c0dd56265706b5041da22ee98af063da146ffa558d11fd26a80f40e3fde", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-643", "edge_ue_thr_mbps": "cell-221"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0048", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,stadium,20.1,400.7,14.0,13.65\ncell-259,south_cluster,65.6,572.9,45.2,13.65\ncell-261,north_cluster,35.4,380.5,22.9,24.46\ncell-297,hospital_zone,28.3,333.7,20.1,17.92\ncell-302,stadium,39.3,533.8,28.8,29.25\ncell-442,hospital_zone,20.8,433.2,20.6,21.19\ncell-524,north_cluster,64.2,427.0,39.8,19.72\ncell-611,south_cluster,63.3,452.6,43.3,23.63\ncell-642,hospital_zone,54.4,230.6,37.1,21.89\ncell-682,hospital_zone,76.9,632.6,51.9,21.83\ncell-731,south_cluster,21.2,231.1,18.0,16.89\ncell-739,south_cluster,48.7,516.9,28.9,18.65\ncell-763,stadium,78.6,328.0,49.4,32.04\ncell-782,stadium,76.6,306.3,50.5,33.30\ncell-783,stadium,80.5,306.4,50.4,12.22\ncell-798,north_cluster,51.9,322.4,43.3,30.95\ncell-800,south_cluster,19.4,244.6,23.9,24.92\ncell-873,north_cluster,63.7,507.0,40.7,14.04\ncell-879,south_cluster,34.5,533.7,29.3,22.74\ncell-901,north_cluster,96.6,279.4,64.4,17.38\ncell-930,hospital_zone,42.7,80.2,33.8,1.69\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": "eeff9f4142973111089e2a287ad7b07a355a44b24d8a6053d5aa2bbf9b1939c1", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-901", "edge_ue_thr_mbps": "cell-930"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0049", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,south_cluster,15.1,217.2,14.7,14.58\ncell-113,hospital_zone,43.6,410.6,24.3,6.19\ncell-157,hospital_zone,39.2,526.3,28.9,19.05\ncell-160,south_cluster,27.4,446.0,23.7,10.59\ncell-182,south_cluster,61.9,262.0,39.6,22.60\ncell-264,north_cluster,34.2,275.5,34.5,17.30\ncell-280,south_cluster,54.3,198.0,45.6,30.91\ncell-291,hospital_zone,58.2,531.7,37.3,4.77\ncell-410,north_cluster,64.3,399.5,40.7,33.36\ncell-440,stadium,43.9,133.0,30.0,16.63\ncell-445,hospital_zone,44.3,478.7,41.5,19.52\ncell-450,stadium,14.5,233.7,13.4,15.70\ncell-609,south_cluster,71.7,40.8,47.3,11.12\ncell-640,stadium,40.0,100.8,39.0,6.30\ncell-643,stadium,92.8,262.0,58.6,33.50\ncell-646,stadium,51.5,48.5,38.0,18.12\ncell-671,north_cluster,57.1,228.7,32.7,26.32\ncell-677,hospital_zone,62.2,492.6,45.6,14.56\ncell-710,north_cluster,77.9,634.2,55.4,8.06\ncell-902,north_cluster,66.8,97.6,47.2,0.48\ncell-954,north_cluster,62.5,345.7,42.3,27.11\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": "12b33261925c4ca78c1aa3fcee6d62ea734dba9bd1f6ed8423038f832020daf9", "tokens_cl100k": {"telemetry": 567, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-643", "edge_ue_thr_mbps": "cell-902"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0050", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,north_cluster,24.9,502.8,21.5,19.58\ncell-134,south_cluster,41.3,628.7,40.5,16.26\ncell-150,stadium,80.2,586.3,50.9,21.84\ncell-165,stadium,86.4,89.9,56.9,11.65\ncell-211,north_cluster,40.8,236.2,24.7,28.54\ncell-254,stadium,49.8,451.1,36.4,34.97\ncell-431,north_cluster,75.0,431.8,52.0,18.52\ncell-503,north_cluster,30.6,79.9,34.1,19.80\ncell-517,north_cluster,68.2,483.0,51.4,0.29\ncell-733,south_cluster,53.3,273.8,39.8,9.46\ncell-739,stadium,35.1,130.9,30.9,18.26\ncell-765,hospital_zone,28.3,548.9,25.0,32.23\ncell-781,hospital_zone,64.3,238.7,42.5,25.12\ncell-800,south_cluster,58.4,325.1,34.3,30.44\ncell-813,hospital_zone,62.7,71.4,39.7,11.02\ncell-818,south_cluster,52.7,450.8,41.3,4.13\ncell-822,hospital_zone,47.5,404.2,30.3,33.96\ncell-834,hospital_zone,74.7,75.5,46.8,23.02\ncell-840,stadium,24.8,547.7,28.2,16.77\ncell-922,stadium,66.3,334.1,53.1,19.41\ncell-986,south_cluster,47.4,626.2,36.3,11.56\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": "e6847654aa3f2925de24f5d7917f1f9bfb1d3bcc54ccc4b4edbbf08ea7f0ba14", "tokens_cl100k": {"telemetry": 566, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-165", "edge_ue_thr_mbps": "cell-517"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0051", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,hospital_zone,57.1,524.2,44.2,4.48\ncell-149,stadium,27.4,523.0,27.0,6.52\ncell-194,north_cluster,70.5,519.5,53.1,25.72\ncell-225,south_cluster,27.5,270.2,24.8,26.93\ncell-318,south_cluster,59.4,457.6,45.8,29.19\ncell-344,south_cluster,30.2,542.3,31.8,27.32\ncell-361,stadium,68.8,625.3,48.0,27.41\ncell-381,stadium,62.5,627.1,47.5,18.75\ncell-570,hospital_zone,70.5,566.8,49.9,7.22\ncell-639,stadium,30.5,522.2,26.6,4.43\ncell-686,hospital_zone,25.0,240.3,20.2,28.34\ncell-693,stadium,56.1,329.6,45.8,24.96\ncell-696,south_cluster,43.6,117.7,39.9,1.70\ncell-723,hospital_zone,67.9,405.7,49.2,15.42\ncell-728,hospital_zone,79.1,420.1,45.1,5.66\ncell-739,stadium,69.0,272.1,41.6,11.46\ncell-845,north_cluster,94.9,194.0,59.1,33.22\ncell-846,north_cluster,29.7,504.8,24.3,14.81\ncell-868,north_cluster,31.1,379.9,29.8,23.84\ncell-874,north_cluster,60.6,65.6,42.9,27.33\ncell-894,south_cluster,29.6,58.8,25.3,8.02\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": "9ed3d26f897b19871e04cc73fda7f94b274d54848956ee855e5080c257019a1c", "tokens_cl100k": {"telemetry": 566, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-845", "edge_ue_thr_mbps": "cell-696"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0052", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-209,south_cluster,45.1,304.6,30.4,32.82\ncell-221,hospital_zone,30.8,549.7,34.0,27.67\ncell-269,hospital_zone,43.8,386.6,37.8,8.98\ncell-303,stadium,25.6,466.5,19.5,27.31\ncell-364,north_cluster,69.0,362.4,47.8,22.81\ncell-366,stadium,44.8,190.4,31.2,34.17\ncell-493,south_cluster,27.8,92.2,24.4,25.82\ncell-499,south_cluster,26.0,112.5,33.6,14.11\ncell-507,north_cluster,92.5,413.1,57.1,34.24\ncell-514,south_cluster,55.4,186.7,45.5,23.15\ncell-551,south_cluster,22.1,318.0,19.4,13.51\ncell-599,north_cluster,73.7,464.8,55.6,19.72\ncell-656,north_cluster,24.8,103.3,21.8,12.46\ncell-679,stadium,59.2,128.5,47.6,0.04\ncell-685,stadium,67.8,530.4,43.8,21.59\ncell-687,stadium,17.8,484.8,20.7,31.57\ncell-808,north_cluster,51.6,135.8,45.1,31.95\ncell-822,south_cluster,75.4,624.4,52.5,21.18\ncell-846,hospital_zone,52.5,145.9,40.0,28.38\ncell-916,hospital_zone,76.3,101.3,46.2,21.22\ncell-925,hospital_zone,68.7,407.8,53.7,10.61\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": "edd73f7e020307c2eb38d5114f1bff11dc51b6a2321dc1cedea84de7c1ab8ed2", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-507", "edge_ue_thr_mbps": "cell-679"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0053", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,stadium,56.9,452.8,39.2,14.63\ncell-193,south_cluster,45.2,303.0,35.2,14.64\ncell-212,hospital_zone,52.6,216.2,36.2,28.04\ncell-224,hospital_zone,71.2,494.3,49.1,9.45\ncell-248,north_cluster,26.9,295.3,23.3,17.91\ncell-272,north_cluster,24.4,301.3,19.8,9.92\ncell-355,stadium,22.8,553.7,25.7,14.39\ncell-366,stadium,23.5,237.4,23.8,16.42\ncell-418,south_cluster,32.6,481.1,27.8,24.74\ncell-439,stadium,61.4,450.6,38.0,9.25\ncell-468,stadium,70.8,591.8,47.5,10.57\ncell-476,hospital_zone,52.0,440.7,38.3,13.37\ncell-512,hospital_zone,59.1,202.6,40.7,29.23\ncell-525,south_cluster,66.1,205.1,39.2,29.87\ncell-537,hospital_zone,51.3,253.1,41.3,22.87\ncell-568,south_cluster,55.9,279.8,35.6,22.73\ncell-635,hospital_zone,31.7,270.8,30.6,0.91\ncell-880,north_cluster,61.8,493.6,38.3,18.67\ncell-892,south_cluster,65.3,368.9,47.1,31.92\ncell-921,north_cluster,88.6,108.1,56.3,15.96\ncell-955,north_cluster,31.9,319.2,32.3,14.60\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": "fb2400ce07ec69f79fdd29f87be20fc2ea288a16880e3bfc6c3ec8e3ffdfb741", "tokens_cl100k": {"telemetry": 567, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-921", "edge_ue_thr_mbps": "cell-635"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0054", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-149,hospital_zone,32.2,137.5,28.7,11.83\ncell-183,north_cluster,23.5,568.7,27.7,5.17\ncell-219,north_cluster,71.3,647.1,49.0,4.25\ncell-308,south_cluster,24.0,482.3,28.2,16.64\ncell-373,stadium,40.2,429.0,29.1,9.65\ncell-438,stadium,31.3,144.5,26.9,9.62\ncell-446,hospital_zone,74.8,210.0,48.9,14.46\ncell-462,south_cluster,71.4,242.9,46.2,18.42\ncell-479,north_cluster,73.6,289.3,47.1,13.41\ncell-496,north_cluster,25.6,220.0,26.6,8.65\ncell-516,hospital_zone,71.5,138.5,40.8,15.74\ncell-600,north_cluster,53.4,91.1,35.7,9.42\ncell-623,stadium,95.2,34.5,58.4,7.95\ncell-625,stadium,36.7,558.3,23.2,35.14\ncell-694,south_cluster,51.1,669.1,45.5,0.64\ncell-710,hospital_zone,21.9,247.4,19.9,35.28\ncell-762,hospital_zone,16.6,582.4,17.5,16.26\ncell-791,south_cluster,26.6,514.7,30.8,10.08\ncell-883,south_cluster,54.3,505.1,36.4,12.41\ncell-941,stadium,44.7,361.5,35.6,20.10\ncell-993,hospital_zone,19.8,281.4,27.6,6.27\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": "2ffaa806ae2428e713f73afdcf2d3364fa9bf971b5b5633e7f57e69554ea8c1d", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-623", "edge_ue_thr_mbps": "cell-694"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0055", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-176,hospital_zone,24.7,88.2,25.6,35.22\ncell-236,stadium,23.1,227.2,25.3,34.20\ncell-251,south_cluster,37.9,82.3,35.9,23.05\ncell-274,stadium,83.0,585.7,53.5,23.04\ncell-282,hospital_zone,75.0,349.2,42.7,28.56\ncell-302,stadium,28.2,265.7,27.1,21.79\ncell-457,hospital_zone,21.5,356.3,24.3,13.13\ncell-471,stadium,94.2,481.0,56.4,11.93\ncell-473,north_cluster,59.8,290.6,47.4,18.09\ncell-476,north_cluster,70.4,193.5,44.9,6.49\ncell-504,stadium,80.0,40.4,55.1,10.98\ncell-555,north_cluster,23.8,286.8,24.8,18.97\ncell-559,hospital_zone,55.6,95.8,35.7,17.07\ncell-580,south_cluster,52.4,513.9,35.3,31.54\ncell-592,north_cluster,73.7,205.1,42.3,3.67\ncell-594,north_cluster,73.4,376.6,49.8,13.31\ncell-704,hospital_zone,82.3,240.0,53.4,20.66\ncell-720,hospital_zone,19.1,283.5,23.0,19.90\ncell-730,south_cluster,26.5,241.2,24.4,24.39\ncell-759,south_cluster,25.4,116.6,28.0,33.11\ncell-860,south_cluster,80.1,356.9,57.0,0.21\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": "0dc9812afd830eaf9cc7b79a8e1a211b1c5ffabf1b5f7c3f93bc7ec4a35d2fef", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-471", "edge_ue_thr_mbps": "cell-860"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0056", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,south_cluster,18.0,367.9,24.9,24.74\ncell-129,north_cluster,45.6,494.8,32.3,9.08\ncell-294,hospital_zone,18.3,60.7,26.2,31.23\ncell-406,south_cluster,22.8,75.1,19.3,21.17\ncell-459,north_cluster,52.5,487.9,40.3,33.54\ncell-500,north_cluster,77.5,617.3,51.4,18.18\ncell-512,stadium,52.8,512.6,37.3,5.54\ncell-530,south_cluster,68.2,616.8,43.5,1.74\ncell-579,hospital_zone,86.7,590.5,55.5,13.13\ncell-615,hospital_zone,35.3,604.2,30.2,29.81\ncell-652,hospital_zone,40.9,634.1,36.1,34.94\ncell-659,stadium,38.7,465.5,29.7,20.44\ncell-671,south_cluster,44.8,549.6,39.3,11.75\ncell-683,north_cluster,62.1,441.4,38.6,33.24\ncell-692,stadium,36.8,122.0,36.0,5.27\ncell-733,stadium,39.5,544.8,31.6,23.46\ncell-745,south_cluster,80.5,641.3,50.4,33.97\ncell-746,hospital_zone,75.9,471.9,55.5,32.83\ncell-764,stadium,69.4,91.5,48.9,27.04\ncell-835,north_cluster,42.1,448.4,36.0,12.56\ncell-890,north_cluster,53.6,229.8,37.3,15.26\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": "ad458c3651609ebe88aeb2e8d37ccae172f42a8a1f8d41231e098620acb2b5a9", "tokens_cl100k": {"telemetry": 567, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-579", "edge_ue_thr_mbps": "cell-530"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0057", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-173,south_cluster,54.3,447.1,44.4,17.55\ncell-203,north_cluster,33.3,461.6,31.7,26.34\ncell-225,north_cluster,50.5,93.5,37.7,20.80\ncell-227,stadium,26.3,223.6,19.4,24.57\ncell-235,stadium,72.7,458.9,50.8,26.44\ncell-242,north_cluster,22.7,194.5,27.2,31.18\ncell-324,hospital_zone,21.2,180.4,24.2,6.40\ncell-402,hospital_zone,58.6,629.7,44.7,32.95\ncell-411,hospital_zone,67.9,298.1,49.6,22.42\ncell-450,south_cluster,93.3,372.4,55.6,25.00\ncell-562,stadium,78.6,653.6,50.4,0.01\ncell-571,south_cluster,71.6,305.3,51.2,35.01\ncell-595,stadium,46.5,453.7,36.1,11.90\ncell-635,hospital_zone,58.7,635.3,37.0,31.03\ncell-652,north_cluster,55.4,428.0,35.5,8.15\ncell-687,north_cluster,29.3,252.6,30.9,11.34\ncell-717,stadium,76.3,583.2,48.9,21.47\ncell-755,south_cluster,70.0,415.9,46.2,35.42\ncell-767,hospital_zone,48.9,439.0,30.7,7.16\ncell-791,south_cluster,65.4,604.4,50.7,3.03\ncell-901,stadium,79.1,157.0,60.8,26.68\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": "5305238b701eb3d9a49f95bd4e13a0457ceed8223e10dbb4d0ff016ec23aaea4", "tokens_cl100k": {"telemetry": 566, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-450", "edge_ue_thr_mbps": "cell-562"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0058", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-181,hospital_zone,17.9,589.8,15.4,24.79\ncell-336,south_cluster,91.5,476.7,56.4,30.46\ncell-361,hospital_zone,72.3,383.2,45.5,5.39\ncell-417,stadium,17.6,372.2,16.9,30.69\ncell-433,stadium,54.8,402.0,37.5,31.09\ncell-434,hospital_zone,60.2,276.0,42.0,7.05\ncell-462,north_cluster,26.4,473.9,28.8,30.84\ncell-463,north_cluster,49.7,218.8,42.3,18.73\ncell-473,stadium,77.5,458.4,53.9,11.90\ncell-502,south_cluster,25.3,346.9,25.7,33.92\ncell-536,north_cluster,59.1,351.1,40.7,11.45\ncell-572,hospital_zone,47.4,124.0,34.5,9.89\ncell-612,stadium,19.0,348.7,18.5,22.55\ncell-736,south_cluster,74.9,105.6,56.3,32.85\ncell-756,hospital_zone,33.3,317.4,26.1,10.99\ncell-768,hospital_zone,58.6,114.9,34.9,27.30\ncell-830,stadium,71.1,540.2,49.5,0.30\ncell-894,north_cluster,30.6,585.1,24.3,25.98\ncell-908,south_cluster,68.9,412.2,50.1,18.79\ncell-925,north_cluster,15.0,567.4,21.8,24.49\ncell-945,south_cluster,39.0,135.9,27.1,22.13\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": "5ba9736469e203ee81125e01ee41bdfa1fccba2cfef03817fccfbac19bbea3e2", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-336", "edge_ue_thr_mbps": "cell-830"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0059", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,stadium,95.4,428.7,59.8,6.28\ncell-137,south_cluster,28.8,116.0,28.4,14.03\ncell-182,stadium,50.0,299.0,30.9,10.11\ncell-183,south_cluster,53.8,289.0,40.4,23.11\ncell-191,south_cluster,27.6,383.3,32.9,10.15\ncell-360,north_cluster,56.9,447.7,42.2,6.47\ncell-372,south_cluster,35.3,320.1,22.2,16.74\ncell-387,stadium,44.3,270.4,28.5,5.61\ncell-469,stadium,75.3,508.7,57.4,16.74\ncell-527,hospital_zone,18.5,581.4,22.4,14.17\ncell-561,hospital_zone,41.8,392.4,29.8,2.55\ncell-675,north_cluster,80.4,80.0,47.8,24.95\ncell-702,south_cluster,79.3,556.1,49.6,26.16\ncell-760,hospital_zone,74.3,254.9,48.6,8.54\ncell-767,stadium,23.7,155.3,24.1,18.68\ncell-804,hospital_zone,38.2,515.2,28.2,28.56\ncell-823,north_cluster,63.5,633.0,51.3,28.66\ncell-830,hospital_zone,78.4,365.5,45.7,20.19\ncell-950,stadium,34.4,46.3,29.7,31.36\ncell-952,north_cluster,74.8,615.0,44.3,29.57\ncell-962,north_cluster,63.1,380.7,44.4,15.83\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": "b152d54bce16ab25b0c3d24e793c4988c1bdff75f81b0d1dcd387fb6cd87ee07", "tokens_cl100k": {"telemetry": 566, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-108", "edge_ue_thr_mbps": "cell-561"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0060", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,hospital_zone,69.7,381.0,39.9,33.50\ncell-136,hospital_zone,33.8,621.4,32.1,10.03\ncell-177,south_cluster,19.9,530.4,20.6,22.11\ncell-237,hospital_zone,56.0,627.5,34.0,28.93\ncell-257,south_cluster,84.3,223.3,54.2,17.43\ncell-262,hospital_zone,48.6,567.5,31.2,19.08\ncell-301,stadium,34.1,322.8,35.4,22.08\ncell-465,north_cluster,56.9,387.8,39.2,33.95\ncell-504,south_cluster,71.3,310.0,48.9,15.03\ncell-550,north_cluster,50.4,181.3,39.5,31.01\ncell-578,south_cluster,30.5,526.0,30.8,12.79\ncell-584,stadium,22.3,139.5,19.8,19.26\ncell-602,north_cluster,45.1,314.9,39.5,7.40\ncell-625,south_cluster,16.8,429.6,23.1,35.27\ncell-721,south_cluster,38.4,156.5,34.1,24.63\ncell-801,stadium,72.2,143.9,54.7,23.27\ncell-822,hospital_zone,17.3,40.9,18.8,17.57\ncell-835,north_cluster,32.1,585.7,36.1,28.35\ncell-845,stadium,24.9,493.9,28.6,21.39\ncell-947,stadium,58.6,306.9,42.1,10.11\ncell-948,north_cluster,18.4,560.0,22.9,0.31\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": "1441e77dca5ac1ef99af752b29606b57c4d7b418880da675fedcbef4810daf5d", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-240,south_cluster,50.8,368.0,37.9,11.86\ncell-242,north_cluster,19.3,553.7,17.7,25.89\ncell-258,hospital_zone,76.5,179.7,51.1,23.03\ncell-274,north_cluster,55.0,596.7,33.3,34.21\ncell-285,hospital_zone,18.3,119.8,23.3,18.49\ncell-309,south_cluster,33.0,365.3,30.7,19.59\ncell-320,south_cluster,42.6,450.7,34.2,1.05\ncell-402,hospital_zone,55.5,356.4,37.6,15.06\ncell-441,north_cluster,42.6,57.0,33.5,11.40\ncell-517,hospital_zone,73.1,139.1,50.6,29.61\ncell-538,hospital_zone,35.1,289.0,25.2,12.62\ncell-583,hospital_zone,57.5,449.2,46.2,13.57\ncell-592,stadium,84.9,620.8,58.6,28.93\ncell-614,south_cluster,59.4,42.6,46.2,20.10\ncell-642,stadium,39.1,656.5,36.2,32.87\ncell-748,south_cluster,45.2,370.2,36.1,23.30\ncell-779,north_cluster,39.2,457.5,32.0,29.22\ncell-809,stadium,64.8,440.6,42.3,28.84\ncell-830,stadium,67.4,238.1,49.0,8.83\ncell-856,north_cluster,41.5,271.3,27.5,19.84\ncell-889,stadium,55.4,121.6,41.4,33.94\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": "c2cda7bfc2dac85a0c9f4593130e53d96fc6907c1ed95cffe180a769489f0983", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,hospital_zone,45.7,98.4,32.3,22.22\ncell-209,hospital_zone,14.7,371.3,15.4,32.32\ncell-257,north_cluster,61.6,442.2,38.2,11.70\ncell-304,north_cluster,45.9,618.4,27.8,14.44\ncell-323,south_cluster,29.1,527.2,26.8,29.95\ncell-326,hospital_zone,44.9,517.2,40.5,14.63\ncell-339,south_cluster,57.0,578.6,38.0,21.21\ncell-370,south_cluster,51.9,632.5,35.6,1.54\ncell-391,hospital_zone,71.4,466.7,46.8,26.78\ncell-588,north_cluster,78.3,203.1,48.2,4.94\ncell-667,north_cluster,91.4,599.9,65.1,30.56\ncell-685,stadium,67.4,157.7,38.4,9.64\ncell-733,stadium,41.7,173.0,38.8,28.97\ncell-751,stadium,71.9,439.2,50.6,6.95\ncell-854,south_cluster,48.3,613.4,34.3,17.69\ncell-866,stadium,31.1,459.6,24.8,34.50\ncell-905,south_cluster,59.5,437.0,40.3,13.57\ncell-907,stadium,77.4,369.2,51.6,30.54\ncell-917,south_cluster,55.9,397.8,37.4,27.36\ncell-953,hospital_zone,50.2,502.3,34.9,7.56\ncell-998,north_cluster,33.8,436.5,18.3,27.07\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": "3e6a63c036c382457df9e0c1d32176597d1b6c2275df4825ba7e449934186973", "tokens_cl100k": {"telemetry": 567, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-667", "edge_ue_thr_mbps": "cell-370"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0063", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,south_cluster,65.9,577.9,44.4,20.02\ncell-204,south_cluster,71.9,308.9,49.6,35.06\ncell-283,hospital_zone,84.9,97.5,53.7,19.14\ncell-306,stadium,43.4,483.7,35.8,14.83\ncell-315,south_cluster,34.7,652.6,26.2,19.76\ncell-365,north_cluster,48.5,131.1,36.3,32.18\ncell-459,hospital_zone,76.1,331.7,50.2,26.43\ncell-496,hospital_zone,76.8,156.2,48.5,13.83\ncell-514,north_cluster,68.5,240.8,46.8,11.23\ncell-551,north_cluster,74.6,188.5,40.9,1.12\ncell-569,south_cluster,64.6,305.4,41.3,19.71\ncell-644,hospital_zone,53.8,533.3,34.3,9.67\ncell-664,stadium,67.5,264.7,40.9,31.59\ncell-691,stadium,20.0,430.5,23.5,23.03\ncell-706,south_cluster,57.5,558.5,47.4,25.07\ncell-766,south_cluster,52.6,544.3,37.7,28.33\ncell-775,north_cluster,49.1,477.4,45.0,26.54\ncell-812,stadium,16.4,616.8,15.7,8.93\ncell-859,north_cluster,49.3,224.2,42.2,23.71\ncell-887,hospital_zone,75.7,235.0,51.4,28.09\ncell-915,stadium,67.8,394.1,39.6,18.71\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": "3848fcd27c9af52c45e1d2cb3347bd3e89d43c7a8a8214dc2bb591fcc5a33480", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-283", "edge_ue_thr_mbps": "cell-551"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0064", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,56.5,114.2,41.0,30.44\ncell-203,stadium,25.9,628.4,32.9,30.89\ncell-204,stadium,97.9,184.3,58.9,30.89\ncell-238,south_cluster,83.9,452.4,53.8,10.54\ncell-305,south_cluster,55.0,391.0,37.2,1.69\ncell-315,hospital_zone,74.1,511.1,47.4,24.98\ncell-357,hospital_zone,32.7,655.5,34.8,15.82\ncell-434,north_cluster,81.0,208.5,49.0,18.63\ncell-475,north_cluster,68.4,318.7,54.5,27.56\ncell-521,stadium,66.6,220.1,42.6,20.28\ncell-552,north_cluster,47.8,332.9,31.7,15.84\ncell-558,hospital_zone,35.7,553.9,27.7,29.39\ncell-598,south_cluster,46.8,255.4,37.9,26.61\ncell-689,south_cluster,37.0,524.4,36.0,24.00\ncell-736,south_cluster,36.7,223.5,39.7,16.93\ncell-807,stadium,80.7,328.6,52.4,4.27\ncell-854,hospital_zone,60.1,331.1,38.7,15.51\ncell-858,stadium,33.3,194.6,22.6,7.86\ncell-899,north_cluster,47.5,595.3,41.7,18.90\ncell-934,north_cluster,53.0,317.5,43.3,23.55\ncell-956,north_cluster,31.8,609.7,31.3,28.93\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": "91b9993ece1f2f5490e3fc161818fd5b4d8634ad2af90a6bc3a6e108ec3f87fd", "tokens_cl100k": {"telemetry": 567, "text": 17}, "extreme_cells": {"prb_util_pct": "cell-204", "edge_ue_thr_mbps": "cell-305"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0065", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,north_cluster,94.3,471.2,55.3,23.85\ncell-130,stadium,23.4,504.3,21.8,31.98\ncell-160,stadium,67.6,430.6,39.4,11.59\ncell-263,stadium,28.7,617.3,22.0,29.99\ncell-270,south_cluster,23.1,456.5,20.3,6.80\ncell-275,south_cluster,69.5,44.0,43.1,25.43\ncell-312,hospital_zone,82.4,578.3,48.7,9.62\ncell-314,north_cluster,52.3,458.5,35.7,22.58\ncell-366,hospital_zone,14.4,162.6,16.9,29.50\ncell-491,north_cluster,37.9,504.6,36.8,14.38\ncell-524,hospital_zone,74.7,45.0,41.6,30.01\ncell-579,hospital_zone,83.3,65.8,51.9,24.62\ncell-602,south_cluster,56.6,647.2,44.9,28.75\ncell-606,stadium,45.8,209.2,28.7,8.50\ncell-620,north_cluster,32.2,222.1,26.4,24.72\ncell-749,south_cluster,59.3,448.2,39.2,33.29\ncell-797,south_cluster,64.1,453.7,38.3,14.03\ncell-878,stadium,21.4,490.6,21.5,24.95\ncell-901,north_cluster,63.7,65.9,39.8,31.76\ncell-952,hospital_zone,21.9,265.4,25.4,18.73\ncell-957,south_cluster,37.7,303.5,36.5,2.37\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": "4ddb82ba7f3d744c0d5075ce4ddb6ae9aff9c0e9ae6d48a4597db8e8fc6414fc", "tokens_cl100k": {"telemetry": 567, "text": 44}, "extreme_cells": {"prb_util_pct": "cell-102", "edge_ue_thr_mbps": "cell-957"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0066", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,stadium,57.0,249.6,48.5,21.67\ncell-124,south_cluster,80.2,204.6,54.4,6.56\ncell-197,south_cluster,71.4,358.1,46.1,12.63\ncell-208,south_cluster,37.5,403.8,27.3,20.88\ncell-264,hospital_zone,35.1,91.8,29.5,1.14\ncell-275,north_cluster,22.5,609.2,25.2,5.78\ncell-337,hospital_zone,32.8,455.8,34.7,23.14\ncell-362,stadium,64.0,604.2,45.1,7.56\ncell-394,stadium,45.4,381.9,35.6,7.07\ncell-429,north_cluster,52.9,384.2,35.9,31.42\ncell-444,north_cluster,65.7,261.3,39.3,28.36\ncell-453,stadium,63.7,63.7,43.0,28.24\ncell-478,stadium,37.7,208.2,21.9,26.58\ncell-501,hospital_zone,76.1,618.1,43.4,11.27\ncell-672,south_cluster,55.1,348.1,38.3,30.61\ncell-815,south_cluster,88.5,48.5,61.2,30.59\ncell-881,north_cluster,63.4,552.1,48.6,17.98\ncell-886,north_cluster,64.6,264.4,41.9,26.40\ncell-930,hospital_zone,33.0,644.2,28.5,9.95\ncell-975,hospital_zone,23.6,501.6,22.5,27.59\ncell-993,stadium,19.6,120.9,22.1,22.71\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": "82795f80735c46aeca8a7bf903021afb1e5885fe2f29863d1db23d84efefe0a2", "tokens_cl100k": {"telemetry": 566, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-815", "edge_ue_thr_mbps": "cell-264"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0067", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,42.9,136.0,26.6,34.23\ncell-141,south_cluster,62.3,326.1,40.1,12.42\ncell-240,north_cluster,78.6,648.2,50.7,18.16\ncell-291,north_cluster,18.0,645.5,16.4,31.32\ncell-301,stadium,62.2,451.0,38.3,10.02\ncell-306,hospital_zone,92.3,252.0,58.5,9.34\ncell-313,stadium,61.5,488.1,47.8,3.77\ncell-333,hospital_zone,60.6,345.3,46.8,23.19\ncell-467,south_cluster,61.5,387.4,50.3,18.51\ncell-547,hospital_zone,50.6,372.0,45.5,16.50\ncell-560,south_cluster,32.1,529.7,29.4,31.07\ncell-575,stadium,57.4,429.0,37.1,24.18\ncell-600,hospital_zone,28.4,622.8,16.7,26.53\ncell-632,north_cluster,13.7,123.1,19.1,10.83\ncell-709,north_cluster,75.0,652.8,50.2,0.98\ncell-764,stadium,58.5,414.4,42.2,4.20\ncell-780,stadium,27.4,641.9,20.5,26.70\ncell-793,south_cluster,20.5,266.3,17.4,7.99\ncell-830,hospital_zone,20.8,571.8,19.1,11.40\ncell-936,north_cluster,71.1,156.0,47.8,31.63\ncell-997,hospital_zone,62.0,332.7,43.9,23.65\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": "ee7545e473504a86e746395059be0f1d211229eb5e0145b7af6f1dcbcae1a856", "tokens_cl100k": {"telemetry": 567, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-306", "edge_ue_thr_mbps": "cell-709"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0068", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,61.8,314.7,44.3,17.11\ncell-200,hospital_zone,72.7,437.7,51.2,34.56\ncell-230,stadium,20.8,82.2,16.6,29.65\ncell-261,south_cluster,38.9,521.6,35.1,32.86\ncell-318,stadium,29.9,510.2,26.4,32.15\ncell-357,hospital_zone,43.9,515.0,39.7,28.92\ncell-425,stadium,76.9,602.5,46.2,32.96\ncell-485,hospital_zone,77.2,407.4,43.9,14.26\ncell-560,north_cluster,22.0,188.7,19.3,19.93\ncell-594,south_cluster,26.6,261.9,31.0,29.15\ncell-600,north_cluster,69.7,142.5,44.4,0.70\ncell-629,north_cluster,55.0,195.8,46.9,31.70\ncell-688,hospital_zone,19.8,362.4,21.2,7.81\ncell-693,south_cluster,88.3,651.8,55.2,22.42\ncell-905,hospital_zone,78.8,590.8,44.6,33.16\ncell-930,south_cluster,38.0,437.2,29.4,12.76\ncell-938,south_cluster,41.4,468.6,34.7,32.71\ncell-973,north_cluster,24.5,33.1,23.8,18.34\ncell-976,north_cluster,77.7,482.1,49.6,9.79\ncell-980,stadium,82.5,648.3,46.8,23.07\ncell-998,stadium,76.4,179.8,54.2,29.65\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": "73648247015938ee75dd75f66fe565d2aa4075bb6d189d1a54ff258d4e005bca", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-693", "edge_ue_thr_mbps": "cell-600"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0069", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,49.9,469.4,29.4,29.28\ncell-142,hospital_zone,18.9,146.8,14.1,21.10\ncell-151,stadium,25.6,572.7,23.6,27.92\ncell-174,north_cluster,42.4,491.2,31.6,24.66\ncell-201,south_cluster,46.8,642.6,35.3,1.77\ncell-277,stadium,21.5,199.2,32.6,33.36\ncell-329,stadium,60.2,54.1,43.2,24.75\ncell-348,south_cluster,41.9,493.7,34.5,13.39\ncell-354,north_cluster,44.8,440.8,35.8,29.24\ncell-451,stadium,92.7,151.2,58.0,29.65\ncell-470,north_cluster,74.3,352.7,45.3,13.46\ncell-549,north_cluster,41.1,250.6,23.0,29.35\ncell-652,hospital_zone,37.1,489.0,35.2,31.52\ncell-686,hospital_zone,18.4,362.3,22.8,6.50\ncell-758,hospital_zone,45.1,142.7,31.4,7.80\ncell-862,south_cluster,24.3,100.7,22.7,34.89\ncell-866,north_cluster,63.6,152.3,41.5,12.90\ncell-898,south_cluster,59.2,416.6,45.4,24.59\ncell-932,stadium,71.8,639.9,43.5,29.46\ncell-940,north_cluster,41.5,572.4,30.7,5.83\ncell-946,south_cluster,78.5,217.9,56.4,13.86\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": "f22954a8c7f2ea39c3c34e2ca5d7381998db1c6f0653ce7302863c2667b1cb59", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-451", "edge_ue_thr_mbps": "cell-201"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0070", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,hospital_zone,42.3,101.4,32.7,32.74\ncell-122,south_cluster,54.3,593.8,40.7,5.27\ncell-131,north_cluster,61.8,643.0,32.8,24.83\ncell-280,hospital_zone,48.6,610.2,33.9,27.69\ncell-305,stadium,27.1,131.3,34.4,22.61\ncell-308,stadium,56.7,260.0,43.1,10.66\ncell-313,south_cluster,72.6,182.5,53.6,29.57\ncell-333,south_cluster,20.3,127.5,26.4,20.32\ncell-388,hospital_zone,30.4,144.6,24.9,33.65\ncell-412,stadium,65.5,138.1,47.2,10.87\ncell-436,hospital_zone,30.6,568.3,27.6,25.70\ncell-548,north_cluster,70.0,531.8,55.5,30.53\ncell-566,south_cluster,50.4,405.2,38.0,20.31\ncell-622,hospital_zone,34.2,609.1,31.0,7.10\ncell-623,stadium,42.0,513.7,31.8,0.02\ncell-641,north_cluster,35.0,544.6,31.1,9.55\ncell-686,south_cluster,55.2,580.4,40.4,23.79\ncell-739,north_cluster,16.6,582.8,20.2,13.52\ncell-754,north_cluster,91.8,339.5,58.8,17.52\ncell-828,hospital_zone,60.6,266.3,46.3,26.47\ncell-896,stadium,57.8,309.1,40.2,17.89\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": "9f16d408b2af369e2bc808279f61841a7477aec06c62e17da0b93795b8d8118d", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-754", "edge_ue_thr_mbps": "cell-623"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0071", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,south_cluster,19.6,541.7,24.2,24.45\ncell-326,stadium,76.5,464.0,48.3,17.05\ncell-328,north_cluster,77.3,221.5,48.8,13.19\ncell-335,south_cluster,57.9,198.8,41.5,23.32\ncell-357,hospital_zone,69.0,492.1,49.8,18.50\ncell-359,north_cluster,31.9,646.8,27.3,26.00\ncell-397,north_cluster,22.6,528.0,30.7,5.85\ncell-411,north_cluster,90.9,223.7,54.7,17.01\ncell-414,south_cluster,36.3,376.0,34.9,1.08\ncell-420,hospital_zone,58.7,294.3,39.7,18.17\ncell-422,stadium,73.4,517.4,47.8,4.21\ncell-454,hospital_zone,48.8,629.7,33.0,13.59\ncell-511,hospital_zone,61.8,486.5,51.3,29.80\ncell-611,stadium,28.7,61.3,20.3,16.71\ncell-660,stadium,26.2,562.7,22.3,10.59\ncell-661,stadium,64.5,201.3,40.2,13.39\ncell-740,hospital_zone,30.1,188.9,26.7,19.95\ncell-783,south_cluster,80.7,157.7,46.3,34.02\ncell-805,south_cluster,34.9,605.5,28.6,3.27\ncell-851,stadium,66.5,56.5,48.2,15.70\ncell-963,north_cluster,25.3,361.5,26.8,11.86\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": "ffafa090699b3549056dd5c6c3c566af3d0ff8597c5e0397ddcae6bd7dbc8033", "tokens_cl100k": {"telemetry": 566, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-411", "edge_ue_thr_mbps": "cell-414"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0072", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,hospital_zone,40.2,533.6,32.9,30.52\ncell-116,north_cluster,81.4,97.8,53.2,6.56\ncell-122,north_cluster,78.1,121.8,55.0,30.18\ncell-160,hospital_zone,53.2,551.9,37.6,9.77\ncell-194,north_cluster,74.0,568.4,46.6,25.68\ncell-215,stadium,93.4,164.3,51.1,5.73\ncell-256,north_cluster,49.1,310.2,39.7,10.05\ncell-269,south_cluster,21.7,408.9,22.9,12.68\ncell-275,north_cluster,40.7,402.4,32.0,15.26\ncell-426,south_cluster,79.2,546.9,46.3,20.30\ncell-491,south_cluster,48.3,292.0,33.4,24.67\ncell-582,stadium,72.1,459.3,53.8,25.20\ncell-598,stadium,77.2,299.6,52.5,28.62\ncell-652,south_cluster,21.6,242.7,20.5,2.77\ncell-673,stadium,61.3,64.8,39.5,28.03\ncell-721,hospital_zone,29.6,477.5,27.2,17.96\ncell-812,north_cluster,32.4,619.5,25.0,30.61\ncell-840,stadium,52.0,465.0,32.8,7.41\ncell-877,south_cluster,67.6,150.0,51.4,6.01\ncell-913,hospital_zone,36.9,323.4,22.7,28.25\ncell-954,hospital_zone,21.7,182.9,17.2,25.83\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": "3766af85d511ada6dcd0daf17a1612b4694c5ead4268696c85a466df23b38630", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-215", "edge_ue_thr_mbps": "cell-652"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0073", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,hospital_zone,36.3,363.3,27.7,6.00\ncell-173,hospital_zone,78.7,290.8,47.4,5.33\ncell-189,south_cluster,69.2,99.1,39.6,21.38\ncell-229,north_cluster,18.6,96.2,24.0,20.93\ncell-238,stadium,65.8,170.9,38.9,25.03\ncell-240,stadium,92.9,629.7,57.6,26.97\ncell-274,north_cluster,57.5,345.1,35.5,5.06\ncell-278,hospital_zone,78.5,215.7,52.6,8.10\ncell-349,north_cluster,60.9,342.0,39.9,28.48\ncell-484,north_cluster,23.5,548.6,28.5,31.81\ncell-507,north_cluster,45.7,183.9,37.1,23.38\ncell-517,stadium,31.6,141.2,35.0,13.17\ncell-559,south_cluster,25.1,403.0,31.4,0.26\ncell-600,hospital_zone,37.8,631.4,38.4,19.39\ncell-620,south_cluster,70.4,42.6,45.2,32.25\ncell-670,south_cluster,22.2,418.7,15.1,15.27\ncell-774,north_cluster,45.0,251.3,37.8,31.04\ncell-835,stadium,70.6,552.6,48.3,14.03\ncell-860,hospital_zone,21.2,300.2,18.3,28.59\ncell-902,stadium,63.5,85.2,36.5,3.61\ncell-943,south_cluster,50.4,560.0,36.5,29.79\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": "6e2bd792aeb683e648e43c8ede8cec555ab14c16dad73d5eba3ed2166aa8d930", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-240", "edge_ue_thr_mbps": "cell-559"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0074", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-193,north_cluster,29.5,269.9,20.7,6.32\ncell-194,stadium,37.6,547.7,28.1,34.12\ncell-202,north_cluster,51.1,195.3,33.0,17.49\ncell-277,stadium,64.8,590.3,47.0,11.63\ncell-354,north_cluster,75.7,197.3,54.2,14.24\ncell-385,south_cluster,64.7,114.7,50.9,31.72\ncell-466,stadium,25.0,587.1,23.4,1.39\ncell-505,hospital_zone,54.7,211.2,34.0,16.34\ncell-529,north_cluster,60.1,143.8,46.0,25.94\ncell-559,hospital_zone,18.9,585.5,24.7,12.37\ncell-568,south_cluster,79.6,311.3,47.6,32.95\ncell-597,south_cluster,31.6,182.3,28.5,25.53\ncell-631,stadium,48.6,634.2,36.4,26.61\ncell-642,stadium,17.1,182.7,18.2,33.80\ncell-743,south_cluster,49.6,85.6,37.9,4.45\ncell-775,hospital_zone,65.9,249.2,47.3,5.97\ncell-782,hospital_zone,35.5,136.4,30.3,7.35\ncell-876,south_cluster,45.9,569.6,33.4,28.31\ncell-895,hospital_zone,60.0,567.3,40.8,33.40\ncell-905,hospital_zone,86.7,604.0,52.9,3.85\ncell-942,north_cluster,55.6,299.9,41.4,5.68\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": "0d94c2a3a5c8524ab42223a064f6d931b799996433956046b8e4524f27c1c49c", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-905", "edge_ue_thr_mbps": "cell-466"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0075", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-203,hospital_zone,35.4,336.1,30.3,29.20\ncell-334,stadium,20.0,318.2,28.4,2.79\ncell-352,north_cluster,39.7,568.5,38.9,18.99\ncell-355,south_cluster,50.4,419.8,33.0,31.08\ncell-381,stadium,59.4,297.6,44.6,6.81\ncell-387,south_cluster,77.4,248.8,54.4,9.15\ncell-407,south_cluster,65.9,187.9,43.3,5.19\ncell-476,north_cluster,80.4,547.6,58.0,14.90\ncell-484,south_cluster,94.6,419.3,60.7,9.36\ncell-518,stadium,30.4,192.0,21.6,6.13\ncell-650,hospital_zone,77.1,559.5,57.8,34.11\ncell-662,south_cluster,40.6,390.1,28.3,7.84\ncell-670,stadium,37.3,253.1,26.8,32.98\ncell-700,north_cluster,43.7,396.2,31.6,13.39\ncell-719,north_cluster,80.1,374.5,53.2,29.43\ncell-738,stadium,45.2,374.2,30.1,16.13\ncell-911,north_cluster,37.5,53.6,31.0,7.44\ncell-935,hospital_zone,39.1,177.9,25.5,28.11\ncell-949,hospital_zone,25.1,396.6,26.8,25.31\ncell-969,hospital_zone,80.2,545.1,57.6,23.64\ncell-973,south_cluster,21.5,105.7,21.9,6.89\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": "242673d576e450324ce1b3551c0a60534ad57782bfe665dfec735c6232bad37f", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-484", "edge_ue_thr_mbps": "cell-334"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0076", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-128,north_cluster,45.5,414.2,29.0,20.02\ncell-164,hospital_zone,62.5,101.6,52.7,28.72\ncell-211,north_cluster,50.0,271.1,33.2,22.00\ncell-254,south_cluster,24.5,320.1,24.8,29.21\ncell-331,north_cluster,60.3,595.1,43.9,11.67\ncell-355,stadium,52.8,412.8,39.6,34.14\ncell-357,south_cluster,19.7,338.5,31.0,24.06\ncell-376,stadium,41.5,322.1,29.7,10.63\ncell-470,north_cluster,33.0,153.8,30.7,1.29\ncell-517,stadium,51.5,108.8,40.7,29.72\ncell-633,hospital_zone,44.0,516.6,42.7,6.36\ncell-650,stadium,67.9,166.6,41.2,18.72\ncell-689,hospital_zone,41.7,40.9,37.9,13.05\ncell-713,north_cluster,40.6,528.2,36.6,30.62\ncell-720,hospital_zone,63.3,228.9,45.6,17.08\ncell-752,south_cluster,51.6,219.2,41.7,26.54\ncell-773,hospital_zone,90.3,94.7,51.0,30.71\ncell-780,stadium,52.4,388.3,45.6,3.73\ncell-825,south_cluster,22.4,356.2,26.2,11.11\ncell-881,hospital_zone,50.1,581.4,35.0,33.12\ncell-933,south_cluster,96.9,403.2,55.0,32.69\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": "e6aff388c851e0c40bad2702227410563819addcb74a8a03434f27766eb62fa3", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-933", "edge_ue_thr_mbps": "cell-470"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0077", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-149,north_cluster,74.3,408.7,48.3,31.88\ncell-185,hospital_zone,30.4,439.3,22.2,27.63\ncell-214,hospital_zone,51.2,397.2,44.5,20.28\ncell-215,north_cluster,34.3,627.8,33.8,5.08\ncell-224,stadium,32.1,400.3,35.8,11.55\ncell-272,stadium,44.8,190.1,30.7,18.92\ncell-293,north_cluster,65.6,144.2,49.6,1.37\ncell-312,hospital_zone,69.9,621.2,51.5,33.42\ncell-375,south_cluster,66.1,120.2,47.2,24.60\ncell-499,north_cluster,73.5,81.2,52.6,19.22\ncell-545,hospital_zone,58.2,526.7,47.0,15.35\ncell-568,south_cluster,44.0,606.0,34.2,15.95\ncell-576,hospital_zone,57.4,588.8,41.1,18.51\ncell-639,stadium,73.9,290.9,48.6,12.44\ncell-735,south_cluster,54.4,418.4,37.4,33.72\ncell-760,north_cluster,20.7,389.1,21.3,13.05\ncell-831,south_cluster,27.2,111.0,22.7,25.30\ncell-889,stadium,24.5,189.7,16.6,20.64\ncell-917,north_cluster,62.0,565.7,36.3,4.87\ncell-973,south_cluster,33.2,165.7,27.0,23.46\ncell-981,stadium,87.6,285.6,58.5,8.91\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": "2824c671385e486d04c948c226ab828575d154fa3e0cbfb1b6075a47ca6bfac8", "tokens_cl100k": {"telemetry": 567, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-981", "edge_ue_thr_mbps": "cell-293"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0078", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,south_cluster,75.0,87.2,56.4,29.49\ncell-160,stadium,43.7,359.6,34.2,23.83\ncell-174,stadium,65.7,188.6,36.7,11.58\ncell-194,north_cluster,81.6,130.0,44.0,9.28\ncell-274,south_cluster,93.8,483.4,52.0,17.38\ncell-289,south_cluster,27.7,453.4,24.2,31.96\ncell-405,stadium,63.6,407.6,50.4,26.13\ncell-489,north_cluster,80.6,118.8,58.9,28.01\ncell-525,south_cluster,61.4,240.3,47.8,15.75\ncell-540,hospital_zone,67.5,347.2,41.3,4.99\ncell-541,hospital_zone,35.7,365.0,35.7,13.74\ncell-542,hospital_zone,37.3,111.4,28.6,15.02\ncell-552,north_cluster,74.9,357.8,49.8,26.62\ncell-556,north_cluster,44.9,52.2,32.2,34.40\ncell-559,hospital_zone,22.0,103.3,29.0,35.39\ncell-573,stadium,77.4,268.0,45.4,20.88\ncell-580,stadium,51.4,50.2,41.0,14.50\ncell-631,south_cluster,19.1,477.2,29.8,20.08\ncell-679,north_cluster,19.5,275.6,20.8,0.30\ncell-687,north_cluster,54.2,521.6,46.7,6.00\ncell-865,hospital_zone,72.2,72.5,47.1,24.64\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": "98a3fa0e5d3b9c301afbdd08ce6e261b581b3288f0a03fefd754f5313141fad1", "tokens_cl100k": {"telemetry": 567, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-274", "edge_ue_thr_mbps": "cell-679"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0079", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,hospital_zone,94.8,132.1,65.7,5.95\ncell-118,north_cluster,58.9,165.4,39.4,10.14\ncell-143,south_cluster,25.4,558.8,24.7,24.21\ncell-176,stadium,45.1,148.3,31.5,6.73\ncell-183,south_cluster,30.1,286.7,19.4,4.30\ncell-233,north_cluster,74.4,58.9,50.9,22.21\ncell-261,hospital_zone,48.3,261.9,36.4,28.07\ncell-309,hospital_zone,73.3,236.8,55.0,32.98\ncell-322,hospital_zone,54.0,129.1,46.8,7.50\ncell-365,stadium,48.8,55.4,35.9,1.64\ncell-456,south_cluster,25.4,56.5,27.2,11.42\ncell-511,north_cluster,24.8,218.5,22.1,12.80\ncell-523,south_cluster,36.4,222.6,30.8,12.51\ncell-525,stadium,21.4,602.4,21.7,27.02\ncell-572,north_cluster,29.6,514.6,27.2,19.12\ncell-655,hospital_zone,59.4,482.4,39.3,16.59\ncell-678,stadium,72.9,616.0,49.9,15.11\ncell-709,south_cluster,75.5,306.6,56.4,29.34\ncell-718,north_cluster,17.6,625.9,22.1,15.85\ncell-825,hospital_zone,50.2,184.7,31.5,19.99\ncell-945,stadium,81.6,498.6,55.3,28.62\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": "8eab5fecb69e83b7d841d0ff9acccbaf7d34d2534a4812bd2c36e879b281c962", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-106", "edge_ue_thr_mbps": "cell-365"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0080", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-209,hospital_zone,38.8,473.5,27.4,31.18\ncell-247,hospital_zone,26.3,70.9,23.1,32.17\ncell-286,north_cluster,22.1,322.7,25.3,30.89\ncell-397,stadium,52.8,237.5,31.5,27.04\ncell-461,stadium,71.9,231.0,47.7,4.80\ncell-478,hospital_zone,66.1,559.4,45.2,15.11\ncell-533,north_cluster,52.6,227.3,37.4,23.58\ncell-562,stadium,92.6,213.6,60.4,30.88\ncell-622,hospital_zone,19.5,89.1,12.2,27.96\ncell-624,hospital_zone,42.5,343.2,30.2,18.97\ncell-628,south_cluster,52.4,559.4,37.8,5.07\ncell-676,stadium,26.9,301.9,31.0,31.74\ncell-685,south_cluster,43.5,602.1,33.4,11.84\ncell-743,stadium,33.6,127.6,31.2,32.70\ncell-877,north_cluster,14.8,302.8,19.7,24.30\ncell-885,north_cluster,47.5,400.7,31.0,6.61\ncell-900,south_cluster,40.2,453.7,31.2,2.42\ncell-920,south_cluster,47.4,593.0,38.0,23.57\ncell-923,north_cluster,65.7,262.4,46.2,26.55\ncell-927,stadium,70.4,83.5,41.9,17.55\ncell-976,south_cluster,51.3,522.2,32.2,34.14\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": "24238435f5b0d7ab6e3fadfc0d5799d92c9ba37d7521779915c7e2bb1b664c22", "tokens_cl100k": {"telemetry": 566, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-562", "edge_ue_thr_mbps": "cell-900"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0081", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-104,south_cluster,26.4,514.7,26.6,16.87\ncell-118,south_cluster,29.7,602.2,27.1,26.02\ncell-133,hospital_zone,52.2,181.8,42.9,11.32\ncell-276,south_cluster,87.6,269.0,55.1,9.93\ncell-296,south_cluster,36.4,414.5,31.1,28.45\ncell-323,hospital_zone,47.0,298.3,32.8,33.41\ncell-325,stadium,39.7,495.0,31.6,33.44\ncell-342,south_cluster,74.0,350.7,46.8,8.21\ncell-377,hospital_zone,48.7,208.9,40.8,25.52\ncell-387,hospital_zone,66.6,523.0,47.8,24.15\ncell-502,north_cluster,31.5,426.8,27.2,19.26\ncell-503,hospital_zone,44.9,201.5,34.8,21.64\ncell-576,north_cluster,27.8,260.6,33.1,34.00\ncell-590,stadium,73.6,187.2,47.6,8.33\ncell-602,hospital_zone,43.9,440.2,29.3,25.02\ncell-692,north_cluster,48.1,324.8,34.4,6.03\ncell-763,north_cluster,68.4,60.2,55.8,5.89\ncell-797,stadium,51.0,286.9,31.1,1.68\ncell-836,stadium,12.9,489.9,19.7,16.02\ncell-867,stadium,28.9,400.7,31.3,29.14\ncell-985,north_cluster,53.3,240.1,39.6,22.74\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": "677a595463fb9eac66840949b96e867d0b53310a592d40a3f7a5302b8bcdd2ed", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-276", "edge_ue_thr_mbps": "cell-797"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0082", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,hospital_zone,18.5,142.1,22.5,17.95\ncell-138,stadium,50.3,578.4,35.9,7.69\ncell-165,stadium,32.1,280.7,27.0,30.27\ncell-186,stadium,83.8,547.2,57.3,7.85\ncell-187,south_cluster,14.3,290.4,17.2,32.67\ncell-192,south_cluster,35.3,223.1,30.7,31.99\ncell-248,north_cluster,23.3,259.6,22.5,29.02\ncell-342,hospital_zone,66.6,298.8,49.6,17.59\ncell-383,south_cluster,79.1,480.6,45.1,23.18\ncell-405,north_cluster,32.8,128.5,26.1,26.22\ncell-426,south_cluster,44.7,147.3,33.2,1.30\ncell-490,stadium,26.9,253.7,25.9,27.78\ncell-509,north_cluster,16.7,570.2,22.3,20.05\ncell-513,north_cluster,30.7,341.9,29.0,18.33\ncell-522,north_cluster,48.3,355.3,30.2,16.87\ncell-543,stadium,58.5,439.3,38.6,15.88\ncell-600,hospital_zone,68.1,478.5,50.4,29.62\ncell-606,south_cluster,39.8,298.5,31.9,31.25\ncell-676,north_cluster,73.2,551.9,40.4,4.20\ncell-909,hospital_zone,68.9,600.6,46.8,20.04\ncell-950,hospital_zone,49.1,209.6,36.7,31.00\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": "f9cedb3b1bcd5ab6b143b89b9a74c1c47be72f46c444657eec45642ac322b520", "tokens_cl100k": {"telemetry": 567, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-186", "edge_ue_thr_mbps": "cell-426"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0083", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,south_cluster,90.5,366.9,65.3,24.68\ncell-133,hospital_zone,77.2,536.2,53.9,33.21\ncell-163,north_cluster,59.9,250.1,39.8,23.98\ncell-226,south_cluster,78.1,306.6,44.0,14.65\ncell-291,south_cluster,49.1,369.7,41.9,23.85\ncell-371,north_cluster,21.7,58.9,27.4,19.19\ncell-373,south_cluster,65.3,474.7,49.6,23.12\ncell-433,north_cluster,38.2,49.4,30.7,32.35\ncell-448,hospital_zone,80.2,326.6,49.0,20.31\ncell-488,stadium,69.3,333.5,47.4,28.66\ncell-510,north_cluster,42.6,446.7,34.7,0.41\ncell-523,stadium,21.4,615.5,25.4,15.22\ncell-542,north_cluster,44.6,162.6,29.0,5.06\ncell-563,south_cluster,78.4,166.7,51.5,29.78\ncell-736,hospital_zone,73.6,620.7,48.2,20.11\ncell-746,stadium,69.2,202.8,49.8,10.22\ncell-773,hospital_zone,54.7,267.2,33.2,33.81\ncell-892,hospital_zone,73.1,592.8,54.4,12.94\ncell-897,north_cluster,77.7,599.7,49.4,26.01\ncell-919,stadium,26.0,86.4,22.9,23.36\ncell-953,stadium,74.8,397.6,45.4,11.77\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": "e7c7d31caba7d705dd32219d2cb23ba7a7c67db2202bf12a84df6fc9cedae47a", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-120", "edge_ue_thr_mbps": "cell-510"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0084", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,24.0,543.5,26.5,1.35\ncell-192,north_cluster,34.3,424.7,26.4,16.25\ncell-196,hospital_zone,19.1,276.2,20.8,12.93\ncell-283,south_cluster,87.5,624.8,63.7,27.29\ncell-313,stadium,78.7,39.2,51.3,29.67\ncell-318,north_cluster,66.7,435.1,47.9,16.44\ncell-359,hospital_zone,79.1,345.3,46.1,8.98\ncell-377,south_cluster,28.3,107.9,25.0,18.02\ncell-389,stadium,37.9,404.0,30.3,15.15\ncell-405,hospital_zone,58.4,532.9,38.1,11.26\ncell-423,north_cluster,35.4,597.9,35.1,5.79\ncell-470,north_cluster,16.0,570.0,26.7,26.13\ncell-549,stadium,76.7,147.5,46.1,8.07\ncell-563,hospital_zone,62.5,330.7,43.4,25.69\ncell-690,stadium,48.3,451.1,35.9,33.61\ncell-747,south_cluster,34.2,98.4,34.4,9.68\ncell-759,north_cluster,40.0,636.1,36.9,26.50\ncell-810,hospital_zone,58.0,595.1,34.9,6.55\ncell-881,south_cluster,40.8,395.5,38.2,21.97\ncell-941,south_cluster,15.9,553.7,16.4,33.66\ncell-985,hospital_zone,15.2,522.4,18.0,23.93\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": "4d416f5a25ff136de5ed9ef2b4e60f3a69011f4449fe6d8d556b413e874e2a6b", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-283", "edge_ue_thr_mbps": "cell-126"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0085", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,south_cluster,54.1,267.5,36.7,22.54\ncell-132,south_cluster,18.5,255.6,23.9,5.33\ncell-159,north_cluster,22.0,189.9,22.0,16.91\ncell-217,north_cluster,47.9,367.3,35.6,18.47\ncell-221,hospital_zone,26.7,649.6,28.2,0.71\ncell-250,hospital_zone,19.3,400.1,29.2,6.15\ncell-274,south_cluster,84.4,471.8,55.2,30.47\ncell-283,hospital_zone,32.7,387.4,24.5,32.78\ncell-436,south_cluster,27.4,571.9,33.1,21.38\ncell-550,south_cluster,42.2,92.7,37.5,10.81\ncell-552,hospital_zone,36.2,387.2,30.9,14.83\ncell-562,stadium,49.0,71.5,37.0,20.59\ncell-654,north_cluster,21.2,587.1,28.8,33.20\ncell-682,stadium,31.4,272.6,28.9,33.87\ncell-720,stadium,65.4,434.8,42.0,33.04\ncell-733,stadium,15.8,439.0,17.8,15.55\ncell-778,stadium,29.9,205.2,29.8,28.30\ncell-844,north_cluster,48.8,283.2,37.2,23.79\ncell-885,hospital_zone,32.0,563.4,31.4,28.34\ncell-909,south_cluster,44.0,374.3,38.4,29.43\ncell-968,north_cluster,28.7,555.0,21.8,16.65\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": "5a3bd53cb5b7cfb78e237bba007b386937cd41f8e3f0d0361e921db5434fc1de", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-274", "edge_ue_thr_mbps": "cell-221"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0086", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-168,south_cluster,62.5,264.2,45.6,13.40\ncell-171,stadium,46.4,380.7,38.3,1.95\ncell-180,south_cluster,31.8,405.0,30.9,29.57\ncell-183,hospital_zone,54.2,87.8,40.5,21.10\ncell-242,stadium,25.8,600.0,20.4,21.72\ncell-285,stadium,41.1,483.0,34.0,14.58\ncell-309,hospital_zone,60.8,358.3,39.3,33.00\ncell-354,hospital_zone,61.0,550.0,51.4,8.36\ncell-441,stadium,38.9,610.9,24.0,12.90\ncell-469,north_cluster,44.7,268.5,29.3,30.86\ncell-484,north_cluster,43.4,323.2,31.5,33.63\ncell-486,hospital_zone,66.5,109.6,42.5,21.06\ncell-505,south_cluster,51.5,465.1,30.4,20.42\ncell-558,north_cluster,34.8,363.1,27.0,31.59\ncell-590,south_cluster,22.4,25.3,27.7,20.77\ncell-603,north_cluster,82.7,136.3,55.6,27.57\ncell-636,north_cluster,46.1,465.3,35.3,5.99\ncell-670,south_cluster,70.9,380.0,50.4,14.09\ncell-693,hospital_zone,45.3,104.9,29.2,27.88\ncell-712,stadium,84.0,77.2,53.7,21.20\ncell-969,north_cluster,91.0,510.8,57.3,17.64\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": "59c1454b538e1c86e8faf0bf94d65884a6b76ff662c41347265618d829715083", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-969", "edge_ue_thr_mbps": "cell-171"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0087", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,37.9,408.8,35.7,28.07\ncell-171,hospital_zone,80.6,284.3,49.9,33.93\ncell-182,south_cluster,79.2,287.9,52.8,6.93\ncell-204,hospital_zone,19.1,152.5,26.0,19.34\ncell-265,stadium,56.4,527.2,33.1,28.95\ncell-290,stadium,34.7,461.9,33.8,6.14\ncell-346,north_cluster,43.0,42.2,32.9,27.66\ncell-366,south_cluster,13.6,545.1,29.0,33.71\ncell-390,stadium,35.4,196.7,27.7,12.53\ncell-423,south_cluster,70.8,426.6,43.2,24.32\ncell-484,south_cluster,81.3,465.7,52.4,14.37\ncell-537,north_cluster,34.7,531.4,27.5,1.92\ncell-575,south_cluster,50.4,494.1,27.1,24.20\ncell-655,north_cluster,35.2,542.9,30.8,23.41\ncell-698,hospital_zone,57.9,164.3,38.3,25.26\ncell-766,stadium,64.9,456.7,43.3,21.09\ncell-821,hospital_zone,92.9,369.0,56.7,15.77\ncell-867,north_cluster,29.9,548.6,22.3,8.24\ncell-895,hospital_zone,62.9,560.2,41.3,33.29\ncell-900,north_cluster,30.7,612.6,31.5,22.05\ncell-949,south_cluster,67.6,386.2,53.5,14.37\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": "67821af4c3c3d7a5c3c92ee46a358280fea35f47e6a2de5f8024a58d38173971", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-821", "edge_ue_thr_mbps": "cell-537"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0088", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,63.3,468.3,45.2,17.62\ncell-171,stadium,18.8,297.9,22.8,23.60\ncell-173,north_cluster,64.6,475.9,43.0,8.80\ncell-208,north_cluster,22.7,467.1,25.2,6.03\ncell-242,north_cluster,27.5,82.5,32.5,13.02\ncell-270,stadium,73.8,86.6,43.5,20.61\ncell-335,north_cluster,47.2,97.1,35.0,27.85\ncell-393,stadium,24.1,595.5,23.5,24.70\ncell-420,south_cluster,49.6,589.1,37.4,27.61\ncell-524,hospital_zone,36.1,547.7,32.5,30.91\ncell-554,hospital_zone,43.0,341.1,35.3,9.66\ncell-557,stadium,46.5,300.8,43.6,14.26\ncell-569,south_cluster,20.8,430.7,19.0,1.84\ncell-573,hospital_zone,85.4,358.2,50.6,13.86\ncell-578,stadium,69.4,268.9,43.6,18.01\ncell-583,south_cluster,27.3,206.6,21.7,28.90\ncell-591,hospital_zone,62.7,568.0,39.9,9.68\ncell-811,south_cluster,55.7,141.4,45.8,14.41\ncell-852,south_cluster,21.2,328.0,24.9,26.60\ncell-921,stadium,19.2,110.6,26.3,17.35\ncell-968,north_cluster,52.6,136.9,35.3,15.52\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": "693ee15d8a98659b45227aaaa88deae05b8b286cf52886548989b237ea5812ce", "tokens_cl100k": {"telemetry": 566, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-573", "edge_ue_thr_mbps": "cell-569"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0089", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,stadium,50.6,148.3,34.5,30.44\ncell-146,hospital_zone,34.9,409.1,32.2,12.71\ncell-229,south_cluster,57.4,407.6,44.4,15.97\ncell-253,hospital_zone,71.6,623.3,49.5,6.15\ncell-268,north_cluster,92.0,474.7,62.6,12.59\ncell-273,stadium,24.0,239.4,25.0,0.90\ncell-331,north_cluster,71.8,559.2,47.6,22.22\ncell-445,south_cluster,82.9,472.9,52.1,14.33\ncell-506,north_cluster,20.3,387.4,25.5,5.87\ncell-519,stadium,34.5,124.7,32.7,6.67\ncell-629,hospital_zone,22.5,605.6,18.2,15.04\ncell-679,north_cluster,57.2,315.8,38.1,7.81\ncell-691,stadium,49.4,154.4,32.1,14.04\ncell-717,north_cluster,58.1,431.2,32.2,11.02\ncell-831,hospital_zone,51.3,429.3,34.8,26.62\ncell-839,hospital_zone,59.3,634.1,42.6,30.40\ncell-863,south_cluster,76.2,188.3,48.0,29.46\ncell-912,south_cluster,68.6,423.0,46.0,24.68\ncell-946,south_cluster,55.7,602.9,39.5,27.22\ncell-949,stadium,24.0,276.2,23.1,31.55\ncell-987,north_cluster,43.5,53.9,30.6,30.29\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": "60c17f4a8a1c81eff2d404a33109be4426bc211edf90f9a5c0171f3ea114a06f", "tokens_cl100k": {"telemetry": 567, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-268", "edge_ue_thr_mbps": "cell-273"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0090", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,north_cluster,38.4,434.2,33.1,29.04\ncell-132,north_cluster,83.0,546.5,58.1,30.69\ncell-137,hospital_zone,48.4,92.4,34.0,32.65\ncell-212,stadium,58.3,528.4,45.9,9.31\ncell-362,hospital_zone,38.2,358.5,31.1,20.36\ncell-367,north_cluster,15.8,176.0,12.4,15.46\ncell-427,north_cluster,51.2,473.8,46.8,23.35\ncell-447,north_cluster,21.4,254.6,19.9,19.22\ncell-487,south_cluster,65.9,73.6,43.9,1.99\ncell-501,stadium,90.4,180.2,54.5,13.46\ncell-627,hospital_zone,67.8,520.8,43.0,15.73\ncell-642,stadium,40.6,562.3,23.9,22.35\ncell-676,stadium,85.0,142.5,57.2,22.39\ncell-697,stadium,35.5,537.0,28.8,25.71\ncell-698,hospital_zone,73.1,301.5,49.6,33.24\ncell-728,south_cluster,66.5,169.3,44.0,27.46\ncell-745,hospital_zone,15.9,78.9,23.7,9.92\ncell-769,south_cluster,66.8,60.2,41.8,32.40\ncell-797,south_cluster,46.4,454.4,32.6,14.33\ncell-801,stadium,32.6,402.0,30.1,26.58\ncell-914,south_cluster,75.2,615.4,55.7,25.26\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": "8c215a42ddca10bcaac4405395a6078f91e74d43de6ceb729e1e8136551d3c83", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-175,hospital_zone,47.1,449.1,41.4,23.36\ncell-183,hospital_zone,62.9,258.1,41.4,26.03\ncell-196,hospital_zone,77.6,454.8,50.9,6.75\ncell-215,south_cluster,27.6,645.0,26.2,15.21\ncell-376,north_cluster,52.2,438.2,37.5,10.69\ncell-380,stadium,63.9,544.7,49.8,33.57\ncell-388,hospital_zone,58.0,530.4,41.8,2.40\ncell-414,south_cluster,34.5,379.9,30.5,5.92\ncell-425,south_cluster,15.6,395.4,17.3,29.47\ncell-556,stadium,46.0,573.0,38.8,27.60\ncell-571,north_cluster,35.2,523.9,29.3,31.13\ncell-580,north_cluster,39.2,67.2,31.3,34.81\ncell-590,south_cluster,44.5,92.9,38.3,24.56\ncell-613,stadium,53.7,72.2,34.3,23.57\ncell-619,south_cluster,29.7,419.5,21.2,9.81\ncell-706,north_cluster,59.6,294.9,43.4,23.34\ncell-750,north_cluster,86.1,40.4,60.1,9.37\ncell-786,stadium,67.4,342.3,43.0,32.25\ncell-787,south_cluster,25.2,417.8,26.5,7.88\ncell-937,hospital_zone,38.5,657.3,36.2,11.73\ncell-955,stadium,31.7,608.2,30.5,9.13\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": "53e17e2577677d5e06b136a3410532bbbd16e411abbfb4a15f8e0e7915e8af7c", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-750", "edge_ue_thr_mbps": "cell-388"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0092", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,south_cluster,39.0,478.3,35.7,15.83\ncell-173,hospital_zone,82.8,255.4,48.4,1.53\ncell-279,south_cluster,14.8,439.4,16.8,9.08\ncell-337,stadium,56.8,318.2,36.0,28.38\ncell-347,south_cluster,19.6,250.5,22.8,30.31\ncell-349,north_cluster,41.9,477.5,42.0,6.27\ncell-370,hospital_zone,48.7,533.2,41.5,9.93\ncell-430,stadium,73.2,190.1,51.9,6.82\ncell-452,south_cluster,57.3,135.6,37.1,32.45\ncell-508,north_cluster,31.4,348.7,23.4,11.07\ncell-566,north_cluster,44.2,389.7,29.2,21.69\ncell-605,hospital_zone,21.9,104.7,20.5,8.55\ncell-612,stadium,49.5,190.5,37.1,31.92\ncell-727,south_cluster,76.6,246.2,51.4,19.92\ncell-753,south_cluster,32.1,521.3,22.2,8.76\ncell-760,north_cluster,50.8,54.7,38.0,14.05\ncell-778,north_cluster,16.8,146.6,17.6,8.90\ncell-786,hospital_zone,18.8,518.9,25.2,33.56\ncell-880,stadium,89.8,199.1,62.0,8.97\ncell-935,hospital_zone,31.2,570.4,29.8,18.18\ncell-997,stadium,49.5,607.4,35.2,28.63\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": "e05702b3f2bf21841d9a178a5d8d3a2d8f42a28edf918b6569004648c16b1d76", "tokens_cl100k": {"telemetry": 567, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-880", "edge_ue_thr_mbps": "cell-173"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0093", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-160,north_cluster,59.0,369.6,34.4,20.59\ncell-193,stadium,16.0,207.1,18.2,5.78\ncell-201,stadium,34.1,594.4,26.9,24.37\ncell-215,stadium,19.1,364.3,21.4,8.11\ncell-253,south_cluster,31.6,466.4,30.7,28.77\ncell-290,stadium,87.5,55.1,57.0,25.52\ncell-297,north_cluster,17.6,542.8,25.5,19.95\ncell-324,hospital_zone,39.7,447.2,24.6,7.55\ncell-391,south_cluster,53.4,458.6,37.4,18.43\ncell-425,south_cluster,78.9,148.6,58.0,24.11\ncell-445,north_cluster,54.0,298.5,35.7,33.03\ncell-462,hospital_zone,51.6,304.4,35.7,23.67\ncell-524,stadium,64.1,349.7,45.6,19.37\ncell-666,hospital_zone,27.9,112.4,21.7,17.25\ncell-780,north_cluster,17.7,212.4,29.8,32.67\ncell-821,hospital_zone,62.0,617.2,47.0,9.24\ncell-852,south_cluster,51.2,428.2,40.9,18.20\ncell-885,south_cluster,48.0,270.7,33.4,10.00\ncell-909,hospital_zone,52.4,382.2,44.8,6.04\ncell-913,hospital_zone,69.9,387.7,40.7,13.91\ncell-965,north_cluster,50.5,176.9,35.8,1.88\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": "79fd6826b632aebebb1e793be930985780bd8232f59cefc9fd8f7b84070d0a89", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-290", "edge_ue_thr_mbps": "cell-965"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0094", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,37.7,637.0,30.0,0.84\ncell-185,north_cluster,76.1,190.6,48.0,11.45\ncell-239,north_cluster,61.1,67.4,36.1,32.56\ncell-274,stadium,14.3,135.5,15.9,8.66\ncell-302,stadium,20.9,496.1,18.2,10.62\ncell-336,south_cluster,58.1,247.9,33.9,16.55\ncell-351,south_cluster,37.2,343.9,24.8,7.90\ncell-400,stadium,77.2,499.0,50.8,16.43\ncell-408,north_cluster,69.3,74.4,45.4,34.09\ncell-511,north_cluster,23.7,367.1,24.1,21.68\ncell-543,stadium,64.8,77.6,54.7,20.11\ncell-557,hospital_zone,73.9,84.7,43.7,19.97\ncell-576,hospital_zone,68.0,297.7,44.6,7.98\ncell-619,north_cluster,44.8,421.8,32.7,31.90\ncell-630,south_cluster,22.0,569.2,20.1,11.49\ncell-704,hospital_zone,41.1,98.5,37.7,17.32\ncell-716,hospital_zone,18.0,352.2,25.7,10.96\ncell-744,south_cluster,31.9,518.0,24.1,26.79\ncell-801,stadium,91.8,54.3,56.6,13.42\ncell-989,hospital_zone,33.7,74.9,25.3,31.16\ncell-995,stadium,51.3,326.8,37.9,11.90\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": "c5b8716b8473a4ebebe24684c881279d1c1885fe7f90d82ae4e6f05d201d4952", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,hospital_zone,48.9,609.3,33.8,30.12\ncell-161,stadium,60.5,252.0,35.1,4.51\ncell-284,north_cluster,29.3,504.6,28.0,22.20\ncell-312,south_cluster,60.6,444.6,43.4,6.88\ncell-440,south_cluster,17.3,270.3,24.2,5.34\ncell-499,south_cluster,65.9,437.1,37.3,9.11\ncell-534,south_cluster,34.4,65.0,22.4,12.63\ncell-577,north_cluster,77.0,188.0,54.0,6.85\ncell-634,hospital_zone,55.2,183.2,39.5,20.44\ncell-678,north_cluster,28.2,443.7,28.4,34.59\ncell-706,stadium,67.5,404.1,48.7,1.31\ncell-713,hospital_zone,45.2,158.4,33.2,7.52\ncell-718,hospital_zone,31.9,140.0,31.6,4.90\ncell-738,stadium,61.1,457.8,47.0,25.99\ncell-760,south_cluster,18.8,186.5,22.0,31.14\ncell-823,north_cluster,17.7,312.4,24.1,24.43\ncell-935,stadium,19.7,259.8,28.9,34.74\ncell-938,north_cluster,89.8,644.5,49.2,6.00\ncell-941,hospital_zone,38.2,435.9,25.2,31.39\ncell-968,stadium,62.1,100.4,41.8,11.59\ncell-996,north_cluster,16.5,495.5,19.1,20.57\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": "9dfd17ef3b84b0f226e515b811cfc2cd6e62deadbe215a66c818d9b0ddbbad0e", "tokens_cl100k": {"telemetry": 567, "text": 44}, "extreme_cells": {"prb_util_pct": "cell-938", "edge_ue_thr_mbps": "cell-706"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0096", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-166,north_cluster,43.5,208.6,37.1,23.68\ncell-285,north_cluster,42.8,508.3,29.6,0.87\ncell-294,south_cluster,22.1,401.9,19.0,25.76\ncell-333,hospital_zone,85.1,70.0,65.5,23.24\ncell-400,hospital_zone,28.5,86.1,28.7,28.04\ncell-434,hospital_zone,52.7,412.4,34.2,17.35\ncell-459,stadium,45.5,569.7,36.6,11.31\ncell-485,south_cluster,55.2,275.9,31.9,17.85\ncell-575,stadium,14.6,441.6,16.7,5.95\ncell-607,north_cluster,69.9,615.4,46.8,31.66\ncell-704,north_cluster,18.1,192.5,21.1,26.23\ncell-762,north_cluster,61.1,485.8,39.0,5.01\ncell-796,stadium,57.4,471.9,32.5,27.27\ncell-802,south_cluster,55.0,533.7,44.2,11.83\ncell-816,hospital_zone,37.0,512.1,29.7,10.78\ncell-862,hospital_zone,17.5,251.5,18.2,35.01\ncell-891,stadium,51.9,539.0,40.4,5.69\ncell-918,south_cluster,45.8,175.9,34.4,20.97\ncell-932,south_cluster,20.4,279.0,16.9,5.01\ncell-964,hospital_zone,46.6,664.1,29.2,20.42\ncell-966,stadium,36.3,660.3,33.9,13.69\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": "8b76564f13658087d52814e50c0ed01cf7e7d5f70cba94274bdd130a413e27fa", "tokens_cl100k": {"telemetry": 567, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-333", "edge_ue_thr_mbps": "cell-285"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0097", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,hospital_zone,83.5,244.7,57.4,32.05\ncell-135,hospital_zone,61.1,333.6,49.7,16.15\ncell-140,north_cluster,57.6,211.9,43.7,23.31\ncell-150,south_cluster,70.0,164.6,37.7,14.66\ncell-172,stadium,43.9,342.6,36.4,21.37\ncell-176,stadium,79.7,580.0,44.6,16.07\ncell-181,south_cluster,92.5,303.5,62.5,17.44\ncell-189,hospital_zone,34.7,389.2,32.9,18.68\ncell-320,north_cluster,43.9,315.0,36.5,35.10\ncell-483,stadium,27.5,85.5,24.5,4.13\ncell-525,south_cluster,40.8,488.2,34.0,30.23\ncell-563,stadium,33.0,286.0,29.6,33.92\ncell-606,stadium,38.9,373.5,30.4,14.60\ncell-708,north_cluster,78.3,565.9,47.5,33.22\ncell-791,south_cluster,60.5,439.9,42.7,4.64\ncell-827,hospital_zone,31.6,463.8,18.7,1.14\ncell-854,north_cluster,27.3,260.7,29.4,28.46\ncell-880,south_cluster,72.1,228.6,52.2,33.15\ncell-926,hospital_zone,27.4,537.8,29.5,5.02\ncell-967,north_cluster,33.4,75.2,33.5,7.05\ncell-990,hospital_zone,69.8,427.8,42.7,20.89\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": "d933328f0fc4185a50e1eddb41fb4917af7a1d304fa489333b818eb5cf6be30d", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-181", "edge_ue_thr_mbps": "cell-827"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0098", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-276,hospital_zone,26.5,605.5,17.1,32.24\ncell-353,north_cluster,43.7,473.7,33.7,4.38\ncell-422,north_cluster,32.7,75.8,23.7,8.59\ncell-450,south_cluster,51.7,585.9,40.5,32.06\ncell-618,hospital_zone,22.2,238.0,29.2,21.65\ncell-632,hospital_zone,17.7,314.8,25.0,8.66\ncell-641,stadium,77.6,261.2,46.6,27.78\ncell-704,stadium,42.9,299.4,30.7,15.78\ncell-762,south_cluster,48.5,494.8,34.5,28.24\ncell-772,hospital_zone,61.2,519.4,38.2,28.79\ncell-775,north_cluster,93.8,369.0,57.3,27.21\ncell-797,south_cluster,40.1,563.9,32.6,7.77\ncell-800,stadium,22.6,588.4,16.7,28.73\ncell-815,north_cluster,63.9,85.0,39.4,2.77\ncell-823,south_cluster,62.6,318.6,48.8,0.44\ncell-846,hospital_zone,39.4,190.9,37.9,29.03\ncell-872,north_cluster,64.0,551.1,49.7,25.35\ncell-879,south_cluster,77.6,228.9,51.9,30.93\ncell-935,stadium,30.6,386.0,24.4,24.47\ncell-964,hospital_zone,56.7,156.6,35.5,8.10\ncell-985,stadium,81.1,73.2,55.3,23.58\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": "c537cfcdb97faa3983df1149c72ddf6c00c8701721479fa556d7f436fbc9cedd", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,72.8,594.5,47.4,11.05\ncell-147,north_cluster,19.1,389.1,24.0,11.15\ncell-249,south_cluster,67.8,305.0,44.5,5.06\ncell-282,south_cluster,36.6,281.1,26.5,31.66\ncell-306,south_cluster,65.6,222.2,46.5,23.38\ncell-322,south_cluster,51.9,529.6,40.7,27.34\ncell-385,north_cluster,43.1,474.6,31.0,23.07\ncell-388,stadium,38.7,397.5,28.4,31.20\ncell-451,north_cluster,52.0,278.2,39.4,34.58\ncell-492,stadium,74.7,407.9,53.4,20.58\ncell-646,hospital_zone,42.4,375.4,35.4,24.98\ncell-719,hospital_zone,59.2,532.4,33.9,22.54\ncell-745,north_cluster,97.5,441.6,56.7,26.41\ncell-763,hospital_zone,58.0,381.2,39.9,8.76\ncell-764,stadium,83.3,563.2,47.9,0.18\ncell-817,hospital_zone,62.6,317.6,41.2,24.17\ncell-902,stadium,25.1,168.7,22.5,10.61\ncell-919,south_cluster,84.2,155.5,54.5,30.13\ncell-942,north_cluster,43.1,453.7,30.5,15.53\ncell-946,hospital_zone,85.3,161.4,53.6,30.40\ncell-974,stadium,34.5,210.9,31.8,21.08\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": "803a99bb454d52db01e73a8c8ef2672b37b723ae965c09fcb8c0d24c0a315b5a", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-211,stadium,31.4,184.6,25.1,23.92\ncell-214,hospital_zone,18.7,153.1,26.8,11.72\ncell-235,north_cluster,17.3,56.5,26.8,28.87\ncell-239,north_cluster,57.5,320.9,33.6,20.50\ncell-266,hospital_zone,61.5,381.3,48.6,16.42\ncell-274,hospital_zone,27.0,435.3,23.2,25.36\ncell-305,north_cluster,67.2,497.4,50.0,17.53\ncell-308,south_cluster,32.3,498.1,25.3,33.73\ncell-326,north_cluster,91.5,86.7,65.3,13.66\ncell-437,south_cluster,76.1,321.4,55.3,18.68\ncell-472,stadium,59.2,531.5,44.5,15.68\ncell-477,stadium,82.1,485.9,45.3,14.86\ncell-483,stadium,32.0,358.4,30.6,15.31\ncell-552,south_cluster,33.7,372.2,31.2,22.29\ncell-614,hospital_zone,18.2,613.7,21.8,3.40\ncell-622,south_cluster,55.7,542.8,41.2,3.37\ncell-715,south_cluster,81.1,176.5,59.8,18.47\ncell-819,stadium,45.6,473.0,36.4,24.36\ncell-892,hospital_zone,40.0,490.9,32.5,1.65\ncell-929,north_cluster,51.3,319.7,39.7,4.88\ncell-997,hospital_zone,53.7,123.6,40.5,7.33\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": "45882c9a52399f5e632c474ee91126c2e74b815bdce5d98d18c74dc5f5a3cbe2", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-326", "edge_ue_thr_mbps": "cell-892"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0101", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,stadium,27.5,91.5,27.5,31.03\ncell-135,hospital_zone,39.1,452.8,28.8,27.15\ncell-146,hospital_zone,72.4,450.0,54.5,22.67\ncell-236,south_cluster,66.8,442.8,48.6,23.57\ncell-295,stadium,16.0,439.0,21.2,7.29\ncell-397,south_cluster,34.4,52.4,32.7,4.56\ncell-468,south_cluster,96.5,581.4,60.5,22.95\ncell-560,north_cluster,52.9,110.3,41.6,8.42\ncell-578,north_cluster,23.1,248.3,20.2,25.38\ncell-693,south_cluster,76.5,641.5,43.5,25.70\ncell-703,north_cluster,49.8,407.0,34.2,22.62\ncell-723,hospital_zone,47.7,603.8,28.4,21.47\ncell-742,north_cluster,74.5,320.0,48.3,33.15\ncell-761,south_cluster,51.8,193.8,43.4,34.89\ncell-767,north_cluster,72.3,500.1,56.1,13.31\ncell-789,stadium,51.5,195.1,38.1,13.90\ncell-811,south_cluster,40.6,165.2,35.6,4.71\ncell-915,stadium,48.5,327.0,40.0,1.49\ncell-952,stadium,46.4,224.2,41.4,22.23\ncell-962,hospital_zone,28.0,207.8,23.4,9.78\ncell-976,hospital_zone,34.5,591.5,20.1,17.83\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": "ec099a5d84761b2c86ab5107253e6749b85a79d8891ce2d8ff7f86178a7e6cbc", "tokens_cl100k": {"telemetry": 567, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-468", "edge_ue_thr_mbps": "cell-915"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0102", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,north_cluster,18.5,247.1,17.0,5.35\ncell-154,stadium,69.8,239.8,52.9,6.03\ncell-164,north_cluster,75.2,147.2,57.0,12.31\ncell-189,south_cluster,46.7,648.3,41.4,32.55\ncell-219,south_cluster,40.6,234.5,26.0,29.85\ncell-255,hospital_zone,43.9,333.6,28.1,34.53\ncell-340,stadium,79.5,623.4,50.1,1.01\ncell-366,stadium,63.0,396.4,40.5,16.15\ncell-420,stadium,20.4,84.0,18.4,21.03\ncell-425,hospital_zone,70.8,446.0,46.3,13.61\ncell-427,north_cluster,60.7,268.1,42.2,29.77\ncell-444,south_cluster,54.3,562.6,35.9,32.78\ncell-539,south_cluster,66.7,147.8,51.9,21.58\ncell-601,hospital_zone,19.6,646.2,30.1,28.19\ncell-627,south_cluster,49.5,556.3,30.8,23.46\ncell-637,north_cluster,51.4,160.6,38.3,16.98\ncell-664,south_cluster,76.3,313.2,44.1,9.58\ncell-718,hospital_zone,59.1,593.6,39.6,7.63\ncell-745,stadium,58.4,520.1,45.1,28.45\ncell-747,hospital_zone,58.3,67.7,38.2,24.03\ncell-820,north_cluster,89.5,613.9,57.3,4.55\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": "bbb743f8d4de9feb73bd6a94279c880c9b6cc037469fb3f86ae94701a51d2b1f", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-820", "edge_ue_thr_mbps": "cell-340"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0103", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-180,north_cluster,45.7,120.0,34.1,16.31\ncell-218,hospital_zone,53.4,435.2,40.3,29.35\ncell-225,stadium,19.1,254.5,21.3,23.89\ncell-226,north_cluster,85.4,66.2,58.0,14.19\ncell-267,stadium,59.7,439.0,39.0,32.80\ncell-307,stadium,54.5,52.0,29.2,24.70\ncell-327,hospital_zone,44.5,490.3,33.4,28.06\ncell-335,south_cluster,17.7,549.8,22.3,34.50\ncell-355,hospital_zone,51.0,429.8,39.3,7.61\ncell-367,north_cluster,41.3,421.3,40.2,18.11\ncell-373,south_cluster,70.7,59.6,43.2,17.27\ncell-384,stadium,25.7,380.1,30.6,35.45\ncell-569,stadium,22.9,252.2,24.4,12.46\ncell-605,south_cluster,64.9,189.0,45.3,1.02\ncell-641,north_cluster,32.9,574.9,26.9,29.48\ncell-659,north_cluster,75.4,380.1,57.0,5.61\ncell-693,hospital_zone,19.1,396.4,15.1,13.54\ncell-762,south_cluster,30.1,350.5,28.3,30.07\ncell-785,south_cluster,68.6,346.4,41.3,3.96\ncell-864,hospital_zone,53.7,99.8,41.6,9.86\ncell-878,stadium,72.9,635.0,56.3,20.10\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": "d15c5ce1a04c6205813a89a66849fef463fec9cd163e1dbb67e89ed6bdc51b36", "tokens_cl100k": {"telemetry": 566, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-226", "edge_ue_thr_mbps": "cell-605"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0104", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,stadium,27.2,482.9,32.3,11.48\ncell-131,south_cluster,33.8,98.1,28.1,7.73\ncell-162,south_cluster,19.3,382.6,21.2,21.09\ncell-214,stadium,70.8,297.3,46.8,10.82\ncell-249,north_cluster,73.0,339.5,50.1,9.32\ncell-262,south_cluster,60.6,228.4,37.6,17.29\ncell-304,south_cluster,61.4,378.0,35.5,9.20\ncell-375,south_cluster,35.7,506.6,29.3,33.66\ncell-504,north_cluster,71.8,219.1,54.6,11.32\ncell-515,north_cluster,32.4,454.9,29.0,19.39\ncell-598,hospital_zone,49.2,377.4,43.8,11.59\ncell-602,hospital_zone,67.8,42.7,44.8,32.50\ncell-655,hospital_zone,24.0,72.0,24.1,0.80\ncell-657,hospital_zone,38.0,537.6,32.2,4.49\ncell-678,stadium,40.1,548.8,36.3,32.40\ncell-702,north_cluster,20.7,342.8,18.5,15.08\ncell-779,north_cluster,43.3,110.1,34.0,18.94\ncell-898,stadium,29.3,535.2,23.6,9.71\ncell-905,hospital_zone,23.0,380.4,24.2,12.32\ncell-909,hospital_zone,73.6,350.9,48.3,8.79\ncell-946,stadium,91.1,535.0,50.5,5.31\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": "068c0b908f9700610ff686af11fb44fb7ecf4cde9e07d8529114b3df79d8cb73", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-946", "edge_ue_thr_mbps": "cell-655"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0105", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,north_cluster,91.7,95.0,60.0,10.30\ncell-170,stadium,80.2,336.9,55.6,30.59\ncell-177,south_cluster,18.5,413.4,13.9,1.14\ncell-235,north_cluster,83.7,189.4,59.2,28.48\ncell-236,stadium,77.8,445.3,52.2,19.65\ncell-323,south_cluster,36.3,77.6,33.2,13.35\ncell-327,south_cluster,53.2,601.9,43.9,16.04\ncell-337,north_cluster,59.4,216.2,36.8,4.07\ncell-372,hospital_zone,27.7,148.6,25.6,23.78\ncell-410,north_cluster,64.0,249.3,43.2,7.23\ncell-423,hospital_zone,18.2,222.7,24.3,24.32\ncell-435,hospital_zone,71.7,596.1,51.4,12.41\ncell-487,stadium,37.0,399.6,30.5,25.19\ncell-497,stadium,21.5,345.8,20.7,17.56\ncell-498,south_cluster,64.8,147.4,46.6,11.68\ncell-555,north_cluster,17.9,307.8,29.6,18.20\ncell-589,south_cluster,47.3,327.9,40.3,18.25\ncell-774,hospital_zone,34.0,133.8,28.9,26.59\ncell-797,south_cluster,54.6,349.1,32.8,30.04\ncell-822,hospital_zone,26.9,124.3,26.2,12.88\ncell-854,stadium,37.2,189.1,27.3,6.12\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": "d65aa387c13ff3ebfb8945182285b34ce693b96b37466a8b5788a2db49407cf6", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-151", "edge_ue_thr_mbps": "cell-177"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0106", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-150,north_cluster,58.7,104.3,35.1,0.13\ncell-170,hospital_zone,31.4,350.0,22.3,35.21\ncell-207,hospital_zone,49.9,463.0,40.5,10.18\ncell-289,stadium,22.9,597.9,18.4,32.57\ncell-303,north_cluster,18.1,597.3,15.1,32.71\ncell-322,stadium,38.8,600.6,38.9,27.97\ncell-331,stadium,13.3,336.9,20.0,24.58\ncell-359,south_cluster,31.2,104.0,22.5,22.49\ncell-384,north_cluster,77.2,310.7,44.2,10.40\ncell-394,hospital_zone,66.1,413.5,39.9,18.78\ncell-437,hospital_zone,46.5,313.5,30.7,23.34\ncell-467,stadium,65.4,286.8,42.5,13.83\ncell-505,south_cluster,64.3,306.0,41.7,14.02\ncell-573,south_cluster,89.6,305.1,61.1,32.36\ncell-591,north_cluster,48.7,267.1,35.6,34.52\ncell-610,south_cluster,61.3,307.7,43.3,18.41\ncell-644,south_cluster,58.9,444.9,44.8,28.36\ncell-751,hospital_zone,21.3,490.2,25.1,27.35\ncell-764,stadium,72.6,369.1,49.9,10.86\ncell-912,north_cluster,18.5,270.0,18.9,33.83\ncell-980,stadium,43.6,309.4,35.7,27.26\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": "d4b71c276a724e7c3a13e1f89ae0d23cfd4a97c701a4aaf070e6236ee56822b8", "tokens_cl100k": {"telemetry": 566, "text": 18}, "extreme_cells": {"prb_util_pct": "cell-573", "edge_ue_thr_mbps": "cell-150"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0107", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-148,stadium,56.1,250.7,34.8,6.48\ncell-155,south_cluster,72.8,552.0,47.4,16.12\ncell-175,hospital_zone,52.1,469.7,35.5,12.64\ncell-259,hospital_zone,50.7,300.9,30.3,17.62\ncell-299,south_cluster,42.2,599.7,38.4,22.46\ncell-369,hospital_zone,36.7,582.0,28.4,0.15\ncell-372,north_cluster,86.5,393.8,55.7,20.18\ncell-426,north_cluster,61.4,440.0,38.8,31.09\ncell-437,stadium,25.6,145.5,20.5,23.48\ncell-465,north_cluster,59.0,532.3,38.1,4.35\ncell-473,south_cluster,38.7,108.7,32.3,29.24\ncell-577,stadium,60.7,153.5,45.3,19.91\ncell-621,hospital_zone,74.3,581.9,49.3,15.43\ncell-697,stadium,43.2,184.7,37.5,3.78\ncell-717,north_cluster,64.0,297.3,46.9,16.53\ncell-774,hospital_zone,64.4,625.8,39.1,11.97\ncell-877,south_cluster,14.6,555.7,21.1,5.19\ncell-930,north_cluster,64.7,254.7,36.7,31.29\ncell-980,hospital_zone,28.9,289.3,34.3,17.65\ncell-983,south_cluster,56.6,636.3,47.0,8.06\ncell-988,stadium,53.2,160.6,40.7,19.45\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": "83bacb39be6fea413c969aaeb733a8062a77f57488cd4ddf522104b89414d3b9", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-372", "edge_ue_thr_mbps": "cell-369"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0108", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,north_cluster,68.0,23.2,39.3,29.87\ncell-120,north_cluster,56.6,347.5,44.9,19.21\ncell-288,stadium,89.2,226.5,55.6,18.05\ncell-292,south_cluster,46.9,515.6,35.8,1.89\ncell-393,stadium,28.8,653.4,26.7,6.63\ncell-413,hospital_zone,23.1,215.6,19.4,13.98\ncell-461,north_cluster,63.2,656.7,48.3,26.24\ncell-494,stadium,81.2,96.1,53.5,23.47\ncell-528,north_cluster,62.5,278.0,48.3,31.08\ncell-567,hospital_zone,97.7,121.1,59.5,12.44\ncell-617,hospital_zone,36.4,206.8,30.9,18.89\ncell-633,hospital_zone,56.5,388.4,45.9,26.00\ncell-640,hospital_zone,78.6,72.4,58.0,6.97\ncell-706,south_cluster,48.1,363.8,35.5,27.89\ncell-769,north_cluster,56.1,554.7,41.5,18.67\ncell-774,south_cluster,39.8,41.0,31.5,19.50\ncell-831,stadium,80.5,566.7,52.7,26.26\ncell-852,stadium,60.6,537.1,35.7,16.40\ncell-893,south_cluster,43.1,543.4,35.5,26.22\ncell-899,hospital_zone,43.1,262.5,27.9,30.44\ncell-913,south_cluster,31.0,62.4,22.5,15.11\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": "e2bf1d0031d0718a5b1f1c7cfc377f26f64f79ac92e5f50747f1f54323cde86b", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-239,north_cluster,54.4,578.8,41.3,32.47\ncell-245,north_cluster,56.9,565.8,41.1,30.74\ncell-276,south_cluster,70.8,441.7,55.7,27.04\ncell-303,stadium,66.3,227.7,40.0,4.44\ncell-375,hospital_zone,26.5,545.8,25.1,19.11\ncell-437,hospital_zone,57.1,427.5,40.7,13.78\ncell-492,south_cluster,71.7,196.8,43.7,24.26\ncell-538,north_cluster,38.9,575.4,29.9,27.14\ncell-685,north_cluster,40.4,438.1,39.1,29.68\ncell-738,south_cluster,21.1,455.3,23.9,12.48\ncell-760,hospital_zone,42.5,512.9,34.3,33.83\ncell-775,hospital_zone,53.6,613.7,41.2,34.60\ncell-792,stadium,24.5,244.4,24.6,33.10\ncell-819,hospital_zone,51.3,187.8,40.8,16.22\ncell-885,south_cluster,75.5,636.7,48.3,0.69\ncell-915,stadium,46.9,129.6,40.0,27.93\ncell-932,stadium,29.7,362.1,20.3,3.65\ncell-940,stadium,33.6,71.7,28.5,14.10\ncell-953,hospital_zone,90.8,91.6,58.2,14.74\ncell-984,north_cluster,62.5,410.2,38.2,16.04\ncell-996,south_cluster,29.6,59.7,24.9,4.37\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": "2aa748b49fb49aa017b223c0eadfd3187aaad7c7a21e4ca452756ed74361b000", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-953", "edge_ue_thr_mbps": "cell-885"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0110", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,stadium,77.4,64.4,55.6,14.43\ncell-111,north_cluster,58.2,629.0,35.7,5.30\ncell-169,north_cluster,76.6,189.3,57.3,28.10\ncell-251,hospital_zone,27.4,291.9,30.0,23.74\ncell-253,south_cluster,45.6,455.5,25.8,15.76\ncell-287,north_cluster,27.5,79.9,27.0,20.39\ncell-398,stadium,41.1,99.5,30.6,13.38\ncell-406,stadium,45.2,427.8,34.8,2.17\ncell-445,stadium,37.9,629.7,26.7,15.90\ncell-457,stadium,18.8,40.3,20.8,14.00\ncell-613,north_cluster,24.4,503.4,29.1,28.35\ncell-670,hospital_zone,34.9,539.3,24.1,31.38\ncell-723,hospital_zone,26.7,446.9,21.7,13.91\ncell-756,hospital_zone,54.9,141.5,41.4,8.52\ncell-772,south_cluster,64.9,387.4,44.2,34.32\ncell-806,hospital_zone,17.2,207.8,17.6,20.50\ncell-866,hospital_zone,62.3,566.4,38.6,17.75\ncell-908,north_cluster,25.9,245.9,26.3,15.82\ncell-920,south_cluster,81.5,98.0,56.4,31.80\ncell-925,south_cluster,48.6,56.1,33.7,21.87\ncell-949,south_cluster,87.3,457.6,54.4,13.86\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": "78607c0c5e1a64a3b014e1e64a836634c0f4e8eb68ab5bc1a1771eb063475882", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-949", "edge_ue_thr_mbps": "cell-406"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0111", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,stadium,53.5,400.0,37.7,14.11\ncell-115,stadium,33.0,443.6,23.5,7.84\ncell-178,stadium,82.4,272.6,53.8,33.62\ncell-233,north_cluster,72.1,157.4,47.0,30.44\ncell-332,north_cluster,51.3,537.5,35.1,33.14\ncell-358,north_cluster,69.6,86.3,50.8,32.89\ncell-380,hospital_zone,70.7,275.3,45.2,30.36\ncell-456,south_cluster,22.0,339.9,27.0,33.07\ncell-505,stadium,24.8,530.1,17.9,1.25\ncell-546,hospital_zone,40.2,324.1,34.7,29.96\ncell-552,hospital_zone,29.2,105.8,22.1,22.20\ncell-618,north_cluster,19.5,74.5,24.6,11.84\ncell-630,south_cluster,94.1,392.8,51.0,13.32\ncell-661,stadium,79.8,400.3,58.4,30.55\ncell-665,north_cluster,18.1,384.4,19.6,14.43\ncell-676,hospital_zone,32.4,263.4,29.7,10.20\ncell-754,stadium,45.9,563.9,38.6,6.19\ncell-843,south_cluster,47.9,582.6,37.6,26.30\ncell-850,south_cluster,60.7,212.0,46.4,6.24\ncell-913,south_cluster,46.3,164.2,32.0,20.28\ncell-998,hospital_zone,60.6,382.4,34.9,9.47\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": "5b988e37c1fed0ac755a16686136d14cb04a88a6b5847a065643b4ef1ed08699", "tokens_cl100k": {"telemetry": 566, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-630", "edge_ue_thr_mbps": "cell-505"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0112", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-160,hospital_zone,49.1,305.3,35.8,6.63\ncell-221,south_cluster,75.2,79.2,48.6,24.11\ncell-255,south_cluster,16.5,114.5,30.4,15.59\ncell-281,south_cluster,30.6,266.8,32.1,19.00\ncell-364,hospital_zone,25.4,203.2,24.2,24.11\ncell-411,north_cluster,76.2,379.4,51.4,12.86\ncell-494,hospital_zone,38.1,396.2,32.7,24.50\ncell-544,north_cluster,60.6,110.4,48.8,22.75\ncell-615,north_cluster,30.7,66.5,32.3,34.01\ncell-630,hospital_zone,68.1,350.4,52.4,27.84\ncell-661,north_cluster,75.8,389.2,56.4,23.16\ncell-675,stadium,48.6,572.8,41.2,19.18\ncell-682,stadium,58.2,365.4,42.1,32.04\ncell-803,stadium,70.5,110.1,46.8,15.47\ncell-838,stadium,18.5,87.5,12.6,0.03\ncell-872,south_cluster,81.4,389.9,48.5,12.82\ncell-892,stadium,79.4,480.4,47.9,15.62\ncell-899,hospital_zone,96.1,565.6,59.5,31.92\ncell-938,north_cluster,46.7,29.7,44.9,33.65\ncell-947,south_cluster,47.4,457.3,35.7,6.03\ncell-980,stadium,48.8,195.9,28.7,12.25\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": "f370f7c9bdb38be1b40aacb717039ec1b443d05e0887a9c5f44ab78460bf511d", "tokens_cl100k": {"telemetry": 566, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-899", "edge_ue_thr_mbps": "cell-838"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0113", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,stadium,70.1,184.7,45.9,6.97\ncell-148,stadium,19.8,515.0,25.2,31.92\ncell-164,stadium,34.9,551.0,26.0,27.25\ncell-191,stadium,77.4,124.4,58.6,11.12\ncell-206,stadium,43.0,523.0,35.3,16.44\ncell-243,hospital_zone,65.6,112.0,44.3,5.88\ncell-272,north_cluster,39.2,504.4,32.3,24.24\ncell-275,south_cluster,68.2,204.4,50.8,15.48\ncell-296,hospital_zone,29.6,165.1,25.5,18.52\ncell-333,south_cluster,75.5,373.5,45.4,30.32\ncell-357,north_cluster,78.6,175.5,44.7,13.83\ncell-433,north_cluster,74.6,283.1,48.1,22.61\ncell-460,hospital_zone,30.2,315.7,26.7,10.68\ncell-594,hospital_zone,32.4,168.7,29.1,19.70\ncell-605,north_cluster,83.5,401.2,53.9,12.78\ncell-630,south_cluster,58.8,301.4,41.0,1.80\ncell-671,south_cluster,37.0,513.1,38.1,30.84\ncell-700,north_cluster,93.4,176.7,65.7,6.54\ncell-719,north_cluster,56.4,265.1,32.3,33.38\ncell-764,south_cluster,68.3,315.1,51.4,13.98\ncell-883,hospital_zone,40.9,521.2,30.7,11.46\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": "c6de629915110e8a5b81d808e489619f84f06e83ce589a71c41418fe8d07e93f", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-700", "edge_ue_thr_mbps": "cell-630"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0114", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,stadium,76.1,377.8,50.9,13.53\ncell-137,hospital_zone,70.0,466.3,54.8,1.06\ncell-162,north_cluster,80.6,49.0,48.3,27.42\ncell-247,south_cluster,40.9,205.9,39.3,29.80\ncell-282,north_cluster,15.1,326.0,21.2,33.17\ncell-301,south_cluster,20.9,543.5,24.8,32.33\ncell-321,stadium,96.9,655.7,54.4,13.92\ncell-323,stadium,28.3,323.1,32.6,5.65\ncell-370,south_cluster,49.7,193.2,36.2,23.24\ncell-387,stadium,32.1,626.0,32.6,31.95\ncell-455,north_cluster,18.3,136.5,20.7,26.81\ncell-467,north_cluster,77.9,164.5,54.0,30.43\ncell-468,south_cluster,42.7,458.4,36.6,8.05\ncell-470,south_cluster,71.1,394.0,40.1,12.83\ncell-476,hospital_zone,57.6,536.0,31.2,9.38\ncell-486,north_cluster,48.6,155.5,34.8,13.37\ncell-593,hospital_zone,73.1,605.3,44.7,11.62\ncell-712,north_cluster,56.0,267.8,40.2,20.24\ncell-765,hospital_zone,36.4,586.1,24.1,8.13\ncell-876,stadium,45.9,401.9,36.5,4.78\ncell-884,hospital_zone,80.2,78.4,48.2,33.01\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": "1a7ca45a5caf2f4847ffe5a4a69d6482e1b77876759e48494bfe136a1c8db305", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-321", "edge_ue_thr_mbps": "cell-137"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0115", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-164,south_cluster,38.7,447.2,31.3,26.13\ncell-187,south_cluster,43.3,78.1,32.1,19.22\ncell-244,stadium,53.2,613.0,29.5,8.70\ncell-309,south_cluster,32.0,456.1,31.1,35.07\ncell-317,south_cluster,57.5,567.4,45.2,12.66\ncell-337,stadium,58.9,517.0,39.4,14.93\ncell-396,north_cluster,50.7,334.3,41.3,27.26\ncell-405,north_cluster,77.4,558.5,52.4,33.07\ncell-411,stadium,36.9,266.0,29.3,20.04\ncell-412,south_cluster,79.8,187.5,51.8,1.17\ncell-428,north_cluster,36.6,52.9,36.1,27.29\ncell-434,hospital_zone,25.7,479.5,27.2,7.09\ncell-571,stadium,59.1,602.1,45.0,34.01\ncell-667,hospital_zone,25.5,366.2,21.1,32.35\ncell-725,stadium,55.0,654.8,39.4,9.27\ncell-784,north_cluster,14.8,631.5,17.8,6.87\ncell-867,north_cluster,50.6,237.5,30.9,21.59\ncell-886,hospital_zone,91.3,369.3,49.9,16.09\ncell-912,hospital_zone,71.7,621.6,49.9,6.17\ncell-935,stadium,17.3,246.9,24.2,11.57\ncell-939,hospital_zone,29.1,465.4,30.6,8.53\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": "e15c7fd0bc0b47338ad5c68274dd2064f499bbf985343507fa82a16de903ecd9", "tokens_cl100k": {"telemetry": 566, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-886", "edge_ue_thr_mbps": "cell-412"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0116", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-220,hospital_zone,16.2,226.4,26.0,31.58\ncell-313,south_cluster,89.0,575.1,60.9,14.15\ncell-340,hospital_zone,30.0,170.5,24.5,5.16\ncell-433,stadium,14.8,348.9,25.2,9.09\ncell-492,stadium,46.5,354.1,33.9,16.45\ncell-503,north_cluster,31.5,293.9,27.2,28.36\ncell-515,north_cluster,25.4,458.5,24.3,0.81\ncell-525,hospital_zone,64.6,98.8,47.6,26.94\ncell-550,stadium,78.2,89.4,54.7,12.97\ncell-563,south_cluster,48.8,248.7,35.5,11.82\ncell-565,north_cluster,41.0,457.3,26.6,15.75\ncell-645,south_cluster,50.2,262.2,38.2,28.39\ncell-721,stadium,29.2,133.9,24.2,11.39\ncell-755,north_cluster,56.6,436.0,37.7,33.70\ncell-822,north_cluster,66.2,541.9,46.2,20.51\ncell-880,hospital_zone,40.6,631.7,37.4,12.28\ncell-914,south_cluster,78.8,423.2,49.3,26.78\ncell-915,hospital_zone,56.4,92.7,37.6,10.18\ncell-967,north_cluster,36.2,329.0,29.4,16.50\ncell-968,south_cluster,80.2,360.4,50.9,26.55\ncell-991,stadium,27.5,487.4,28.9,17.02\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": "7d5df803911eaa2ad33b491d171b26b0e90460fed777dfc97873bdb933143613", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-313", "edge_ue_thr_mbps": "cell-515"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0117", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,33.5,85.1,32.6,10.73\ncell-155,south_cluster,19.6,291.5,18.6,17.19\ncell-220,hospital_zone,73.4,415.4,45.8,19.69\ncell-228,north_cluster,70.0,486.6,51.5,19.43\ncell-244,north_cluster,20.7,369.6,20.9,18.58\ncell-304,south_cluster,29.7,658.5,27.2,30.46\ncell-327,south_cluster,48.7,245.3,38.3,10.08\ncell-344,stadium,23.3,509.0,20.0,3.68\ncell-430,north_cluster,42.0,171.5,32.0,0.73\ncell-444,hospital_zone,33.9,232.6,27.9,32.88\ncell-513,stadium,63.7,249.1,43.9,6.73\ncell-516,south_cluster,56.7,417.6,36.3,11.66\ncell-564,hospital_zone,30.8,227.0,31.7,9.23\ncell-593,hospital_zone,91.9,600.4,55.7,21.29\ncell-626,south_cluster,67.4,236.4,46.3,6.53\ncell-678,north_cluster,47.9,126.8,35.2,14.26\ncell-818,hospital_zone,67.0,98.7,47.9,26.11\ncell-863,stadium,16.6,380.4,18.9,4.70\ncell-878,north_cluster,18.1,165.0,26.7,21.31\ncell-919,stadium,32.3,313.6,29.8,12.26\ncell-938,stadium,62.4,46.5,42.0,4.65\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": "31f82285b4ed4edee60f997eff8301e1a5bfce940b63f82727ee367e1c16c83e", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-593", "edge_ue_thr_mbps": "cell-430"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0118", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,66.9,111.7,48.3,22.98\ncell-110,south_cluster,69.1,92.2,49.3,25.48\ncell-157,south_cluster,64.5,605.7,42.9,22.35\ncell-178,stadium,49.9,370.2,44.5,29.01\ncell-185,hospital_zone,59.0,176.5,36.8,25.92\ncell-288,hospital_zone,18.4,546.4,16.1,13.06\ncell-297,north_cluster,39.8,185.3,33.1,30.07\ncell-358,north_cluster,49.7,503.7,41.6,14.54\ncell-488,hospital_zone,39.3,553.1,26.6,5.34\ncell-497,hospital_zone,82.9,572.1,50.6,18.36\ncell-537,hospital_zone,58.9,184.7,42.5,9.89\ncell-596,north_cluster,24.5,353.6,24.2,31.89\ncell-696,stadium,45.1,146.8,41.6,32.72\ncell-708,north_cluster,79.8,108.3,55.1,12.19\ncell-711,south_cluster,16.2,60.5,25.3,15.37\ncell-732,stadium,86.8,99.6,58.5,34.22\ncell-820,north_cluster,68.7,301.9,43.2,10.13\ncell-834,south_cluster,39.2,377.9,31.8,20.15\ncell-879,north_cluster,68.7,235.7,52.1,1.12\ncell-921,south_cluster,33.0,411.2,26.1,25.18\ncell-959,stadium,42.6,276.2,32.2,24.93\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": "a0ad56e5e41705dfece23cfa59e1252f19a6c38ef6b1690d5906216f451c2746", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-732", "edge_ue_thr_mbps": "cell-879"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0119", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,hospital_zone,32.7,118.6,22.9,0.32\ncell-128,hospital_zone,83.3,571.0,56.4,26.21\ncell-192,stadium,73.7,380.0,41.6,25.35\ncell-261,south_cluster,42.6,614.6,37.1,10.71\ncell-269,south_cluster,64.9,652.1,45.5,9.67\ncell-285,north_cluster,75.4,266.7,46.4,9.51\ncell-352,stadium,38.5,181.4,25.3,22.11\ncell-360,hospital_zone,56.0,570.4,42.1,11.91\ncell-383,north_cluster,96.9,275.6,54.9,28.93\ncell-462,north_cluster,42.5,645.4,32.5,5.58\ncell-476,hospital_zone,78.7,103.9,41.4,16.66\ncell-572,stadium,43.3,148.6,34.1,14.31\ncell-669,north_cluster,83.2,307.7,50.6,24.79\ncell-671,stadium,64.5,362.0,40.0,10.24\ncell-716,hospital_zone,56.5,176.2,39.2,26.13\ncell-810,south_cluster,72.8,425.5,40.4,18.96\ncell-847,north_cluster,50.2,565.1,42.9,11.22\ncell-867,stadium,78.7,339.5,50.8,23.47\ncell-878,south_cluster,65.4,635.8,38.7,29.82\ncell-979,north_cluster,67.4,580.5,46.6,7.65\ncell-983,south_cluster,24.7,289.9,20.0,33.08\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": "54415a1a5d0ec66d3bc0f89d050f13c4948d881cd9207721b38c0cc89549bc90", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-383", "edge_ue_thr_mbps": "cell-105"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0120", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-183,south_cluster,68.5,388.0,45.2,24.14\ncell-221,stadium,40.6,317.3,34.9,25.27\ncell-228,hospital_zone,91.0,539.1,56.0,11.20\ncell-282,stadium,54.7,534.0,32.7,15.16\ncell-366,hospital_zone,27.4,344.3,24.1,11.09\ncell-400,hospital_zone,27.2,174.7,29.6,25.50\ncell-429,stadium,46.8,567.4,33.4,33.27\ncell-474,hospital_zone,36.9,367.9,36.6,6.34\ncell-552,south_cluster,77.8,591.6,56.8,33.31\ncell-553,north_cluster,31.1,610.3,23.5,5.72\ncell-610,north_cluster,63.2,212.8,46.6,17.29\ncell-633,south_cluster,46.0,265.6,36.9,8.86\ncell-692,south_cluster,29.7,422.8,30.0,5.77\ncell-704,stadium,22.5,651.1,28.2,26.26\ncell-729,stadium,68.3,311.2,43.3,0.53\ncell-744,hospital_zone,30.3,400.6,30.4,7.62\ncell-787,stadium,15.4,373.4,24.1,20.58\ncell-800,north_cluster,71.7,568.0,50.6,16.42\ncell-888,north_cluster,76.3,48.5,53.1,22.48\ncell-945,north_cluster,80.3,204.5,46.9,21.98\ncell-957,south_cluster,30.5,191.4,21.1,13.82\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": "2e3cda940f66f3f4ec4fb1d818f3356d867f4daabaeb206fa742acddd7977896", "tokens_cl100k": {"telemetry": 566, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-228", "edge_ue_thr_mbps": "cell-729"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0121", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,hospital_zone,19.0,529.1,24.4,19.38\ncell-119,stadium,81.4,300.5,46.6,32.18\ncell-146,south_cluster,74.2,526.0,45.4,30.03\ncell-162,north_cluster,22.8,658.3,27.1,16.48\ncell-167,hospital_zone,27.1,623.2,30.7,17.51\ncell-173,stadium,27.1,436.3,26.3,12.49\ncell-185,north_cluster,65.0,500.7,45.4,35.48\ncell-296,stadium,15.1,498.1,26.3,24.20\ncell-315,south_cluster,90.2,243.5,62.1,6.46\ncell-355,stadium,16.3,126.4,22.0,23.41\ncell-396,hospital_zone,21.6,367.1,26.4,8.94\ncell-411,stadium,35.3,55.8,29.4,17.16\ncell-449,stadium,69.3,408.0,45.5,28.84\ncell-466,north_cluster,16.0,536.6,23.4,23.01\ncell-479,south_cluster,23.3,100.2,29.0,7.94\ncell-491,hospital_zone,40.1,52.3,33.1,8.43\ncell-507,north_cluster,37.0,433.0,31.3,27.51\ncell-630,north_cluster,43.8,264.1,32.2,23.97\ncell-743,hospital_zone,68.3,256.8,43.5,2.16\ncell-854,south_cluster,50.8,320.3,31.0,27.68\ncell-969,south_cluster,67.3,303.9,43.6,31.56\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": "a57a6f84dc55b77059e4f0e50caadb2526b09c17fc77605bf693fc950b743628", "tokens_cl100k": {"telemetry": 566, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-315", "edge_ue_thr_mbps": "cell-743"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0122", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,north_cluster,32.9,415.6,30.8,30.90\ncell-191,stadium,54.5,614.3,34.1,17.23\ncell-192,south_cluster,76.7,133.7,46.8,21.47\ncell-255,north_cluster,25.4,416.9,24.2,29.91\ncell-280,south_cluster,53.5,561.0,37.7,24.18\ncell-291,south_cluster,19.9,316.6,17.3,4.94\ncell-348,hospital_zone,45.6,540.7,29.7,16.34\ncell-368,north_cluster,58.3,495.2,44.6,25.56\ncell-524,stadium,54.4,536.5,47.1,24.32\ncell-639,north_cluster,27.3,487.0,31.4,8.80\ncell-640,hospital_zone,15.5,110.2,18.9,6.85\ncell-710,south_cluster,73.2,29.2,47.4,35.23\ncell-712,south_cluster,43.8,292.8,33.8,10.92\ncell-730,south_cluster,85.9,433.4,54.2,22.85\ncell-741,stadium,28.1,94.0,25.7,14.59\ncell-756,stadium,20.4,598.3,29.8,24.49\ncell-768,hospital_zone,46.2,67.6,33.1,6.02\ncell-827,north_cluster,36.3,585.0,29.5,26.83\ncell-833,hospital_zone,21.8,180.6,20.4,0.80\ncell-876,stadium,16.7,413.4,24.1,9.20\ncell-990,hospital_zone,17.8,270.0,15.4,15.84\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": "34b87551c1eb65dbbcc275f34418a2f6e3f8d0cf22bcbe52e0fc40e1636e11b4", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-730", "edge_ue_thr_mbps": "cell-833"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0123", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,south_cluster,67.8,174.6,36.3,2.23\ncell-140,stadium,41.3,337.8,27.7,26.00\ncell-145,north_cluster,39.6,263.3,29.0,22.44\ncell-190,north_cluster,94.3,112.0,55.9,10.86\ncell-197,south_cluster,63.2,282.2,38.6,7.04\ncell-213,north_cluster,51.8,359.5,37.1,33.29\ncell-217,hospital_zone,48.9,373.4,28.9,14.23\ncell-229,south_cluster,58.2,503.1,34.7,28.86\ncell-231,hospital_zone,50.0,409.9,29.4,23.84\ncell-254,stadium,69.6,629.8,47.1,33.32\ncell-454,south_cluster,26.7,419.6,28.8,18.82\ncell-479,north_cluster,47.0,423.8,35.0,21.24\ncell-514,stadium,53.9,644.4,39.4,20.64\ncell-678,stadium,67.4,575.0,48.6,22.15\ncell-697,north_cluster,81.1,262.8,59.6,8.58\ncell-728,hospital_zone,77.3,453.9,58.7,32.78\ncell-784,hospital_zone,32.7,44.7,29.2,30.61\ncell-872,south_cluster,39.4,234.3,30.2,9.03\ncell-930,hospital_zone,20.3,424.5,24.5,30.41\ncell-947,north_cluster,18.7,74.7,20.9,17.15\ncell-965,stadium,50.4,194.4,44.8,27.66\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": "41295438465f0ab7a4983f9b76974489fa99e551e9492b720e418511ca50b670", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-190", "edge_ue_thr_mbps": "cell-118"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0124", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-158,south_cluster,42.7,473.2,31.1,7.02\ncell-173,north_cluster,58.8,268.1,37.3,9.41\ncell-183,stadium,46.4,550.5,29.6,13.45\ncell-193,hospital_zone,29.7,619.8,31.8,31.40\ncell-197,north_cluster,57.5,258.9,40.4,14.35\ncell-252,stadium,26.5,235.9,22.7,13.06\ncell-274,south_cluster,57.2,616.4,37.7,2.78\ncell-357,south_cluster,33.7,156.5,28.2,29.07\ncell-360,south_cluster,77.9,425.0,51.4,21.15\ncell-413,south_cluster,90.8,188.0,58.9,20.08\ncell-585,hospital_zone,54.4,142.5,44.6,26.05\ncell-650,north_cluster,46.5,227.5,36.1,0.01\ncell-768,north_cluster,59.9,387.8,39.7,22.84\ncell-795,stadium,74.4,127.0,55.1,13.96\ncell-817,south_cluster,26.7,652.9,30.0,20.99\ncell-861,north_cluster,20.0,455.2,28.1,9.18\ncell-864,stadium,51.4,391.7,40.9,34.12\ncell-873,hospital_zone,64.6,71.9,51.7,18.17\ncell-897,hospital_zone,29.7,458.2,26.2,12.74\ncell-963,stadium,72.9,481.2,51.5,30.67\ncell-995,hospital_zone,13.9,580.7,19.6,10.45\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": "5e0313c970a9b9ea9a14af49f480217d00c6cf707d2f45adeed444a1d2934c6e", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-413", "edge_ue_thr_mbps": "cell-650"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0125", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,36.9,512.6,29.5,12.88\ncell-149,hospital_zone,73.3,278.0,55.6,30.23\ncell-154,north_cluster,60.4,631.4,47.0,7.50\ncell-220,stadium,49.2,586.3,28.0,2.34\ncell-252,stadium,37.6,431.2,32.6,13.12\ncell-283,north_cluster,70.0,498.8,46.8,10.74\ncell-404,south_cluster,92.7,463.6,56.1,31.06\ncell-527,hospital_zone,27.2,619.9,24.4,6.64\ncell-561,south_cluster,19.1,299.5,24.6,14.36\ncell-587,stadium,33.8,623.7,30.4,18.91\ncell-606,south_cluster,66.5,518.6,50.1,7.26\ncell-683,stadium,23.9,63.5,21.5,22.78\ncell-731,hospital_zone,78.7,450.9,49.5,19.29\ncell-736,south_cluster,40.8,347.9,36.3,11.92\ncell-744,north_cluster,24.3,583.7,23.2,20.80\ncell-766,north_cluster,18.8,591.5,24.4,29.06\ncell-826,south_cluster,74.2,244.9,43.9,32.34\ncell-852,north_cluster,60.8,377.6,43.5,11.50\ncell-857,hospital_zone,66.6,170.7,42.4,32.44\ncell-867,hospital_zone,28.2,22.2,21.8,16.83\ncell-976,south_cluster,57.4,192.9,45.1,34.69\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": "9b98a61a15193e93c87b33a3eb6d50c55b0e16d76e8d1f8254d42cc4797c3d0b", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,north_cluster,71.0,378.8,46.0,10.04\ncell-213,south_cluster,77.7,394.5,54.3,30.32\ncell-246,south_cluster,90.4,316.9,60.9,31.55\ncell-265,hospital_zone,53.8,617.9,38.9,29.39\ncell-317,stadium,33.4,427.4,27.5,7.04\ncell-322,stadium,17.1,551.4,17.7,24.86\ncell-365,south_cluster,48.4,543.2,30.7,31.87\ncell-400,stadium,22.8,397.7,29.1,1.61\ncell-413,north_cluster,31.9,378.1,30.2,25.50\ncell-486,hospital_zone,61.0,295.7,42.0,30.24\ncell-487,hospital_zone,31.8,560.6,28.2,20.26\ncell-546,hospital_zone,34.3,325.9,29.0,9.28\ncell-547,south_cluster,25.0,180.1,16.5,8.12\ncell-556,hospital_zone,60.2,178.5,48.1,16.00\ncell-572,stadium,72.2,93.1,44.2,17.74\ncell-601,south_cluster,69.7,604.2,51.0,20.83\ncell-719,north_cluster,65.8,170.4,48.6,12.27\ncell-785,north_cluster,61.3,404.6,46.5,6.37\ncell-859,north_cluster,29.7,442.8,29.2,19.69\ncell-863,stadium,51.3,286.7,37.9,28.22\ncell-997,south_cluster,55.0,246.5,44.1,25.70\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": "10e9b76985cc23d40144a4a1ec02f575281e528f46f6072211e6c8e5444374c9", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,59.1,378.5,40.8,30.15\ncell-122,south_cluster,44.5,504.1,35.1,24.59\ncell-141,hospital_zone,20.4,633.8,24.4,24.43\ncell-144,hospital_zone,25.4,315.3,23.4,7.60\ncell-154,south_cluster,59.8,59.8,41.2,34.46\ncell-173,stadium,23.8,219.3,25.4,12.96\ncell-210,hospital_zone,77.1,487.8,52.3,29.73\ncell-308,north_cluster,21.2,207.3,21.1,15.46\ncell-325,north_cluster,46.7,190.3,37.0,32.10\ncell-404,hospital_zone,82.8,33.4,44.1,14.56\ncell-434,south_cluster,92.2,384.5,61.0,30.88\ncell-517,south_cluster,41.9,436.1,41.6,17.48\ncell-564,stadium,44.2,472.5,30.0,17.90\ncell-603,stadium,49.9,172.8,31.8,33.08\ncell-649,stadium,65.2,341.0,36.2,19.70\ncell-776,stadium,76.4,141.4,57.9,8.21\ncell-802,north_cluster,30.9,411.6,20.4,28.05\ncell-835,north_cluster,54.9,60.0,31.9,17.08\ncell-869,north_cluster,43.4,431.5,27.7,16.88\ncell-969,south_cluster,40.7,627.5,25.0,14.19\ncell-975,hospital_zone,29.3,323.7,19.0,1.93\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": "de95e8df941cc9d11e2a2bab90c83039e606b362935a5371d5677a0813b7e75c", "tokens_cl100k": {"telemetry": 567, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-434", "edge_ue_thr_mbps": "cell-975"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0128", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-158,hospital_zone,41.4,479.1,36.0,13.92\ncell-160,south_cluster,77.8,460.4,57.7,21.96\ncell-280,hospital_zone,22.2,282.8,27.1,24.56\ncell-288,south_cluster,33.2,53.8,23.6,19.65\ncell-423,south_cluster,19.1,318.6,26.6,16.17\ncell-431,stadium,57.5,552.9,38.3,17.13\ncell-457,hospital_zone,68.9,330.2,42.8,25.67\ncell-464,north_cluster,47.9,633.0,40.3,23.55\ncell-498,stadium,79.7,224.7,52.0,1.08\ncell-573,north_cluster,27.1,146.9,30.9,35.04\ncell-673,south_cluster,80.1,309.2,52.0,33.25\ncell-775,north_cluster,39.5,305.6,26.9,10.04\ncell-778,stadium,47.5,224.1,41.1,14.86\ncell-800,north_cluster,37.5,365.3,32.7,4.29\ncell-802,south_cluster,73.5,451.7,52.0,12.00\ncell-837,stadium,17.8,104.6,20.8,15.40\ncell-853,hospital_zone,32.1,538.8,31.6,20.13\ncell-867,hospital_zone,95.6,147.6,64.9,24.55\ncell-921,south_cluster,71.4,163.2,47.9,14.84\ncell-951,stadium,16.4,53.6,26.1,7.14\ncell-969,north_cluster,77.6,554.8,43.6,26.28\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": "87bda3f3297561779035b6ca9347c0ca36db40ca5e3018f03c8b0c2bd76c6369", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-867", "edge_ue_thr_mbps": "cell-498"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0129", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,27.6,485.4,22.5,17.79\ncell-130,stadium,22.5,191.7,28.4,7.02\ncell-172,stadium,45.0,316.2,36.1,15.32\ncell-173,hospital_zone,48.2,284.9,39.1,20.09\ncell-201,south_cluster,52.9,464.0,42.8,33.41\ncell-295,north_cluster,58.7,137.6,44.3,12.99\ncell-408,south_cluster,23.2,52.1,25.3,6.15\ncell-430,stadium,81.1,335.6,45.9,13.52\ncell-436,hospital_zone,16.2,463.6,21.2,20.59\ncell-440,south_cluster,41.4,416.9,34.3,5.76\ncell-451,north_cluster,22.1,335.8,17.7,23.95\ncell-565,stadium,64.9,209.7,49.6,16.42\ncell-685,south_cluster,34.0,471.7,25.6,31.62\ncell-714,hospital_zone,27.8,82.1,28.3,25.03\ncell-720,south_cluster,35.1,559.1,30.3,13.56\ncell-744,stadium,64.1,589.9,40.5,9.91\ncell-817,north_cluster,19.5,428.1,22.7,16.97\ncell-824,north_cluster,93.8,239.8,57.3,29.55\ncell-840,hospital_zone,81.4,326.0,50.8,33.19\ncell-908,hospital_zone,50.2,392.8,30.6,1.16\ncell-985,stadium,23.6,561.1,26.8,24.21\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": "cd3083c5b19c93798e8788603441673286ba9bbf8f586782903be56f4aabc121", "tokens_cl100k": {"telemetry": 566, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-824", "edge_ue_thr_mbps": "cell-908"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0130", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,south_cluster,18.1,373.8,22.6,20.40\ncell-144,north_cluster,78.0,45.2,49.3,23.48\ncell-168,north_cluster,84.3,272.0,59.8,16.61\ncell-185,south_cluster,68.7,248.9,41.5,22.66\ncell-187,stadium,53.5,593.9,44.5,11.82\ncell-214,stadium,22.3,87.7,20.1,20.07\ncell-223,hospital_zone,56.8,149.9,49.2,35.31\ncell-273,north_cluster,30.8,363.6,22.9,17.46\ncell-292,north_cluster,23.0,519.6,22.8,28.70\ncell-427,south_cluster,74.5,318.0,48.1,5.08\ncell-455,north_cluster,39.0,63.2,33.1,29.91\ncell-493,stadium,78.5,504.1,44.7,1.96\ncell-502,stadium,49.6,430.1,32.3,9.95\ncell-583,south_cluster,55.5,377.9,36.4,23.26\ncell-777,south_cluster,51.7,400.4,37.9,11.04\ncell-781,hospital_zone,47.1,596.8,42.1,23.46\ncell-843,hospital_zone,53.0,443.0,34.1,30.37\ncell-871,stadium,28.0,561.9,26.7,27.96\ncell-893,south_cluster,66.8,313.4,44.1,19.83\ncell-954,hospital_zone,36.8,67.9,33.7,29.89\ncell-970,hospital_zone,55.1,107.5,40.6,23.26\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": "f4f727c7688b465a548dbe61217f0ccd6a547e6b8430d7f9a0eff0a681c0d6ff", "tokens_cl100k": {"telemetry": 567, "text": 18}, "extreme_cells": {"prb_util_pct": "cell-168", "edge_ue_thr_mbps": "cell-493"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0131", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-181,north_cluster,55.3,405.2,37.1,19.85\ncell-193,south_cluster,58.0,231.1,39.0,16.60\ncell-235,south_cluster,40.1,424.2,35.6,23.81\ncell-302,stadium,25.4,324.4,22.7,27.59\ncell-339,south_cluster,61.5,432.0,44.1,28.34\ncell-354,hospital_zone,28.5,250.1,30.7,19.01\ncell-423,stadium,33.4,571.5,34.6,20.07\ncell-525,stadium,69.0,350.8,48.6,13.04\ncell-562,south_cluster,33.4,498.9,26.5,5.41\ncell-563,north_cluster,49.4,199.5,41.3,17.53\ncell-570,hospital_zone,67.2,316.0,39.2,17.30\ncell-651,stadium,40.0,113.9,29.8,19.69\ncell-709,stadium,86.4,135.8,57.9,23.08\ncell-804,hospital_zone,60.9,569.2,48.8,8.52\ncell-829,south_cluster,19.8,258.8,14.4,1.24\ncell-863,north_cluster,42.8,489.5,27.0,27.11\ncell-865,north_cluster,39.4,356.5,30.6,27.29\ncell-886,hospital_zone,20.8,417.5,18.8,24.95\ncell-891,hospital_zone,47.5,535.6,35.1,11.18\ncell-916,south_cluster,36.4,305.3,35.5,14.49\ncell-988,north_cluster,47.5,111.4,34.4,7.19\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": "59dc6466ecc623106f632bab5701d4fb6113ab5310598888be64a56567d17e6b", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-182,hospital_zone,50.7,316.9,35.3,17.55\ncell-223,north_cluster,32.6,618.9,32.5,11.47\ncell-334,stadium,45.5,490.5,35.1,10.58\ncell-341,south_cluster,16.7,630.6,23.4,1.94\ncell-381,south_cluster,82.0,470.2,58.9,27.07\ncell-384,north_cluster,31.8,399.9,26.1,5.58\ncell-392,hospital_zone,66.0,349.6,38.7,18.05\ncell-402,stadium,94.9,426.4,54.4,4.64\ncell-515,hospital_zone,25.1,253.9,19.9,25.00\ncell-544,north_cluster,32.2,68.8,31.4,9.10\ncell-628,south_cluster,46.2,411.2,32.6,9.14\ncell-643,hospital_zone,77.1,352.2,51.8,12.91\ncell-709,south_cluster,40.8,578.1,39.4,27.84\ncell-745,hospital_zone,40.6,580.1,39.4,25.80\ncell-760,stadium,31.0,217.1,35.5,5.31\ncell-793,stadium,80.6,625.1,56.9,16.76\ncell-852,north_cluster,64.6,451.2,51.3,4.73\ncell-854,north_cluster,33.6,311.1,27.6,29.49\ncell-883,south_cluster,83.1,290.0,51.6,12.02\ncell-913,north_cluster,36.7,53.5,21.8,27.41\ncell-999,stadium,53.2,231.8,34.1,6.66\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": "05f89dad2e42866c2f6c01bfc6c861a37a9be92ae94fad14acf321c3c2c4e7ca", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-402", "edge_ue_thr_mbps": "cell-341"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0133", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,north_cluster,61.3,405.7,45.1,7.49\ncell-139,south_cluster,31.7,535.4,32.6,18.07\ncell-156,hospital_zone,91.3,24.5,52.0,6.14\ncell-184,south_cluster,81.9,295.2,46.4,17.04\ncell-234,stadium,58.2,505.2,36.1,10.13\ncell-236,north_cluster,63.9,318.8,46.7,20.70\ncell-255,north_cluster,56.3,448.0,39.8,28.46\ncell-273,south_cluster,52.6,557.1,37.7,5.28\ncell-299,south_cluster,21.4,438.8,24.6,9.55\ncell-463,stadium,28.4,202.6,19.0,15.69\ncell-501,hospital_zone,51.7,572.8,35.5,31.83\ncell-503,stadium,27.7,47.3,22.0,25.16\ncell-521,north_cluster,35.2,360.5,25.1,23.14\ncell-618,south_cluster,52.8,592.4,33.0,1.55\ncell-665,north_cluster,40.2,318.8,34.8,29.56\ncell-669,hospital_zone,53.9,466.7,35.5,23.30\ncell-833,south_cluster,59.5,222.4,44.0,19.94\ncell-864,hospital_zone,26.0,249.3,25.6,23.23\ncell-886,stadium,18.2,381.7,26.3,32.00\ncell-964,hospital_zone,24.2,574.1,17.6,21.73\ncell-969,stadium,70.9,339.7,41.8,29.89\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": "e8236933a1f8584e554a019743e1947b8323376eac259e39718f34a3a564f092", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,south_cluster,79.4,345.0,46.6,29.23\ncell-172,south_cluster,83.1,446.8,56.9,29.71\ncell-196,hospital_zone,15.3,56.6,18.5,20.85\ncell-205,stadium,44.7,509.9,34.9,28.70\ncell-244,stadium,54.0,577.7,41.3,33.15\ncell-247,north_cluster,41.3,110.8,29.8,14.91\ncell-294,hospital_zone,80.5,46.2,52.0,7.58\ncell-429,north_cluster,81.2,195.3,56.8,32.97\ncell-543,hospital_zone,25.2,91.6,23.0,17.34\ncell-570,south_cluster,93.4,386.1,56.1,25.91\ncell-578,south_cluster,75.8,205.3,56.3,27.70\ncell-594,south_cluster,60.5,112.6,38.7,23.39\ncell-629,stadium,25.1,357.5,25.0,4.71\ncell-648,north_cluster,59.7,335.6,40.4,11.56\ncell-691,north_cluster,31.3,555.8,22.8,31.04\ncell-703,hospital_zone,57.6,424.5,36.8,29.52\ncell-858,stadium,65.3,544.7,42.9,2.12\ncell-898,north_cluster,43.7,309.2,31.4,19.24\ncell-948,hospital_zone,21.7,542.8,20.2,24.71\ncell-986,stadium,51.0,320.0,31.8,16.25\ncell-989,stadium,46.8,600.4,35.2,21.45\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": "c67b04d58c2ef04d25c0adf5462fd747931ec947c5e3108532dc1ab7c7034ec0", "tokens_cl100k": {"telemetry": 566, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-570", "edge_ue_thr_mbps": "cell-858"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0135", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-138,stadium,45.1,506.9,28.8,15.86\ncell-365,stadium,23.0,607.0,15.8,9.39\ncell-468,hospital_zone,86.9,531.9,50.7,6.08\ncell-490,south_cluster,19.7,164.6,21.1,32.77\ncell-494,stadium,16.6,642.7,15.4,22.08\ncell-539,hospital_zone,44.4,426.7,31.0,12.18\ncell-556,stadium,44.9,572.8,35.4,10.24\ncell-637,south_cluster,75.1,35.3,52.9,11.37\ncell-653,north_cluster,59.9,365.7,41.8,24.97\ncell-669,stadium,53.6,555.7,33.4,9.39\ncell-692,south_cluster,73.3,621.5,41.8,12.12\ncell-719,north_cluster,67.6,636.0,45.2,32.16\ncell-760,north_cluster,47.3,515.4,34.9,21.77\ncell-768,south_cluster,15.6,617.0,19.2,1.80\ncell-786,north_cluster,30.2,68.1,26.6,9.07\ncell-794,hospital_zone,44.3,229.7,31.4,16.67\ncell-849,north_cluster,20.5,608.7,21.5,9.02\ncell-853,hospital_zone,49.0,157.6,36.4,24.95\ncell-864,hospital_zone,69.0,515.3,52.5,24.42\ncell-902,north_cluster,54.4,410.9,43.9,13.15\ncell-914,south_cluster,37.4,620.3,39.7,30.78\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": "5c7bc79e46e5326ee6c71218176b7c70ca09463efb151ce304adccf033c20982", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-468", "edge_ue_thr_mbps": "cell-768"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0136", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-198,south_cluster,64.1,599.9,48.0,15.93\ncell-230,south_cluster,80.2,55.9,55.2,9.15\ncell-240,north_cluster,66.1,406.9,47.8,30.24\ncell-280,hospital_zone,26.5,416.9,31.0,33.67\ncell-281,south_cluster,32.5,636.0,34.8,32.70\ncell-298,hospital_zone,47.9,388.5,34.7,3.36\ncell-367,hospital_zone,52.9,347.0,34.9,18.26\ncell-422,north_cluster,39.0,325.3,27.3,19.14\ncell-473,stadium,60.1,576.0,35.8,34.64\ncell-527,north_cluster,92.6,138.3,57.2,35.44\ncell-546,hospital_zone,32.0,618.4,26.3,9.67\ncell-577,hospital_zone,40.9,660.3,34.5,28.29\ncell-591,north_cluster,25.9,579.8,28.3,11.19\ncell-604,stadium,69.6,389.6,38.8,24.05\ncell-610,hospital_zone,55.5,363.9,37.4,1.02\ncell-661,south_cluster,32.9,250.8,34.3,8.67\ncell-704,north_cluster,28.7,90.0,23.0,27.85\ncell-780,stadium,21.5,506.9,26.5,19.43\ncell-781,stadium,49.8,223.9,30.3,23.43\ncell-837,stadium,42.2,397.1,35.2,6.58\ncell-960,south_cluster,36.4,517.5,37.6,6.09\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": "aea16453bf47bdac4e9fc0f186f971912f4d78a83628a444d90f792b3d8b4cd4", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-527", "edge_ue_thr_mbps": "cell-610"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0137", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,71.6,401.5,44.8,11.43\ncell-120,stadium,63.4,514.3,38.3,22.82\ncell-133,south_cluster,58.0,511.3,38.4,19.42\ncell-174,hospital_zone,50.9,240.7,31.5,27.85\ncell-224,hospital_zone,40.2,492.0,31.7,30.56\ncell-225,north_cluster,53.8,465.5,36.1,21.76\ncell-236,south_cluster,32.7,519.7,25.4,15.61\ncell-270,north_cluster,88.1,176.3,53.4,16.79\ncell-309,stadium,66.2,533.5,45.8,21.59\ncell-389,south_cluster,49.8,631.8,30.6,28.23\ncell-390,south_cluster,57.5,438.2,35.5,9.63\ncell-474,stadium,50.7,435.5,40.5,5.44\ncell-519,hospital_zone,31.8,451.9,33.2,6.10\ncell-580,north_cluster,23.8,370.0,21.5,26.70\ncell-595,north_cluster,33.9,399.6,24.4,14.98\ncell-656,stadium,81.7,552.3,46.2,7.98\ncell-673,hospital_zone,23.5,162.8,17.5,31.64\ncell-746,north_cluster,80.1,76.2,48.0,7.30\ncell-847,hospital_zone,46.7,508.3,40.7,22.16\ncell-932,hospital_zone,92.8,661.8,54.5,9.86\ncell-949,stadium,37.4,415.6,29.9,2.69\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": "e9c25052bf43e91ba7bcdf9d78da5669e15d3eb04e564593f3edd499ce2b92eb", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-932", "edge_ue_thr_mbps": "cell-949"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0138", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-152,north_cluster,70.7,438.2,45.2,29.05\ncell-234,hospital_zone,63.6,446.9,41.2,33.41\ncell-249,north_cluster,16.8,246.3,23.5,15.10\ncell-284,hospital_zone,21.2,254.2,19.9,18.61\ncell-389,hospital_zone,75.1,170.2,44.5,19.63\ncell-422,stadium,75.5,436.0,55.2,31.70\ncell-472,north_cluster,68.2,336.8,45.9,8.15\ncell-532,south_cluster,77.5,175.8,51.5,29.65\ncell-550,south_cluster,61.2,214.9,44.4,33.13\ncell-590,hospital_zone,50.0,224.0,42.6,34.09\ncell-611,stadium,42.3,235.3,39.2,13.38\ncell-656,stadium,36.4,487.8,30.4,9.52\ncell-671,stadium,16.6,324.8,19.3,21.78\ncell-676,stadium,77.1,85.0,54.8,1.96\ncell-693,north_cluster,73.8,215.6,50.2,28.07\ncell-701,south_cluster,34.9,572.5,33.4,18.17\ncell-716,south_cluster,43.1,442.0,33.2,22.78\ncell-729,hospital_zone,35.3,233.8,23.9,26.85\ncell-739,south_cluster,55.0,96.0,35.5,22.13\ncell-918,north_cluster,75.1,350.9,45.4,27.31\ncell-989,hospital_zone,88.7,581.1,53.7,8.41\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": "a59550f5206e384de870379837dd786ffd1bffaa213ca815274d9f513f7bb1b0", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-989", "edge_ue_thr_mbps": "cell-676"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0139", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,hospital_zone,29.0,258.3,23.3,25.27\ncell-111,south_cluster,60.8,121.8,45.4,31.60\ncell-143,hospital_zone,55.5,409.2,37.1,9.33\ncell-163,north_cluster,82.6,604.8,60.2,22.71\ncell-178,north_cluster,38.2,315.6,36.9,10.52\ncell-182,stadium,18.4,475.6,12.4,1.12\ncell-191,stadium,60.7,173.8,47.9,16.95\ncell-319,north_cluster,61.1,599.8,41.9,11.76\ncell-380,south_cluster,81.4,303.6,46.1,4.45\ncell-418,south_cluster,76.1,294.3,44.5,4.56\ncell-420,hospital_zone,48.7,391.3,26.6,24.64\ncell-576,north_cluster,46.9,501.9,35.5,30.76\ncell-609,north_cluster,24.6,175.2,27.4,5.27\ncell-647,hospital_zone,91.7,76.3,58.8,28.22\ncell-742,south_cluster,73.3,303.1,53.3,22.28\ncell-744,hospital_zone,65.9,327.6,42.5,16.38\ncell-776,north_cluster,30.1,59.1,33.0,7.23\ncell-783,stadium,28.8,443.2,27.0,4.00\ncell-827,stadium,79.8,592.3,54.9,8.66\ncell-882,stadium,34.7,478.7,25.4,16.69\ncell-899,south_cluster,24.7,483.5,29.9,17.97\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": "1f3584b19e3b4e05bbc2c72971682c7800d87a533582c64652b4a0f46bf4a02a", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-647", "edge_ue_thr_mbps": "cell-182"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0140", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-159,south_cluster,87.2,407.4,48.2,29.42\ncell-193,hospital_zone,55.8,431.6,44.7,21.27\ncell-277,south_cluster,79.9,159.2,48.3,9.41\ncell-284,hospital_zone,81.9,644.0,54.2,24.35\ncell-337,stadium,22.7,111.2,23.1,10.13\ncell-439,north_cluster,26.5,77.6,31.9,17.35\ncell-493,north_cluster,45.1,500.2,33.7,31.05\ncell-583,stadium,25.7,285.7,29.1,20.68\ncell-612,hospital_zone,58.0,407.3,44.2,0.69\ncell-670,stadium,50.7,188.4,38.8,17.91\ncell-718,stadium,18.3,23.2,16.3,13.39\ncell-721,hospital_zone,19.4,245.6,18.8,25.94\ncell-723,north_cluster,66.8,419.0,40.9,7.20\ncell-738,south_cluster,19.1,460.1,16.4,35.11\ncell-815,south_cluster,62.0,494.6,44.4,18.92\ncell-840,stadium,49.5,531.2,29.1,23.15\ncell-859,north_cluster,42.3,48.8,28.9,11.57\ncell-921,north_cluster,25.4,565.0,26.4,26.84\ncell-926,south_cluster,75.9,287.0,46.0,18.06\ncell-944,hospital_zone,47.9,610.7,38.1,33.10\ncell-964,hospital_zone,23.3,300.9,26.4,11.32\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": "b9472a00815b4b619aa3a72d17c2b436b148d7b7573a317d5fe59696b2c866a9", "tokens_cl100k": {"telemetry": 567, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-159", "edge_ue_thr_mbps": "cell-612"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0141", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,north_cluster,79.6,526.0,47.7,11.05\ncell-109,north_cluster,82.4,156.1,57.5,12.72\ncell-112,hospital_zone,44.9,327.6,32.6,30.26\ncell-133,south_cluster,49.0,623.7,41.9,30.59\ncell-260,stadium,55.4,262.1,47.8,13.41\ncell-269,north_cluster,68.4,104.6,46.8,14.93\ncell-328,south_cluster,68.2,481.3,49.8,8.06\ncell-517,south_cluster,80.0,580.0,52.1,30.20\ncell-540,hospital_zone,16.6,497.7,17.9,14.48\ncell-548,north_cluster,34.4,328.3,24.3,27.25\ncell-564,south_cluster,66.3,509.7,44.1,11.29\ncell-612,stadium,62.1,381.4,40.9,27.03\ncell-621,stadium,51.7,588.1,38.1,29.66\ncell-629,hospital_zone,75.8,284.0,43.2,33.22\ncell-771,south_cluster,33.0,358.9,22.6,32.04\ncell-805,north_cluster,23.6,614.1,22.2,2.00\ncell-807,north_cluster,51.5,481.3,42.8,33.26\ncell-845,stadium,52.1,398.5,41.3,19.05\ncell-918,hospital_zone,78.8,584.0,51.8,29.34\ncell-943,hospital_zone,91.5,209.1,57.2,28.40\ncell-963,stadium,67.8,310.7,43.5,33.35\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": "bd0966047026ab1dc99c6891e852ebc6b8f5de0d3a9486dd665b764782f99195", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-943", "edge_ue_thr_mbps": "cell-805"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0142", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,42.9,157.9,35.0,23.68\ncell-133,south_cluster,52.8,258.4,35.2,15.94\ncell-190,hospital_zone,46.8,169.0,40.9,11.70\ncell-193,stadium,70.8,174.4,49.8,13.29\ncell-198,north_cluster,53.0,385.4,32.3,19.44\ncell-220,hospital_zone,89.2,78.0,48.9,4.69\ncell-236,south_cluster,68.7,473.5,43.4,5.28\ncell-251,stadium,27.2,238.3,23.9,15.60\ncell-317,north_cluster,70.0,602.1,47.3,11.13\ncell-323,hospital_zone,38.0,349.9,35.3,17.12\ncell-372,south_cluster,32.4,358.6,26.3,8.95\ncell-373,stadium,27.5,529.2,25.9,24.27\ncell-586,stadium,71.0,427.8,48.3,5.86\ncell-658,south_cluster,18.7,289.9,31.3,24.82\ncell-667,north_cluster,14.6,650.6,22.6,0.14\ncell-685,hospital_zone,48.1,254.8,28.8,11.81\ncell-756,stadium,80.9,453.2,52.1,19.80\ncell-760,hospital_zone,30.4,363.6,29.5,26.83\ncell-831,north_cluster,16.2,561.3,13.2,14.40\ncell-888,south_cluster,39.7,308.9,39.0,7.49\ncell-964,north_cluster,61.3,487.9,43.8,4.85\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": "5488ab1cf294e4d64d92a19ab8f97e46201cd328c17324f7c7a836f57598e2d1", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-220", "edge_ue_thr_mbps": "cell-667"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0143", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,south_cluster,44.0,288.8,41.7,20.49\ncell-199,north_cluster,82.6,622.9,50.8,12.23\ncell-237,stadium,75.9,353.5,47.1,35.13\ncell-282,hospital_zone,21.3,53.3,27.5,5.46\ncell-302,stadium,57.8,180.0,46.2,8.40\ncell-360,south_cluster,78.9,495.3,57.2,29.06\ncell-441,south_cluster,40.6,318.1,31.8,4.83\ncell-467,stadium,62.9,83.9,42.1,30.42\ncell-486,south_cluster,19.3,315.0,19.2,15.80\ncell-501,north_cluster,80.3,163.4,51.9,16.86\ncell-523,hospital_zone,37.3,501.1,31.7,22.08\ncell-608,hospital_zone,65.6,79.7,47.2,29.98\ncell-611,north_cluster,32.4,467.1,28.4,6.27\ncell-619,north_cluster,59.4,406.8,40.4,26.39\ncell-652,hospital_zone,66.6,76.5,45.2,11.44\ncell-678,hospital_zone,48.2,134.5,36.2,21.30\ncell-697,north_cluster,62.3,49.7,48.4,7.82\ncell-761,stadium,91.9,433.9,63.8,30.67\ncell-888,hospital_zone,41.4,60.3,31.4,28.78\ncell-933,stadium,78.1,338.4,54.2,20.81\ncell-959,south_cluster,38.2,432.1,31.4,1.55\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": "f6ee1f12d2272804a890c916654d87443f23f98b90140adc24fbb20886bea4be", "tokens_cl100k": {"telemetry": 567, "text": 57}, "extreme_cells": {"prb_util_pct": "cell-761", "edge_ue_thr_mbps": "cell-959"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0144", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,south_cluster,55.7,72.1,32.9,29.92\ncell-187,north_cluster,40.0,440.1,30.2,31.87\ncell-199,hospital_zone,20.7,209.3,17.2,20.84\ncell-384,hospital_zone,23.7,327.0,31.5,16.39\ncell-393,hospital_zone,89.9,427.7,59.4,12.48\ncell-477,south_cluster,41.7,643.2,39.6,5.03\ncell-508,south_cluster,57.3,106.2,38.6,2.74\ncell-512,hospital_zone,22.9,601.8,26.0,13.45\ncell-519,stadium,77.4,137.2,51.9,23.64\ncell-527,hospital_zone,60.4,589.9,36.0,24.22\ncell-552,stadium,36.2,498.2,27.7,18.36\ncell-603,stadium,63.8,516.9,37.1,21.24\ncell-695,north_cluster,25.4,340.9,25.0,5.74\ncell-740,south_cluster,51.4,136.8,37.8,5.42\ncell-770,stadium,34.3,465.0,31.3,20.44\ncell-861,south_cluster,27.5,638.1,35.7,30.83\ncell-877,north_cluster,18.5,454.2,21.7,14.07\ncell-886,north_cluster,53.8,643.0,33.9,34.78\ncell-916,north_cluster,26.8,263.9,31.9,28.49\ncell-927,north_cluster,21.5,625.5,24.7,7.25\ncell-944,stadium,61.0,338.6,42.5,28.24\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": "271a92c1cc04c23e1cbcb60520f8ec3fe81beff64fefab176b7a4dd3a1fb6f47", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-393", "edge_ue_thr_mbps": "cell-508"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0145", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-176,north_cluster,89.1,77.1,61.4,8.19\ncell-242,north_cluster,56.9,501.5,40.0,29.23\ncell-300,south_cluster,61.0,203.4,49.3,2.21\ncell-317,south_cluster,43.2,357.9,30.9,21.63\ncell-401,north_cluster,74.3,263.3,43.2,33.63\ncell-409,north_cluster,62.6,262.5,43.1,25.58\ncell-512,stadium,72.7,62.0,48.3,28.10\ncell-516,hospital_zone,54.6,561.0,33.7,15.41\ncell-551,stadium,58.1,485.5,44.8,29.63\ncell-578,hospital_zone,41.1,163.6,32.1,25.73\ncell-597,stadium,41.7,459.5,36.3,29.24\ncell-620,south_cluster,33.8,594.8,35.9,23.08\ncell-644,south_cluster,28.7,427.6,29.4,33.54\ncell-666,north_cluster,66.2,358.8,43.7,24.64\ncell-741,stadium,41.5,424.6,29.9,29.37\ncell-757,hospital_zone,78.4,563.7,55.2,6.36\ncell-766,hospital_zone,51.0,598.2,34.0,15.16\ncell-850,south_cluster,78.7,489.0,53.4,26.00\ncell-870,hospital_zone,23.0,184.8,21.9,30.19\ncell-883,stadium,51.8,122.4,30.2,31.13\ncell-997,stadium,19.4,203.3,15.6,13.92\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": "600ded90ed85e2e85966b5bc5d0dcfe260b6e0d655b803f5231541f7649d8028", "tokens_cl100k": {"telemetry": 566, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-176", "edge_ue_thr_mbps": "cell-300"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0146", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,hospital_zone,38.1,173.1,30.5,22.95\ncell-116,south_cluster,64.0,661.7,39.3,26.82\ncell-121,north_cluster,26.2,386.4,30.0,11.87\ncell-177,hospital_zone,19.5,329.7,25.3,21.11\ncell-204,north_cluster,19.5,470.2,28.6,19.48\ncell-236,south_cluster,28.1,383.1,30.4,8.93\ncell-243,hospital_zone,65.4,256.6,40.6,20.55\ncell-258,stadium,38.3,333.3,29.2,8.61\ncell-278,stadium,42.5,564.8,25.9,14.98\ncell-461,north_cluster,33.2,79.9,27.9,10.31\ncell-569,hospital_zone,59.1,564.4,44.4,14.95\ncell-632,hospital_zone,51.4,362.7,35.7,0.34\ncell-639,north_cluster,79.0,578.5,46.4,27.91\ncell-647,south_cluster,19.0,224.4,13.1,33.71\ncell-680,south_cluster,66.7,470.2,41.9,24.60\ncell-746,stadium,34.8,479.8,25.7,4.77\ncell-822,stadium,45.0,504.5,32.7,22.12\ncell-842,stadium,87.5,72.1,60.2,20.20\ncell-888,hospital_zone,41.1,394.7,32.0,8.38\ncell-889,south_cluster,37.2,626.2,32.0,18.47\ncell-911,north_cluster,82.7,467.1,49.3,12.20\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": "d980b14e4eaf9f05cc911f2b819ba5c206c3030d2f752dbcd3804d46b7cb3586", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,south_cluster,15.6,109.6,19.7,10.97\ncell-148,stadium,16.6,484.0,24.9,19.70\ncell-273,south_cluster,69.5,237.5,51.9,0.96\ncell-279,north_cluster,71.2,103.3,54.3,33.22\ncell-357,south_cluster,34.7,532.7,23.8,32.82\ncell-362,south_cluster,64.1,657.9,45.9,33.84\ncell-364,north_cluster,74.1,85.5,51.2,26.02\ncell-439,north_cluster,89.2,159.4,52.6,24.25\ncell-469,stadium,80.9,570.4,57.3,22.05\ncell-652,hospital_zone,63.3,442.6,44.3,10.61\ncell-708,stadium,57.1,74.3,43.4,30.73\ncell-762,stadium,23.4,669.2,27.0,27.72\ncell-785,hospital_zone,54.7,449.4,40.5,25.75\ncell-838,north_cluster,78.1,153.3,50.8,25.95\ncell-874,stadium,31.6,41.7,34.6,23.34\ncell-886,south_cluster,69.4,188.7,48.0,9.20\ncell-924,north_cluster,28.4,153.9,33.8,23.79\ncell-947,hospital_zone,64.6,89.9,45.3,18.72\ncell-968,stadium,65.7,221.1,50.2,7.68\ncell-970,hospital_zone,68.3,150.6,49.0,31.58\ncell-995,hospital_zone,80.6,236.9,46.6,20.39\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": "8daaa9f91a88389241167fc00ba62633a39aa1cc74da778509e3fbaf0ae9b76a", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-152,stadium,32.6,190.4,26.7,28.82\ncell-204,south_cluster,68.6,58.5,45.8,15.27\ncell-223,south_cluster,65.3,163.0,42.6,5.38\ncell-248,south_cluster,46.9,145.4,28.9,11.00\ncell-299,north_cluster,83.3,570.7,54.2,30.71\ncell-336,south_cluster,55.3,34.1,38.9,21.78\ncell-386,hospital_zone,24.2,230.2,19.4,19.83\ncell-411,north_cluster,36.8,347.8,35.3,13.72\ncell-454,stadium,24.3,567.0,28.8,7.02\ncell-528,north_cluster,24.6,227.8,25.7,32.65\ncell-567,north_cluster,65.3,476.3,45.4,7.80\ncell-571,hospital_zone,49.3,514.9,37.2,5.60\ncell-633,north_cluster,14.6,410.2,17.5,1.28\ncell-662,stadium,55.5,172.3,41.3,22.55\ncell-674,south_cluster,81.5,593.4,46.1,31.02\ncell-681,stadium,91.8,98.2,56.7,30.24\ncell-691,hospital_zone,68.8,530.8,50.4,14.05\ncell-693,hospital_zone,59.3,107.5,44.7,5.39\ncell-813,stadium,46.6,503.1,42.3,7.51\ncell-911,hospital_zone,82.9,340.7,46.4,20.89\ncell-981,north_cluster,42.7,580.9,31.9,22.17\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": "8139fcea7911f959b234ad4f714730935c07c4c51ce495108af356c606862537", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,north_cluster,82.2,169.3,50.2,18.13\ncell-155,stadium,79.9,486.2,50.6,4.83\ncell-159,south_cluster,96.1,398.5,63.0,32.28\ncell-160,hospital_zone,69.0,406.9,50.7,24.11\ncell-184,hospital_zone,60.3,601.0,45.0,19.72\ncell-186,south_cluster,73.4,235.2,50.7,27.10\ncell-201,north_cluster,49.7,291.8,33.6,4.64\ncell-217,north_cluster,75.5,213.0,41.7,5.34\ncell-272,north_cluster,76.6,606.1,57.1,21.10\ncell-345,south_cluster,55.0,448.8,35.2,29.54\ncell-394,south_cluster,53.6,562.3,44.9,22.25\ncell-536,north_cluster,44.8,557.6,36.5,3.34\ncell-587,stadium,19.7,171.7,23.1,1.10\ncell-614,hospital_zone,47.8,339.7,32.0,31.27\ncell-641,south_cluster,81.1,336.0,45.3,21.22\ncell-686,stadium,24.8,616.8,25.3,10.94\ncell-747,stadium,29.2,626.0,27.8,30.28\ncell-809,hospital_zone,44.8,389.3,36.7,17.53\ncell-822,stadium,45.1,431.9,24.4,4.04\ncell-861,hospital_zone,34.4,594.5,28.8,9.30\ncell-875,hospital_zone,71.5,75.6,45.4,15.65\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": "ba9254bacfdf901a8f6ab94d668625d21ffbbf5b96d7e05de69f913c1c8bdf8d", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-159", "edge_ue_thr_mbps": "cell-587"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0150", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-164,hospital_zone,58.5,93.6,39.8,10.35\ncell-194,north_cluster,60.5,244.1,33.3,20.67\ncell-237,north_cluster,54.1,379.1,37.8,29.71\ncell-283,north_cluster,59.4,391.0,35.0,5.04\ncell-350,south_cluster,50.0,348.6,35.2,24.20\ncell-405,hospital_zone,70.5,387.5,50.9,11.00\ncell-424,north_cluster,40.4,345.4,37.4,22.74\ncell-446,north_cluster,45.4,546.5,38.9,28.96\ncell-472,stadium,67.3,516.4,46.1,34.77\ncell-513,stadium,68.3,164.1,45.5,34.87\ncell-514,stadium,88.4,107.8,51.6,33.64\ncell-522,stadium,37.8,632.6,28.8,13.66\ncell-526,south_cluster,22.7,129.5,23.5,29.37\ncell-528,south_cluster,68.1,365.1,38.3,4.53\ncell-535,stadium,17.8,520.1,23.8,8.32\ncell-619,south_cluster,51.2,465.5,36.6,5.13\ncell-720,stadium,39.2,623.6,27.3,30.22\ncell-776,south_cluster,43.3,197.0,37.1,5.79\ncell-817,hospital_zone,54.1,208.6,34.9,19.43\ncell-887,hospital_zone,29.9,547.1,23.9,15.50\ncell-998,hospital_zone,41.7,142.6,36.5,0.45\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": "38134fe7e54e0a63207c819dc00c00721ed8df5841cac3cac09edea859b6623e", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,hospital_zone,67.0,297.4,44.4,30.56\ncell-154,stadium,33.5,541.1,25.2,8.49\ncell-167,hospital_zone,53.8,506.7,37.3,24.04\ncell-176,north_cluster,76.3,582.5,47.2,23.87\ncell-186,stadium,31.1,125.7,30.0,23.74\ncell-212,stadium,85.6,313.0,56.6,6.56\ncell-276,hospital_zone,38.5,38.0,33.9,21.21\ncell-345,north_cluster,24.3,227.5,25.8,29.79\ncell-352,north_cluster,54.8,179.3,40.7,1.69\ncell-512,north_cluster,28.2,582.7,32.6,10.07\ncell-544,north_cluster,65.9,146.4,42.9,11.47\ncell-551,south_cluster,77.9,408.6,51.2,7.01\ncell-593,south_cluster,33.8,122.8,24.9,24.98\ncell-606,stadium,64.6,159.6,45.6,12.61\ncell-628,north_cluster,60.4,265.1,36.6,16.12\ncell-629,south_cluster,72.9,94.8,50.9,29.68\ncell-659,hospital_zone,67.7,370.6,45.1,6.57\ncell-721,south_cluster,72.4,345.2,41.0,22.12\ncell-798,south_cluster,35.8,246.3,29.4,24.56\ncell-854,hospital_zone,67.8,222.8,39.6,14.35\ncell-992,stadium,40.8,74.6,31.9,14.68\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": "f9898b3593c8376fc1a802433e93c9756f91d177f828b0a7a4a1e0ab624017bd", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-212", "edge_ue_thr_mbps": "cell-352"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0152", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,hospital_zone,79.9,227.0,48.7,10.22\ncell-194,north_cluster,42.9,175.2,38.1,31.91\ncell-234,south_cluster,43.1,160.1,35.1,5.57\ncell-238,stadium,25.2,560.6,31.8,30.90\ncell-243,stadium,33.5,236.4,27.9,25.95\ncell-254,hospital_zone,25.8,96.4,19.2,17.79\ncell-286,hospital_zone,70.3,199.7,54.3,28.28\ncell-321,stadium,70.0,43.7,47.5,28.60\ncell-331,north_cluster,72.4,520.2,51.8,10.44\ncell-365,south_cluster,85.0,30.7,52.2,11.99\ncell-462,north_cluster,70.3,626.5,52.3,21.54\ncell-469,stadium,69.3,394.9,53.9,33.71\ncell-702,south_cluster,52.8,428.1,35.5,24.90\ncell-738,north_cluster,80.9,534.0,49.4,25.49\ncell-742,south_cluster,81.5,269.8,49.5,1.32\ncell-777,hospital_zone,95.7,186.4,62.9,8.43\ncell-823,north_cluster,80.2,124.4,56.7,18.99\ncell-932,north_cluster,41.8,599.3,32.6,26.70\ncell-943,hospital_zone,48.2,370.4,36.1,5.41\ncell-981,south_cluster,22.5,452.9,21.3,21.07\ncell-996,stadium,71.1,206.8,44.7,9.69\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": "d8ce4e4fab7769ef24d5e55957287be5331923446aa20f626f6504175f1e9dcc", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-777", "edge_ue_thr_mbps": "cell-742"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0153", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-133,stadium,54.0,175.7,32.7,7.33\ncell-142,south_cluster,49.4,613.6,41.2,23.77\ncell-207,south_cluster,14.8,169.1,15.0,16.02\ncell-298,stadium,65.9,340.0,45.5,31.39\ncell-315,hospital_zone,40.4,114.2,36.0,25.69\ncell-407,north_cluster,41.1,312.3,35.3,32.85\ncell-427,north_cluster,33.9,309.3,32.6,34.85\ncell-446,stadium,22.4,202.2,19.5,27.96\ncell-550,hospital_zone,64.5,542.5,45.7,9.06\ncell-575,south_cluster,36.7,537.6,27.2,0.23\ncell-590,stadium,54.6,612.8,35.4,29.40\ncell-593,north_cluster,40.7,418.2,29.7,25.55\ncell-604,south_cluster,82.0,175.0,50.1,29.62\ncell-664,south_cluster,69.4,546.1,43.0,31.73\ncell-686,stadium,34.9,443.8,36.2,8.12\ncell-778,south_cluster,38.1,253.0,38.5,16.59\ncell-793,north_cluster,85.0,584.8,63.3,17.01\ncell-832,hospital_zone,47.3,430.6,32.2,4.30\ncell-885,north_cluster,40.6,558.6,36.0,11.99\ncell-894,hospital_zone,75.6,59.4,47.5,31.47\ncell-992,hospital_zone,93.4,83.3,61.7,26.89\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": "d5d87f84037396e600d3921cc8b41fbcda5ba7cadb57ae431d32e516d96b95f6", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-992", "edge_ue_thr_mbps": "cell-575"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0154", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-250,south_cluster,69.9,549.9,41.5,28.73\ncell-281,south_cluster,63.4,616.5,41.0,29.46\ncell-285,hospital_zone,47.7,453.0,42.5,28.62\ncell-319,north_cluster,48.2,343.5,37.3,12.95\ncell-362,hospital_zone,17.3,124.7,26.9,21.46\ncell-427,stadium,50.9,275.0,43.5,33.45\ncell-457,stadium,33.7,235.7,28.4,25.27\ncell-488,north_cluster,47.4,420.0,31.2,20.17\ncell-512,north_cluster,70.5,326.6,41.5,29.64\ncell-523,north_cluster,79.9,537.9,49.8,6.89\ncell-531,south_cluster,59.6,210.6,39.5,0.79\ncell-548,south_cluster,32.0,48.0,30.1,9.59\ncell-566,stadium,75.0,88.3,49.2,7.59\ncell-652,hospital_zone,29.2,508.6,31.9,22.62\ncell-703,stadium,48.5,170.4,39.5,31.06\ncell-728,stadium,88.5,443.5,56.1,29.86\ncell-747,hospital_zone,75.2,485.5,49.2,5.00\ncell-774,hospital_zone,27.9,358.8,20.1,23.76\ncell-892,north_cluster,53.0,40.1,35.0,8.41\ncell-928,hospital_zone,46.7,662.1,36.9,17.70\ncell-966,south_cluster,76.1,61.0,46.4,20.72\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": "f5250c5982912fed57d0e9e0c99180638648390a4d9c59a0d268f623765a4674", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-728", "edge_ue_thr_mbps": "cell-531"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0155", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,north_cluster,17.9,499.7,16.8,28.54\ncell-139,stadium,30.9,193.6,22.6,24.12\ncell-150,north_cluster,72.6,106.0,48.0,14.27\ncell-185,stadium,55.3,506.7,39.6,27.12\ncell-219,hospital_zone,73.2,565.2,45.3,12.56\ncell-253,north_cluster,93.7,585.5,66.0,28.18\ncell-260,north_cluster,70.3,459.0,45.3,15.81\ncell-353,south_cluster,42.0,170.8,39.0,6.48\ncell-454,south_cluster,26.8,665.7,29.0,18.03\ncell-463,hospital_zone,15.3,240.7,18.5,10.54\ncell-506,hospital_zone,21.2,113.4,28.1,13.61\ncell-627,south_cluster,52.0,635.1,46.4,15.36\ncell-734,stadium,28.3,270.4,29.9,0.96\ncell-743,north_cluster,34.0,111.5,22.1,20.13\ncell-798,south_cluster,46.7,319.2,36.1,15.82\ncell-813,stadium,41.3,314.9,31.9,9.71\ncell-822,stadium,19.5,629.7,23.6,33.90\ncell-824,south_cluster,35.2,201.0,23.1,10.70\ncell-872,hospital_zone,28.1,336.6,33.1,13.14\ncell-923,hospital_zone,26.4,131.8,20.7,18.41\ncell-943,south_cluster,77.9,267.3,50.8,33.94\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": "d605d652d11a30911861b56b690db68db4358d5baa5bf6f3b854d5e4f72e5a7f", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-253", "edge_ue_thr_mbps": "cell-734"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0156", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,south_cluster,66.1,127.6,41.8,10.13\ncell-113,stadium,78.2,176.1,43.0,12.18\ncell-165,hospital_zone,76.8,404.6,43.1,23.52\ncell-244,south_cluster,68.1,536.6,46.7,25.23\ncell-284,stadium,45.8,632.3,30.9,25.97\ncell-323,hospital_zone,41.7,327.9,34.7,12.38\ncell-357,north_cluster,23.4,122.4,24.1,20.53\ncell-403,north_cluster,38.2,345.9,26.7,30.31\ncell-419,hospital_zone,61.7,647.8,48.9,15.34\ncell-474,stadium,87.7,473.6,59.8,30.29\ncell-478,hospital_zone,62.4,434.9,45.8,18.17\ncell-558,stadium,74.2,227.1,56.9,31.10\ncell-623,hospital_zone,34.2,632.0,27.5,32.06\ncell-640,north_cluster,69.8,623.8,43.1,19.08\ncell-680,north_cluster,29.7,632.6,35.8,1.71\ncell-702,north_cluster,38.8,503.8,25.9,10.24\ncell-768,south_cluster,58.8,258.2,43.4,32.51\ncell-771,south_cluster,23.0,484.9,27.3,30.53\ncell-814,south_cluster,61.5,512.9,38.7,16.02\ncell-866,stadium,71.9,117.3,46.5,15.19\ncell-903,south_cluster,54.4,614.3,34.1,23.76\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": "7c575e7775bd68bc3033231869e4767ea11e6ad4eb8a97739ae9993c274dcdc4", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-474", "edge_ue_thr_mbps": "cell-680"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0157", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-166,north_cluster,39.3,464.2,29.5,22.09\ncell-234,stadium,23.9,556.5,22.2,28.60\ncell-236,hospital_zone,91.2,550.2,55.4,6.73\ncell-244,north_cluster,55.7,527.4,35.4,15.41\ncell-292,south_cluster,71.7,495.4,50.2,9.76\ncell-364,south_cluster,66.0,333.8,45.9,21.69\ncell-376,north_cluster,74.8,226.3,44.8,12.81\ncell-399,north_cluster,16.4,228.0,15.1,23.11\ncell-409,hospital_zone,55.7,572.4,41.2,20.70\ncell-454,south_cluster,16.7,576.0,15.5,27.35\ncell-455,north_cluster,66.9,334.4,46.0,12.79\ncell-487,stadium,25.7,333.1,23.9,9.60\ncell-607,stadium,50.1,425.0,29.6,25.27\ncell-744,north_cluster,66.6,59.8,47.5,2.53\ncell-753,south_cluster,24.6,392.5,25.4,21.01\ncell-814,stadium,40.6,269.0,35.0,19.82\ncell-862,hospital_zone,55.4,532.5,34.7,31.44\ncell-863,hospital_zone,35.7,361.0,32.0,5.52\ncell-871,stadium,38.9,571.5,27.7,26.09\ncell-900,south_cluster,39.6,473.7,23.2,31.31\ncell-924,hospital_zone,71.8,97.0,42.1,10.47\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": "fadda90233b19bb65c078ad44f5ca89b00e4486a24e53ff1ba875c81cf466e54", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-292,south_cluster,17.4,346.3,23.1,12.74\ncell-396,north_cluster,91.2,239.3,53.4,30.14\ncell-413,stadium,42.5,411.9,27.2,24.19\ncell-484,south_cluster,56.9,94.5,40.0,9.11\ncell-550,hospital_zone,17.4,132.1,28.6,22.48\ncell-665,hospital_zone,64.8,197.6,35.4,14.04\ncell-675,south_cluster,69.0,592.9,48.8,29.63\ncell-718,hospital_zone,44.7,409.2,35.2,6.92\ncell-732,north_cluster,19.2,175.2,19.3,15.89\ncell-733,stadium,46.4,616.5,31.8,21.19\ncell-786,north_cluster,40.8,386.1,33.7,17.28\ncell-789,south_cluster,73.6,320.1,41.7,14.96\ncell-791,south_cluster,54.0,231.2,38.9,16.00\ncell-813,north_cluster,42.2,516.4,29.4,33.39\ncell-835,hospital_zone,77.8,588.3,58.9,31.49\ncell-836,north_cluster,75.2,110.1,44.8,34.72\ncell-856,stadium,66.2,498.4,44.5,6.69\ncell-944,stadium,24.1,59.4,25.6,12.78\ncell-969,hospital_zone,75.5,340.5,52.2,28.85\ncell-993,stadium,70.5,159.7,44.3,25.81\ncell-996,south_cluster,51.0,281.1,44.7,2.09\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": "9b863475a82040ae1b82c8194c8ef93cbf10f5cf2320e393dd01faeeefa37a29", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-396", "edge_ue_thr_mbps": "cell-996"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0159", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-134,hospital_zone,16.7,123.6,16.8,27.49\ncell-139,hospital_zone,84.8,346.0,52.6,9.19\ncell-140,north_cluster,18.5,486.5,21.3,16.89\ncell-171,south_cluster,31.3,365.6,27.9,16.48\ncell-173,north_cluster,55.2,588.9,39.0,15.02\ncell-180,stadium,15.9,347.5,18.5,30.19\ncell-189,stadium,91.0,623.5,57.8,15.18\ncell-268,stadium,41.3,209.4,27.7,10.25\ncell-360,south_cluster,79.5,71.5,52.8,35.94\ncell-385,south_cluster,79.7,328.3,53.2,30.87\ncell-441,south_cluster,26.6,420.7,22.0,15.79\ncell-521,north_cluster,62.1,386.0,49.3,13.37\ncell-552,hospital_zone,18.5,308.9,24.6,1.12\ncell-734,north_cluster,31.5,235.8,31.9,31.93\ncell-790,north_cluster,44.8,292.8,42.6,24.98\ncell-804,south_cluster,52.2,377.8,44.9,20.14\ncell-839,hospital_zone,55.1,329.9,35.3,34.41\ncell-846,south_cluster,51.2,445.0,46.3,23.53\ncell-886,hospital_zone,64.3,233.0,47.0,8.93\ncell-970,stadium,24.2,447.3,23.1,32.61\ncell-984,stadium,34.9,76.5,26.9,30.05\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": "64cfa24d6ca11258890dcb3814752272d5f12332931abf950798fed4ecd62a7d", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-189", "edge_ue_thr_mbps": "cell-552"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0160", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,33.6,331.6,31.5,22.55\ncell-151,hospital_zone,63.0,614.1,43.9,18.91\ncell-163,stadium,40.0,626.5,24.6,34.69\ncell-182,north_cluster,66.0,356.7,42.5,30.52\ncell-279,hospital_zone,49.7,511.1,36.0,27.57\ncell-290,south_cluster,59.1,603.0,42.6,25.04\ncell-310,hospital_zone,81.5,201.8,52.0,22.19\ncell-311,north_cluster,75.8,73.7,46.4,19.52\ncell-343,stadium,47.2,444.9,43.1,18.99\ncell-440,north_cluster,48.0,503.0,40.1,33.25\ncell-460,hospital_zone,94.9,90.7,67.0,22.28\ncell-559,north_cluster,75.1,259.3,45.8,6.48\ncell-560,stadium,29.8,440.4,25.2,27.79\ncell-607,stadium,55.4,304.8,45.4,1.72\ncell-675,hospital_zone,26.2,538.4,21.8,18.92\ncell-757,south_cluster,18.8,446.6,16.2,28.62\ncell-817,south_cluster,32.7,186.7,31.6,28.59\ncell-853,south_cluster,62.1,330.8,42.4,29.62\ncell-878,north_cluster,31.8,89.6,25.4,6.14\ncell-923,south_cluster,50.1,349.5,44.6,27.98\ncell-929,stadium,71.0,450.4,50.4,25.38\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": "df4950a8b2d317ee1129a690c06fc608ca46b76a9a8ea1a48a6c60baf07c29e4", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-460", "edge_ue_thr_mbps": "cell-607"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0161", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,32.2,466.8,21.2,25.59\ncell-123,stadium,60.1,167.2,47.0,28.32\ncell-203,south_cluster,42.7,194.5,27.8,33.79\ncell-369,north_cluster,20.8,553.8,31.5,20.91\ncell-400,stadium,35.7,421.0,33.3,33.47\ncell-489,south_cluster,87.1,232.3,61.7,33.33\ncell-556,hospital_zone,41.5,489.3,29.3,20.36\ncell-575,hospital_zone,53.2,538.5,46.5,16.89\ncell-622,hospital_zone,54.3,491.4,46.0,0.53\ncell-656,north_cluster,51.0,454.4,35.1,22.82\ncell-659,south_cluster,76.0,58.7,48.4,11.79\ncell-731,hospital_zone,45.0,286.4,31.6,25.56\ncell-745,stadium,20.1,599.8,15.0,30.48\ncell-759,south_cluster,66.5,38.3,43.2,23.91\ncell-773,north_cluster,72.6,447.7,50.9,27.45\ncell-782,hospital_zone,43.4,437.9,26.4,28.78\ncell-845,stadium,64.2,533.3,45.4,5.44\ncell-930,south_cluster,68.9,657.2,49.8,29.21\ncell-934,south_cluster,15.8,345.5,17.0,19.46\ncell-968,north_cluster,31.9,628.7,24.4,10.41\ncell-975,stadium,18.8,536.0,16.3,16.75\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": "7fecd09030eb00fdceffab371af9f64b27c19689883fb2ea1f9ee5a9763575a8", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-489", "edge_ue_thr_mbps": "cell-622"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0162", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,south_cluster,27.6,75.4,31.1,22.53\ncell-122,hospital_zone,71.4,624.6,46.8,24.31\ncell-123,south_cluster,63.4,69.7,42.7,14.62\ncell-159,north_cluster,76.5,522.0,44.2,19.67\ncell-164,hospital_zone,77.4,68.6,47.1,8.13\ncell-208,south_cluster,54.2,156.6,39.4,6.88\ncell-358,hospital_zone,79.1,638.8,51.3,31.16\ncell-397,hospital_zone,16.3,611.6,25.6,17.65\ncell-415,stadium,89.6,84.1,54.6,6.10\ncell-426,stadium,17.9,176.6,20.6,1.79\ncell-439,stadium,80.0,636.6,51.0,34.79\ncell-467,stadium,20.3,572.1,18.3,6.36\ncell-481,south_cluster,62.6,642.0,52.1,33.80\ncell-580,north_cluster,49.1,101.0,33.4,6.70\ncell-621,stadium,54.6,54.7,44.8,27.31\ncell-691,hospital_zone,18.4,69.5,19.9,25.51\ncell-718,south_cluster,97.9,105.8,68.8,31.42\ncell-743,north_cluster,57.9,580.9,38.5,32.91\ncell-754,north_cluster,72.0,451.0,44.1,32.88\ncell-786,stadium,65.8,448.4,37.7,29.54\ncell-870,north_cluster,38.2,415.4,29.6,6.54\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": "92dd7c265e2b75ae1e3931a528182c652563753da38208548688cdea2b76080e", "tokens_cl100k": {"telemetry": 566, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-718", "edge_ue_thr_mbps": "cell-426"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0163", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-122,stadium,55.6,537.4,39.4,12.41\ncell-168,south_cluster,14.6,380.8,26.7,6.99\ncell-193,hospital_zone,52.5,347.6,38.5,26.17\ncell-271,north_cluster,53.5,96.9,32.3,28.81\ncell-284,stadium,69.0,98.8,48.5,4.33\ncell-354,north_cluster,77.6,334.3,51.5,16.57\ncell-370,stadium,77.1,347.0,51.3,28.69\ncell-414,south_cluster,36.6,428.2,32.8,18.23\ncell-469,north_cluster,94.9,69.7,58.7,34.93\ncell-640,north_cluster,53.3,672.5,44.6,32.31\ncell-666,south_cluster,62.7,490.4,43.9,10.65\ncell-701,stadium,77.6,467.5,50.0,11.83\ncell-704,north_cluster,58.0,211.2,35.0,9.82\ncell-761,hospital_zone,63.1,78.4,50.3,31.36\ncell-770,hospital_zone,24.4,355.9,28.4,11.36\ncell-830,south_cluster,36.3,322.0,30.6,23.03\ncell-832,hospital_zone,30.6,54.8,24.6,14.46\ncell-863,hospital_zone,62.0,183.4,44.0,16.72\ncell-949,south_cluster,75.5,292.5,45.3,9.86\ncell-950,stadium,49.2,57.8,34.5,31.46\ncell-997,stadium,57.7,336.9,48.2,2.27\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": "d8afcac1326083b7907e3e67b30dd569383e2ef639719927d9f6d2d33bcc275f", "tokens_cl100k": {"telemetry": 566, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-469", "edge_ue_thr_mbps": "cell-997"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0164", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-173,north_cluster,44.3,442.9,31.8,13.44\ncell-222,hospital_zone,92.1,212.5,51.2,30.14\ncell-262,north_cluster,61.7,351.1,44.7,12.20\ncell-275,south_cluster,76.2,175.6,50.7,14.28\ncell-310,south_cluster,48.0,573.8,32.8,9.37\ncell-354,stadium,40.5,342.2,35.0,30.28\ncell-401,hospital_zone,33.5,593.8,25.4,10.52\ncell-439,south_cluster,24.2,485.4,24.7,20.93\ncell-487,hospital_zone,50.6,320.4,33.5,28.86\ncell-535,north_cluster,57.1,551.2,34.0,19.46\ncell-560,south_cluster,67.9,301.2,47.7,1.90\ncell-570,north_cluster,30.3,222.5,29.7,31.50\ncell-574,stadium,83.6,199.3,52.3,34.16\ncell-602,stadium,71.5,61.1,54.5,24.32\ncell-627,hospital_zone,79.8,216.9,50.2,7.43\ncell-765,stadium,33.6,476.4,36.5,31.61\ncell-837,south_cluster,29.1,94.3,22.8,5.73\ncell-917,stadium,43.5,523.1,33.1,25.49\ncell-976,south_cluster,47.0,61.7,32.7,9.92\ncell-979,north_cluster,66.2,403.7,51.8,24.25\ncell-997,hospital_zone,28.8,185.9,19.5,27.46\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": "e37f82c35a3e943e10ff4575aac9272e23b7a3bdbcdbbe03f30e8853cf823a5c", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-222", "edge_ue_thr_mbps": "cell-560"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0165", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-142,stadium,85.0,257.0,46.3,7.09\ncell-185,hospital_zone,76.4,538.0,53.1,10.50\ncell-213,stadium,82.7,582.9,55.9,33.49\ncell-280,hospital_zone,48.7,48.8,35.2,28.43\ncell-297,north_cluster,91.3,340.9,56.5,33.43\ncell-310,south_cluster,54.9,363.0,43.3,18.68\ncell-313,hospital_zone,30.2,453.7,29.5,26.07\ncell-337,south_cluster,41.3,244.3,29.1,13.87\ncell-357,north_cluster,29.8,659.5,24.3,11.62\ncell-449,north_cluster,24.5,364.3,24.2,16.23\ncell-463,stadium,64.4,340.7,37.7,7.58\ncell-481,south_cluster,54.9,643.8,41.9,2.28\ncell-487,stadium,56.5,493.7,40.5,11.58\ncell-508,hospital_zone,40.7,70.6,32.5,6.54\ncell-531,north_cluster,50.9,448.7,38.8,17.61\ncell-651,stadium,22.5,360.9,22.4,23.90\ncell-661,south_cluster,81.1,118.6,53.2,22.02\ncell-741,hospital_zone,27.3,219.4,18.6,26.62\ncell-749,south_cluster,81.3,228.9,48.5,13.38\ncell-905,north_cluster,19.6,172.5,23.9,16.93\ncell-998,hospital_zone,70.5,289.2,41.4,27.70\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": "79612e283712e14b3c80a61958cf52ab3f08b99b0ff073100cea7a48afa853bf", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-297", "edge_ue_thr_mbps": "cell-481"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0166", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,hospital_zone,33.7,486.9,25.4,1.09\ncell-113,stadium,71.4,304.2,50.9,30.99\ncell-125,north_cluster,77.7,180.6,46.4,8.44\ncell-133,hospital_zone,54.5,357.7,36.3,9.48\ncell-144,north_cluster,17.9,609.9,26.6,19.21\ncell-154,north_cluster,58.5,504.1,36.3,34.29\ncell-169,north_cluster,36.8,564.0,32.7,12.80\ncell-252,stadium,59.2,640.9,37.9,10.63\ncell-271,south_cluster,55.1,47.0,38.0,31.55\ncell-319,stadium,64.5,79.9,45.6,18.71\ncell-347,south_cluster,74.2,558.4,46.5,14.59\ncell-363,stadium,52.4,126.6,34.7,20.07\ncell-399,north_cluster,25.7,408.6,20.8,6.92\ncell-626,hospital_zone,32.9,489.7,22.3,11.54\ncell-669,hospital_zone,74.6,66.5,45.0,21.84\ncell-696,north_cluster,92.7,368.7,63.1,34.51\ncell-725,stadium,56.4,214.7,45.0,17.50\ncell-734,south_cluster,41.8,226.8,33.3,23.79\ncell-792,south_cluster,36.9,68.5,32.6,7.06\ncell-888,hospital_zone,81.3,48.3,54.6,9.66\ncell-964,south_cluster,31.4,93.6,25.3,22.18\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": "f673fe693cc9d7e2c97928017e880ce166c10cbd3bad410b093833997b69a2c8", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,south_cluster,69.1,232.7,45.9,16.16\ncell-174,stadium,41.0,60.7,27.5,13.90\ncell-235,stadium,67.2,459.4,52.8,0.78\ncell-271,hospital_zone,28.4,27.1,35.7,16.24\ncell-292,north_cluster,94.1,652.5,54.2,22.52\ncell-388,stadium,64.9,429.6,46.1,18.36\ncell-551,south_cluster,18.6,229.2,20.3,28.63\ncell-621,hospital_zone,22.5,313.5,23.4,35.35\ncell-634,hospital_zone,22.7,116.7,19.6,22.79\ncell-655,south_cluster,30.8,181.0,29.4,16.65\ncell-663,hospital_zone,75.8,521.7,48.6,27.15\ncell-666,stadium,31.4,34.2,24.6,20.81\ncell-703,stadium,34.4,229.4,28.4,30.78\ncell-723,south_cluster,78.7,213.1,51.3,14.60\ncell-759,north_cluster,18.3,310.1,24.9,11.64\ncell-764,north_cluster,80.8,393.9,55.3,9.33\ncell-816,north_cluster,85.0,585.3,60.2,31.70\ncell-931,stadium,74.4,617.6,56.3,6.27\ncell-944,north_cluster,45.2,64.2,34.7,30.66\ncell-945,south_cluster,45.0,121.7,35.0,16.15\ncell-997,hospital_zone,35.6,477.2,38.2,29.94\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": "517f010e39d36a2256c34c3c03379a44ac0d3155662af2ba1199217587544f1f", "tokens_cl100k": {"telemetry": 566, "text": 39}, "extreme_cells": {"prb_util_pct": "cell-292", "edge_ue_thr_mbps": "cell-235"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0168", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,stadium,54.9,115.6,41.8,28.05\ncell-122,stadium,68.5,277.6,50.8,19.02\ncell-137,south_cluster,82.6,263.3,50.7,9.67\ncell-238,stadium,84.0,580.8,47.6,14.78\ncell-253,hospital_zone,75.9,89.6,53.7,30.70\ncell-258,hospital_zone,76.5,617.6,46.8,18.73\ncell-323,north_cluster,51.0,529.9,34.8,11.78\ncell-364,hospital_zone,68.9,612.7,43.9,30.38\ncell-420,south_cluster,66.4,618.6,37.3,25.88\ncell-441,hospital_zone,21.2,365.5,15.6,11.42\ncell-450,south_cluster,27.1,347.1,29.8,25.38\ncell-493,north_cluster,70.5,114.6,46.7,12.24\ncell-506,stadium,39.6,312.0,34.7,12.89\ncell-521,south_cluster,61.0,364.0,42.4,8.07\ncell-569,north_cluster,63.7,199.8,45.3,33.28\ncell-606,south_cluster,26.3,301.9,23.0,19.68\ncell-650,hospital_zone,59.3,409.0,45.3,23.34\ncell-668,stadium,87.5,170.6,48.1,9.52\ncell-742,hospital_zone,42.6,481.8,29.1,13.93\ncell-764,north_cluster,28.1,600.4,29.2,1.81\ncell-771,north_cluster,34.6,511.0,24.1,28.15\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": "80692bc49975de51ed134e4879fd102903948be26aee2df71c5fccb190811b9e", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-668", "edge_ue_thr_mbps": "cell-764"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0169", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,21.6,173.8,23.8,5.46\ncell-139,hospital_zone,32.4,272.1,34.1,25.86\ncell-142,south_cluster,40.7,322.9,29.9,26.50\ncell-166,south_cluster,34.6,594.0,23.1,1.19\ncell-191,stadium,89.7,521.3,62.8,6.58\ncell-205,north_cluster,26.1,541.3,20.4,5.27\ncell-245,south_cluster,31.5,480.9,33.0,26.47\ncell-256,south_cluster,68.3,240.2,42.2,6.45\ncell-304,north_cluster,24.2,494.0,26.4,13.86\ncell-325,stadium,32.8,46.1,24.1,22.33\ncell-369,stadium,48.8,219.8,42.7,18.92\ncell-413,north_cluster,50.6,328.5,36.5,14.71\ncell-419,stadium,35.1,180.6,27.3,29.06\ncell-472,south_cluster,72.0,161.4,46.5,13.17\ncell-562,north_cluster,40.4,517.0,36.6,5.96\ncell-574,hospital_zone,31.6,437.9,33.7,23.97\ncell-645,south_cluster,29.2,167.7,37.5,15.92\ncell-658,hospital_zone,59.4,282.7,40.6,5.04\ncell-683,hospital_zone,31.5,624.5,28.7,11.23\ncell-810,north_cluster,20.9,554.2,18.5,33.42\ncell-835,hospital_zone,18.6,261.0,22.3,18.10\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": "be49ac36ffbb2a5c7c7ce25f5b62c2894e3302a0a28c740bee4c5af4b7baaa85", "tokens_cl100k": {"telemetry": 567, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-191", "edge_ue_thr_mbps": "cell-166"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0170", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,stadium,60.1,78.1,48.9,23.65\ncell-147,north_cluster,20.9,215.7,14.3,30.39\ncell-154,hospital_zone,56.0,594.6,47.9,1.02\ncell-274,south_cluster,23.6,517.4,19.6,6.32\ncell-348,hospital_zone,16.7,148.3,21.2,24.44\ncell-372,hospital_zone,28.7,413.3,20.8,32.17\ncell-464,stadium,32.3,448.6,33.4,9.81\ncell-474,south_cluster,93.4,541.0,60.6,33.50\ncell-480,south_cluster,62.5,62.9,50.4,21.69\ncell-486,north_cluster,83.4,83.8,44.4,29.86\ncell-589,south_cluster,80.5,613.4,52.2,30.49\ncell-629,stadium,33.5,274.1,28.0,30.11\ncell-660,stadium,40.3,377.6,35.0,6.30\ncell-668,stadium,65.1,168.5,44.2,22.93\ncell-681,north_cluster,73.5,439.2,50.9,21.91\ncell-747,hospital_zone,68.1,32.3,46.5,19.10\ncell-908,hospital_zone,31.3,217.9,28.9,11.20\ncell-934,north_cluster,58.3,528.5,36.9,15.14\ncell-951,south_cluster,37.3,392.2,31.3,33.62\ncell-959,stadium,64.3,222.7,35.2,15.54\ncell-971,north_cluster,67.1,165.8,37.7,29.64\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": "186d0f19b809c6946a7c6e4f6c9b67b68ca07c5be510f480597821107cc4b4f0", "tokens_cl100k": {"telemetry": 566, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-474", "edge_ue_thr_mbps": "cell-154"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0171", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-139,south_cluster,53.8,167.6,33.9,9.52\ncell-302,hospital_zone,30.4,106.4,27.1,17.83\ncell-318,north_cluster,53.2,132.4,43.0,21.07\ncell-357,stadium,37.3,108.5,31.7,33.28\ncell-410,stadium,47.6,86.9,37.7,8.44\ncell-452,hospital_zone,16.0,398.4,21.1,14.60\ncell-587,stadium,62.0,413.2,52.5,18.40\ncell-597,south_cluster,51.6,288.4,36.9,32.70\ncell-600,stadium,50.3,148.9,45.1,30.54\ncell-635,hospital_zone,67.8,466.9,49.7,8.59\ncell-669,south_cluster,79.0,644.3,48.8,22.74\ncell-686,north_cluster,36.3,643.5,26.7,30.14\ncell-695,stadium,93.5,532.7,52.7,10.94\ncell-717,north_cluster,36.7,327.7,26.7,10.21\ncell-741,north_cluster,26.1,639.0,17.7,20.87\ncell-763,hospital_zone,55.2,496.2,42.8,23.11\ncell-788,hospital_zone,29.4,616.2,23.0,20.78\ncell-853,south_cluster,29.7,141.7,23.8,12.28\ncell-881,north_cluster,78.1,121.2,44.5,6.78\ncell-911,south_cluster,35.5,618.9,32.3,1.60\ncell-983,north_cluster,34.0,80.2,34.5,22.64\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": "62bca64c3ad5b52d193c1dba8689aac289c8a29e12e8ddaa5bf97e81a878edc0", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-695", "edge_ue_thr_mbps": "cell-911"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0172", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-144,north_cluster,50.3,491.8,34.1,12.29\ncell-210,north_cluster,80.8,330.8,48.1,23.43\ncell-243,stadium,59.6,372.0,41.3,25.35\ncell-263,stadium,63.7,623.9,40.0,28.89\ncell-301,hospital_zone,50.7,212.0,35.0,11.79\ncell-302,south_cluster,43.2,186.5,35.1,16.95\ncell-326,hospital_zone,70.0,513.1,45.5,8.58\ncell-392,north_cluster,24.3,123.7,28.0,29.29\ncell-420,south_cluster,80.4,615.2,44.6,9.13\ncell-444,north_cluster,50.1,191.7,33.8,9.24\ncell-464,hospital_zone,78.2,341.6,52.8,15.87\ncell-549,stadium,74.6,133.3,43.5,16.24\ncell-565,hospital_zone,17.2,138.9,12.5,5.88\ncell-580,stadium,90.8,226.1,55.7,8.45\ncell-609,stadium,26.4,519.5,27.2,22.84\ncell-625,north_cluster,50.9,326.5,39.9,35.25\ncell-629,hospital_zone,25.9,168.6,32.1,14.38\ncell-665,south_cluster,41.1,350.8,25.7,2.08\ncell-817,hospital_zone,60.1,603.0,46.4,33.60\ncell-835,south_cluster,29.9,438.0,30.4,28.16\ncell-967,south_cluster,39.8,429.0,36.4,4.50\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": "df325164c3680bff33b91872080800d6e2f81acc379180660adf1a291ab5683d", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-580", "edge_ue_thr_mbps": "cell-665"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0173", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,30.6,276.2,25.5,13.90\ncell-157,south_cluster,24.1,523.7,26.2,31.70\ncell-324,hospital_zone,89.2,68.2,63.6,7.28\ncell-385,north_cluster,67.4,339.8,50.8,18.38\ncell-420,south_cluster,68.3,414.1,50.3,9.92\ncell-431,hospital_zone,73.1,501.3,51.5,32.44\ncell-444,stadium,52.8,193.2,43.6,10.82\ncell-478,stadium,60.3,178.0,49.8,4.35\ncell-480,stadium,22.0,547.8,26.9,25.51\ncell-537,hospital_zone,66.7,432.0,48.5,24.84\ncell-672,north_cluster,76.1,609.1,44.4,1.24\ncell-695,north_cluster,44.9,209.8,29.3,26.79\ncell-701,north_cluster,69.2,589.8,40.8,27.59\ncell-747,north_cluster,21.6,293.8,22.5,27.47\ncell-800,stadium,43.5,214.7,42.7,25.77\ncell-834,south_cluster,19.1,273.0,20.0,7.24\ncell-842,hospital_zone,59.1,472.9,40.7,15.80\ncell-885,hospital_zone,41.7,376.6,39.3,18.43\ncell-934,stadium,14.4,227.3,22.5,3.11\ncell-984,south_cluster,51.4,425.2,41.7,33.58\ncell-988,south_cluster,34.8,553.5,27.4,22.79\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": "ceb99ced1ba1445122a059880c2d5f8157cb3035c83da8659ad4b45d4cfa1489", "tokens_cl100k": {"telemetry": 567, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-324", "edge_ue_thr_mbps": "cell-672"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0174", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-138,stadium,49.7,245.3,37.8,23.30\ncell-147,stadium,32.9,574.5,35.9,22.68\ncell-194,south_cluster,64.2,299.1,49.2,31.13\ncell-227,hospital_zone,54.2,397.1,35.2,9.04\ncell-254,north_cluster,66.4,278.4,51.1,7.14\ncell-274,hospital_zone,37.9,204.1,32.5,34.24\ncell-298,stadium,84.8,214.7,56.1,10.62\ncell-337,north_cluster,54.5,166.0,35.6,25.67\ncell-373,north_cluster,85.2,332.3,48.2,9.81\ncell-386,south_cluster,47.0,173.6,30.1,14.87\ncell-480,north_cluster,70.2,206.7,54.0,31.80\ncell-527,stadium,95.4,416.7,60.5,8.81\ncell-579,hospital_zone,57.7,635.9,40.2,11.90\ncell-619,hospital_zone,52.2,286.9,34.1,16.90\ncell-626,south_cluster,47.9,538.7,32.6,16.71\ncell-712,north_cluster,24.3,53.8,20.3,33.27\ncell-772,north_cluster,37.9,70.5,33.8,18.66\ncell-851,south_cluster,80.6,639.0,44.5,9.79\ncell-919,stadium,20.5,458.6,21.6,19.97\ncell-958,hospital_zone,72.5,436.7,47.1,0.25\ncell-965,south_cluster,37.0,382.1,30.2,26.93\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": "559f3ab3b5de7d7a71d1a9fb71c90cd77fe8d8fab668bf3741b8658e25988ca5", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-146,hospital_zone,36.5,62.3,29.3,20.49\ncell-199,north_cluster,65.9,318.4,41.1,13.32\ncell-225,hospital_zone,57.1,430.3,33.9,26.14\ncell-252,south_cluster,18.6,333.3,27.6,19.89\ncell-255,south_cluster,39.0,80.1,25.9,6.28\ncell-357,north_cluster,38.2,287.0,33.1,8.87\ncell-381,hospital_zone,88.7,530.4,60.1,33.93\ncell-434,stadium,76.0,82.4,51.1,19.22\ncell-464,south_cluster,30.5,556.1,19.6,26.73\ncell-488,stadium,38.0,557.7,29.4,28.20\ncell-503,hospital_zone,63.2,322.7,43.8,16.18\ncell-554,north_cluster,61.9,465.2,46.4,10.67\ncell-604,hospital_zone,27.3,117.6,17.7,26.52\ncell-631,stadium,16.2,571.4,14.9,14.00\ncell-637,north_cluster,20.8,101.6,24.3,32.71\ncell-738,south_cluster,76.4,282.9,48.6,0.02\ncell-802,stadium,77.7,178.8,47.0,7.61\ncell-809,north_cluster,41.4,346.7,32.0,14.44\ncell-899,stadium,46.4,584.6,34.0,8.50\ncell-968,hospital_zone,54.0,400.8,32.6,24.86\ncell-997,south_cluster,23.6,422.2,28.7,28.54\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": "2a87355edef3619f023500017707880829f362bd865a4e8df314268b9056433d", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-381", "edge_ue_thr_mbps": "cell-738"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0176", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-168,north_cluster,86.2,390.5,55.3,12.14\ncell-198,stadium,51.7,146.6,36.3,26.66\ncell-243,stadium,19.4,260.8,13.6,20.56\ncell-304,hospital_zone,21.6,394.6,26.3,18.92\ncell-352,hospital_zone,51.3,408.4,40.0,8.68\ncell-418,south_cluster,35.0,323.1,27.0,3.75\ncell-423,stadium,23.6,574.2,16.6,8.12\ncell-429,north_cluster,15.5,118.5,23.0,30.17\ncell-644,north_cluster,42.4,210.5,32.7,8.43\ncell-647,south_cluster,76.1,641.4,52.5,5.83\ncell-657,stadium,41.0,339.8,41.7,11.99\ncell-659,hospital_zone,27.3,73.8,20.3,26.67\ncell-661,stadium,12.8,626.2,25.3,1.00\ncell-716,north_cluster,51.2,367.8,37.6,22.62\ncell-737,hospital_zone,47.4,79.4,36.0,16.99\ncell-751,hospital_zone,56.9,550.5,36.8,29.01\ncell-903,stadium,35.5,380.0,34.1,31.11\ncell-936,south_cluster,25.3,353.3,15.6,30.36\ncell-954,south_cluster,40.2,449.4,34.0,25.15\ncell-982,north_cluster,53.8,237.8,42.7,16.62\ncell-990,south_cluster,39.2,142.8,30.1,22.96\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": "45adee3a0c28881c8a1d19364e34e5ee3a674ba91d2bcee0d81058fd581b2805", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-154,north_cluster,24.8,128.4,34.8,31.92\ncell-234,north_cluster,37.2,213.6,30.7,17.72\ncell-239,stadium,37.1,567.0,23.3,10.85\ncell-242,hospital_zone,39.3,201.1,31.7,19.56\ncell-269,south_cluster,49.1,318.6,41.3,27.61\ncell-404,north_cluster,58.6,590.4,42.7,5.21\ncell-420,stadium,56.2,570.1,37.9,24.25\ncell-467,stadium,65.5,111.1,43.5,8.34\ncell-516,south_cluster,21.7,462.6,16.0,6.66\ncell-564,north_cluster,89.3,657.6,56.6,24.14\ncell-570,hospital_zone,24.3,242.7,18.8,22.42\ncell-607,south_cluster,48.9,538.8,37.2,20.85\ncell-628,hospital_zone,36.4,407.8,30.8,19.57\ncell-717,stadium,23.1,582.6,21.3,13.01\ncell-735,north_cluster,64.3,624.5,44.0,27.53\ncell-745,hospital_zone,40.2,218.5,37.2,15.71\ncell-767,south_cluster,53.8,499.0,36.3,0.01\ncell-769,south_cluster,55.8,420.5,42.4,14.49\ncell-791,stadium,23.0,507.9,26.8,11.01\ncell-859,stadium,67.5,613.4,43.6,19.02\ncell-971,hospital_zone,79.4,563.7,44.8,11.93\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": "5119ae5f9bed908ed1ca20d707836f8ebf7486d0081f3334abf082520d784c0c", "tokens_cl100k": {"telemetry": 566, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-564", "edge_ue_thr_mbps": "cell-767"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0178", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,south_cluster,79.3,292.6,53.1,25.02\ncell-224,south_cluster,76.9,330.0,46.2,15.15\ncell-362,north_cluster,43.7,480.1,29.6,2.63\ncell-400,north_cluster,54.1,364.1,39.3,18.84\ncell-461,hospital_zone,36.2,346.1,25.0,32.07\ncell-499,stadium,32.3,552.6,29.9,31.30\ncell-502,hospital_zone,65.8,577.2,44.5,11.12\ncell-541,south_cluster,69.0,436.3,47.9,32.72\ncell-545,south_cluster,64.0,545.6,46.4,19.37\ncell-561,hospital_zone,71.5,104.8,49.0,26.36\ncell-610,hospital_zone,63.4,236.8,48.2,27.29\ncell-623,stadium,53.6,259.7,37.5,27.91\ncell-688,stadium,38.9,494.3,36.5,17.69\ncell-718,hospital_zone,22.0,589.0,18.9,26.37\ncell-747,north_cluster,79.8,584.7,44.6,26.59\ncell-764,hospital_zone,65.5,316.7,42.4,16.88\ncell-810,stadium,54.7,398.1,43.4,23.10\ncell-883,north_cluster,81.0,91.9,62.9,15.32\ncell-945,south_cluster,90.3,218.4,60.1,15.44\ncell-986,stadium,22.6,573.7,17.0,16.23\ncell-990,north_cluster,37.5,622.8,35.8,6.97\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": "02f86196ca210d6bb1cbb17bcde048da9514317be2b3e1bf2b80cf03ccb40d3c", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,stadium,75.0,664.1,56.9,4.19\ncell-172,north_cluster,40.4,131.8,40.4,0.96\ncell-296,hospital_zone,15.3,368.9,23.7,13.74\ncell-349,north_cluster,37.7,483.9,33.7,7.94\ncell-423,stadium,37.5,320.2,31.4,11.71\ncell-442,stadium,69.5,596.5,42.9,13.24\ncell-491,south_cluster,66.4,235.6,43.7,26.22\ncell-538,stadium,42.8,631.1,30.8,18.46\ncell-548,hospital_zone,38.0,207.9,25.2,29.37\ncell-558,hospital_zone,64.7,73.1,43.8,27.59\ncell-571,south_cluster,43.1,432.8,37.1,22.53\ncell-603,hospital_zone,47.8,262.4,35.5,16.65\ncell-617,north_cluster,40.4,610.0,31.5,14.79\ncell-769,south_cluster,39.2,368.0,34.2,22.00\ncell-774,south_cluster,89.3,572.4,53.2,17.65\ncell-859,stadium,41.8,216.8,35.2,22.50\ncell-904,south_cluster,46.4,111.7,34.6,5.12\ncell-933,stadium,22.7,248.4,13.7,31.58\ncell-964,hospital_zone,48.1,75.6,34.1,21.58\ncell-977,north_cluster,30.3,425.3,27.2,34.61\ncell-982,north_cluster,73.4,357.6,39.0,25.12\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": "1dca136030a25df06ba1bcde0f10d0926060703e5bd049deed7e693d806821ec", "tokens_cl100k": {"telemetry": 566, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-774", "edge_ue_thr_mbps": "cell-172"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0180", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-142,stadium,32.8,484.7,28.6,23.17\ncell-174,north_cluster,31.0,390.4,28.0,31.52\ncell-183,stadium,88.1,238.9,57.5,32.36\ncell-208,north_cluster,32.7,274.4,29.8,14.84\ncell-272,south_cluster,74.5,634.0,41.4,18.99\ncell-302,hospital_zone,35.9,221.8,37.1,26.67\ncell-389,south_cluster,58.7,150.9,45.5,26.16\ncell-415,north_cluster,47.5,232.4,32.4,19.13\ncell-443,hospital_zone,52.9,165.5,46.6,20.75\ncell-456,stadium,49.0,85.3,30.5,10.41\ncell-522,south_cluster,72.9,106.9,47.2,23.06\ncell-533,south_cluster,23.4,384.7,25.7,0.97\ncell-647,stadium,26.1,622.0,19.0,33.58\ncell-751,hospital_zone,66.0,109.6,47.8,24.56\ncell-807,stadium,65.7,594.4,44.5,17.61\ncell-844,hospital_zone,29.9,117.5,21.9,8.74\ncell-870,stadium,49.2,571.2,34.6,10.12\ncell-877,north_cluster,68.5,623.6,43.9,26.88\ncell-914,north_cluster,14.6,330.7,15.3,19.36\ncell-951,hospital_zone,37.1,458.2,31.6,19.42\ncell-977,south_cluster,20.6,152.8,24.5,19.77\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": "caee4c5bd2981a803f846068df3e5d3cb2f3e07028bd3b0499d70f51102015a6", "tokens_cl100k": {"telemetry": 566, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-183", "edge_ue_thr_mbps": "cell-533"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0181", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,stadium,31.1,305.1,28.5,14.19\ncell-114,hospital_zone,50.5,309.7,37.0,10.57\ncell-211,hospital_zone,40.2,367.2,38.3,21.30\ncell-254,stadium,38.3,621.1,34.9,12.67\ncell-302,north_cluster,25.8,468.3,20.1,30.03\ncell-310,south_cluster,30.5,619.5,29.4,16.57\ncell-335,south_cluster,20.2,554.2,22.9,33.11\ncell-341,north_cluster,79.3,186.8,49.4,29.97\ncell-373,north_cluster,97.2,534.8,66.3,15.92\ncell-449,south_cluster,64.3,233.2,47.2,2.36\ncell-454,north_cluster,23.7,397.5,29.9,32.51\ncell-561,hospital_zone,31.8,300.0,30.1,21.89\ncell-630,south_cluster,55.8,510.9,37.1,20.51\ncell-665,south_cluster,79.9,195.9,52.7,18.93\ncell-668,hospital_zone,34.7,383.4,29.0,10.02\ncell-680,north_cluster,50.6,450.0,36.9,31.19\ncell-688,south_cluster,87.1,388.8,55.5,33.62\ncell-722,stadium,83.6,43.1,57.0,13.08\ncell-849,hospital_zone,64.0,365.1,43.9,34.70\ncell-859,stadium,18.2,577.5,19.1,11.77\ncell-936,stadium,65.5,325.0,45.2,32.27\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": "86c76ff019faf63ed38880d61b7907603fde0d170d203a143ee4388252b40705", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-373", "edge_ue_thr_mbps": "cell-449"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0182", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,south_cluster,76.8,469.2,51.6,8.73\ncell-207,stadium,28.4,77.9,32.3,13.78\ncell-246,south_cluster,22.9,290.7,18.5,35.41\ncell-295,south_cluster,43.2,69.1,29.0,30.09\ncell-320,hospital_zone,18.0,461.3,24.6,28.80\ncell-340,south_cluster,32.1,591.0,35.9,17.70\ncell-470,north_cluster,45.6,349.2,34.4,12.46\ncell-481,hospital_zone,61.0,562.1,38.9,12.23\ncell-504,north_cluster,32.3,615.5,31.8,7.58\ncell-512,stadium,50.0,128.7,37.0,26.14\ncell-516,stadium,31.6,77.5,28.7,7.04\ncell-646,stadium,61.9,316.2,39.8,27.06\ncell-653,hospital_zone,42.1,126.6,31.2,31.73\ncell-707,south_cluster,87.8,565.9,54.9,8.09\ncell-716,north_cluster,54.5,226.1,40.2,1.58\ncell-721,stadium,60.3,411.7,36.6,22.32\ncell-722,hospital_zone,24.2,378.1,16.7,18.16\ncell-772,hospital_zone,28.2,137.7,22.4,9.92\ncell-803,south_cluster,17.1,480.1,20.2,33.40\ncell-827,north_cluster,35.4,543.1,37.1,30.56\ncell-919,north_cluster,38.0,411.1,27.8,18.20\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": "a055b883b9ba73881c10a034e52373713204b2283e9bf8ceab5c1d6377f3ff89", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,72.1,136.8,45.5,21.94\ncell-213,hospital_zone,64.9,410.4,44.2,30.77\ncell-270,stadium,92.1,91.3,60.0,24.08\ncell-298,hospital_zone,84.4,514.6,48.8,0.58\ncell-375,north_cluster,62.0,88.9,40.3,5.84\ncell-385,north_cluster,69.3,109.8,46.2,28.82\ncell-433,stadium,37.9,106.7,25.6,5.57\ncell-446,north_cluster,66.2,300.0,44.3,16.24\ncell-519,south_cluster,47.9,292.9,29.7,19.10\ncell-604,hospital_zone,67.7,451.5,46.9,15.94\ncell-667,south_cluster,40.9,101.8,32.7,19.39\ncell-738,hospital_zone,17.5,474.6,12.9,25.07\ncell-747,north_cluster,31.2,453.8,28.2,24.77\ncell-765,stadium,43.4,375.7,38.9,20.94\ncell-832,hospital_zone,36.6,224.9,26.5,23.56\ncell-840,stadium,63.4,203.2,46.4,6.98\ncell-870,south_cluster,36.4,571.6,36.9,33.14\ncell-872,north_cluster,56.1,289.6,48.1,13.71\ncell-873,north_cluster,39.8,232.2,36.9,20.48\ncell-946,stadium,42.9,151.9,28.6,26.91\ncell-995,south_cluster,77.8,217.4,47.4,29.06\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": "f8c270d4341eed74e300e0069bd2be382b49190f64772f7d39ea6aaf409424f1", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-270", "edge_ue_thr_mbps": "cell-298"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0184", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,43.4,93.3,29.2,10.54\ncell-116,hospital_zone,79.3,164.1,58.5,31.35\ncell-167,stadium,74.2,329.8,42.9,33.96\ncell-168,hospital_zone,66.6,108.9,43.1,20.76\ncell-272,hospital_zone,13.1,585.3,12.9,5.68\ncell-277,south_cluster,78.4,235.1,44.4,29.39\ncell-278,south_cluster,95.4,356.0,60.5,28.13\ncell-284,north_cluster,25.1,230.1,27.4,1.61\ncell-340,hospital_zone,44.6,382.3,33.1,27.16\ncell-372,south_cluster,51.0,231.6,41.4,7.45\ncell-407,stadium,21.3,115.9,14.9,22.51\ncell-443,south_cluster,81.8,546.2,59.3,26.89\ncell-534,hospital_zone,80.2,310.9,45.8,25.62\ncell-620,north_cluster,32.8,82.6,25.6,17.82\ncell-771,south_cluster,25.9,528.6,24.7,25.94\ncell-795,north_cluster,43.7,629.1,26.2,28.58\ncell-833,north_cluster,56.2,409.8,35.3,23.26\ncell-856,stadium,31.0,259.4,26.6,23.79\ncell-912,north_cluster,81.7,225.6,52.5,9.60\ncell-935,south_cluster,37.5,52.4,37.1,25.49\ncell-982,stadium,49.0,91.1,32.6,22.22\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": "ec57ec79deb95aed11dcdeef5fa9ed14fc7e7a95056d32d1330e0abd000e04da", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-278", "edge_ue_thr_mbps": "cell-284"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0185", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-221,stadium,80.9,106.0,48.6,4.77\ncell-241,north_cluster,57.7,287.8,33.2,33.64\ncell-252,hospital_zone,45.6,222.4,26.6,17.83\ncell-303,south_cluster,55.9,511.0,34.1,7.33\ncell-380,south_cluster,79.4,183.3,57.3,0.03\ncell-387,south_cluster,54.2,313.6,35.0,6.72\ncell-402,north_cluster,67.5,328.7,49.6,26.03\ncell-408,hospital_zone,39.8,614.5,27.9,18.58\ncell-432,stadium,46.0,62.3,35.3,19.19\ncell-451,stadium,65.3,307.8,41.6,25.42\ncell-466,hospital_zone,52.1,463.4,40.6,7.69\ncell-571,stadium,54.2,563.4,42.9,29.64\ncell-592,hospital_zone,27.4,90.3,16.3,10.62\ncell-657,south_cluster,44.4,187.9,36.4,26.14\ncell-687,south_cluster,53.8,395.3,34.0,16.89\ncell-734,north_cluster,65.2,109.6,48.4,22.06\ncell-850,north_cluster,89.2,247.1,59.8,17.17\ncell-887,stadium,29.0,303.3,26.7,17.51\ncell-920,north_cluster,60.3,246.5,49.0,30.48\ncell-977,hospital_zone,26.3,523.5,21.1,27.60\ncell-991,stadium,18.3,653.1,15.4,8.58\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": "609068c8944bd9c27080b52b73f2d15653c8b9bd211721ef0e3bb50ec5239c0a", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-132,north_cluster,80.9,108.2,46.3,18.55\ncell-175,south_cluster,37.8,622.0,28.6,8.15\ncell-302,stadium,21.5,252.0,27.5,1.28\ncell-360,stadium,30.7,220.5,22.3,34.21\ncell-402,stadium,46.2,312.9,33.5,22.66\ncell-426,hospital_zone,39.9,509.3,35.9,32.70\ncell-446,north_cluster,59.3,345.2,40.5,5.71\ncell-479,stadium,46.0,203.8,34.4,30.93\ncell-501,south_cluster,31.6,234.9,26.1,23.54\ncell-549,stadium,63.0,405.0,45.5,10.14\ncell-557,hospital_zone,82.0,170.9,58.4,13.17\ncell-629,hospital_zone,16.4,159.3,14.8,24.16\ncell-635,hospital_zone,26.6,488.5,23.8,25.42\ncell-664,north_cluster,76.3,470.2,50.9,5.26\ncell-737,hospital_zone,49.6,223.5,31.7,29.34\ncell-847,south_cluster,88.4,346.5,51.4,21.59\ncell-863,hospital_zone,53.0,590.2,29.8,30.68\ncell-891,south_cluster,56.5,369.3,40.1,25.11\ncell-954,north_cluster,79.7,440.7,54.1,31.99\ncell-969,north_cluster,22.1,523.7,27.4,14.26\ncell-989,south_cluster,46.4,513.2,30.0,6.49\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": "c9cbe50962c8babf67432cb160cc7f68d5f78caf488edff9bdb2e5d0959e50ef", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-847", "edge_ue_thr_mbps": "cell-302"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0187", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,hospital_zone,34.4,226.8,31.2,19.31\ncell-130,south_cluster,23.3,526.6,30.2,3.40\ncell-131,stadium,46.4,347.4,37.8,4.89\ncell-154,hospital_zone,19.8,51.7,27.6,29.22\ncell-232,north_cluster,75.9,628.0,51.6,28.51\ncell-262,hospital_zone,53.6,355.6,45.2,5.21\ncell-265,north_cluster,27.6,146.2,28.9,3.97\ncell-270,north_cluster,30.2,195.2,31.0,10.85\ncell-404,south_cluster,79.0,597.0,50.9,8.68\ncell-517,south_cluster,35.8,158.7,33.6,32.64\ncell-549,north_cluster,24.2,89.2,22.6,28.95\ncell-640,north_cluster,78.4,121.4,50.4,33.31\ncell-647,south_cluster,42.0,302.6,35.6,31.17\ncell-648,south_cluster,73.9,392.4,47.5,7.45\ncell-690,south_cluster,20.9,316.8,28.5,16.65\ncell-722,stadium,41.6,499.2,39.3,0.63\ncell-736,hospital_zone,89.0,389.4,56.3,8.85\ncell-812,stadium,56.9,263.7,47.1,8.29\ncell-881,hospital_zone,83.2,54.5,54.7,8.28\ncell-907,stadium,30.1,630.5,20.3,17.50\ncell-936,stadium,22.0,443.4,22.5,16.02\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": "29d7d494290ff2530ba94d827614f06c24a4c23d3dce90a259fd4f635d713e44", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,61.3,162.9,45.4,0.27\ncell-125,north_cluster,83.1,144.2,50.1,20.10\ncell-178,south_cluster,18.3,350.5,18.6,18.37\ncell-182,stadium,15.9,314.0,17.9,5.36\ncell-233,south_cluster,38.5,642.7,33.6,30.22\ncell-259,south_cluster,70.0,556.6,46.1,34.46\ncell-349,hospital_zone,58.1,466.6,45.0,20.77\ncell-372,south_cluster,67.9,427.0,41.6,20.75\ncell-426,south_cluster,30.1,107.6,31.7,9.83\ncell-445,stadium,84.0,518.0,58.7,13.10\ncell-504,north_cluster,15.8,580.6,27.7,28.00\ncell-561,south_cluster,64.1,201.4,35.6,9.13\ncell-566,stadium,41.7,356.1,31.9,26.31\ncell-604,hospital_zone,53.2,607.9,38.3,18.73\ncell-652,hospital_zone,73.0,47.2,47.6,10.64\ncell-677,hospital_zone,40.3,247.6,34.8,16.96\ncell-693,hospital_zone,58.7,263.0,41.3,22.06\ncell-711,north_cluster,81.2,404.2,52.1,5.96\ncell-788,stadium,31.8,424.6,25.4,20.18\ncell-817,north_cluster,26.0,246.0,26.3,30.44\ncell-861,stadium,94.9,617.4,55.1,31.27\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": "dbf79778ed9424ed65e72166c5e7d3907fd5ac9a10cad472cc8be9526a5056cd", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-224,stadium,24.7,525.2,23.6,27.04\ncell-270,hospital_zone,48.5,551.7,36.7,18.49\ncell-325,stadium,54.2,457.1,40.7,7.04\ncell-346,south_cluster,49.8,74.5,38.4,16.78\ncell-362,north_cluster,33.9,484.8,24.3,16.82\ncell-367,hospital_zone,61.2,597.2,40.2,17.67\ncell-440,south_cluster,86.3,416.6,52.7,15.99\ncell-454,south_cluster,58.8,205.1,33.9,29.07\ncell-484,hospital_zone,66.8,360.1,42.0,30.67\ncell-502,hospital_zone,39.3,467.3,30.0,2.81\ncell-508,south_cluster,35.7,258.1,30.6,19.82\ncell-566,north_cluster,19.6,265.0,21.6,24.76\ncell-633,north_cluster,47.2,484.2,34.1,23.27\ncell-669,hospital_zone,41.2,511.5,33.7,25.09\ncell-740,south_cluster,17.5,361.0,19.5,23.98\ncell-742,stadium,22.1,225.7,16.9,13.90\ncell-786,stadium,28.7,66.5,28.6,32.37\ncell-796,north_cluster,76.9,198.0,43.7,18.66\ncell-820,stadium,20.3,580.5,16.4,10.98\ncell-874,stadium,19.8,443.6,17.8,11.69\ncell-927,north_cluster,46.0,60.5,33.0,15.83\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": "8f07f275c4bf382d148ae4bbf23445d1cd396d513e3dfca060ace7d2ea391e07", "tokens_cl100k": {"telemetry": 566, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-440", "edge_ue_thr_mbps": "cell-502"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0190", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-170,hospital_zone,38.8,624.5,27.1,16.77\ncell-182,north_cluster,56.7,158.3,43.5,34.49\ncell-205,stadium,78.4,238.6,55.8,33.16\ncell-219,south_cluster,66.2,132.4,45.7,25.86\ncell-236,north_cluster,59.6,534.5,45.4,7.92\ncell-252,hospital_zone,89.2,320.5,52.2,31.04\ncell-261,south_cluster,24.2,386.6,24.9,25.52\ncell-275,south_cluster,24.9,270.1,26.8,1.32\ncell-305,south_cluster,84.5,132.9,53.8,7.51\ncell-314,north_cluster,78.7,397.7,51.4,23.30\ncell-341,stadium,64.7,125.5,51.1,3.98\ncell-400,stadium,35.4,367.8,36.8,21.58\ncell-462,north_cluster,20.5,409.2,24.3,31.41\ncell-497,hospital_zone,63.6,143.1,42.3,22.36\ncell-570,south_cluster,60.1,548.8,44.4,20.60\ncell-721,stadium,43.0,278.7,37.5,20.94\ncell-729,north_cluster,74.5,339.2,49.5,6.95\ncell-741,hospital_zone,54.4,587.7,39.1,31.69\ncell-792,stadium,17.8,634.8,18.0,14.75\ncell-861,north_cluster,79.1,199.2,49.6,17.43\ncell-980,hospital_zone,26.7,172.9,21.8,21.11\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": "b1dbadf37f12533e72d80aff4e0caa2db1f882afa585bafe86a59301e3c7556f", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-252", "edge_ue_thr_mbps": "cell-275"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0191", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,94.7,474.9,59.8,9.11\ncell-191,stadium,39.9,471.3,39.2,32.70\ncell-253,stadium,80.6,58.8,57.4,8.87\ncell-258,hospital_zone,54.4,608.1,42.3,27.21\ncell-270,south_cluster,83.5,361.2,61.7,24.64\ncell-271,south_cluster,28.3,173.6,18.2,5.76\ncell-272,hospital_zone,31.2,273.0,30.9,33.81\ncell-273,north_cluster,56.0,191.8,44.5,33.85\ncell-279,hospital_zone,38.6,79.8,34.5,29.42\ncell-295,stadium,65.1,158.8,47.6,18.56\ncell-361,north_cluster,85.8,57.0,50.0,27.07\ncell-444,hospital_zone,61.6,138.9,45.3,33.86\ncell-464,south_cluster,51.0,555.0,36.8,26.24\ncell-465,north_cluster,58.7,161.0,44.1,20.86\ncell-503,stadium,80.4,486.7,49.4,25.55\ncell-618,stadium,58.7,106.7,36.9,1.07\ncell-642,hospital_zone,53.4,497.0,31.7,7.22\ncell-698,south_cluster,87.9,241.9,57.3,5.89\ncell-824,south_cluster,23.2,396.1,20.7,23.28\ncell-861,north_cluster,15.3,416.9,16.4,24.51\ncell-971,north_cluster,85.9,608.1,53.4,20.10\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": "f97e50e7355cb429ae22522a6495289891e44b7ea028857fbc7f441036c41937", "tokens_cl100k": {"telemetry": 567, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-108", "edge_ue_thr_mbps": "cell-618"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0192", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,hospital_zone,15.1,474.8,19.1,15.25\ncell-118,stadium,67.0,478.2,39.4,13.28\ncell-119,stadium,71.1,411.0,45.6,9.70\ncell-125,north_cluster,31.0,554.2,26.6,24.02\ncell-127,south_cluster,42.4,548.5,32.0,16.06\ncell-187,stadium,60.0,376.5,38.8,1.14\ncell-268,stadium,27.9,498.0,30.7,24.84\ncell-286,north_cluster,46.5,357.4,29.5,6.59\ncell-339,south_cluster,59.6,106.3,32.8,19.99\ncell-370,stadium,26.6,65.5,28.3,14.40\ncell-507,south_cluster,33.0,406.6,32.5,21.13\ncell-573,hospital_zone,31.5,326.5,22.7,9.81\ncell-624,hospital_zone,54.0,607.6,46.8,14.66\ncell-681,hospital_zone,19.8,637.3,27.9,32.71\ncell-755,south_cluster,57.9,517.3,47.2,15.74\ncell-812,north_cluster,64.4,103.0,42.8,15.41\ncell-816,hospital_zone,91.0,430.0,51.2,31.27\ncell-824,north_cluster,42.8,351.1,36.9,4.81\ncell-882,stadium,71.7,502.3,54.1,34.65\ncell-940,north_cluster,24.0,512.6,24.2,7.11\ncell-984,south_cluster,27.5,157.2,28.6,20.01\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": "da74557668472e9be2ee4702bcb215bbb6b531d537d4c63be45dc167f3aa2b48", "tokens_cl100k": {"telemetry": 566, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-816", "edge_ue_thr_mbps": "cell-187"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0193", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-191,hospital_zone,73.4,498.8,52.6,12.24\ncell-223,stadium,31.7,200.1,27.2,1.26\ncell-334,north_cluster,54.3,212.7,44.6,7.26\ncell-338,stadium,74.7,597.4,51.9,28.36\ncell-399,north_cluster,39.9,456.9,28.3,6.42\ncell-401,north_cluster,84.6,458.1,60.9,25.08\ncell-442,hospital_zone,65.8,329.9,42.5,18.30\ncell-505,hospital_zone,87.8,162.2,59.7,13.95\ncell-506,hospital_zone,88.2,589.2,56.3,31.59\ncell-578,north_cluster,33.1,190.7,22.8,30.19\ncell-642,south_cluster,61.0,256.4,48.6,20.26\ncell-661,hospital_zone,77.5,193.0,56.0,7.84\ncell-688,stadium,74.9,337.6,54.8,20.85\ncell-744,south_cluster,37.0,384.2,27.9,10.54\ncell-761,hospital_zone,24.8,307.1,25.3,13.29\ncell-771,stadium,46.1,563.5,36.5,23.11\ncell-801,south_cluster,14.1,323.4,18.2,29.73\ncell-877,south_cluster,75.3,218.9,47.6,7.96\ncell-883,south_cluster,96.6,366.2,63.9,23.01\ncell-960,stadium,76.2,350.9,52.2,24.71\ncell-987,north_cluster,70.7,297.3,45.8,4.19\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": "6236c9443d9eb153c83bf455757bdac61038262d2e7fe60b21a5d7fcd6ee7350", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-883", "edge_ue_thr_mbps": "cell-223"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0194", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-166,hospital_zone,27.1,272.7,30.0,19.15\ncell-248,south_cluster,48.3,399.9,37.6,16.82\ncell-250,hospital_zone,71.5,195.9,51.9,13.63\ncell-306,south_cluster,73.1,424.2,52.0,28.89\ncell-333,north_cluster,23.5,323.1,28.6,7.25\ncell-429,south_cluster,68.0,509.9,54.6,9.11\ncell-439,hospital_zone,16.1,281.8,17.9,12.35\ncell-452,north_cluster,92.5,91.0,51.3,7.66\ncell-464,stadium,23.3,448.6,19.8,11.64\ncell-486,south_cluster,30.9,283.3,30.0,8.03\ncell-505,south_cluster,16.5,492.5,19.7,31.60\ncell-539,stadium,54.7,68.2,32.9,12.36\ncell-555,hospital_zone,71.6,302.1,48.5,18.22\ncell-568,stadium,84.7,495.0,57.0,1.65\ncell-603,hospital_zone,66.9,640.2,47.3,10.83\ncell-684,stadium,77.1,468.7,45.6,25.01\ncell-740,north_cluster,55.9,640.2,44.2,27.00\ncell-837,north_cluster,19.9,142.2,17.6,6.66\ncell-905,north_cluster,40.4,534.3,36.3,31.99\ncell-926,south_cluster,72.5,629.6,48.8,21.43\ncell-927,stadium,14.8,386.5,18.9,8.73\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": "20664a5b1e286af3d6443062571f4cc31f1779c30842ab7463490f083c3c0f37", "tokens_cl100k": {"telemetry": 567, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-452", "edge_ue_thr_mbps": "cell-568"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0195", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,north_cluster,43.6,144.1,29.8,18.83\ncell-123,stadium,19.3,329.2,18.5,27.69\ncell-239,south_cluster,68.2,577.2,43.4,17.85\ncell-254,stadium,20.9,576.1,26.1,31.13\ncell-350,hospital_zone,39.6,415.2,30.8,21.42\ncell-380,south_cluster,53.1,634.6,38.0,19.53\ncell-473,north_cluster,87.4,87.6,47.5,11.85\ncell-492,stadium,45.4,129.9,33.9,7.42\ncell-537,hospital_zone,44.9,584.4,31.9,16.94\ncell-581,north_cluster,37.7,66.6,28.8,9.71\ncell-602,hospital_zone,45.8,284.6,33.0,12.72\ncell-606,hospital_zone,72.1,207.6,54.2,19.48\ncell-638,stadium,34.0,533.5,22.9,31.73\ncell-640,north_cluster,54.9,600.0,44.9,24.44\ncell-713,hospital_zone,40.8,289.3,34.9,13.69\ncell-765,south_cluster,21.0,495.4,20.8,1.61\ncell-796,south_cluster,24.6,538.9,22.9,21.86\ncell-819,north_cluster,54.1,111.1,38.1,7.06\ncell-883,south_cluster,43.8,462.7,37.7,20.66\ncell-927,stadium,38.1,499.1,23.6,7.44\ncell-984,south_cluster,57.1,368.5,36.6,24.68\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": "8bba356eba56c181741a8e065014ff862ec10bcf83903d9aa0364972225bb48a", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-473", "edge_ue_thr_mbps": "cell-765"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0196", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,stadium,17.8,110.2,21.6,28.30\ncell-114,stadium,79.1,127.7,56.5,7.05\ncell-119,hospital_zone,76.2,344.2,46.8,30.85\ncell-152,hospital_zone,69.0,623.0,48.0,25.32\ncell-194,south_cluster,64.0,516.1,49.2,7.47\ncell-292,stadium,92.5,85.6,65.9,14.84\ncell-295,north_cluster,80.6,275.4,55.1,2.10\ncell-338,north_cluster,26.4,593.6,24.7,20.00\ncell-340,north_cluster,44.7,471.5,35.0,3.71\ncell-434,north_cluster,37.4,326.4,37.4,20.62\ncell-445,hospital_zone,50.6,257.8,42.8,24.58\ncell-458,hospital_zone,36.0,71.1,33.6,13.08\ncell-488,hospital_zone,48.0,642.8,33.3,22.09\ncell-543,south_cluster,22.4,273.0,26.9,4.53\ncell-631,north_cluster,47.2,494.5,34.0,14.04\ncell-657,north_cluster,44.6,263.9,32.1,13.16\ncell-702,south_cluster,69.8,427.2,51.3,28.47\ncell-762,south_cluster,61.0,580.0,44.5,17.70\ncell-797,south_cluster,35.3,468.8,31.2,18.53\ncell-859,stadium,85.9,297.5,51.6,31.71\ncell-922,stadium,39.8,431.0,33.4,5.97\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": "d4d84dd7522a96618bdd2d68bae2ed8855747e8003796ae39d286584aae8ecd2", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-292", "edge_ue_thr_mbps": "cell-295"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0197", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,stadium,89.1,141.3,54.3,11.25\ncell-175,hospital_zone,28.5,499.7,22.9,24.19\ncell-203,stadium,60.4,325.3,50.2,23.61\ncell-210,north_cluster,53.4,624.6,43.2,20.70\ncell-217,south_cluster,21.4,181.5,26.8,32.00\ncell-219,stadium,55.3,634.1,37.0,23.15\ncell-378,north_cluster,66.4,119.9,40.3,0.76\ncell-453,hospital_zone,25.7,168.8,18.6,33.53\ncell-455,south_cluster,57.1,124.1,39.9,5.61\ncell-467,north_cluster,62.0,450.5,47.9,33.21\ncell-474,hospital_zone,77.1,385.9,49.4,11.55\ncell-530,hospital_zone,31.7,93.7,34.9,32.00\ncell-556,stadium,17.7,236.3,20.6,14.81\ncell-574,north_cluster,24.3,206.9,21.8,3.99\ncell-777,south_cluster,37.5,248.5,38.7,18.94\ncell-779,north_cluster,16.6,543.4,22.3,4.72\ncell-843,hospital_zone,18.5,262.8,20.7,20.31\ncell-864,north_cluster,62.7,289.8,51.0,19.76\ncell-893,south_cluster,24.8,557.6,29.6,23.99\ncell-912,south_cluster,49.1,450.0,31.9,22.31\ncell-981,stadium,76.6,132.6,50.9,11.71\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": "f5e7a97685f98cf21a65079fa499845bb0423d524bd770c7e0945e16301f3ed8", "tokens_cl100k": {"telemetry": 567, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-125", "edge_ue_thr_mbps": "cell-378"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0198", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-101,stadium,52.0,176.4,43.2,18.66\ncell-165,stadium,74.0,182.2,50.4,27.42\ncell-168,hospital_zone,21.5,414.6,29.3,15.26\ncell-195,hospital_zone,74.9,240.5,47.1,8.04\ncell-237,north_cluster,28.8,208.1,22.8,29.89\ncell-271,stadium,25.2,258.0,21.2,33.08\ncell-381,south_cluster,28.1,562.2,32.8,22.40\ncell-419,north_cluster,78.4,490.8,58.9,19.37\ncell-425,north_cluster,22.5,313.0,16.2,26.80\ncell-441,south_cluster,67.9,192.7,41.3,33.16\ncell-457,south_cluster,79.5,508.7,47.3,1.68\ncell-482,north_cluster,46.8,261.4,42.6,8.01\ncell-507,stadium,70.0,549.7,45.3,32.35\ncell-523,hospital_zone,78.3,439.3,47.9,24.68\ncell-600,stadium,47.3,320.0,42.8,7.20\ncell-602,hospital_zone,37.3,98.4,36.6,10.63\ncell-785,hospital_zone,36.3,316.4,26.9,18.28\ncell-809,hospital_zone,87.2,239.3,63.0,25.47\ncell-812,north_cluster,31.8,495.2,25.3,31.56\ncell-980,south_cluster,72.3,353.9,53.1,29.64\ncell-988,south_cluster,64.4,600.3,36.7,12.27\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": "059d939cfb1607b394a53fdd72d345e613f4987b8e1cc6d882bd4619481836ea", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-809", "edge_ue_thr_mbps": "cell-457"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0199", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-183,hospital_zone,52.4,346.5,47.6,6.41\ncell-195,south_cluster,43.8,262.3,33.6,33.74\ncell-332,hospital_zone,35.3,397.5,27.6,30.44\ncell-333,north_cluster,46.0,428.1,29.7,18.19\ncell-346,stadium,27.8,223.1,24.9,9.69\ncell-354,hospital_zone,38.9,159.7,32.4,1.39\ncell-493,north_cluster,48.2,109.5,29.0,29.85\ncell-519,north_cluster,27.9,116.3,28.5,27.74\ncell-526,south_cluster,88.5,516.5,57.9,14.43\ncell-536,south_cluster,43.8,86.4,29.8,11.44\ncell-568,stadium,34.2,593.6,26.1,8.84\ncell-615,north_cluster,49.5,304.1,38.9,7.88\ncell-663,hospital_zone,40.7,587.1,27.7,32.43\ncell-682,hospital_zone,66.6,603.1,46.7,34.97\ncell-708,stadium,71.5,637.3,52.2,12.76\ncell-716,north_cluster,43.1,559.6,32.2,11.77\ncell-737,stadium,59.8,219.6,49.0,29.19\ncell-819,hospital_zone,28.3,95.7,25.2,28.75\ncell-827,south_cluster,77.7,449.4,55.5,7.75\ncell-891,stadium,64.1,187.3,49.7,25.22\ncell-901,south_cluster,17.1,37.7,27.2,23.72\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": "bbc4b57bfb391dde0c4fbabc8e5b0301bdcdc2269271d8e2c1e5cc68e00f72e7", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-526", "edge_ue_thr_mbps": "cell-354"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0200", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,hospital_zone,49.1,260.6,35.9,31.63\ncell-141,north_cluster,71.1,144.3,41.5,33.28\ncell-161,south_cluster,46.4,358.2,39.4,27.85\ncell-162,hospital_zone,70.7,284.6,47.8,9.99\ncell-177,south_cluster,33.2,164.8,30.1,32.42\ncell-246,north_cluster,41.0,241.3,34.0,10.94\ncell-436,hospital_zone,77.5,637.9,45.3,28.62\ncell-503,south_cluster,51.1,564.6,40.1,11.03\ncell-510,north_cluster,35.0,99.6,21.8,22.25\ncell-557,stadium,47.7,283.5,40.2,15.03\ncell-589,south_cluster,39.4,58.8,33.0,35.53\ncell-597,hospital_zone,29.5,382.1,20.8,6.64\ncell-620,stadium,22.6,208.5,30.7,30.42\ncell-752,north_cluster,62.7,116.7,43.8,10.20\ncell-757,stadium,27.0,630.6,23.5,9.55\ncell-770,north_cluster,18.1,365.8,26.3,31.45\ncell-774,north_cluster,19.0,182.3,26.3,0.67\ncell-782,stadium,29.0,552.6,18.6,6.18\ncell-793,hospital_zone,87.0,222.2,61.3,19.61\ncell-830,stadium,23.7,189.2,19.9,7.05\ncell-916,south_cluster,81.1,166.7,56.1,14.93\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": "a4d2b54e5b54942b3324a96acc0000fa59bff900eea51b50c90fe0ac08b1cb9c", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-793", "edge_ue_thr_mbps": "cell-774"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0201", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,north_cluster,21.2,655.1,24.7,17.44\ncell-163,north_cluster,31.0,156.6,21.1,33.87\ncell-207,south_cluster,32.4,268.9,28.5,8.03\ncell-225,stadium,67.1,207.8,53.1,9.33\ncell-232,stadium,37.8,296.7,32.3,5.98\ncell-244,hospital_zone,30.9,98.9,24.9,8.05\ncell-298,north_cluster,64.6,603.3,53.6,22.74\ncell-339,south_cluster,15.8,134.7,18.2,27.94\ncell-351,south_cluster,48.8,561.9,42.9,9.20\ncell-359,stadium,69.8,433.5,48.8,22.61\ncell-363,stadium,22.8,514.8,24.8,14.08\ncell-374,south_cluster,47.6,333.2,36.7,25.66\ncell-440,hospital_zone,66.1,326.9,37.8,10.84\ncell-456,hospital_zone,41.0,427.0,41.0,22.13\ncell-493,hospital_zone,55.9,137.6,43.2,4.34\ncell-701,hospital_zone,39.4,246.7,32.3,14.13\ncell-864,north_cluster,88.3,63.9,54.5,5.39\ncell-867,north_cluster,39.7,546.6,34.0,25.49\ncell-895,south_cluster,71.9,301.0,44.3,1.35\ncell-960,south_cluster,34.0,50.0,27.7,23.11\ncell-973,stadium,55.4,288.6,38.5,13.08\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": "36dd6c6b4496159159cee7d5cc2227e91f7aa2d8649efa03e375603a85c762e2", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,stadium,95.1,405.2,61.9,32.27\ncell-157,south_cluster,26.6,286.1,29.2,2.14\ncell-279,hospital_zone,79.4,394.0,43.1,31.48\ncell-299,north_cluster,53.2,71.2,40.1,24.25\ncell-324,stadium,20.5,346.1,21.7,18.73\ncell-329,stadium,18.9,208.9,17.9,12.15\ncell-377,hospital_zone,55.4,198.9,42.0,35.31\ncell-397,stadium,76.6,285.6,47.9,20.77\ncell-399,south_cluster,84.8,565.5,58.5,27.84\ncell-435,north_cluster,76.2,302.8,57.1,5.91\ncell-467,north_cluster,59.5,520.1,47.9,28.81\ncell-489,south_cluster,70.9,420.0,54.8,14.37\ncell-544,north_cluster,80.4,616.4,44.7,20.43\ncell-580,north_cluster,24.2,542.8,20.0,26.23\ncell-687,south_cluster,74.9,332.8,47.3,15.65\ncell-737,stadium,73.2,95.0,57.8,11.60\ncell-763,hospital_zone,61.8,301.1,36.4,30.09\ncell-825,hospital_zone,25.9,379.4,24.9,8.21\ncell-863,hospital_zone,33.3,157.5,27.8,12.11\ncell-887,hospital_zone,19.2,618.6,27.4,29.01\ncell-993,south_cluster,31.0,61.9,32.9,30.90\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": "84b720654901ba07e73a99054b3d5a2fa2a290e7bb55e02fc3e334d8f559289d", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-112", "edge_ue_thr_mbps": "cell-157"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0203", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,north_cluster,32.8,72.3,19.6,11.63\ncell-175,south_cluster,44.7,62.0,40.0,35.03\ncell-203,stadium,40.2,252.3,42.2,31.14\ncell-267,stadium,75.5,340.1,54.3,9.89\ncell-297,stadium,44.9,57.5,35.9,12.59\ncell-316,stadium,36.3,58.6,34.5,17.67\ncell-401,south_cluster,52.8,324.4,38.6,25.05\ncell-466,hospital_zone,36.0,472.5,31.8,17.85\ncell-524,north_cluster,42.6,183.6,33.6,5.18\ncell-558,south_cluster,64.9,246.3,45.2,13.92\ncell-591,north_cluster,31.1,119.9,26.2,30.50\ncell-637,north_cluster,34.1,463.2,33.3,27.60\ncell-656,hospital_zone,17.5,572.5,27.3,12.96\ncell-805,north_cluster,67.3,354.8,39.6,25.98\ncell-840,hospital_zone,85.7,410.1,60.1,20.18\ncell-852,hospital_zone,65.6,512.1,41.6,15.95\ncell-858,hospital_zone,24.0,329.1,20.2,14.10\ncell-875,stadium,59.5,110.9,48.3,25.80\ncell-932,south_cluster,24.1,257.7,30.3,0.01\ncell-968,stadium,22.6,248.7,16.4,33.62\ncell-969,south_cluster,53.7,327.2,34.9,19.42\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": "109678848d359b3ee61cceca89ed8ee0b00b3d9d7fe0d16def7fdc58708044b5", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,26.3,141.2,33.6,22.23\ncell-260,south_cluster,26.6,477.8,22.1,27.39\ncell-298,hospital_zone,71.4,578.9,52.3,18.32\ncell-307,north_cluster,68.6,625.6,46.4,15.81\ncell-313,north_cluster,55.1,378.3,44.2,8.24\ncell-347,south_cluster,20.4,282.7,22.1,28.22\ncell-387,hospital_zone,76.8,189.6,54.5,31.70\ncell-404,south_cluster,48.6,53.9,33.1,31.60\ncell-425,north_cluster,79.9,462.9,51.2,23.07\ncell-551,hospital_zone,40.8,97.0,30.0,14.14\ncell-559,stadium,30.1,62.6,31.2,16.39\ncell-583,stadium,34.0,305.0,29.2,15.18\ncell-617,south_cluster,89.2,111.0,63.8,22.21\ncell-654,stadium,60.6,551.5,44.3,16.99\ncell-711,south_cluster,39.6,190.1,25.8,24.49\ncell-724,hospital_zone,48.0,541.4,33.8,8.51\ncell-728,stadium,69.5,271.3,45.1,27.87\ncell-748,north_cluster,26.5,60.3,30.5,1.91\ncell-755,stadium,36.3,196.0,25.0,16.30\ncell-807,north_cluster,30.4,322.3,26.2,33.85\ncell-925,stadium,20.0,207.4,23.5,4.59\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": "d27d365e46ff46e02ff46270c64587dc68dfe91f7fe0ba597a38f0904b5e2cd6", "tokens_cl100k": {"telemetry": 566, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-617", "edge_ue_thr_mbps": "cell-748"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0205", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,south_cluster,75.1,430.3,51.0,26.16\ncell-132,stadium,35.5,224.9,24.6,1.33\ncell-136,hospital_zone,28.7,261.0,24.7,5.13\ncell-203,hospital_zone,42.9,502.0,32.1,17.74\ncell-227,south_cluster,66.0,409.5,36.7,5.43\ncell-240,south_cluster,85.6,298.2,60.4,6.37\ncell-242,south_cluster,46.0,445.8,28.4,18.28\ncell-276,stadium,34.2,393.2,33.2,30.32\ncell-296,stadium,59.4,386.7,40.9,21.57\ncell-365,stadium,47.4,274.2,38.1,18.34\ncell-563,north_cluster,71.1,350.0,51.6,27.23\ncell-709,south_cluster,82.2,216.8,55.3,7.13\ncell-713,north_cluster,57.9,652.1,39.3,27.98\ncell-725,north_cluster,86.1,144.0,48.1,31.94\ncell-804,hospital_zone,71.8,71.1,43.7,21.25\ncell-813,north_cluster,27.2,200.3,31.6,27.67\ncell-843,stadium,19.0,648.9,25.9,17.45\ncell-863,stadium,38.4,633.7,28.9,7.00\ncell-951,north_cluster,35.5,391.2,25.9,13.46\ncell-991,hospital_zone,94.8,46.4,62.3,6.89\ncell-994,hospital_zone,77.1,615.7,42.1,20.66\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": "368615bc325cf97da279e036749f23afe08a9bc958942895be0efa6061e6393a", "tokens_cl100k": {"telemetry": 566, "text": 43}, "extreme_cells": {"prb_util_pct": "cell-991", "edge_ue_thr_mbps": "cell-132"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0206", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-202,north_cluster,20.3,198.4,20.2,20.47\ncell-234,north_cluster,17.6,412.2,16.7,33.94\ncell-268,hospital_zone,89.0,381.2,58.4,10.29\ncell-292,south_cluster,52.0,325.6,35.7,17.59\ncell-364,south_cluster,78.7,121.5,51.7,6.09\ncell-375,hospital_zone,23.7,553.9,19.2,18.65\ncell-389,north_cluster,28.7,581.4,27.0,29.76\ncell-397,north_cluster,35.8,62.3,26.6,15.50\ncell-429,stadium,25.9,236.1,25.8,31.03\ncell-471,south_cluster,68.8,56.7,41.9,22.29\ncell-523,hospital_zone,23.1,459.2,25.7,20.72\ncell-554,stadium,77.5,616.1,58.5,25.86\ncell-587,stadium,25.5,413.2,26.3,1.68\ncell-709,stadium,73.8,518.8,49.6,20.59\ncell-792,south_cluster,58.4,416.3,41.5,31.15\ncell-878,south_cluster,14.3,232.8,18.4,25.35\ncell-879,stadium,67.4,564.2,54.2,35.24\ncell-909,hospital_zone,32.4,552.3,29.5,21.25\ncell-915,stadium,66.7,371.4,47.1,7.03\ncell-925,north_cluster,43.7,433.4,36.6,10.74\ncell-977,hospital_zone,47.9,311.5,34.4,11.68\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": "6c4f545c844c9696a880c81abcd0535942e688c6b99c3dd14b140716c9796199", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-147,north_cluster,26.2,108.4,24.6,15.56\ncell-191,north_cluster,45.1,600.8,41.4,18.76\ncell-215,hospital_zone,75.9,608.8,53.7,28.39\ncell-237,south_cluster,17.1,568.8,25.8,11.14\ncell-321,stadium,56.4,346.1,38.3,22.91\ncell-325,south_cluster,53.6,579.1,40.6,32.86\ncell-375,north_cluster,81.0,233.5,47.6,28.85\ncell-450,hospital_zone,54.1,626.2,37.7,33.51\ncell-465,south_cluster,23.6,237.3,24.1,1.63\ncell-475,stadium,19.8,643.1,28.6,11.89\ncell-482,hospital_zone,37.0,60.7,30.0,18.20\ncell-542,south_cluster,30.1,265.8,24.1,30.13\ncell-543,hospital_zone,22.0,52.6,25.9,14.22\ncell-658,hospital_zone,22.2,564.1,23.0,34.75\ncell-661,stadium,19.7,103.6,16.2,20.84\ncell-717,stadium,65.9,403.5,43.9,22.31\ncell-719,south_cluster,73.7,628.3,42.8,33.60\ncell-773,stadium,93.1,62.9,57.1,18.45\ncell-856,south_cluster,81.3,574.1,54.8,20.13\ncell-914,north_cluster,78.2,102.6,47.6,31.23\ncell-924,north_cluster,45.1,380.4,24.1,19.91\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": "ad5f8b7fd11558e29591f1a05c629f7fc98069b9cdf04ec38aba52637f2366f1", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-773", "edge_ue_thr_mbps": "cell-465"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0208", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-135,stadium,85.5,205.4,56.3,19.41\ncell-136,hospital_zone,47.9,597.8,33.0,20.66\ncell-138,stadium,91.0,392.3,53.0,8.60\ncell-159,stadium,24.7,458.6,18.5,8.56\ncell-188,south_cluster,63.4,69.0,33.8,27.39\ncell-217,hospital_zone,60.9,160.5,43.1,8.60\ncell-326,north_cluster,48.3,63.5,38.1,33.04\ncell-351,north_cluster,75.0,79.1,53.2,32.24\ncell-387,stadium,32.4,231.6,26.8,28.82\ncell-453,south_cluster,77.8,73.5,49.6,15.98\ncell-481,hospital_zone,22.9,290.7,23.0,14.18\ncell-536,south_cluster,82.8,523.3,57.8,1.27\ncell-548,stadium,30.7,576.2,18.4,19.31\ncell-696,hospital_zone,43.1,219.6,38.6,9.24\ncell-708,south_cluster,79.8,551.5,53.0,22.23\ncell-794,south_cluster,78.7,455.1,59.0,28.55\ncell-828,north_cluster,53.0,387.5,41.6,18.43\ncell-843,north_cluster,56.4,508.4,37.3,28.48\ncell-886,hospital_zone,77.7,371.3,50.5,14.65\ncell-938,hospital_zone,59.7,621.2,41.8,8.66\ncell-966,north_cluster,42.0,285.2,33.1,26.97\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": "07d12e302d38af8543b419cdb7df360da0d93a4a88c4234616a6e11acaf0dec3", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,stadium,26.9,260.9,21.6,28.66\ncell-229,hospital_zone,65.6,504.1,48.1,16.97\ncell-230,hospital_zone,14.6,149.2,20.0,11.28\ncell-263,stadium,73.6,318.6,41.5,15.16\ncell-272,stadium,32.6,144.7,30.1,8.78\ncell-303,south_cluster,67.9,445.1,48.3,4.96\ncell-396,north_cluster,31.8,178.0,23.2,23.76\ncell-410,south_cluster,20.2,227.1,23.6,25.04\ncell-450,stadium,46.4,484.2,35.8,5.12\ncell-473,stadium,56.7,485.2,40.2,11.70\ncell-537,south_cluster,16.2,609.6,27.0,16.50\ncell-576,north_cluster,37.2,430.8,22.6,1.89\ncell-611,north_cluster,39.4,72.3,30.4,29.71\ncell-635,hospital_zone,73.6,137.0,51.2,20.11\ncell-719,north_cluster,57.8,577.5,42.7,9.02\ncell-822,hospital_zone,62.0,397.6,51.4,21.22\ncell-882,south_cluster,21.8,435.2,25.9,10.21\ncell-883,hospital_zone,40.3,285.9,39.4,32.26\ncell-884,hospital_zone,40.4,603.0,31.3,18.43\ncell-898,north_cluster,26.5,175.3,24.5,4.17\ncell-936,south_cluster,87.9,128.4,48.4,7.47\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": "76ff9ac15438eb7de560fa1c44ed50e1375b7cfd592d7d9a7abdbf39dc3f0669", "tokens_cl100k": {"telemetry": 567, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-936", "edge_ue_thr_mbps": "cell-576"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0210", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,30.1,311.8,25.5,2.08\ncell-208,north_cluster,52.5,452.2,43.0,12.77\ncell-239,hospital_zone,80.7,156.6,53.8,25.52\ncell-323,south_cluster,38.7,139.1,33.9,4.81\ncell-344,north_cluster,88.8,270.0,58.6,17.76\ncell-361,stadium,74.3,601.0,45.4,22.73\ncell-364,stadium,60.5,67.3,41.1,23.61\ncell-394,hospital_zone,29.0,179.7,27.4,21.01\ncell-508,south_cluster,27.0,139.7,22.7,23.87\ncell-536,stadium,71.4,439.6,39.9,19.68\ncell-620,south_cluster,78.2,72.3,54.9,28.58\ncell-659,south_cluster,57.2,630.7,43.0,12.72\ncell-672,south_cluster,53.8,303.5,37.9,25.07\ncell-696,hospital_zone,41.2,149.3,36.4,8.47\ncell-738,hospital_zone,56.8,519.7,48.0,20.48\ncell-745,south_cluster,41.7,353.6,37.6,26.32\ncell-872,stadium,35.0,624.4,21.2,25.24\ncell-882,stadium,50.4,472.4,43.3,24.38\ncell-903,north_cluster,18.9,126.8,20.3,11.71\ncell-904,north_cluster,46.1,321.7,33.9,33.69\ncell-977,north_cluster,32.6,314.0,26.0,6.32\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": "99065252a85aa636c09fb2a198b8ce32bdaf5dad9df51b7fbdaaa281e7a5ee9e", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-344", "edge_ue_thr_mbps": "cell-108"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0211", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-146,stadium,83.8,220.1,50.8,8.39\ncell-213,south_cluster,68.0,213.1,45.6,31.08\ncell-237,stadium,53.2,450.3,38.9,29.15\ncell-271,hospital_zone,60.8,478.1,47.2,18.04\ncell-297,hospital_zone,22.5,436.8,29.1,20.00\ncell-325,north_cluster,94.5,127.8,60.2,22.68\ncell-399,south_cluster,56.6,394.3,38.1,1.69\ncell-402,north_cluster,48.7,614.4,41.6,19.42\ncell-419,south_cluster,82.1,446.9,55.1,20.57\ncell-674,stadium,18.2,167.9,26.1,15.55\ncell-675,hospital_zone,48.3,609.7,37.5,10.64\ncell-676,north_cluster,70.8,275.0,45.9,6.81\ncell-677,south_cluster,79.7,513.6,51.9,5.65\ncell-698,hospital_zone,40.6,566.1,35.9,26.43\ncell-711,south_cluster,86.5,159.5,45.1,28.30\ncell-719,north_cluster,31.0,263.5,25.3,32.18\ncell-727,hospital_zone,74.5,414.1,56.0,8.18\ncell-790,hospital_zone,36.3,436.5,39.7,23.18\ncell-796,north_cluster,50.9,378.4,34.4,13.54\ncell-872,stadium,73.4,604.8,48.3,32.35\ncell-897,stadium,58.5,488.6,38.6,11.80\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": "44ed348d3ca60090901205ce1c2606f1ddb2f8cb527ed6bc8a242256caaf144b", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-242,hospital_zone,48.3,230.2,32.6,8.92\ncell-296,south_cluster,37.8,90.3,24.7,10.13\ncell-318,stadium,21.8,337.6,26.9,11.83\ncell-321,north_cluster,35.5,94.0,29.0,12.03\ncell-403,stadium,32.8,520.4,26.3,11.31\ncell-426,north_cluster,46.1,598.0,33.1,20.90\ncell-452,hospital_zone,77.6,490.1,48.4,19.18\ncell-492,south_cluster,39.7,343.7,23.9,13.66\ncell-519,south_cluster,95.6,630.9,60.0,16.58\ncell-543,north_cluster,71.0,491.5,52.8,14.27\ncell-544,stadium,16.5,300.0,27.0,13.31\ncell-600,hospital_zone,24.0,217.5,23.7,23.29\ncell-627,hospital_zone,36.5,458.3,33.1,33.16\ncell-636,south_cluster,45.1,462.4,34.6,17.44\ncell-674,south_cluster,29.8,150.0,20.3,19.59\ncell-730,stadium,31.3,136.8,33.3,1.60\ncell-794,north_cluster,82.7,389.5,54.9,34.28\ncell-796,north_cluster,21.8,361.1,17.2,17.68\ncell-888,south_cluster,46.3,370.3,45.5,22.41\ncell-896,stadium,46.6,656.8,30.7,32.32\ncell-956,hospital_zone,27.1,357.1,32.4,33.41\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": "38f8dbfff3b19217dc26d9e3fc95857113ab16619d382ab416d7b3005f108be7", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-519", "edge_ue_thr_mbps": "cell-730"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0213", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-127,hospital_zone,73.9,77.7,43.8,17.87\ncell-199,hospital_zone,38.2,375.3,30.1,25.80\ncell-273,north_cluster,34.8,248.2,30.5,30.34\ncell-376,hospital_zone,63.1,254.4,45.9,24.69\ncell-447,stadium,26.9,98.0,21.1,12.55\ncell-478,south_cluster,44.4,571.2,26.5,30.04\ncell-523,north_cluster,58.8,565.8,32.3,6.95\ncell-600,hospital_zone,19.6,475.8,20.5,12.70\ncell-656,north_cluster,53.5,255.2,33.0,30.10\ncell-675,stadium,56.5,421.0,40.4,31.70\ncell-696,south_cluster,60.3,345.5,45.1,10.57\ncell-705,south_cluster,78.0,218.5,44.3,14.02\ncell-746,south_cluster,94.8,89.7,61.0,7.53\ncell-795,stadium,22.9,209.3,26.1,30.25\ncell-810,stadium,36.1,385.9,30.7,29.13\ncell-822,stadium,17.8,504.4,28.6,2.33\ncell-881,hospital_zone,56.9,399.5,40.8,6.36\ncell-902,stadium,30.8,431.0,25.1,13.84\ncell-905,south_cluster,43.2,91.9,33.1,11.98\ncell-954,north_cluster,17.7,133.5,16.9,28.81\ncell-986,north_cluster,20.5,218.9,29.8,26.48\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": "2b7ec9c9c111377eb17ef38462095e12b6de836a1f7f72db5b3a849899c220bc", "tokens_cl100k": {"telemetry": 566, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-746", "edge_ue_thr_mbps": "cell-822"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0214", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,stadium,49.7,422.8,39.9,19.86\ncell-143,hospital_zone,62.4,487.1,53.0,8.43\ncell-214,north_cluster,21.0,143.0,24.2,2.63\ncell-282,stadium,16.5,107.0,17.9,20.91\ncell-316,stadium,55.5,109.6,42.3,25.31\ncell-322,stadium,90.4,277.9,58.3,15.42\ncell-383,north_cluster,76.2,82.6,54.5,8.65\ncell-389,north_cluster,69.2,133.8,49.5,21.41\ncell-444,hospital_zone,71.3,348.3,41.7,22.00\ncell-491,hospital_zone,71.0,511.2,40.3,10.87\ncell-591,hospital_zone,70.8,207.3,49.0,7.83\ncell-592,hospital_zone,64.4,159.9,46.1,5.73\ncell-613,north_cluster,56.4,561.8,38.8,33.38\ncell-699,stadium,42.6,81.5,33.0,34.47\ncell-778,south_cluster,68.6,230.6,53.7,12.96\ncell-814,north_cluster,76.8,582.3,42.3,22.72\ncell-819,south_cluster,27.7,546.1,29.5,18.40\ncell-874,south_cluster,24.3,305.7,23.3,13.43\ncell-919,south_cluster,73.1,342.7,44.5,6.98\ncell-933,south_cluster,40.9,282.4,34.3,33.87\ncell-977,stadium,49.9,137.1,38.2,11.88\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": "492ee28c13beb36953bf2c7932145ff7988a7dbc62662347b9fe0a92b0295472", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-153,hospital_zone,49.5,113.9,35.3,30.84\ncell-182,hospital_zone,29.1,555.0,32.3,20.15\ncell-183,hospital_zone,67.4,324.6,51.9,19.16\ncell-238,south_cluster,37.4,299.0,33.4,27.87\ncell-256,north_cluster,72.6,191.6,46.5,5.42\ncell-266,north_cluster,42.7,509.0,32.0,20.10\ncell-325,stadium,31.1,102.9,28.7,33.57\ncell-423,north_cluster,38.8,251.5,33.2,0.55\ncell-461,stadium,48.6,50.7,39.9,13.46\ncell-534,north_cluster,30.0,411.1,24.8,10.66\ncell-536,south_cluster,54.9,54.0,40.0,8.62\ncell-548,hospital_zone,47.3,279.6,31.9,28.21\ncell-575,south_cluster,16.6,597.2,27.5,31.86\ncell-642,stadium,31.0,73.4,34.1,8.65\ncell-706,south_cluster,70.9,201.1,47.8,11.43\ncell-735,north_cluster,33.8,399.5,26.6,30.07\ncell-768,north_cluster,45.2,310.7,37.1,25.44\ncell-785,stadium,86.9,229.7,55.9,31.49\ncell-796,south_cluster,48.2,565.6,42.9,34.17\ncell-936,hospital_zone,63.5,204.2,40.0,21.32\ncell-954,stadium,48.5,248.6,32.1,30.20\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": "5ec93359ad43d1673cd5b16bbd559831c717d31b01466458c3a84bd62b2e639a", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-785", "edge_ue_thr_mbps": "cell-423"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0216", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,south_cluster,48.5,352.8,36.5,17.60\ncell-187,south_cluster,57.3,507.8,49.5,15.79\ncell-209,south_cluster,36.2,302.1,25.7,0.86\ncell-313,hospital_zone,55.7,635.5,41.1,34.40\ncell-334,hospital_zone,93.1,433.8,64.7,5.75\ncell-339,north_cluster,47.5,237.9,39.2,5.93\ncell-392,stadium,49.3,440.3,32.2,7.80\ncell-411,stadium,59.1,317.2,34.4,12.57\ncell-484,hospital_zone,36.1,91.7,38.9,23.27\ncell-578,north_cluster,84.6,390.0,46.7,23.63\ncell-581,hospital_zone,55.8,626.1,33.9,21.17\ncell-637,north_cluster,53.6,401.0,35.4,6.99\ncell-647,north_cluster,33.3,377.7,25.5,18.92\ncell-671,north_cluster,73.4,584.6,51.4,11.58\ncell-799,south_cluster,21.8,230.7,26.4,11.08\ncell-815,stadium,73.3,423.2,48.8,23.96\ncell-823,hospital_zone,18.5,364.2,16.7,8.86\ncell-835,south_cluster,52.3,499.5,35.8,21.92\ncell-842,hospital_zone,18.5,310.0,18.5,24.42\ncell-880,stadium,21.2,548.0,27.1,30.82\ncell-949,stadium,53.0,463.6,35.5,24.32\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": "b8399616553aafe1f204ee683ad2a5f8483df3159b3879ea37af5a30c09bbecd", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-334", "edge_ue_thr_mbps": "cell-209"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0217", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-121,south_cluster,45.5,174.6,42.8,31.13\ncell-192,north_cluster,63.1,52.0,42.8,10.23\ncell-202,south_cluster,16.5,217.1,26.5,2.07\ncell-232,hospital_zone,19.4,236.6,20.0,19.90\ncell-344,stadium,54.6,502.4,34.7,22.63\ncell-354,south_cluster,72.5,358.5,53.2,25.81\ncell-422,north_cluster,58.6,598.8,42.2,12.22\ncell-578,north_cluster,80.4,476.9,45.1,28.55\ncell-603,hospital_zone,17.4,250.4,12.3,25.17\ncell-654,stadium,38.9,493.0,30.2,23.51\ncell-683,south_cluster,62.6,135.1,43.9,6.34\ncell-743,stadium,61.1,179.3,35.7,11.30\ncell-771,stadium,30.3,59.4,30.2,21.32\ncell-782,north_cluster,13.5,571.3,14.7,20.61\ncell-785,hospital_zone,18.3,120.0,22.3,32.14\ncell-854,hospital_zone,90.2,60.9,61.8,29.74\ncell-875,hospital_zone,57.7,418.1,45.2,20.38\ncell-904,stadium,52.4,319.6,38.4,22.79\ncell-962,stadium,34.4,413.5,25.4,10.03\ncell-973,north_cluster,30.9,381.6,24.9,24.35\ncell-982,south_cluster,36.2,602.5,32.5,32.24\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": "aeae93acdf79b849d6b75964e814d95f25bf0ab4de354cc4d7864f78bab1e08d", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-144,south_cluster,53.2,52.2,35.4,23.94\ncell-150,south_cluster,31.5,264.3,26.5,13.50\ncell-304,stadium,77.7,500.2,57.7,33.92\ncell-347,stadium,74.8,379.3,44.1,23.61\ncell-357,south_cluster,51.6,267.2,37.7,10.33\ncell-367,south_cluster,23.1,147.4,24.8,35.58\ncell-406,hospital_zone,46.7,300.1,36.8,32.25\ncell-418,hospital_zone,34.4,98.7,31.6,12.37\ncell-512,north_cluster,41.9,634.7,38.7,20.22\ncell-523,stadium,90.4,596.1,60.5,25.35\ncell-556,hospital_zone,50.6,86.0,42.4,11.34\ncell-579,north_cluster,77.0,169.0,45.7,31.68\ncell-588,south_cluster,23.0,88.6,19.7,6.71\ncell-646,north_cluster,80.6,60.8,56.3,1.26\ncell-699,north_cluster,77.0,411.7,54.5,11.58\ncell-803,stadium,33.3,173.7,32.5,33.73\ncell-921,south_cluster,67.4,602.1,46.3,16.33\ncell-927,north_cluster,36.5,244.5,25.1,27.65\ncell-932,hospital_zone,49.5,234.6,37.1,33.70\ncell-988,hospital_zone,24.0,153.9,15.4,27.67\ncell-993,stadium,29.0,529.7,33.7,32.49\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": "ab71b2818748b51d60e19d1aa24730fd0a18f3f9d753efd5cda86db942e2b3b1", "tokens_cl100k": {"telemetry": 567, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-523", "edge_ue_thr_mbps": "cell-646"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0219", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,hospital_zone,65.4,382.4,52.0,4.54\ncell-132,south_cluster,24.6,504.5,27.3,14.16\ncell-212,hospital_zone,67.3,94.9,48.1,19.18\ncell-276,north_cluster,81.2,344.9,48.4,8.43\ncell-280,north_cluster,83.4,302.9,54.7,29.37\ncell-294,north_cluster,29.5,449.7,32.3,24.87\ncell-325,south_cluster,77.6,355.7,46.7,9.05\ncell-409,stadium,47.8,216.7,34.8,8.45\ncell-460,south_cluster,86.2,365.9,48.6,22.17\ncell-463,stadium,53.3,526.1,37.0,1.25\ncell-477,north_cluster,20.0,144.5,16.7,21.34\ncell-480,stadium,16.4,438.1,21.4,4.98\ncell-519,south_cluster,61.5,422.4,45.3,30.32\ncell-566,hospital_zone,77.9,319.1,46.1,16.96\ncell-650,stadium,52.2,113.4,35.3,5.00\ncell-658,hospital_zone,94.3,454.6,54.1,13.74\ncell-722,south_cluster,50.5,388.0,38.8,33.27\ncell-750,hospital_zone,19.6,194.9,24.8,28.28\ncell-814,north_cluster,51.5,301.1,44.1,25.79\ncell-846,hospital_zone,45.9,200.8,40.3,7.84\ncell-849,stadium,77.3,432.6,43.9,30.40\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": "94c7117edc260997f7a8ce95097c4d1e587ac3e9751d14c1c044b8389074b59a", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,north_cluster,17.9,279.1,26.2,21.66\ncell-233,hospital_zone,89.5,380.2,54.1,28.92\ncell-246,south_cluster,61.7,390.8,36.7,7.31\ncell-299,stadium,21.9,399.9,21.6,6.24\ncell-353,south_cluster,53.5,603.0,41.2,30.59\ncell-367,north_cluster,80.0,397.1,50.5,13.38\ncell-456,stadium,75.2,639.0,52.9,14.10\ncell-631,hospital_zone,62.7,552.8,40.0,16.03\ncell-633,hospital_zone,32.4,530.0,30.8,20.11\ncell-634,north_cluster,47.8,127.9,30.8,1.13\ncell-660,north_cluster,27.1,52.4,31.6,20.72\ncell-666,stadium,79.9,639.8,49.8,19.04\ncell-672,north_cluster,73.9,245.7,43.7,21.51\ncell-723,stadium,47.6,155.2,40.0,17.49\ncell-734,south_cluster,28.0,125.7,25.0,8.10\ncell-747,hospital_zone,75.1,377.8,55.4,27.53\ncell-777,south_cluster,56.0,577.9,45.5,16.42\ncell-782,stadium,58.0,617.9,36.2,14.25\ncell-801,south_cluster,52.7,130.2,42.2,9.77\ncell-938,hospital_zone,77.5,383.2,44.7,6.10\ncell-985,hospital_zone,51.6,304.6,40.7,22.82\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": "2e198e0fc04a323803d962618cd5dd02b46daf37692c3a5498a80efadbfe0466", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,stadium,38.4,432.9,31.8,23.71\ncell-196,south_cluster,70.6,594.2,50.2,23.10\ncell-212,hospital_zone,49.6,291.7,35.0,30.27\ncell-356,hospital_zone,55.1,396.0,40.6,6.15\ncell-382,south_cluster,85.5,409.9,54.0,13.15\ncell-388,south_cluster,30.3,312.2,27.8,30.57\ncell-484,stadium,19.9,423.4,14.6,12.54\ncell-490,stadium,21.9,211.2,18.9,10.19\ncell-522,hospital_zone,25.6,607.8,27.8,7.98\ncell-550,hospital_zone,36.3,208.0,30.2,14.18\ncell-554,stadium,45.8,423.3,30.1,30.75\ncell-573,north_cluster,76.0,577.6,51.9,17.71\ncell-617,south_cluster,74.6,504.9,52.5,21.82\ncell-632,north_cluster,35.7,339.3,34.4,1.03\ncell-637,north_cluster,46.8,143.4,36.8,31.39\ncell-638,south_cluster,70.8,591.9,53.2,7.08\ncell-747,stadium,56.5,318.5,37.7,6.81\ncell-767,north_cluster,62.3,508.4,48.2,14.30\ncell-809,stadium,75.3,261.6,40.8,28.17\ncell-871,hospital_zone,50.3,400.1,40.6,19.56\ncell-874,north_cluster,30.4,225.1,29.8,15.40\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": "bb83af8511db3366853d2638a34abfe791ff931723a48ec0d0f9c8385a9ea201", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-109,south_cluster,52.1,289.1,38.2,9.58\ncell-126,north_cluster,13.6,74.6,17.3,25.21\ncell-198,south_cluster,85.3,191.8,60.1,14.56\ncell-202,hospital_zone,43.4,76.2,33.0,12.91\ncell-249,stadium,64.0,393.1,40.3,21.89\ncell-267,north_cluster,59.3,612.5,40.0,1.77\ncell-285,north_cluster,67.9,75.6,41.0,16.43\ncell-328,stadium,37.7,391.2,34.3,7.53\ncell-333,south_cluster,97.9,443.6,62.9,24.52\ncell-399,south_cluster,47.2,577.2,41.3,32.21\ncell-551,stadium,32.0,480.9,33.2,13.45\ncell-619,stadium,28.0,269.3,25.8,30.89\ncell-623,hospital_zone,34.5,631.7,27.2,9.73\ncell-688,south_cluster,43.6,569.5,38.0,26.08\ncell-712,hospital_zone,24.2,589.2,22.5,10.12\ncell-764,stadium,48.2,338.8,39.1,4.76\ncell-773,north_cluster,57.6,243.0,41.4,7.13\ncell-779,stadium,77.5,645.1,55.5,22.05\ncell-908,north_cluster,62.9,80.1,43.5,24.06\ncell-923,hospital_zone,53.2,77.9,37.0,11.58\ncell-932,hospital_zone,42.5,571.7,36.4,10.49\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": "17a36e344a4cf9856c05d166443b4ac3df095c2677e1aca309e18fe7bb3290ae", "tokens_cl100k": {"telemetry": 566, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-333", "edge_ue_thr_mbps": "cell-267"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0223", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-145,stadium,59.8,237.9,47.0,26.17\ncell-214,south_cluster,51.2,180.6,32.8,18.61\ncell-264,hospital_zone,75.4,120.1,56.8,29.71\ncell-307,stadium,59.3,468.4,44.2,23.47\ncell-344,north_cluster,73.1,213.8,49.0,18.86\ncell-346,south_cluster,95.8,485.6,56.3,24.83\ncell-369,stadium,73.9,580.1,49.9,8.33\ncell-374,hospital_zone,81.2,156.1,55.1,29.50\ncell-480,stadium,74.1,554.8,42.2,17.32\ncell-486,hospital_zone,40.4,61.5,33.1,17.95\ncell-519,hospital_zone,26.5,422.0,28.0,26.08\ncell-522,stadium,59.5,54.1,41.5,8.01\ncell-633,hospital_zone,32.5,110.1,25.4,28.80\ncell-652,hospital_zone,25.2,155.7,22.8,23.70\ncell-671,north_cluster,32.8,407.4,22.5,15.50\ncell-721,north_cluster,81.5,568.5,47.0,11.05\ncell-784,south_cluster,66.8,227.9,49.2,22.58\ncell-836,north_cluster,72.7,239.2,40.4,21.64\ncell-892,south_cluster,84.4,294.9,52.9,28.14\ncell-915,south_cluster,37.2,375.8,27.8,24.81\ncell-970,north_cluster,28.9,201.5,24.5,2.14\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": "3cccc1014af6976a489ed965f5dceaffff51f5bcf74f6eb3ac3a7cc014d49b07", "telemetry_sha256": "bfb9b0d5abc8b31a4d6e5169c450b10add88cfb4096342ca94f4548e3dbccaf3", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-150,north_cluster,87.7,184.2,46.4,16.12\ncell-193,stadium,59.1,364.4,47.1,13.34\ncell-282,hospital_zone,78.3,414.3,50.7,8.27\ncell-305,hospital_zone,61.5,482.7,44.9,19.74\ncell-330,north_cluster,65.6,643.6,50.0,34.23\ncell-333,hospital_zone,26.9,76.1,27.9,22.28\ncell-370,north_cluster,19.6,515.5,20.9,18.59\ncell-376,north_cluster,20.8,597.3,24.5,25.01\ncell-452,south_cluster,26.4,551.8,26.7,29.16\ncell-459,stadium,39.4,587.3,34.5,15.59\ncell-549,south_cluster,44.4,475.1,35.7,6.66\ncell-594,stadium,77.2,375.2,50.5,10.22\ncell-616,south_cluster,35.0,191.6,20.3,11.96\ncell-661,north_cluster,71.8,623.4,52.0,0.57\ncell-701,stadium,50.7,158.9,37.3,20.91\ncell-716,hospital_zone,76.2,483.7,57.6,28.38\ncell-756,south_cluster,34.9,290.9,35.1,31.76\ncell-861,north_cluster,59.0,629.1,37.0,20.10\ncell-899,south_cluster,50.8,230.4,43.9,13.14\ncell-970,hospital_zone,92.7,45.6,60.9,11.94\ncell-985,stadium,46.1,595.2,39.3,34.74\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": "26e026a6026fdb0cc599589790fdbd702734d6c37b32b942a7e95d034ff79682", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,stadium,70.5,51.0,39.4,19.12\ncell-110,south_cluster,48.3,298.7,37.2,20.69\ncell-178,stadium,63.3,509.4,52.1,25.42\ncell-199,north_cluster,58.3,101.4,37.1,13.96\ncell-209,hospital_zone,82.4,358.5,55.4,9.68\ncell-230,north_cluster,37.7,52.4,27.0,19.27\ncell-349,stadium,48.9,309.4,38.6,20.95\ncell-452,south_cluster,35.2,174.9,22.9,32.15\ncell-455,north_cluster,41.5,53.4,31.9,25.99\ncell-484,hospital_zone,68.9,66.1,45.7,8.80\ncell-547,north_cluster,38.8,583.7,34.8,14.44\ncell-614,hospital_zone,49.2,137.3,36.3,33.88\ncell-616,south_cluster,76.9,557.7,58.4,30.97\ncell-659,stadium,21.4,27.3,20.6,16.59\ncell-681,south_cluster,26.9,401.3,25.9,24.44\ncell-729,stadium,92.3,576.0,63.7,27.85\ncell-782,hospital_zone,82.8,433.7,50.1,0.50\ncell-814,stadium,19.5,313.7,16.6,28.51\ncell-847,south_cluster,85.7,364.9,49.6,5.13\ncell-885,hospital_zone,64.4,422.8,46.0,4.23\ncell-908,north_cluster,56.8,130.0,36.4,34.25\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": "a0191e0fdacc5e52caea6be8f4a8f46c2d3b7f84742a11759da9394a4937c69b", "tokens_cl100k": {"telemetry": 566, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-729", "edge_ue_thr_mbps": "cell-782"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0226", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-147,north_cluster,17.8,92.5,22.9,26.45\ncell-172,stadium,49.4,582.7,33.1,18.38\ncell-194,north_cluster,88.9,477.1,54.4,32.84\ncell-201,south_cluster,42.7,160.5,33.8,18.07\ncell-203,south_cluster,28.7,303.7,19.4,18.43\ncell-206,hospital_zone,68.7,389.2,43.7,32.11\ncell-372,stadium,59.4,190.8,44.6,31.49\ncell-377,hospital_zone,36.8,521.9,29.8,6.27\ncell-397,north_cluster,22.2,69.3,22.1,24.57\ncell-482,stadium,80.0,553.9,47.5,5.28\ncell-504,stadium,79.5,223.1,49.9,33.06\ncell-572,north_cluster,41.2,229.5,32.0,12.96\ncell-646,hospital_zone,29.7,132.3,27.2,16.01\ncell-672,stadium,45.1,617.0,34.0,31.09\ncell-765,stadium,82.8,181.8,49.0,30.51\ncell-891,south_cluster,71.7,87.6,43.7,23.05\ncell-894,north_cluster,78.0,546.1,54.3,20.82\ncell-897,south_cluster,47.4,245.7,32.1,28.66\ncell-934,south_cluster,49.7,618.8,29.5,14.26\ncell-994,hospital_zone,24.7,259.9,21.9,25.29\ncell-996,hospital_zone,68.3,473.5,49.5,1.23\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": "366751427b1eb3f8f907078bd41e3e32fe24d4cef4a220a2b8717088a84d3df7", "tokens_cl100k": {"telemetry": 566, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-194", "edge_ue_thr_mbps": "cell-996"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0227", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-170,hospital_zone,42.2,70.7,35.5,8.98\ncell-178,stadium,45.1,332.3,34.9,7.56\ncell-239,south_cluster,96.3,49.7,52.9,35.55\ncell-285,south_cluster,64.0,47.3,46.8,15.88\ncell-299,hospital_zone,18.9,98.0,26.5,32.81\ncell-322,stadium,48.8,597.7,39.9,28.53\ncell-355,south_cluster,72.3,178.6,48.7,13.96\ncell-437,hospital_zone,74.7,140.8,46.2,23.85\ncell-508,north_cluster,77.5,153.1,51.5,22.28\ncell-534,south_cluster,27.8,483.1,24.3,13.22\ncell-596,stadium,85.8,164.6,50.0,1.14\ncell-659,south_cluster,46.7,503.1,31.3,25.09\ncell-677,north_cluster,52.0,565.6,33.1,15.73\ncell-678,hospital_zone,41.5,461.3,35.6,31.06\ncell-723,south_cluster,77.2,583.6,46.3,8.00\ncell-730,stadium,71.6,81.2,44.5,16.46\ncell-776,stadium,59.1,106.1,36.0,30.11\ncell-825,north_cluster,60.3,79.1,51.3,20.29\ncell-839,north_cluster,43.0,432.8,35.4,29.01\ncell-893,north_cluster,27.6,502.5,21.1,22.98\ncell-990,hospital_zone,73.3,562.4,54.1,12.01\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": "37fbf3a595534c2cdfc539de0bd00dbe85e8cfc14d7204f38c57d69edd91dafd", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,stadium,69.1,544.2,50.0,9.29\ncell-151,stadium,15.7,574.0,26.1,34.09\ncell-158,hospital_zone,64.0,251.4,46.2,11.26\ncell-196,south_cluster,63.3,119.7,45.5,17.23\ncell-224,south_cluster,50.9,572.8,41.2,28.40\ncell-231,hospital_zone,21.7,599.0,23.8,17.69\ncell-317,north_cluster,41.2,271.2,26.1,6.52\ncell-321,north_cluster,65.3,350.7,50.2,32.61\ncell-402,south_cluster,68.3,409.1,43.1,19.21\ncell-520,north_cluster,64.9,152.6,42.0,12.33\ncell-679,stadium,19.7,329.7,21.0,17.96\ncell-699,stadium,92.1,631.8,57.6,26.33\ncell-702,hospital_zone,33.7,195.2,26.7,20.72\ncell-740,hospital_zone,34.2,389.2,30.7,18.81\ncell-752,north_cluster,26.3,280.1,21.8,15.51\ncell-768,hospital_zone,45.4,129.9,34.3,21.03\ncell-779,stadium,82.5,31.6,54.4,19.37\ncell-878,south_cluster,26.5,558.0,30.6,8.89\ncell-917,south_cluster,23.8,62.6,17.6,28.98\ncell-939,north_cluster,78.2,403.2,50.4,2.13\ncell-985,north_cluster,37.9,143.4,30.6,26.80\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": "9819fd00263ef16b8a0a13f9d181bcbe711326a9d339b9fa3c0f3db1cac8fb9c", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-699", "edge_ue_thr_mbps": "cell-939"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0229", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-220,south_cluster,66.6,281.3,54.5,13.56\ncell-243,stadium,76.9,239.7,48.7,24.81\ncell-284,south_cluster,58.3,281.2,44.3,26.41\ncell-286,hospital_zone,36.1,598.2,29.3,22.66\ncell-323,stadium,26.5,289.3,16.3,13.67\ncell-335,south_cluster,72.7,416.2,44.9,35.38\ncell-346,hospital_zone,24.2,361.3,22.4,3.95\ncell-354,south_cluster,28.9,158.2,31.0,11.79\ncell-518,north_cluster,38.8,518.0,32.1,6.35\ncell-536,south_cluster,63.8,619.2,43.4,10.36\ncell-559,north_cluster,19.7,328.2,31.8,4.34\ncell-584,north_cluster,20.0,172.5,17.0,16.49\ncell-593,hospital_zone,46.4,215.0,29.6,33.68\ncell-671,south_cluster,55.4,447.8,33.7,12.75\ncell-684,north_cluster,18.5,242.5,27.7,27.32\ncell-718,stadium,32.4,401.9,32.8,1.36\ncell-756,north_cluster,93.1,342.4,62.5,12.46\ncell-778,hospital_zone,33.6,453.8,29.5,11.40\ncell-845,stadium,73.1,543.2,54.8,10.36\ncell-937,hospital_zone,27.3,245.9,25.6,21.03\ncell-958,stadium,61.3,67.7,39.9,14.23\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": "9a938454057b94e29c12c6ab585743a4d52e986e4e63e79b319ffec47adeaf12", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-756", "edge_ue_thr_mbps": "cell-718"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0230", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,south_cluster,66.5,354.9,47.3,18.42\ncell-144,hospital_zone,30.4,536.1,25.2,32.97\ncell-158,south_cluster,69.2,512.0,45.0,19.24\ncell-170,stadium,77.9,322.8,56.8,4.41\ncell-248,north_cluster,44.2,406.2,31.9,16.61\ncell-288,south_cluster,62.7,115.5,42.2,20.66\ncell-292,north_cluster,49.9,203.0,34.5,12.05\ncell-418,north_cluster,87.2,617.3,55.0,31.62\ncell-427,south_cluster,83.6,81.8,52.2,24.35\ncell-433,stadium,30.4,95.4,25.2,21.93\ncell-446,north_cluster,59.1,623.7,40.5,30.04\ncell-473,hospital_zone,54.3,582.4,33.6,14.33\ncell-562,hospital_zone,19.0,219.1,20.8,28.21\ncell-669,hospital_zone,55.3,120.7,37.2,33.98\ncell-687,south_cluster,23.4,615.0,20.3,31.53\ncell-725,north_cluster,41.9,580.1,28.4,14.63\ncell-731,stadium,33.6,488.8,31.6,31.55\ncell-762,north_cluster,72.1,389.6,51.5,6.14\ncell-766,hospital_zone,33.9,602.3,33.9,1.23\ncell-808,stadium,18.1,168.1,29.3,23.13\ncell-828,stadium,70.6,480.0,50.8,13.17\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": "0e6db399fca77ca18692f6109877d1dfff2f9f0dbcfbc0a46cdcb1d30c74bad6", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-418", "edge_ue_thr_mbps": "cell-766"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0231", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-151,hospital_zone,24.7,124.5,28.4,32.95\ncell-168,stadium,33.3,282.8,29.3,7.47\ncell-248,stadium,40.9,614.1,35.2,30.41\ncell-266,south_cluster,33.6,253.4,24.7,24.52\ncell-289,hospital_zone,27.5,303.3,18.3,5.88\ncell-315,hospital_zone,46.4,460.0,35.6,25.43\ncell-320,stadium,19.9,563.6,17.6,8.44\ncell-351,north_cluster,70.8,481.5,40.4,6.04\ncell-360,stadium,37.5,40.8,28.5,11.47\ncell-432,north_cluster,85.1,78.4,63.4,18.41\ncell-469,hospital_zone,84.4,533.5,57.1,28.01\ncell-500,stadium,46.3,432.8,43.7,22.36\ncell-556,north_cluster,67.3,622.5,43.8,1.62\ncell-603,south_cluster,34.4,170.7,25.9,34.39\ncell-615,south_cluster,97.5,402.4,59.2,11.99\ncell-645,south_cluster,19.1,277.5,26.5,33.23\ncell-749,north_cluster,28.7,484.5,29.9,24.51\ncell-780,north_cluster,83.0,365.7,58.2,11.82\ncell-831,south_cluster,61.0,261.0,39.8,20.49\ncell-856,south_cluster,44.7,100.7,32.9,31.57\ncell-987,hospital_zone,53.9,624.6,35.6,30.61\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": "4aa3bc022c909952700516ba0cda9760ef65e86dbecfff92366644e88486c455", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-115,hospital_zone,72.9,91.1,54.6,28.78\ncell-127,north_cluster,52.6,169.3,35.7,23.91\ncell-175,stadium,39.3,468.5,35.2,27.04\ncell-249,south_cluster,52.5,472.3,41.0,5.51\ncell-305,hospital_zone,28.2,357.7,27.4,15.24\ncell-341,north_cluster,21.7,323.4,21.2,28.30\ncell-378,stadium,21.1,280.4,21.7,20.04\ncell-472,stadium,64.1,204.9,36.1,15.55\ncell-473,north_cluster,22.5,225.8,28.3,34.37\ncell-485,stadium,70.5,60.9,39.0,9.53\ncell-494,north_cluster,55.6,344.6,40.2,11.67\ncell-556,south_cluster,21.8,229.6,16.2,4.00\ncell-566,hospital_zone,15.5,639.3,20.6,31.00\ncell-747,stadium,86.1,497.2,56.1,33.54\ncell-805,south_cluster,51.8,665.7,32.5,0.74\ncell-831,north_cluster,68.6,535.1,48.4,25.81\ncell-918,south_cluster,53.8,524.5,45.7,16.75\ncell-947,south_cluster,57.7,281.6,35.4,3.94\ncell-963,north_cluster,33.3,259.8,30.3,21.30\ncell-974,hospital_zone,38.7,342.2,26.6,23.32\ncell-976,hospital_zone,34.1,419.5,26.0,30.10\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": "c91f299d9d95a87d45a81efb21f140ab0540beb96e00989b7158ad35b8da24f0", "tokens_cl100k": {"telemetry": 567, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-747", "edge_ue_thr_mbps": "cell-805"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0233", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,hospital_zone,21.8,229.9,25.4,2.54\ncell-120,south_cluster,80.4,420.7,56.6,24.18\ncell-132,north_cluster,66.2,243.0,49.7,20.63\ncell-143,north_cluster,63.0,394.2,47.4,23.61\ncell-184,hospital_zone,72.2,238.3,52.2,27.74\ncell-377,north_cluster,56.3,659.3,37.6,21.09\ncell-393,stadium,59.7,466.9,34.4,24.43\ncell-399,south_cluster,22.2,599.9,29.4,13.19\ncell-400,south_cluster,76.2,207.0,46.5,7.56\ncell-423,south_cluster,40.5,591.8,32.6,33.91\ncell-475,hospital_zone,71.0,512.5,39.7,34.00\ncell-533,stadium,60.2,206.6,40.3,5.18\ncell-608,stadium,54.6,568.3,38.2,9.09\ncell-611,north_cluster,38.5,565.7,33.9,17.71\ncell-699,hospital_zone,47.9,586.8,43.2,25.86\ncell-726,hospital_zone,60.5,600.4,40.6,10.11\ncell-809,north_cluster,89.4,323.5,61.8,22.98\ncell-814,stadium,38.9,508.1,31.4,33.85\ncell-826,south_cluster,25.5,618.3,30.5,13.04\ncell-954,stadium,17.1,227.2,20.2,24.21\ncell-972,south_cluster,73.6,363.2,42.9,28.21\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": "0a6de4b2bde5e9be3afdc6d2f211150d44be4fa7f59d9aec1bf9fcd676eb2f56", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-809", "edge_ue_thr_mbps": "cell-105"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0234", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,hospital_zone,18.1,257.7,20.2,25.58\ncell-123,stadium,55.4,108.5,38.9,11.25\ncell-147,stadium,34.7,501.8,31.5,9.55\ncell-151,stadium,45.4,431.7,35.6,29.09\ncell-221,hospital_zone,79.3,581.9,49.5,9.49\ncell-264,hospital_zone,56.0,524.4,39.7,25.10\ncell-333,north_cluster,31.9,126.0,28.3,9.19\ncell-363,stadium,22.8,517.9,27.3,15.84\ncell-411,hospital_zone,16.0,62.1,20.1,1.86\ncell-433,south_cluster,89.9,312.0,58.6,12.41\ncell-441,south_cluster,21.5,352.7,22.9,7.96\ncell-510,south_cluster,77.3,117.0,56.7,7.50\ncell-645,north_cluster,38.4,416.9,30.6,30.01\ncell-687,hospital_zone,25.9,133.7,21.8,30.35\ncell-706,stadium,28.1,638.6,26.9,14.48\ncell-743,south_cluster,65.7,585.5,43.3,16.31\ncell-770,north_cluster,27.4,555.9,25.4,6.98\ncell-915,north_cluster,50.8,402.1,41.5,18.73\ncell-951,north_cluster,56.9,169.5,37.3,31.93\ncell-958,south_cluster,34.5,344.2,33.3,15.61\ncell-959,south_cluster,73.6,488.9,40.8,13.92\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": "20f965f7921ea6ab3eceefeaca6535aec69b94ae99d37fc96c4ecd0f486422fd", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,stadium,24.1,467.8,24.4,14.23\ncell-109,hospital_zone,80.8,46.4,54.7,24.03\ncell-132,south_cluster,57.1,613.3,42.8,12.75\ncell-143,south_cluster,62.6,89.0,48.5,20.25\ncell-202,south_cluster,31.8,500.2,29.2,25.25\ncell-253,hospital_zone,53.4,597.8,35.8,11.79\ncell-266,stadium,41.5,612.9,34.8,6.36\ncell-295,stadium,80.1,628.5,48.3,18.69\ncell-321,north_cluster,36.8,230.7,38.8,9.62\ncell-391,north_cluster,61.2,346.4,46.5,26.58\ncell-398,stadium,46.4,151.4,39.7,30.53\ncell-407,hospital_zone,23.0,142.4,16.7,15.03\ncell-408,hospital_zone,91.5,471.4,56.1,20.72\ncell-588,north_cluster,34.7,592.8,37.0,19.30\ncell-631,north_cluster,34.4,374.1,26.3,34.37\ncell-782,stadium,42.5,353.0,29.4,15.72\ncell-822,south_cluster,40.1,199.1,29.4,27.45\ncell-846,north_cluster,42.8,269.1,35.5,1.33\ncell-906,south_cluster,29.9,104.2,30.2,23.31\ncell-908,south_cluster,78.4,92.6,57.8,5.75\ncell-971,hospital_zone,51.1,273.2,36.3,22.81\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": "2ecce32f69e1c143ff2fbe3a8f1bca0a0cf557c0be0076c014260ffd0b2259dc", "tokens_cl100k": {"telemetry": 567, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-408", "edge_ue_thr_mbps": "cell-846"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0236", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-223,north_cluster,76.3,560.0,49.8,33.28\ncell-292,south_cluster,21.4,138.2,18.6,19.06\ncell-294,stadium,24.8,323.3,25.9,24.93\ncell-298,south_cluster,47.8,419.0,42.0,9.29\ncell-318,stadium,22.1,463.1,25.4,28.32\ncell-411,hospital_zone,39.7,444.2,27.8,33.00\ncell-426,north_cluster,41.6,224.9,39.0,11.43\ncell-477,stadium,72.9,296.7,47.6,10.73\ncell-533,hospital_zone,34.6,294.8,29.3,5.90\ncell-591,north_cluster,40.1,406.2,40.6,17.15\ncell-597,hospital_zone,54.0,496.9,30.8,28.49\ncell-604,hospital_zone,59.5,24.2,46.9,31.90\ncell-617,north_cluster,38.3,454.8,36.2,32.73\ncell-672,south_cluster,70.8,40.2,45.4,2.72\ncell-709,south_cluster,26.3,522.0,24.2,15.41\ncell-743,stadium,31.2,124.7,18.4,27.79\ncell-887,south_cluster,22.5,445.8,25.9,33.75\ncell-926,stadium,89.4,514.2,50.5,23.42\ncell-949,hospital_zone,29.6,605.8,26.3,28.40\ncell-970,north_cluster,57.8,73.4,44.5,18.68\ncell-973,south_cluster,66.4,411.3,46.1,23.64\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": "2f0bee2a19aca58a7075d6aa40f457bf6d677dd30957613f6824a2442ded6e65", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,north_cluster,71.7,87.1,46.4,25.15\ncell-144,stadium,35.1,296.8,28.7,30.36\ncell-148,hospital_zone,33.1,343.7,23.3,13.63\ncell-172,stadium,44.9,522.8,27.7,13.38\ncell-197,south_cluster,52.4,639.8,33.0,26.17\ncell-220,north_cluster,30.5,498.0,19.9,31.50\ncell-221,north_cluster,88.6,631.0,60.6,11.23\ncell-368,north_cluster,65.3,432.2,42.9,27.44\ncell-445,hospital_zone,29.4,497.6,25.8,1.42\ncell-456,stadium,65.0,211.3,39.2,20.06\ncell-495,south_cluster,44.4,362.8,30.1,28.96\ncell-585,north_cluster,41.9,116.1,37.7,34.83\ncell-592,north_cluster,48.4,292.0,36.3,28.82\ncell-610,hospital_zone,53.4,656.2,31.8,6.17\ncell-639,hospital_zone,41.4,615.2,31.4,30.99\ncell-730,stadium,49.4,506.1,35.7,21.55\ncell-822,south_cluster,43.3,435.4,30.6,17.37\ncell-855,hospital_zone,24.0,565.5,19.6,32.08\ncell-870,south_cluster,22.0,172.9,18.4,26.22\ncell-955,stadium,28.4,530.5,28.6,31.47\ncell-974,south_cluster,58.5,509.2,40.7,7.34\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": "a4c97413423a83f871a2c5543e03492d8131fceed868d50e629314c838bdf460", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-221", "edge_ue_thr_mbps": "cell-445"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0238", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,south_cluster,71.7,636.2,53.2,4.27\ncell-146,hospital_zone,42.6,655.0,37.9,13.04\ncell-152,south_cluster,44.5,396.3,39.2,16.18\ncell-320,north_cluster,39.8,392.5,31.6,25.44\ncell-337,north_cluster,46.8,631.1,31.9,29.04\ncell-338,hospital_zone,44.5,29.6,33.8,3.82\ncell-388,south_cluster,17.6,464.2,17.1,1.52\ncell-424,north_cluster,51.2,591.0,34.0,20.81\ncell-474,stadium,76.6,285.2,51.4,23.19\ncell-480,stadium,31.5,463.7,31.0,25.96\ncell-497,stadium,22.8,373.1,22.8,9.47\ncell-521,stadium,38.7,87.2,33.1,32.32\ncell-566,north_cluster,39.1,251.3,35.8,26.83\ncell-611,south_cluster,20.2,360.7,25.0,16.26\ncell-663,hospital_zone,77.8,584.0,43.5,12.50\ncell-667,stadium,24.9,478.4,25.4,4.63\ncell-731,hospital_zone,62.5,291.7,43.2,18.25\ncell-751,north_cluster,74.0,307.6,50.6,7.73\ncell-829,north_cluster,30.4,626.7,30.4,24.14\ncell-964,south_cluster,63.1,496.2,50.9,23.03\ncell-967,hospital_zone,89.4,287.3,56.7,8.54\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": "f759a7345536703c42aa21ac8a24f41593b5d7189212518b78396a31c51f6c17", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-967", "edge_ue_thr_mbps": "cell-388"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0239", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-141,stadium,82.5,532.4,58.2,27.23\ncell-147,south_cluster,15.1,521.5,14.1,7.99\ncell-201,south_cluster,22.2,536.0,19.4,34.23\ncell-220,hospital_zone,46.8,153.2,29.8,20.91\ncell-247,north_cluster,74.9,63.1,48.2,13.46\ncell-319,north_cluster,64.0,293.5,43.2,8.95\ncell-416,hospital_zone,38.3,350.3,22.0,21.85\ncell-440,stadium,63.7,517.7,41.6,2.45\ncell-500,stadium,52.9,299.9,39.6,14.73\ncell-505,stadium,65.8,216.1,50.0,26.70\ncell-580,south_cluster,94.8,444.7,55.8,27.67\ncell-603,north_cluster,33.1,370.1,34.4,15.56\ncell-619,south_cluster,41.9,588.1,39.4,16.04\ncell-634,hospital_zone,23.6,339.0,28.3,17.97\ncell-705,south_cluster,38.3,432.2,32.8,4.88\ncell-725,north_cluster,47.0,61.0,34.2,22.19\ncell-810,stadium,35.3,257.2,34.4,14.63\ncell-851,hospital_zone,27.3,339.1,30.7,28.16\ncell-926,hospital_zone,54.4,432.9,37.3,34.18\ncell-966,north_cluster,83.6,546.5,56.2,27.24\ncell-988,north_cluster,44.5,503.2,39.6,31.60\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": "7b9e4430156af6f80256d4f564ac7d81b3b204c4a792b3a4a3de70a293219a22", "tokens_cl100k": {"telemetry": 567, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-580", "edge_ue_thr_mbps": "cell-440"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0240", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-102,stadium,70.7,423.3,53.9,33.45\ncell-140,hospital_zone,81.6,201.3,52.9,25.14\ncell-153,stadium,45.8,199.7,34.8,34.12\ncell-216,hospital_zone,18.8,553.3,18.2,1.14\ncell-226,north_cluster,59.2,236.5,35.1,5.61\ncell-257,stadium,39.0,190.4,36.6,22.71\ncell-271,south_cluster,26.1,198.0,25.7,27.74\ncell-394,north_cluster,57.4,379.7,37.6,6.15\ncell-470,north_cluster,38.7,356.3,30.5,34.11\ncell-471,stadium,92.5,162.2,58.0,21.99\ncell-494,south_cluster,17.8,304.5,12.8,9.19\ncell-534,north_cluster,46.1,127.0,36.1,7.63\ncell-581,south_cluster,67.0,456.9,48.9,19.08\ncell-582,south_cluster,15.7,66.4,23.3,29.58\ncell-637,hospital_zone,32.8,176.1,19.2,17.56\ncell-674,north_cluster,25.8,379.9,22.8,11.75\ncell-684,hospital_zone,31.3,420.0,35.5,5.49\ncell-793,hospital_zone,25.6,549.0,28.8,30.77\ncell-864,north_cluster,55.9,498.5,35.1,19.15\ncell-868,stadium,48.5,260.1,33.3,33.40\ncell-899,south_cluster,20.1,349.2,22.8,23.93\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": "d33591a6e07dfb8b1cfaeff3abe6ca5a20aa73c5bc9c45b44a1f775323f79425", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-175,stadium,91.2,348.7,57.7,21.76\ncell-180,hospital_zone,49.9,618.3,32.4,11.33\ncell-275,hospital_zone,75.5,530.1,53.4,1.88\ncell-361,north_cluster,15.8,572.4,12.8,19.27\ncell-381,hospital_zone,30.2,379.9,33.6,7.80\ncell-405,north_cluster,28.4,638.5,24.8,30.67\ncell-428,south_cluster,54.5,424.7,38.6,11.62\ncell-449,north_cluster,47.1,212.3,32.3,18.94\ncell-481,south_cluster,74.8,390.7,45.0,30.62\ncell-498,stadium,65.4,506.3,45.9,23.30\ncell-513,south_cluster,26.8,454.1,27.1,30.06\ncell-540,stadium,28.7,604.5,24.8,32.06\ncell-723,south_cluster,31.3,266.9,23.4,8.08\ncell-728,south_cluster,38.7,487.2,28.1,23.70\ncell-768,hospital_zone,31.0,152.1,28.8,4.29\ncell-803,stadium,22.5,86.2,17.4,16.72\ncell-806,north_cluster,81.8,227.9,56.0,20.51\ncell-808,north_cluster,22.6,43.2,19.5,22.97\ncell-843,north_cluster,24.1,264.9,16.6,28.36\ncell-848,hospital_zone,20.4,190.9,23.6,18.44\ncell-901,stadium,74.1,457.3,44.3,12.34\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": "6b83e2ddc8ae958cac8b5a64973714bb9071086741bfd5d7291dbf9561e9acfa", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-175", "edge_ue_thr_mbps": "cell-275"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0242", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,hospital_zone,55.2,581.4,44.2,22.15\ncell-145,south_cluster,97.5,535.6,63.3,8.80\ncell-226,north_cluster,67.8,277.3,48.6,22.87\ncell-251,stadium,39.0,419.9,33.6,20.71\ncell-280,stadium,74.3,277.0,59.9,26.70\ncell-387,stadium,86.0,242.9,60.9,13.86\ncell-446,north_cluster,70.8,110.7,50.8,24.81\ncell-531,hospital_zone,74.5,269.5,48.2,1.03\ncell-578,north_cluster,37.5,83.6,34.1,35.38\ncell-618,hospital_zone,56.4,53.4,46.8,29.52\ncell-659,north_cluster,17.9,34.1,18.5,10.01\ncell-691,north_cluster,39.9,352.3,29.8,10.24\ncell-704,stadium,69.1,310.7,45.8,7.52\ncell-727,stadium,19.2,318.7,24.6,18.81\ncell-768,north_cluster,48.9,640.4,35.1,28.37\ncell-876,south_cluster,18.8,417.2,16.9,31.21\ncell-899,south_cluster,77.2,599.2,53.5,32.09\ncell-900,hospital_zone,25.9,493.9,26.6,15.45\ncell-906,south_cluster,26.6,177.7,26.2,12.00\ncell-959,hospital_zone,45.4,478.2,39.9,7.95\ncell-992,south_cluster,46.6,432.3,33.7,8.97\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": "6a456d860bc4715ff1bc9009410eb631b8e59626543e0fbe566387c83dde5a34", "tokens_cl100k": {"telemetry": 567, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-145", "edge_ue_thr_mbps": "cell-531"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0243", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-127,south_cluster,19.9,138.1,21.9,19.73\ncell-221,hospital_zone,37.5,34.2,30.5,20.39\ncell-242,north_cluster,60.2,102.3,42.1,0.78\ncell-273,hospital_zone,31.3,172.2,23.6,16.22\ncell-285,north_cluster,72.4,76.9,50.2,23.68\ncell-293,north_cluster,18.5,540.8,17.0,25.99\ncell-346,north_cluster,37.6,99.1,32.1,34.33\ncell-392,stadium,96.3,271.5,66.0,12.42\ncell-396,stadium,26.8,377.0,26.2,28.83\ncell-462,north_cluster,60.7,463.5,41.8,11.32\ncell-519,south_cluster,74.2,574.9,54.5,10.18\ncell-530,south_cluster,64.3,358.6,36.0,13.47\ncell-720,south_cluster,64.2,168.9,39.8,11.64\ncell-761,north_cluster,52.1,74.9,39.9,22.12\ncell-823,stadium,51.9,421.3,40.5,16.97\ncell-853,hospital_zone,35.2,278.3,28.0,19.55\ncell-891,stadium,79.7,75.0,47.9,7.65\ncell-902,hospital_zone,46.9,474.0,36.6,24.38\ncell-971,stadium,25.9,39.9,32.3,24.59\ncell-973,hospital_zone,81.9,154.6,59.0,29.91\ncell-991,south_cluster,83.0,155.8,57.1,11.17\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": "7bc720b2a84b80420e153f012c9ff1ace65dfae257741c191c191285cabebac1", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-392", "edge_ue_thr_mbps": "cell-242"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0244", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-142,hospital_zone,43.0,359.2,33.3,21.13\ncell-156,north_cluster,17.5,55.6,21.7,20.38\ncell-187,stadium,69.3,236.8,54.5,10.66\ncell-291,hospital_zone,80.9,543.6,47.5,17.80\ncell-372,north_cluster,33.2,158.1,19.0,21.46\ncell-380,hospital_zone,65.3,562.8,44.8,16.94\ncell-481,south_cluster,19.3,554.1,16.9,12.02\ncell-492,north_cluster,80.1,467.7,46.6,26.71\ncell-505,hospital_zone,33.6,50.9,21.9,15.15\ncell-582,stadium,31.9,333.1,32.7,1.38\ncell-612,hospital_zone,79.3,468.0,48.8,17.74\ncell-637,stadium,57.1,171.5,47.5,8.82\ncell-665,north_cluster,58.4,76.1,42.8,16.14\ncell-724,south_cluster,96.9,406.4,54.8,5.02\ncell-841,north_cluster,17.1,334.5,17.5,20.11\ncell-842,south_cluster,78.0,498.0,54.9,12.85\ncell-843,south_cluster,15.6,636.4,22.6,33.89\ncell-904,stadium,35.7,521.1,30.7,33.26\ncell-914,south_cluster,60.2,541.3,41.1,34.29\ncell-932,stadium,57.6,273.9,44.6,22.74\ncell-943,north_cluster,28.0,206.0,27.1,11.90\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": "6707c9236ee611cccf106b32f3f7b051a39bb0f9935f98108323384e6464f0f5", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-724", "edge_ue_thr_mbps": "cell-582"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0245", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,north_cluster,63.6,538.6,40.3,0.64\ncell-122,south_cluster,60.6,62.3,39.9,9.15\ncell-187,south_cluster,80.8,622.4,56.8,30.87\ncell-224,hospital_zone,80.1,583.4,45.9,9.81\ncell-260,hospital_zone,27.8,613.9,24.4,32.88\ncell-371,stadium,59.2,542.6,47.4,22.71\ncell-442,north_cluster,60.0,515.5,50.4,20.91\ncell-445,north_cluster,37.2,378.6,34.8,27.56\ncell-470,hospital_zone,50.7,398.6,31.4,15.13\ncell-485,hospital_zone,91.6,222.3,55.2,6.81\ncell-516,stadium,29.2,413.8,31.3,5.71\ncell-520,south_cluster,59.8,221.2,42.4,18.27\ncell-553,south_cluster,47.3,352.2,26.6,18.74\ncell-644,stadium,35.8,332.9,27.3,6.98\ncell-728,south_cluster,24.2,107.6,23.1,27.11\ncell-734,hospital_zone,71.3,415.4,52.6,32.29\ncell-748,stadium,18.9,595.9,28.2,12.99\ncell-755,north_cluster,36.6,503.7,24.5,19.84\ncell-792,stadium,48.5,159.0,33.5,13.49\ncell-823,north_cluster,78.7,429.2,51.0,7.21\ncell-981,north_cluster,22.2,432.7,25.0,23.32\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": "23ee706f65fec0e21995ef2a1ca7cce2495e9918f268ad6b4de30fd235fc0a44", "tokens_cl100k": {"telemetry": 567, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-485", "edge_ue_thr_mbps": "cell-106"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0246", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,hospital_zone,28.3,261.2,25.7,21.36\ncell-137,hospital_zone,56.6,533.3,41.9,14.10\ncell-288,south_cluster,82.9,313.7,57.7,8.47\ncell-348,hospital_zone,69.4,259.3,53.6,14.64\ncell-359,north_cluster,48.1,187.4,34.8,23.06\ncell-470,stadium,61.9,341.8,43.5,9.79\ncell-473,north_cluster,30.0,320.2,32.3,9.56\ncell-496,stadium,51.2,77.4,34.6,10.40\ncell-533,stadium,29.5,547.6,24.0,14.68\ncell-567,south_cluster,41.3,594.4,23.0,9.38\ncell-647,north_cluster,31.5,355.4,27.3,33.04\ncell-723,hospital_zone,39.5,157.8,27.6,22.39\ncell-756,south_cluster,95.7,472.8,67.0,26.90\ncell-770,north_cluster,44.5,384.5,34.9,29.32\ncell-812,stadium,57.4,157.9,35.2,0.39\ncell-869,south_cluster,44.7,310.3,30.6,24.37\ncell-871,north_cluster,41.1,452.5,36.7,4.98\ncell-911,stadium,46.9,594.4,38.7,28.86\ncell-926,stadium,66.9,105.2,50.0,30.93\ncell-931,hospital_zone,69.6,320.8,46.4,5.43\ncell-994,south_cluster,64.4,434.4,34.8,22.77\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": "51dd6fd3dca7e4a62e44db198a87341afbe47db48df244287020f01fe01a4e4d", "tokens_cl100k": {"telemetry": 566, "text": 39}, "extreme_cells": {"prb_util_pct": "cell-756", "edge_ue_thr_mbps": "cell-812"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0247", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-154,stadium,55.4,452.5,39.6,26.92\ncell-169,north_cluster,26.8,180.6,20.9,15.51\ncell-235,hospital_zone,38.1,529.6,24.8,17.75\ncell-307,south_cluster,27.6,199.8,26.4,6.98\ncell-352,north_cluster,27.5,486.6,23.7,32.34\ncell-478,north_cluster,78.1,117.8,51.4,25.79\ncell-485,south_cluster,71.3,218.6,51.3,13.56\ncell-533,south_cluster,56.1,243.4,34.1,27.70\ncell-616,stadium,34.9,73.2,29.9,22.35\ncell-633,stadium,70.3,591.1,45.4,2.60\ncell-665,hospital_zone,49.3,275.3,41.8,10.91\ncell-683,north_cluster,91.9,459.8,65.1,27.04\ncell-720,south_cluster,28.3,178.0,33.0,4.66\ncell-793,hospital_zone,68.1,530.4,44.9,6.43\ncell-800,north_cluster,77.7,583.1,41.8,15.30\ncell-837,north_cluster,62.9,230.6,40.4,31.82\ncell-875,stadium,44.8,212.6,37.4,14.83\ncell-877,south_cluster,56.0,172.0,44.4,18.92\ncell-918,stadium,55.0,472.8,41.9,19.55\ncell-921,hospital_zone,51.7,508.9,33.0,9.00\ncell-991,hospital_zone,26.2,476.3,22.9,9.40\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": "c8ec82aff113172c38b7fc256ad2cf3b609618f2e0424a4a8d57914055f404c7", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-683", "edge_ue_thr_mbps": "cell-633"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0248", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-231,north_cluster,64.4,109.4,47.2,18.01\ncell-239,stadium,76.3,627.0,52.3,0.29\ncell-285,hospital_zone,66.5,142.1,46.2,32.57\ncell-464,stadium,78.9,591.6,49.7,28.87\ncell-469,hospital_zone,50.9,51.8,34.7,17.56\ncell-511,stadium,24.2,117.8,26.6,30.29\ncell-573,north_cluster,58.1,607.6,40.0,8.19\ncell-625,south_cluster,66.3,224.7,47.5,20.35\ncell-651,south_cluster,26.5,179.9,18.9,23.70\ncell-657,hospital_zone,32.8,436.9,30.1,29.50\ncell-678,stadium,40.5,403.6,27.9,4.99\ncell-737,south_cluster,79.4,104.9,49.1,22.45\ncell-792,north_cluster,58.2,420.6,41.5,9.14\ncell-818,hospital_zone,63.3,587.2,40.8,9.20\ncell-829,hospital_zone,88.3,237.8,46.4,8.53\ncell-851,north_cluster,72.6,625.3,38.7,21.30\ncell-853,south_cluster,49.8,353.9,35.4,4.59\ncell-861,south_cluster,67.2,97.7,48.9,5.83\ncell-894,north_cluster,43.5,294.8,36.9,7.74\ncell-912,north_cluster,47.2,330.7,37.8,18.23\ncell-949,stadium,59.2,505.0,43.3,20.94\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": "acc7b19d979bdd84c4f5acfe950fe796fd89d741ce19ba663e39bdefbd03a754", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-829", "edge_ue_thr_mbps": "cell-239"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0249", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,stadium,55.5,160.9,48.3,22.60\ncell-163,south_cluster,29.5,346.2,24.1,30.78\ncell-170,south_cluster,30.1,332.5,23.5,16.14\ncell-195,hospital_zone,77.9,335.4,51.6,23.81\ncell-321,south_cluster,67.0,589.6,48.6,24.58\ncell-368,north_cluster,49.8,527.8,33.1,18.94\ncell-434,hospital_zone,17.7,623.0,15.4,2.03\ncell-449,hospital_zone,69.7,487.7,42.9,27.20\ncell-450,south_cluster,47.8,542.9,34.8,21.35\ncell-486,north_cluster,64.0,523.7,47.9,5.84\ncell-493,south_cluster,22.4,105.3,23.9,13.27\ncell-513,hospital_zone,79.3,175.0,50.6,13.32\ncell-514,stadium,79.6,629.6,46.6,10.38\ncell-672,stadium,94.9,359.0,57.6,12.97\ncell-699,north_cluster,21.0,240.1,25.4,19.71\ncell-787,stadium,84.7,386.8,51.4,33.13\ncell-793,north_cluster,53.8,379.5,43.9,6.05\ncell-813,stadium,83.5,372.1,57.4,21.15\ncell-909,north_cluster,73.1,73.6,53.2,26.76\ncell-910,hospital_zone,57.4,149.3,39.1,6.87\ncell-958,hospital_zone,65.7,616.9,38.7,21.86\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": "27ea315578308fbbb996c7f86b8b77270b33d3f267382abe0c4ccc97759a3915", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,hospital_zone,19.4,534.5,19.9,9.74\ncell-197,north_cluster,67.6,75.3,43.6,12.09\ncell-224,stadium,36.2,157.5,30.3,30.60\ncell-231,south_cluster,81.3,403.7,52.7,29.68\ncell-242,hospital_zone,22.1,368.4,23.6,15.94\ncell-244,stadium,21.9,442.7,24.8,18.16\ncell-295,south_cluster,23.6,200.8,21.3,7.66\ncell-316,north_cluster,82.9,45.3,45.8,30.57\ncell-390,stadium,30.8,185.1,27.1,33.89\ncell-461,stadium,48.6,84.0,38.6,21.81\ncell-465,south_cluster,42.7,387.6,39.7,28.00\ncell-615,hospital_zone,31.9,658.2,30.9,8.32\ncell-687,north_cluster,74.1,407.6,53.1,17.82\ncell-728,south_cluster,86.7,600.0,54.8,30.22\ncell-769,south_cluster,24.1,297.9,29.5,28.80\ncell-792,stadium,69.6,193.0,52.5,0.89\ncell-862,hospital_zone,61.0,285.5,45.4,25.81\ncell-901,north_cluster,44.7,378.5,27.6,30.71\ncell-907,north_cluster,18.2,96.7,28.0,31.54\ncell-915,hospital_zone,23.1,104.7,21.2,30.14\ncell-929,stadium,72.4,286.1,46.8,31.30\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": "62e047aa79558e2cb87e0a753be1e391c1fae99f799f2e4709c6a0abf3e15ba6", "tokens_cl100k": {"telemetry": 566, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-728", "edge_ue_thr_mbps": "cell-792"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0251", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,stadium,32.8,151.2,24.8,33.47\ncell-246,south_cluster,19.1,54.1,23.4,17.15\ncell-259,south_cluster,53.2,475.6,37.6,4.66\ncell-300,hospital_zone,45.3,289.2,35.5,31.69\ncell-303,hospital_zone,22.1,86.1,26.2,34.62\ncell-398,north_cluster,90.7,423.0,52.6,25.50\ncell-400,north_cluster,40.4,364.3,32.6,19.10\ncell-434,hospital_zone,33.0,267.2,26.9,19.66\ncell-447,stadium,38.8,621.5,31.9,12.72\ncell-490,south_cluster,25.0,419.6,27.0,24.13\ncell-520,north_cluster,71.6,459.0,47.7,28.58\ncell-740,stadium,41.6,603.2,36.1,13.62\ncell-752,stadium,70.7,187.7,47.1,22.34\ncell-772,north_cluster,68.4,102.1,44.5,7.46\ncell-774,hospital_zone,57.2,272.3,38.6,18.59\ncell-825,stadium,62.6,293.1,47.7,15.09\ncell-839,south_cluster,43.9,254.8,31.9,21.29\ncell-878,hospital_zone,57.1,103.2,49.8,27.71\ncell-902,north_cluster,40.3,135.2,28.6,6.50\ncell-977,south_cluster,75.4,648.8,54.6,0.74\ncell-983,south_cluster,62.4,351.4,46.5,29.18\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": "b992ece537937f39bc143d7cace1afcf0d173c9beabdf0fdabe4d96e38a8697c", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-398", "edge_ue_thr_mbps": "cell-977"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0252", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-163,north_cluster,84.1,317.2,51.2,12.17\ncell-246,hospital_zone,65.9,562.2,49.4,2.15\ncell-282,south_cluster,84.0,542.0,51.4,12.12\ncell-322,south_cluster,55.5,375.4,35.9,22.69\ncell-344,south_cluster,28.9,145.6,19.1,25.76\ncell-397,north_cluster,49.2,125.3,32.0,29.33\ncell-477,south_cluster,19.4,223.2,26.7,21.97\ncell-491,stadium,36.6,88.7,26.4,16.80\ncell-499,north_cluster,94.1,383.9,67.0,12.61\ncell-507,hospital_zone,44.0,322.0,33.6,15.70\ncell-549,hospital_zone,38.3,181.1,34.0,29.07\ncell-579,hospital_zone,16.7,164.4,13.1,17.98\ncell-633,north_cluster,15.6,47.8,13.4,8.90\ncell-643,stadium,58.4,375.4,44.1,12.32\ncell-646,stadium,36.6,259.5,28.7,27.22\ncell-705,stadium,50.9,114.1,38.3,8.80\ncell-707,south_cluster,40.0,49.7,36.1,33.40\ncell-793,north_cluster,16.6,406.3,16.3,13.83\ncell-895,stadium,59.1,184.9,34.9,30.31\ncell-925,stadium,38.2,104.0,33.5,29.87\ncell-967,hospital_zone,65.1,162.0,37.6,5.41\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": "f2b8ff7ee7832eb325b0a6a340d2a50edc6097a0432848394444d2a53314bb18", "tokens_cl100k": {"telemetry": 566, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-499", "edge_ue_thr_mbps": "cell-246"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0253", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-210,stadium,82.0,86.9,47.1,18.25\ncell-314,south_cluster,26.8,25.5,30.6,30.49\ncell-445,hospital_zone,85.9,108.2,50.5,4.76\ncell-480,north_cluster,77.8,461.2,52.2,29.97\ncell-536,north_cluster,44.5,245.4,30.5,19.56\ncell-557,hospital_zone,40.9,585.7,24.2,17.04\ncell-580,south_cluster,18.1,58.2,24.3,15.31\ncell-619,stadium,43.9,143.3,29.4,8.49\ncell-651,north_cluster,40.8,518.9,40.9,25.05\ncell-656,stadium,19.1,246.0,30.5,10.25\ncell-702,stadium,49.6,547.5,31.3,34.26\ncell-707,south_cluster,94.0,95.0,59.6,21.76\ncell-766,south_cluster,78.1,625.9,54.3,31.82\ncell-825,north_cluster,44.1,642.0,31.0,10.58\ncell-833,stadium,46.0,479.4,25.8,27.84\ncell-837,hospital_zone,22.0,525.1,19.5,9.59\ncell-895,south_cluster,64.8,47.0,43.4,24.65\ncell-905,hospital_zone,52.7,306.3,32.8,28.84\ncell-931,stadium,80.2,641.6,58.5,1.64\ncell-933,north_cluster,74.2,343.5,50.0,5.48\ncell-964,hospital_zone,24.5,622.1,29.6,34.89\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": "70d7acd16f9c0e9753539fc152ce90dbe41b47548687f146bd4ee77a65d7f245", "tokens_cl100k": {"telemetry": 566, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-707", "edge_ue_thr_mbps": "cell-931"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0254", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-188,stadium,39.0,165.3,25.7,10.77\ncell-194,south_cluster,32.0,436.5,21.4,10.68\ncell-203,stadium,20.1,243.6,22.7,17.72\ncell-237,hospital_zone,16.2,180.5,19.4,20.23\ncell-250,south_cluster,25.5,638.3,18.3,34.17\ncell-269,north_cluster,60.1,74.3,47.8,28.40\ncell-395,stadium,64.6,391.7,45.0,19.21\ncell-438,stadium,32.2,404.3,29.4,12.57\ncell-456,north_cluster,70.9,629.5,46.7,31.99\ncell-503,hospital_zone,63.2,429.9,39.2,31.62\ncell-513,stadium,84.3,347.8,60.1,30.59\ncell-527,hospital_zone,47.9,521.7,26.5,33.83\ncell-545,north_cluster,55.8,520.4,32.2,5.46\ncell-605,south_cluster,43.3,636.7,34.0,13.51\ncell-644,south_cluster,25.3,208.1,29.3,9.96\ncell-701,north_cluster,24.2,525.0,25.8,17.41\ncell-733,stadium,38.7,529.8,29.9,30.28\ncell-773,south_cluster,47.3,400.7,32.5,0.52\ncell-844,hospital_zone,75.0,583.1,56.4,27.29\ncell-923,hospital_zone,64.7,90.3,44.8,9.87\ncell-938,north_cluster,45.7,352.2,30.0,19.71\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": "167edaa4ef2d7adb4d4abf32522e1eed7c57e5090d5aaf9390a3f82069ee6bfc", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,stadium,48.0,292.2,32.9,32.54\ncell-144,hospital_zone,87.8,398.7,56.3,9.06\ncell-176,north_cluster,18.2,559.9,14.2,1.13\ncell-217,stadium,75.5,70.8,51.8,13.52\ncell-363,hospital_zone,33.7,184.8,32.6,15.52\ncell-464,north_cluster,41.7,214.6,36.0,22.96\ncell-466,south_cluster,21.3,420.3,24.2,7.28\ncell-471,hospital_zone,30.6,228.9,24.9,12.44\ncell-559,north_cluster,44.2,460.0,32.3,16.49\ncell-590,stadium,18.8,146.1,14.1,24.00\ncell-591,south_cluster,16.8,545.4,18.6,31.62\ncell-636,north_cluster,43.8,615.0,39.3,25.07\ncell-664,south_cluster,73.9,564.7,42.9,9.70\ncell-668,stadium,34.8,355.3,35.9,6.09\ncell-691,stadium,65.8,40.7,41.8,28.65\ncell-755,hospital_zone,63.9,381.1,41.6,24.60\ncell-760,south_cluster,35.3,612.1,24.9,29.87\ncell-774,north_cluster,72.0,174.0,49.2,24.38\ncell-869,hospital_zone,50.3,301.5,37.9,23.84\ncell-992,south_cluster,35.3,292.2,29.3,33.59\ncell-999,north_cluster,38.7,274.2,23.0,24.10\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": "fcabda0b56d2e03a9dfe470f99ff7d96bb821899527233b39848fd7cdc1ce23b", "tokens_cl100k": {"telemetry": 567, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-144", "edge_ue_thr_mbps": "cell-176"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0256", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,north_cluster,37.9,69.7,31.1,11.16\ncell-192,hospital_zone,38.5,383.9,25.6,29.91\ncell-340,north_cluster,71.3,115.2,39.9,10.54\ncell-367,stadium,39.5,169.7,31.6,20.06\ncell-384,south_cluster,35.2,464.7,29.9,28.11\ncell-515,hospital_zone,61.2,523.5,37.7,12.11\ncell-531,hospital_zone,65.5,593.3,46.2,17.42\ncell-635,stadium,26.5,620.1,24.8,29.47\ncell-710,north_cluster,40.1,466.5,31.0,4.27\ncell-761,south_cluster,43.5,482.9,28.7,10.76\ncell-767,south_cluster,71.0,269.1,47.3,18.67\ncell-771,hospital_zone,57.7,580.2,36.9,15.44\ncell-791,stadium,38.4,309.3,29.1,5.99\ncell-804,south_cluster,87.8,494.7,49.8,16.53\ncell-823,south_cluster,16.8,169.2,24.2,13.94\ncell-825,stadium,34.4,188.7,26.1,25.12\ncell-827,north_cluster,23.2,636.3,27.6,19.03\ncell-841,stadium,60.4,263.7,44.5,2.11\ncell-872,north_cluster,32.3,351.0,25.1,29.32\ncell-934,hospital_zone,34.1,607.5,24.3,16.98\ncell-970,north_cluster,54.0,601.2,41.2,20.32\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": "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": "14507e9dbd36e8dcd6ddb59fe360a82f86562c7feccb704721666cae45470e67", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-804", "edge_ue_thr_mbps": "cell-841"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0257", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-158,stadium,21.6,306.3,22.1,7.11\ncell-199,stadium,79.1,79.1,47.8,18.06\ncell-255,stadium,44.1,635.2,43.8,6.39\ncell-268,hospital_zone,91.4,403.7,64.3,5.91\ncell-281,south_cluster,69.9,532.7,49.7,30.71\ncell-343,north_cluster,51.0,272.1,31.0,7.11\ncell-380,north_cluster,31.2,303.7,31.6,8.53\ncell-388,south_cluster,51.8,169.9,35.9,12.23\ncell-419,south_cluster,28.5,377.1,30.9,2.27\ncell-430,stadium,77.1,439.9,54.0,25.25\ncell-439,north_cluster,49.0,72.2,42.0,24.68\ncell-462,hospital_zone,74.7,559.7,41.7,31.74\ncell-528,south_cluster,62.8,525.4,40.5,20.58\ncell-538,stadium,55.7,243.1,48.3,20.74\ncell-748,stadium,42.0,253.0,23.6,13.51\ncell-770,hospital_zone,61.1,179.9,40.4,31.09\ncell-796,south_cluster,78.1,528.2,52.6,24.06\ncell-810,north_cluster,47.4,118.0,32.2,9.49\ncell-833,north_cluster,86.8,142.1,48.2,33.91\ncell-837,hospital_zone,77.9,460.9,54.9,11.32\ncell-912,hospital_zone,72.0,503.4,41.1,21.74\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": "0457315a1e3b05fbc31999f17444808d5c2d7a5384e352df85166c00fd61013e", "tokens_cl100k": {"telemetry": 566, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-268", "edge_ue_thr_mbps": "cell-419"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0258", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-114,south_cluster,24.1,468.2,16.9,6.48\ncell-225,stadium,51.6,484.7,44.7,30.88\ncell-243,north_cluster,90.1,633.4,60.6,8.28\ncell-262,hospital_zone,22.3,227.5,22.8,28.37\ncell-304,north_cluster,68.4,182.9,36.8,20.48\ncell-352,stadium,52.3,457.5,34.1,28.12\ncell-363,north_cluster,38.9,496.1,34.4,26.94\ncell-364,south_cluster,41.4,619.9,30.4,16.43\ncell-416,south_cluster,53.6,436.3,39.4,30.39\ncell-482,hospital_zone,63.1,108.6,50.3,13.19\ncell-483,stadium,44.6,86.8,32.7,24.38\ncell-533,south_cluster,19.5,137.9,18.1,29.05\ncell-599,north_cluster,41.2,202.2,38.0,18.35\ncell-674,hospital_zone,34.4,74.5,26.3,26.22\ncell-692,hospital_zone,77.6,577.0,57.1,14.96\ncell-807,stadium,47.4,109.7,34.9,3.95\ncell-906,south_cluster,27.5,481.5,32.8,33.92\ncell-942,stadium,46.1,122.6,32.8,1.24\ncell-974,north_cluster,17.7,475.0,14.5,18.44\ncell-979,hospital_zone,39.6,220.4,30.8,15.78\ncell-998,north_cluster,68.5,611.9,41.8,28.04\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": "173e3782e5d29cb1e815b973b1b32494c5afc03d4f151654d7ace675a6420a1b", "tokens_cl100k": {"telemetry": 567, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-243", "edge_ue_thr_mbps": "cell-942"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0259", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,20.1,169.7,20.0,33.07\ncell-130,hospital_zone,67.4,318.0,39.4,17.62\ncell-208,north_cluster,58.8,446.9,43.1,29.70\ncell-236,hospital_zone,29.0,380.0,19.8,23.69\ncell-343,north_cluster,66.0,132.0,41.0,12.61\ncell-353,south_cluster,50.5,459.2,37.8,23.67\ncell-435,stadium,31.6,501.8,24.5,23.26\ncell-463,stadium,17.8,575.3,25.2,4.80\ncell-471,north_cluster,92.2,156.5,65.1,9.89\ncell-491,south_cluster,55.3,432.3,37.4,4.68\ncell-516,south_cluster,81.7,148.7,54.4,27.06\ncell-566,stadium,79.7,573.2,48.2,0.53\ncell-586,north_cluster,27.6,46.8,28.6,3.53\ncell-591,hospital_zone,66.1,423.1,39.7,25.63\ncell-631,north_cluster,68.3,104.5,40.4,21.69\ncell-783,south_cluster,51.5,95.3,35.2,15.90\ncell-788,south_cluster,43.9,642.4,42.7,9.00\ncell-830,stadium,53.2,554.5,41.1,17.30\ncell-854,hospital_zone,52.7,67.5,31.5,8.99\ncell-891,stadium,83.6,643.1,47.1,17.82\ncell-963,hospital_zone,29.2,46.3,27.3,17.71\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": "7c02b8d6ea32715cf4b8c8b2172f0f669e5cf998e56d2422772ec4cf496dae02", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,stadium,74.8,186.1,46.9,17.97\ncell-114,north_cluster,79.9,207.0,51.5,25.83\ncell-173,stadium,44.3,41.6,35.2,4.62\ncell-213,south_cluster,41.0,564.3,34.3,30.70\ncell-230,north_cluster,24.9,659.4,23.5,22.77\ncell-290,north_cluster,67.3,46.6,51.7,10.02\ncell-372,south_cluster,49.0,529.5,35.0,30.47\ncell-403,north_cluster,40.9,232.6,33.2,25.17\ncell-418,north_cluster,62.1,304.5,42.2,28.16\ncell-496,south_cluster,28.3,172.4,28.4,26.73\ncell-562,hospital_zone,17.6,348.9,22.3,14.64\ncell-603,south_cluster,23.8,467.6,27.8,25.65\ncell-652,hospital_zone,38.9,303.4,31.3,5.48\ncell-745,stadium,93.6,515.9,52.5,24.42\ncell-783,hospital_zone,80.4,530.1,58.5,32.47\ncell-836,stadium,64.7,391.2,38.3,3.96\ncell-864,stadium,64.2,622.4,39.5,3.68\ncell-927,hospital_zone,84.3,376.3,57.2,5.13\ncell-936,hospital_zone,43.0,56.1,32.5,25.82\ncell-939,south_cluster,31.9,387.3,30.0,10.78\ncell-984,north_cluster,34.4,577.2,33.0,0.41\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": "173554149880da744a08c6dc4d1ac4bd76f65bb29ef6e9c94b6471f2a620a73b", "tokens_cl100k": {"telemetry": 567, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-745", "edge_ue_thr_mbps": "cell-984"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0261", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,south_cluster,59.0,333.1,46.4,20.47\ncell-160,south_cluster,69.9,100.3,51.8,19.25\ncell-192,north_cluster,41.4,191.2,33.3,8.15\ncell-198,hospital_zone,50.5,121.5,35.0,8.72\ncell-267,hospital_zone,39.2,478.8,33.8,1.85\ncell-286,south_cluster,98.4,55.4,65.6,20.62\ncell-339,south_cluster,32.9,615.7,27.4,24.68\ncell-342,hospital_zone,18.1,63.0,21.6,17.46\ncell-426,stadium,85.8,362.7,51.4,18.69\ncell-446,hospital_zone,36.3,307.8,32.2,11.21\ncell-462,north_cluster,44.8,529.6,36.8,33.60\ncell-473,north_cluster,17.8,176.2,28.8,31.10\ncell-505,hospital_zone,70.3,175.5,47.5,12.97\ncell-621,stadium,22.1,441.6,22.4,21.68\ncell-704,stadium,84.6,359.4,52.8,15.82\ncell-749,stadium,32.3,472.2,27.4,18.80\ncell-752,stadium,50.6,667.3,34.8,26.85\ncell-834,stadium,53.9,533.0,39.7,10.92\ncell-916,north_cluster,52.3,168.9,42.3,33.57\ncell-992,south_cluster,33.4,586.7,31.8,13.74\ncell-993,north_cluster,22.3,120.8,28.9,32.59\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": "a9139e8bac7669595198cd6663ea0e2e011bd96aef0e26ab8769793a607d0ec3", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,hospital_zone,35.2,107.0,37.9,5.08\ncell-150,north_cluster,31.5,436.7,26.3,2.20\ncell-156,north_cluster,17.7,284.0,22.8,18.74\ncell-166,south_cluster,34.6,526.9,27.2,34.71\ncell-175,north_cluster,66.8,182.5,46.7,26.57\ncell-185,hospital_zone,20.1,524.2,24.5,30.18\ncell-219,hospital_zone,85.9,79.4,57.0,14.24\ncell-339,hospital_zone,59.6,416.1,43.8,4.19\ncell-348,south_cluster,40.7,296.3,35.8,11.03\ncell-404,south_cluster,41.5,527.0,35.9,8.55\ncell-426,stadium,53.4,231.0,44.0,3.87\ncell-430,stadium,73.9,68.5,45.9,4.90\ncell-517,north_cluster,36.5,259.5,24.3,25.95\ncell-543,south_cluster,63.5,440.7,41.5,30.53\ncell-684,stadium,19.0,326.3,22.1,7.57\ncell-699,hospital_zone,39.8,278.4,28.1,29.05\ncell-708,south_cluster,58.9,556.1,44.0,11.42\ncell-864,north_cluster,69.9,659.9,44.3,30.36\ncell-918,stadium,77.0,270.7,59.0,21.11\ncell-943,south_cluster,48.2,104.1,39.2,25.93\ncell-978,stadium,70.4,373.3,44.7,21.15\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": "62a0cdef655a8599b978892720dd84179c89763419021244694d38a3d5045a8d", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-219", "edge_ue_thr_mbps": "cell-150"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0263", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,hospital_zone,76.4,119.2,56.6,0.79\ncell-208,south_cluster,36.9,642.5,34.2,34.94\ncell-218,hospital_zone,21.1,482.6,28.1,31.48\ncell-314,stadium,58.5,115.1,44.8,13.13\ncell-353,stadium,16.1,591.4,11.1,29.48\ncell-423,north_cluster,88.3,563.8,59.8,21.27\ncell-464,hospital_zone,47.4,568.4,36.3,10.23\ncell-491,north_cluster,26.9,226.8,26.7,19.17\ncell-648,south_cluster,50.3,364.2,47.1,17.01\ncell-669,south_cluster,24.5,79.2,21.4,13.12\ncell-716,north_cluster,76.0,88.1,47.2,25.39\ncell-722,south_cluster,59.0,261.8,49.0,19.32\ncell-731,hospital_zone,37.4,188.2,23.3,22.05\ncell-839,stadium,49.4,296.4,34.8,8.00\ncell-841,north_cluster,60.8,322.8,33.7,25.75\ncell-889,north_cluster,64.1,564.8,45.0,23.79\ncell-922,hospital_zone,81.0,359.3,56.3,16.17\ncell-930,south_cluster,59.4,570.8,37.5,4.08\ncell-943,stadium,75.2,184.8,52.7,26.95\ncell-959,stadium,54.2,203.1,36.3,35.57\ncell-998,south_cluster,63.8,555.6,44.3,25.75\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": "657162a9ce7708c015ce40c9567e3af721a513ddb5d6145fdc380fe479496a0f", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-423", "edge_ue_thr_mbps": "cell-107"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0264", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,south_cluster,51.1,248.0,30.4,32.85\ncell-145,hospital_zone,56.2,584.6,39.3,25.48\ncell-162,hospital_zone,28.8,177.9,31.7,25.56\ncell-207,hospital_zone,77.6,538.6,49.1,8.47\ncell-272,north_cluster,63.8,28.4,41.4,34.48\ncell-295,stadium,27.3,151.2,30.1,11.90\ncell-400,stadium,52.2,626.5,40.8,13.95\ncell-437,north_cluster,47.2,191.8,45.6,11.41\ncell-484,stadium,72.6,283.4,47.4,14.20\ncell-533,hospital_zone,22.5,108.6,20.2,0.28\ncell-551,north_cluster,31.7,534.9,24.2,6.18\ncell-554,hospital_zone,33.0,281.0,35.6,3.57\ncell-573,north_cluster,21.7,376.5,24.4,19.87\ncell-597,stadium,73.0,641.3,53.2,28.37\ncell-677,south_cluster,67.0,644.7,43.7,16.18\ncell-695,south_cluster,78.2,604.7,42.5,32.61\ncell-746,south_cluster,92.1,236.8,54.9,26.57\ncell-792,south_cluster,36.2,275.1,31.4,31.30\ncell-883,south_cluster,48.8,208.8,36.5,32.38\ncell-911,north_cluster,74.3,350.5,49.8,17.27\ncell-970,stadium,69.8,626.8,43.5,9.62\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": "d543ac5af15e81b6929ac397b71691f4f36e39112c4cfde850225a1e4312c6c3", "tokens_cl100k": {"telemetry": 567, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-746", "edge_ue_thr_mbps": "cell-533"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0265", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-124,north_cluster,15.7,244.6,20.3,20.76\ncell-186,south_cluster,72.9,498.7,45.8,6.14\ncell-240,hospital_zone,26.7,180.2,25.2,19.51\ncell-258,north_cluster,51.9,472.7,31.8,30.00\ncell-263,south_cluster,83.0,451.5,58.3,21.64\ncell-337,stadium,49.7,464.0,34.2,27.24\ncell-359,stadium,90.0,285.1,61.1,16.08\ncell-486,stadium,25.4,600.4,26.7,19.51\ncell-574,hospital_zone,48.4,601.6,39.9,33.73\ncell-595,north_cluster,74.2,84.5,44.6,22.52\ncell-608,hospital_zone,74.6,461.8,55.9,8.75\ncell-610,south_cluster,19.4,380.0,20.5,25.45\ncell-638,stadium,16.3,410.3,21.7,34.31\ncell-675,stadium,62.0,449.7,43.5,34.98\ncell-677,north_cluster,68.6,566.4,49.1,15.70\ncell-719,stadium,42.3,226.3,26.1,30.90\ncell-721,north_cluster,46.7,357.9,34.2,13.89\ncell-769,hospital_zone,45.4,52.3,30.6,25.54\ncell-790,hospital_zone,74.6,220.5,48.0,10.08\ncell-867,south_cluster,40.0,361.2,34.4,7.49\ncell-979,south_cluster,21.0,145.2,12.6,1.32\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": "935248b14e5d56724812414535fcc5f625f508e06c6b182f5a1fd0ef3d2d216b", "tokens_cl100k": {"telemetry": 566, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-359", "edge_ue_thr_mbps": "cell-979"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0266", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-119,stadium,62.3,293.4,46.4,5.60\ncell-305,stadium,76.6,318.1,55.9,4.54\ncell-332,north_cluster,53.7,108.0,49.6,20.55\ncell-334,south_cluster,16.3,403.2,23.7,8.49\ncell-425,north_cluster,22.5,276.2,22.8,21.62\ncell-466,stadium,81.1,492.8,56.8,18.44\ncell-476,north_cluster,78.6,357.1,48.2,6.97\ncell-540,south_cluster,30.1,428.5,29.9,24.94\ncell-547,south_cluster,16.2,136.6,20.6,0.01\ncell-623,hospital_zone,58.2,112.3,34.3,18.83\ncell-672,south_cluster,29.3,578.7,23.1,17.18\ncell-682,hospital_zone,41.8,461.1,40.0,23.82\ncell-734,stadium,54.4,150.9,43.2,26.26\ncell-738,hospital_zone,15.2,400.0,23.0,9.16\ncell-821,hospital_zone,59.0,479.9,43.2,21.04\ncell-830,hospital_zone,89.0,101.7,48.4,22.13\ncell-872,stadium,42.2,592.4,38.8,29.83\ncell-887,north_cluster,68.5,129.7,45.7,12.92\ncell-940,stadium,65.6,251.4,47.2,13.69\ncell-941,south_cluster,73.6,314.3,44.2,27.86\ncell-963,north_cluster,49.8,550.3,36.2,33.48\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": "0a48eb1730197f7bcecf3837360014da87cde64e9e57b5369c0ee6b7a092e570", "tokens_cl100k": {"telemetry": 566, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-830", "edge_ue_thr_mbps": "cell-547"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0267", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,hospital_zone,94.8,504.2,62.3,32.25\ncell-174,north_cluster,54.8,412.4,36.6,15.31\ncell-282,north_cluster,34.0,247.7,25.7,21.75\ncell-301,stadium,57.3,58.3,39.4,14.98\ncell-414,stadium,71.9,485.9,47.2,24.71\ncell-436,hospital_zone,72.3,391.4,47.8,12.24\ncell-453,south_cluster,58.8,562.3,39.8,12.46\ncell-465,stadium,61.8,176.0,41.0,3.57\ncell-509,hospital_zone,83.9,384.2,49.9,3.44\ncell-546,stadium,60.1,475.6,39.3,14.27\ncell-595,hospital_zone,80.7,555.7,55.1,12.30\ncell-691,hospital_zone,15.7,317.0,22.6,11.66\ncell-701,stadium,27.7,186.6,26.7,7.35\ncell-730,south_cluster,52.5,599.6,43.8,34.65\ncell-774,south_cluster,79.4,614.3,51.5,0.07\ncell-798,north_cluster,23.1,238.3,19.4,6.45\ncell-811,north_cluster,47.7,189.1,39.7,30.13\ncell-845,south_cluster,73.2,411.1,50.1,27.39\ncell-869,hospital_zone,75.7,281.7,44.2,4.46\ncell-915,south_cluster,17.4,187.5,19.8,13.45\ncell-987,north_cluster,20.5,101.5,27.4,8.44\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": "8149f86747261c8121bf6294f2eb81ede007849a991f70701892321b1e559e28", "tokens_cl100k": {"telemetry": 567, "text": 22}, "extreme_cells": {"prb_util_pct": "cell-120", "edge_ue_thr_mbps": "cell-774"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0268", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,hospital_zone,70.7,58.8,49.5,32.81\ncell-140,hospital_zone,60.9,36.5,38.0,0.01\ncell-142,stadium,61.7,432.0,45.7,8.61\ncell-186,hospital_zone,31.7,277.4,30.2,29.78\ncell-215,south_cluster,20.9,150.6,31.0,34.06\ncell-270,south_cluster,36.8,606.3,23.7,31.77\ncell-302,south_cluster,33.5,199.3,25.4,16.34\ncell-329,south_cluster,27.1,465.1,34.7,31.79\ncell-346,north_cluster,34.7,531.1,28.8,17.52\ncell-381,hospital_zone,69.7,252.4,47.1,31.97\ncell-395,south_cluster,67.3,360.0,46.6,24.49\ncell-484,stadium,74.1,651.2,53.5,24.50\ncell-598,north_cluster,54.8,210.7,35.0,8.31\ncell-652,north_cluster,84.1,177.4,51.9,5.99\ncell-716,hospital_zone,47.9,375.0,37.9,7.16\ncell-741,stadium,38.0,363.5,29.8,24.38\ncell-771,south_cluster,62.3,652.7,35.5,10.81\ncell-823,stadium,46.7,223.4,30.7,35.25\ncell-898,stadium,52.8,523.6,47.1,33.99\ncell-932,north_cluster,50.9,576.5,40.6,20.26\ncell-955,north_cluster,51.4,57.1,36.7,25.23\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": "25410673ff6c328296316bef34c68e5594eca3d5519b3950e1bba5c5ccf3407b", "tokens_cl100k": {"telemetry": 567, "text": 42}, "extreme_cells": {"prb_util_pct": "cell-652", "edge_ue_thr_mbps": "cell-140"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0269", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-123,hospital_zone,93.4,389.9,63.3,24.15\ncell-143,stadium,60.4,373.9,44.5,20.90\ncell-171,hospital_zone,54.5,649.3,36.3,26.64\ncell-204,stadium,62.3,437.7,47.8,6.32\ncell-215,north_cluster,57.0,425.8,32.9,0.98\ncell-220,stadium,52.8,590.4,37.4,23.02\ncell-301,north_cluster,53.4,58.0,37.9,18.68\ncell-360,south_cluster,76.4,490.5,42.5,26.12\ncell-413,stadium,71.7,589.7,49.2,30.69\ncell-548,south_cluster,24.0,586.8,18.9,14.11\ncell-556,north_cluster,85.6,338.8,51.7,10.37\ncell-614,hospital_zone,22.7,397.8,15.0,6.02\ncell-670,stadium,78.8,392.5,55.9,21.80\ncell-752,hospital_zone,58.0,633.6,46.3,33.19\ncell-756,stadium,16.8,458.6,24.0,11.29\ncell-895,north_cluster,38.2,131.4,34.1,19.01\ncell-896,south_cluster,12.3,625.7,25.2,34.93\ncell-918,south_cluster,64.6,626.8,46.3,18.64\ncell-975,hospital_zone,85.7,657.5,50.0,16.54\ncell-979,north_cluster,16.9,609.8,18.4,31.45\ncell-997,south_cluster,61.6,203.5,44.4,16.24\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": "1398cc87ed41aa257cda02b80b47d2d878efd05f10588e05f292589d33535f9d", "tokens_cl100k": {"telemetry": 566, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-123", "edge_ue_thr_mbps": "cell-215"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0270", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,north_cluster,38.1,370.9,34.4,22.27\ncell-170,north_cluster,19.6,136.7,22.7,11.80\ncell-270,north_cluster,73.2,311.0,51.8,28.67\ncell-284,north_cluster,49.1,33.3,37.3,26.02\ncell-330,hospital_zone,60.2,206.5,46.6,4.98\ncell-477,stadium,22.1,344.0,24.2,8.20\ncell-557,north_cluster,80.7,340.2,53.1,8.57\ncell-594,hospital_zone,24.7,378.2,21.5,25.53\ncell-612,hospital_zone,88.1,240.1,53.8,32.72\ncell-673,stadium,53.7,321.1,33.4,22.75\ncell-698,south_cluster,68.4,287.3,49.6,1.52\ncell-705,south_cluster,77.5,190.6,49.2,27.38\ncell-770,hospital_zone,33.1,562.4,31.6,5.85\ncell-792,stadium,72.3,208.0,54.3,15.44\ncell-814,south_cluster,35.8,304.1,21.2,17.43\ncell-852,south_cluster,67.6,452.4,46.4,23.64\ncell-874,south_cluster,73.1,122.6,48.2,5.77\ncell-876,hospital_zone,42.0,253.0,35.1,34.10\ncell-893,stadium,49.1,287.7,39.8,12.07\ncell-927,north_cluster,53.6,146.9,35.1,35.42\ncell-938,stadium,24.8,185.9,18.5,22.88\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": "aac4ba91d29eb45ebde5637fbb319dcac1b1d86a12b80f2e1b04962f59198430", "tokens_cl100k": {"telemetry": 567, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-612", "edge_ue_thr_mbps": "cell-698"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0271", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,stadium,58.2,198.8,39.0,12.57\ncell-169,north_cluster,27.3,498.3,25.3,29.96\ncell-180,south_cluster,77.6,130.9,55.1,8.72\ncell-291,south_cluster,20.0,375.3,23.3,1.61\ncell-320,stadium,66.9,636.1,39.8,20.84\ncell-357,north_cluster,34.9,242.7,31.7,10.68\ncell-421,hospital_zone,47.3,648.9,43.0,11.55\ncell-488,south_cluster,49.2,90.5,42.7,10.06\ncell-555,hospital_zone,70.2,568.1,42.6,8.05\ncell-557,south_cluster,65.3,525.7,42.1,6.84\ncell-659,hospital_zone,87.7,464.8,64.3,16.08\ncell-687,stadium,30.2,513.3,31.2,15.93\ncell-693,south_cluster,78.5,467.8,49.2,16.06\ncell-697,hospital_zone,51.7,578.7,41.3,5.21\ncell-750,hospital_zone,53.0,547.6,37.5,6.04\ncell-752,north_cluster,72.0,496.5,51.6,32.08\ncell-777,stadium,82.4,56.3,59.4,18.21\ncell-796,north_cluster,48.3,106.6,37.6,30.22\ncell-807,stadium,78.9,69.0,54.1,15.09\ncell-868,north_cluster,69.3,520.8,47.3,13.88\ncell-898,north_cluster,37.2,647.8,28.6,34.68\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": "9fd089ba9f3c5a803e9b882f0fb372f71891cf0e7a2b611a02a7c99844466612", "tokens_cl100k": {"telemetry": 567, "text": 16}, "extreme_cells": {"prb_util_pct": "cell-659", "edge_ue_thr_mbps": "cell-291"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0272", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,north_cluster,14.6,477.7,17.4,28.77\ncell-136,hospital_zone,63.0,154.3,43.7,19.07\ncell-181,south_cluster,63.0,584.1,36.7,31.14\ncell-213,hospital_zone,61.1,106.0,42.7,5.10\ncell-245,stadium,76.2,573.4,44.8,15.65\ncell-313,stadium,28.1,180.4,25.3,21.36\ncell-435,south_cluster,33.9,438.2,35.9,25.00\ncell-458,north_cluster,19.6,254.8,21.6,20.07\ncell-467,stadium,83.1,60.5,47.7,25.35\ncell-489,south_cluster,24.2,40.7,18.4,32.60\ncell-532,hospital_zone,53.2,254.5,38.2,34.34\ncell-676,north_cluster,86.0,66.1,55.3,0.01\ncell-711,south_cluster,92.0,440.1,61.7,5.05\ncell-717,north_cluster,21.8,329.7,23.6,21.28\ncell-718,hospital_zone,31.7,290.6,23.4,13.79\ncell-765,stadium,24.0,628.6,23.1,12.65\ncell-779,north_cluster,25.6,266.6,26.1,13.78\ncell-792,hospital_zone,38.0,659.2,27.2,25.81\ncell-869,north_cluster,22.2,282.9,19.1,26.04\ncell-952,stadium,47.2,45.7,44.3,23.28\ncell-982,south_cluster,64.5,138.1,45.2,29.62\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": "04f4b6212a3df044a3ffc1a75fe9cb5cef0f86f47f67d65a4e82a856deb92146", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-711", "edge_ue_thr_mbps": "cell-676"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0273", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,stadium,27.2,592.8,33.4,14.75\ncell-135,hospital_zone,38.5,444.5,33.4,21.14\ncell-142,hospital_zone,46.1,289.9,39.8,15.56\ncell-143,north_cluster,79.3,450.2,54.2,34.01\ncell-156,hospital_zone,37.9,448.6,34.8,24.30\ncell-217,stadium,65.8,598.2,49.9,19.44\ncell-248,hospital_zone,20.0,366.1,20.7,32.93\ncell-276,south_cluster,36.5,415.6,30.0,5.79\ncell-379,hospital_zone,40.7,303.9,28.2,10.31\ncell-392,north_cluster,15.2,314.7,26.9,25.04\ncell-401,north_cluster,27.2,479.2,34.2,1.13\ncell-477,north_cluster,58.8,159.3,43.2,29.77\ncell-542,south_cluster,56.6,283.1,35.0,10.06\ncell-606,stadium,22.3,81.0,22.9,5.95\ncell-640,stadium,47.5,381.4,31.9,23.04\ncell-769,stadium,44.8,540.3,33.9,13.59\ncell-782,south_cluster,47.0,438.1,36.5,6.85\ncell-821,north_cluster,35.3,571.4,25.0,21.39\ncell-842,south_cluster,62.7,600.4,50.6,26.34\ncell-873,north_cluster,62.7,145.0,49.9,32.61\ncell-929,south_cluster,88.2,521.1,52.8,32.03\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": "11022a1bc8de301e3fb779d6b97a449a3fd840650fa26b858d3297d8d03b69ac", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-929", "edge_ue_thr_mbps": "cell-401"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0274", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,north_cluster,64.6,525.7,41.9,19.20\ncell-264,south_cluster,51.4,22.8,42.5,30.17\ncell-285,stadium,78.1,88.5,53.4,23.79\ncell-338,south_cluster,58.5,394.1,34.8,2.46\ncell-407,hospital_zone,33.1,229.8,25.8,17.32\ncell-444,south_cluster,60.9,531.9,45.0,9.10\ncell-446,stadium,73.3,109.1,43.0,6.22\ncell-525,north_cluster,27.4,514.7,33.6,33.00\ncell-535,hospital_zone,67.8,605.9,41.1,15.08\ncell-540,stadium,51.5,624.6,40.8,33.00\ncell-633,north_cluster,60.6,321.3,40.3,33.43\ncell-635,north_cluster,33.6,487.6,28.5,32.69\ncell-638,south_cluster,47.3,417.3,35.8,31.51\ncell-642,stadium,93.2,474.8,63.7,14.59\ncell-691,stadium,38.2,430.8,31.0,13.33\ncell-804,hospital_zone,53.8,610.9,42.7,4.89\ncell-843,south_cluster,52.6,439.8,34.8,24.92\ncell-871,north_cluster,78.8,634.5,50.6,13.00\ncell-872,north_cluster,77.0,386.6,49.9,15.94\ncell-876,hospital_zone,65.2,470.0,36.4,16.55\ncell-959,hospital_zone,27.4,523.5,29.0,24.61\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": "27d8ff3530db1176e88f83778704abadc8de68e11b245e0233e409b18bf30e48", "tokens_cl100k": {"telemetry": 567, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-642", "edge_ue_thr_mbps": "cell-338"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0275", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,south_cluster,14.1,269.9,21.4,5.50\ncell-151,hospital_zone,53.4,112.7,42.3,16.70\ncell-170,hospital_zone,55.6,435.1,38.8,5.20\ncell-188,south_cluster,23.9,156.0,29.8,33.40\ncell-215,stadium,22.3,328.9,15.9,17.70\ncell-377,south_cluster,76.9,521.4,47.9,7.97\ncell-382,stadium,71.2,520.9,50.8,24.86\ncell-411,north_cluster,50.2,54.4,47.7,15.07\ncell-438,hospital_zone,88.6,80.7,53.0,21.69\ncell-503,stadium,53.4,36.1,34.3,4.95\ncell-540,north_cluster,48.1,322.6,39.0,19.71\ncell-542,north_cluster,79.0,157.2,49.0,1.02\ncell-552,hospital_zone,27.4,472.2,19.7,20.70\ncell-573,north_cluster,46.5,481.7,31.7,24.16\ncell-653,north_cluster,25.6,229.3,27.4,8.37\ncell-669,hospital_zone,37.8,581.9,32.5,24.77\ncell-688,stadium,38.3,94.5,32.7,26.58\ncell-710,south_cluster,34.1,289.6,19.0,13.49\ncell-728,south_cluster,28.4,607.5,20.5,21.87\ncell-820,stadium,25.9,125.1,27.9,9.52\ncell-927,hospital_zone,78.6,218.8,52.8,17.63\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": "531b5677423300f3b112419694050cde5e1127b9348186983bf25285d5ff8c7d", "tokens_cl100k": {"telemetry": 567, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-438", "edge_ue_thr_mbps": "cell-542"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0276", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-143,north_cluster,51.6,190.0,34.6,25.69\ncell-167,hospital_zone,33.4,408.0,33.8,1.71\ncell-205,north_cluster,45.2,191.7,32.0,27.30\ncell-234,hospital_zone,15.9,34.5,24.9,16.06\ncell-257,south_cluster,12.4,78.3,10.7,20.81\ncell-263,stadium,29.8,108.0,23.2,19.74\ncell-296,stadium,89.3,134.1,60.8,6.14\ncell-353,south_cluster,65.5,272.2,49.3,16.50\ncell-387,south_cluster,39.5,359.3,36.4,22.64\ncell-400,south_cluster,44.4,178.5,39.2,22.24\ncell-406,north_cluster,59.3,227.0,40.7,23.83\ncell-492,stadium,26.9,479.8,22.8,32.79\ncell-732,stadium,46.4,651.1,33.9,33.94\ncell-743,north_cluster,45.0,345.3,37.1,25.44\ncell-746,hospital_zone,38.4,404.8,30.3,26.72\ncell-752,hospital_zone,39.4,255.1,32.8,8.11\ncell-779,north_cluster,41.7,640.6,33.7,3.87\ncell-892,south_cluster,32.4,205.9,29.5,24.61\ncell-973,stadium,37.0,361.5,28.5,19.26\ncell-989,hospital_zone,68.0,467.3,40.0,28.89\ncell-999,north_cluster,20.6,135.4,25.5,24.39\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": "8fd8ae4c2730a9dddf440bb7ca1614872810cbd24651c35f0ea616a5171a12e8", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-296", "edge_ue_thr_mbps": "cell-167"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0277", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-171,north_cluster,49.3,262.6,37.4,30.90\ncell-178,south_cluster,36.1,65.1,32.0,16.00\ncell-233,hospital_zone,72.7,356.5,53.1,8.97\ncell-261,hospital_zone,21.0,153.4,27.6,11.47\ncell-265,stadium,52.1,142.5,36.1,10.58\ncell-270,hospital_zone,37.5,522.5,25.9,16.27\ncell-405,north_cluster,78.2,616.7,45.7,6.31\ncell-419,north_cluster,49.6,539.0,39.1,23.22\ncell-422,stadium,35.6,591.7,27.7,33.99\ncell-427,north_cluster,69.7,181.3,48.3,29.15\ncell-560,south_cluster,27.3,618.0,21.6,24.06\ncell-716,stadium,69.9,444.3,41.4,15.65\ncell-741,south_cluster,64.6,472.9,45.2,10.97\ncell-744,hospital_zone,54.0,128.7,32.5,4.06\ncell-747,hospital_zone,92.6,401.5,52.4,21.82\ncell-763,hospital_zone,58.4,530.1,43.3,17.40\ncell-774,stadium,70.5,521.5,45.4,17.73\ncell-826,south_cluster,68.8,448.9,41.1,29.11\ncell-831,south_cluster,44.6,227.9,25.7,23.80\ncell-935,north_cluster,25.3,294.7,21.8,30.65\ncell-976,stadium,38.5,228.5,36.7,1.44\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": "60a0b36bc676724c182feaf7f2c97130d879f6a4669dfda65c749f3bb79adb3c", "tokens_cl100k": {"telemetry": 567, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-747", "edge_ue_thr_mbps": "cell-976"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0278", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-164,hospital_zone,47.1,227.6,36.5,22.29\ncell-208,stadium,39.6,415.2,32.2,33.88\ncell-293,hospital_zone,48.5,523.3,37.7,26.32\ncell-328,hospital_zone,50.1,516.5,45.3,21.63\ncell-511,south_cluster,57.2,487.7,44.3,29.55\ncell-528,hospital_zone,27.5,469.2,28.2,11.50\ncell-570,stadium,83.7,184.5,49.8,4.38\ncell-644,hospital_zone,59.5,550.2,41.3,6.82\ncell-652,stadium,33.1,82.5,30.3,14.65\ncell-687,north_cluster,67.3,575.1,49.4,23.16\ncell-706,north_cluster,57.1,647.3,39.6,4.20\ncell-733,south_cluster,76.5,550.7,45.9,16.80\ncell-778,south_cluster,83.1,539.7,51.7,33.01\ncell-827,south_cluster,73.6,49.6,45.8,1.87\ncell-854,north_cluster,35.9,557.9,23.8,30.18\ncell-907,hospital_zone,89.5,39.2,60.2,18.68\ncell-935,stadium,85.2,569.4,46.7,21.34\ncell-941,south_cluster,28.8,283.7,24.0,14.85\ncell-942,north_cluster,51.5,85.9,43.5,32.57\ncell-962,north_cluster,31.4,335.1,22.9,22.46\ncell-974,stadium,60.1,293.8,42.3,30.11\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": "aeb9bb32308d46e8d5ab9515c5ffb7592f45532deed8a355c3a22619127060c9", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-907", "edge_ue_thr_mbps": "cell-827"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0279", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-281,north_cluster,81.2,169.6,51.8,33.40\ncell-297,north_cluster,65.2,101.3,47.3,19.79\ncell-351,hospital_zone,78.4,518.9,42.3,33.98\ncell-383,stadium,40.7,375.9,31.8,33.55\ncell-430,stadium,74.9,437.7,48.9,20.37\ncell-463,north_cluster,12.5,430.6,27.6,8.83\ncell-476,stadium,94.9,250.3,53.1,21.68\ncell-502,stadium,34.4,660.9,35.6,28.73\ncell-603,south_cluster,36.7,341.4,32.6,31.59\ncell-613,south_cluster,38.2,628.0,28.1,18.63\ncell-676,stadium,47.0,364.5,40.1,19.42\ncell-686,hospital_zone,43.7,84.8,37.3,21.23\ncell-687,south_cluster,24.5,268.3,23.6,21.25\ncell-717,south_cluster,69.5,300.0,48.8,22.87\ncell-800,hospital_zone,17.9,327.2,18.7,30.68\ncell-807,hospital_zone,46.6,530.6,41.8,7.59\ncell-822,hospital_zone,40.2,599.9,34.3,19.65\ncell-826,north_cluster,30.1,297.2,29.5,2.23\ncell-854,hospital_zone,79.0,84.7,56.3,6.88\ncell-873,south_cluster,81.3,615.1,55.3,16.84\ncell-960,north_cluster,35.2,543.7,24.9,7.39\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": "3d28f452ffaa58e290fc8db585433edeca9b09cf3190f5a8f34565c515d8c5f8", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-476", "edge_ue_thr_mbps": "cell-826"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0280", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,south_cluster,58.7,324.6,39.7,16.91\ncell-181,south_cluster,72.0,268.6,49.1,31.64\ncell-250,hospital_zone,55.3,250.0,36.0,7.41\ncell-256,hospital_zone,27.4,470.9,22.3,27.75\ncell-288,hospital_zone,74.2,406.5,47.4,9.31\ncell-290,south_cluster,75.1,156.5,53.9,30.60\ncell-300,north_cluster,55.7,133.0,30.5,33.55\ncell-391,stadium,50.6,518.2,29.6,10.97\ncell-401,south_cluster,15.1,131.8,23.1,13.38\ncell-452,stadium,54.7,613.9,43.1,6.72\ncell-454,north_cluster,53.0,622.6,40.6,30.35\ncell-513,stadium,85.5,301.6,62.7,26.86\ncell-517,stadium,21.8,138.2,20.6,6.54\ncell-603,south_cluster,52.8,272.0,40.8,2.45\ncell-696,hospital_zone,47.9,423.7,40.3,32.98\ncell-751,north_cluster,51.1,261.5,37.3,6.38\ncell-790,hospital_zone,61.8,303.1,49.5,30.15\ncell-817,north_cluster,75.1,344.9,42.6,29.53\ncell-879,stadium,50.6,68.7,36.1,32.64\ncell-921,north_cluster,46.7,153.9,33.2,21.55\ncell-981,stadium,50.6,346.1,35.1,16.27\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": "a66e0ea0fb74d05dd23f14c335bce291c02a2cb867d035c527391797244ec471", "tokens_cl100k": {"telemetry": 566, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-513", "edge_ue_thr_mbps": "cell-603"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_test_0281", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,hospital_zone,41.2,591.9,27.9,15.95\ncell-171,north_cluster,69.8,118.9,53.9,12.37\ncell-271,stadium,66.1,476.8,47.7,20.04\ncell-357,north_cluster,17.1,159.1,25.5,33.55\ncell-378,north_cluster,32.8,581.7,26.9,33.01\ncell-403,stadium,87.3,456.4,50.6,5.95\ncell-444,south_cluster,33.9,412.2,36.8,21.98\ncell-526,stadium,17.0,498.5,20.1,25.17\ncell-556,hospital_zone,68.1,66.6,49.1,12.29\ncell-607,south_cluster,17.0,547.2,26.9,10.04\ncell-618,south_cluster,78.6,506.2,60.2,7.68\ncell-619,hospital_zone,39.5,524.7,33.2,12.49\ncell-641,stadium,45.9,500.3,38.7,20.18\ncell-659,stadium,59.0,206.4,50.9,10.34\ncell-815,north_cluster,47.9,353.3,27.1,15.42\ncell-916,hospital_zone,30.0,461.0,35.7,5.21\ncell-939,south_cluster,46.3,132.1,35.0,31.56\ncell-949,north_cluster,31.8,616.2,25.2,18.75\ncell-971,stadium,34.6,628.9,26.1,30.30\ncell-974,south_cluster,40.9,539.9,33.1,27.57\ncell-983,hospital_zone,67.1,540.4,41.6,0.51\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": "d194e8ea6ec87b9b14b4ced023a502ef3e29a3342a2378dfe60993ca982e480d", "tokens_cl100k": {"telemetry": 566, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-403", "edge_ue_thr_mbps": "cell-983"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0282", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-148,south_cluster,20.4,549.8,23.7,34.34\ncell-189,stadium,90.6,352.6,60.1,24.26\ncell-190,north_cluster,26.9,374.8,21.0,33.32\ncell-195,north_cluster,39.0,200.5,30.1,18.87\ncell-205,north_cluster,30.5,623.6,21.6,9.81\ncell-207,hospital_zone,33.1,282.4,26.5,0.45\ncell-249,stadium,37.8,321.9,27.1,23.74\ncell-334,stadium,77.5,617.1,46.1,26.20\ncell-407,hospital_zone,50.4,209.9,44.6,29.80\ncell-419,hospital_zone,21.9,170.5,25.4,18.01\ncell-420,stadium,36.2,556.3,23.7,12.24\ncell-446,north_cluster,26.2,428.6,26.1,8.75\ncell-511,south_cluster,41.3,590.3,37.7,31.09\ncell-538,stadium,34.5,217.3,32.2,21.56\ncell-675,south_cluster,52.9,164.7,36.3,7.76\ncell-693,south_cluster,43.8,356.1,38.6,12.10\ncell-752,south_cluster,76.9,522.1,49.6,4.62\ncell-790,north_cluster,54.8,285.4,42.9,4.51\ncell-925,south_cluster,67.2,535.0,38.9,11.00\ncell-984,hospital_zone,28.2,489.5,29.8,21.51\ncell-991,hospital_zone,64.7,163.1,48.2,14.34\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": "cb09a846de3ebe9c1d28de44220a8ae6fcd0430b72b189588223e89379aa250f", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-189", "edge_ue_thr_mbps": "cell-207"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0283", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,south_cluster,65.8,217.9,44.5,28.83\ncell-279,stadium,58.7,332.5,48.1,19.23\ncell-283,north_cluster,28.6,479.4,27.7,28.44\ncell-289,hospital_zone,79.7,104.6,51.9,21.05\ncell-290,stadium,63.3,280.2,39.7,6.57\ncell-299,south_cluster,77.6,263.2,55.9,10.51\ncell-342,north_cluster,90.4,629.2,56.6,12.43\ncell-346,hospital_zone,22.1,437.5,24.0,7.44\ncell-452,hospital_zone,59.0,393.8,39.6,28.41\ncell-483,south_cluster,60.1,113.1,43.8,28.72\ncell-524,stadium,25.6,445.9,22.9,1.83\ncell-536,stadium,26.4,310.2,26.9,17.94\ncell-548,stadium,25.3,229.4,16.2,22.12\ncell-560,hospital_zone,20.2,166.2,29.3,6.63\ncell-639,north_cluster,22.4,125.8,28.2,31.41\ncell-690,hospital_zone,68.0,457.0,50.0,18.02\ncell-721,south_cluster,37.1,386.9,27.4,20.53\ncell-756,stadium,24.2,273.6,28.2,26.04\ncell-790,north_cluster,34.7,126.1,24.1,29.30\ncell-814,south_cluster,41.3,228.8,39.6,5.43\ncell-830,north_cluster,16.0,124.5,22.4,23.26\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": "6b7869778fd60078b372f7eb8a8672ae0098fbb18112e11b5b9a32b0be8a5621", "tokens_cl100k": {"telemetry": 566, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-342", "edge_ue_thr_mbps": "cell-524"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0284", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-100,north_cluster,17.2,441.5,19.1,21.75\ncell-139,stadium,52.0,468.1,41.2,8.23\ncell-230,south_cluster,42.0,583.2,33.2,17.50\ncell-239,hospital_zone,28.5,462.3,22.9,25.03\ncell-296,hospital_zone,63.7,342.5,48.7,26.09\ncell-355,north_cluster,55.2,304.7,35.3,0.86\ncell-362,north_cluster,16.6,313.7,23.6,12.79\ncell-414,stadium,39.9,293.1,27.5,27.09\ncell-443,north_cluster,48.8,112.5,34.4,33.77\ncell-568,north_cluster,38.6,260.0,26.2,11.05\ncell-599,hospital_zone,27.6,455.2,30.5,24.96\ncell-633,stadium,44.6,218.1,26.4,20.36\ncell-636,south_cluster,13.6,655.1,23.5,30.71\ncell-680,hospital_zone,27.3,66.0,30.4,7.60\ncell-707,hospital_zone,74.1,161.3,43.0,8.35\ncell-715,stadium,15.0,211.3,13.7,18.83\ncell-731,south_cluster,29.9,155.1,22.2,7.59\ncell-862,stadium,29.5,572.5,23.4,30.27\ncell-905,south_cluster,65.5,176.6,37.2,8.97\ncell-940,stadium,57.4,249.7,42.3,7.53\ncell-968,south_cluster,89.4,579.9,57.9,28.22\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": "548d39674a677a4dc15543118f396b81a9cd5c7813b44396f86465fef887b34a", "tokens_cl100k": {"telemetry": 566, "text": 41}, "extreme_cells": {"prb_util_pct": "cell-968", "edge_ue_thr_mbps": "cell-355"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0285", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-214,hospital_zone,70.6,507.2,48.7,22.68\ncell-216,hospital_zone,77.2,41.7,54.8,17.00\ncell-227,south_cluster,26.7,510.7,30.4,27.20\ncell-270,south_cluster,29.0,641.1,28.4,15.74\ncell-346,hospital_zone,51.6,497.9,41.9,11.79\ncell-355,hospital_zone,88.6,73.6,58.9,33.47\ncell-423,hospital_zone,65.1,604.2,42.9,24.47\ncell-456,north_cluster,71.0,539.0,44.8,10.87\ncell-482,stadium,28.5,220.5,22.8,26.65\ncell-488,north_cluster,66.1,589.1,47.3,29.06\ncell-718,stadium,57.0,277.4,42.2,13.02\ncell-727,north_cluster,56.0,506.2,34.5,12.65\ncell-732,north_cluster,74.8,456.5,53.2,24.67\ncell-734,north_cluster,67.6,34.2,41.5,1.76\ncell-822,hospital_zone,45.3,219.0,39.7,27.40\ncell-826,stadium,64.9,578.1,36.7,33.34\ncell-834,south_cluster,51.2,462.5,34.0,23.79\ncell-844,stadium,42.8,542.2,31.5,14.81\ncell-851,stadium,52.4,85.4,36.4,12.07\ncell-943,south_cluster,17.9,417.6,24.0,28.99\ncell-996,south_cluster,34.3,254.1,28.8,4.16\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": "c975b1c39024c118e6695422e66a94866148c6a536010e1ebfc9f82059c76c6b", "tokens_cl100k": {"telemetry": 567, "text": 34}, "extreme_cells": {"prb_util_pct": "cell-355", "edge_ue_thr_mbps": "cell-734"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0286", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-147,hospital_zone,60.8,119.9,47.8,25.56\ncell-227,hospital_zone,39.9,489.8,32.1,19.10\ncell-254,stadium,54.9,485.3,46.2,0.97\ncell-305,south_cluster,16.8,307.2,20.3,9.29\ncell-454,stadium,54.6,182.1,36.9,24.84\ncell-456,south_cluster,53.3,158.5,33.2,23.63\ncell-485,north_cluster,36.4,179.1,34.3,30.80\ncell-589,stadium,16.1,84.4,17.4,25.26\ncell-681,hospital_zone,75.9,155.8,53.6,25.23\ncell-691,stadium,68.9,280.7,40.8,16.26\ncell-725,north_cluster,28.8,244.9,26.4,30.00\ncell-765,south_cluster,92.6,355.4,58.6,23.72\ncell-779,stadium,73.6,601.4,53.8,32.75\ncell-780,hospital_zone,65.3,563.6,45.7,27.11\ncell-865,hospital_zone,55.3,283.6,45.4,18.78\ncell-874,north_cluster,82.5,311.7,51.0,30.31\ncell-887,north_cluster,79.3,590.7,50.8,30.61\ncell-905,south_cluster,31.0,360.0,28.4,12.32\ncell-944,north_cluster,38.4,518.6,27.3,13.08\ncell-991,south_cluster,79.9,114.4,46.9,22.76\ncell-996,hospital_zone,43.4,504.7,30.5,18.24\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": "6bd15a4eb3e10b0d59291343179573fffb20ac7ed8efface363ff17f887144d2", "tokens_cl100k": {"telemetry": 567, "text": 19}, "extreme_cells": {"prb_util_pct": "cell-765", "edge_ue_thr_mbps": "cell-254"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0287", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,north_cluster,14.1,145.5,17.7,16.04\ncell-145,hospital_zone,70.9,553.6,39.3,30.87\ncell-153,stadium,70.1,376.1,43.3,20.93\ncell-203,hospital_zone,77.7,317.6,57.4,8.12\ncell-266,north_cluster,67.2,224.3,40.0,17.06\ncell-284,stadium,80.4,155.2,44.4,25.89\ncell-302,south_cluster,42.4,502.4,34.4,21.05\ncell-373,hospital_zone,52.1,422.6,41.2,30.93\ncell-406,south_cluster,75.7,324.7,42.3,22.02\ncell-418,north_cluster,68.2,103.1,49.6,26.53\ncell-485,hospital_zone,65.5,416.7,47.6,1.10\ncell-504,hospital_zone,56.7,96.6,44.8,5.45\ncell-512,south_cluster,90.0,137.3,54.1,15.83\ncell-537,south_cluster,26.7,620.4,27.0,21.15\ncell-577,stadium,81.8,178.6,51.6,19.47\ncell-607,south_cluster,51.4,140.8,32.9,26.24\ncell-707,north_cluster,65.4,556.1,40.1,30.96\ncell-775,hospital_zone,72.3,502.4,43.3,9.40\ncell-798,stadium,76.6,157.5,53.5,20.15\ncell-864,north_cluster,24.8,90.8,22.3,6.67\ncell-874,stadium,53.4,181.8,34.7,19.90\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": "e7aa4318236d5c77d4f8f2f8e4585d55b869c490523be4ceca8d57fcb6b351b3", "tokens_cl100k": {"telemetry": 567, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-512", "edge_ue_thr_mbps": "cell-485"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0288", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-129,hospital_zone,74.2,362.1,52.8,28.28\ncell-144,north_cluster,41.4,334.0,39.3,27.76\ncell-187,stadium,49.5,266.2,36.4,31.93\ncell-202,hospital_zone,49.4,516.9,41.8,23.72\ncell-256,south_cluster,39.2,85.1,38.3,20.65\ncell-288,north_cluster,74.7,413.1,43.1,3.49\ncell-396,north_cluster,28.9,516.8,25.0,34.80\ncell-426,north_cluster,20.7,481.6,24.0,22.14\ncell-440,stadium,45.7,65.7,42.0,34.60\ncell-472,hospital_zone,80.4,558.4,43.9,33.48\ncell-488,stadium,82.2,169.4,49.4,26.40\ncell-508,south_cluster,58.7,430.7,34.0,15.24\ncell-510,north_cluster,37.2,301.4,33.6,28.56\ncell-515,stadium,48.5,196.3,43.2,11.24\ncell-552,stadium,77.2,464.5,59.1,32.30\ncell-611,stadium,50.4,88.0,36.0,10.58\ncell-678,hospital_zone,71.4,71.1,42.5,33.21\ncell-706,hospital_zone,69.1,233.7,46.6,1.06\ncell-895,south_cluster,29.8,484.5,27.0,32.60\ncell-944,south_cluster,91.4,49.9,57.3,17.54\ncell-976,south_cluster,20.7,469.2,17.3,31.39\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": "1893fafdeea462545da645fd8beaea1b3cb6c75d3a52ed5f4fd764ee000d7e95", "tokens_cl100k": {"telemetry": 566, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-944", "edge_ue_thr_mbps": "cell-706"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0289", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-107,stadium,94.3,402.6,60.8,14.56\ncell-114,hospital_zone,77.5,187.4,49.0,21.99\ncell-131,south_cluster,38.1,496.5,36.4,21.07\ncell-141,stadium,63.5,157.0,36.5,17.07\ncell-184,stadium,49.1,203.9,44.6,20.13\ncell-201,hospital_zone,33.8,453.7,34.1,17.29\ncell-222,north_cluster,34.7,82.5,21.5,7.10\ncell-265,stadium,69.5,330.0,46.0,28.71\ncell-291,hospital_zone,69.9,176.5,46.1,31.33\ncell-312,south_cluster,70.7,79.2,43.4,1.43\ncell-461,south_cluster,52.8,34.5,34.2,26.09\ncell-479,south_cluster,81.8,617.4,43.7,16.51\ncell-480,south_cluster,66.5,141.4,40.2,35.84\ncell-529,north_cluster,50.8,149.2,36.6,19.02\ncell-651,hospital_zone,61.6,181.1,48.2,14.65\ncell-699,hospital_zone,18.6,297.3,21.3,24.39\ncell-771,north_cluster,38.2,452.8,37.1,11.85\ncell-811,north_cluster,79.7,128.6,49.5,9.77\ncell-833,north_cluster,37.7,415.0,28.0,7.96\ncell-964,south_cluster,47.6,311.4,37.2,6.47\ncell-980,stadium,40.7,513.9,31.6,33.42\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": "eb6e85fcb204195ecbee94a884312851e5eaad6982f59acff3c8bb5c64710f1e", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-167,south_cluster,39.1,636.7,34.4,12.37\ncell-220,stadium,34.7,119.1,22.7,20.07\ncell-230,north_cluster,74.1,645.4,49.5,9.11\ncell-253,hospital_zone,69.4,513.7,48.3,10.02\ncell-285,hospital_zone,47.0,148.2,36.1,1.56\ncell-310,stadium,94.3,313.1,62.3,15.01\ncell-397,north_cluster,82.4,208.9,59.4,8.83\ncell-415,south_cluster,57.9,536.0,41.6,9.89\ncell-453,north_cluster,25.3,189.2,28.4,8.20\ncell-462,stadium,27.7,455.5,27.3,10.92\ncell-472,south_cluster,75.9,414.9,46.1,29.49\ncell-474,south_cluster,66.3,416.8,45.4,35.58\ncell-512,hospital_zone,41.8,155.8,38.0,23.96\ncell-559,north_cluster,56.7,211.7,42.0,23.33\ncell-569,hospital_zone,25.5,282.3,26.0,4.91\ncell-624,north_cluster,79.1,136.0,50.3,27.00\ncell-634,south_cluster,84.7,521.6,52.7,10.42\ncell-654,stadium,24.4,261.0,17.6,29.39\ncell-732,stadium,42.8,158.3,30.5,26.65\ncell-752,south_cluster,67.7,319.1,46.4,28.40\ncell-850,hospital_zone,36.7,293.7,27.4,11.13\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": "415406e17dd53c8d87c390e5100128d308387eb271b486d1a783ed9c5210891f", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-310", "edge_ue_thr_mbps": "cell-285"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0291", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,north_cluster,51.1,213.0,41.3,20.33\ncell-126,hospital_zone,28.6,324.8,25.5,27.34\ncell-141,south_cluster,34.8,348.6,26.2,10.48\ncell-151,north_cluster,58.0,427.9,43.4,21.91\ncell-153,stadium,62.7,608.4,38.3,9.09\ncell-169,hospital_zone,43.1,218.7,35.1,28.34\ncell-259,south_cluster,90.3,99.5,55.8,20.68\ncell-326,hospital_zone,64.9,588.2,43.4,34.65\ncell-415,south_cluster,70.9,27.1,42.2,17.38\ncell-434,north_cluster,53.0,257.9,32.9,24.60\ncell-493,north_cluster,31.7,423.5,33.0,30.95\ncell-539,hospital_zone,81.4,528.3,61.4,12.88\ncell-550,stadium,27.7,506.2,27.7,27.44\ncell-649,south_cluster,50.5,186.6,39.4,32.91\ncell-672,north_cluster,28.2,273.4,27.0,28.85\ncell-698,hospital_zone,46.1,328.0,41.5,32.85\ncell-779,stadium,67.6,472.3,46.0,31.31\ncell-822,hospital_zone,80.3,71.0,54.0,12.17\ncell-916,stadium,40.8,631.2,31.0,16.48\ncell-967,stadium,39.2,487.8,27.9,1.10\ncell-995,south_cluster,59.9,476.3,45.9,19.17\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": "49e3b5fc228024d225909d2f6ad1c415bea9306fbe831c2eac6cd80c4b2db0e5", "tokens_cl100k": {"telemetry": 567, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,hospital_zone,69.8,294.7,47.1,15.83\ncell-123,south_cluster,26.9,216.0,21.8,32.59\ncell-153,hospital_zone,39.5,552.8,26.1,32.98\ncell-261,stadium,39.8,494.9,25.6,6.94\ncell-336,south_cluster,74.7,63.4,47.6,23.64\ncell-379,hospital_zone,30.4,645.7,26.6,23.30\ncell-451,stadium,64.8,23.6,49.5,31.54\ncell-471,north_cluster,65.4,303.7,51.9,19.34\ncell-528,north_cluster,91.3,554.3,58.4,31.89\ncell-587,stadium,25.0,582.1,20.9,30.14\ncell-605,south_cluster,37.3,530.6,27.3,4.92\ncell-668,north_cluster,39.9,220.2,32.8,4.63\ncell-680,stadium,29.9,419.6,19.4,12.63\ncell-690,south_cluster,76.7,436.4,43.9,33.34\ncell-713,hospital_zone,73.5,575.3,45.1,1.06\ncell-719,north_cluster,21.9,596.6,22.4,10.11\ncell-736,stadium,61.5,267.7,49.3,7.48\ncell-823,north_cluster,14.8,501.2,21.5,25.69\ncell-869,north_cluster,33.5,400.0,31.4,16.85\ncell-876,south_cluster,28.9,369.3,20.6,30.48\ncell-970,hospital_zone,54.7,566.7,41.6,16.68\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": "54a808851c87916e7cded8fc8f56584712c931769eecaea09db33c72b96153f2", "tokens_cl100k": {"telemetry": 567, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-528", "edge_ue_thr_mbps": "cell-713"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0293", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,hospital_zone,52.0,72.3,35.8,33.02\ncell-156,stadium,77.0,376.6,51.2,33.75\ncell-169,north_cluster,30.2,291.4,30.2,28.52\ncell-339,stadium,38.1,502.4,28.1,34.30\ncell-349,hospital_zone,64.7,559.2,42.9,31.30\ncell-385,hospital_zone,57.0,111.0,44.4,1.67\ncell-390,south_cluster,52.6,115.7,37.0,32.30\ncell-402,north_cluster,69.2,298.0,45.7,33.30\ncell-535,stadium,57.8,589.8,41.0,6.81\ncell-536,stadium,45.2,366.1,35.7,12.76\ncell-544,hospital_zone,59.0,667.5,44.5,13.10\ncell-554,north_cluster,28.8,377.6,19.7,34.54\ncell-616,north_cluster,63.5,425.1,42.4,15.12\ncell-664,south_cluster,87.3,142.3,59.0,33.12\ncell-671,south_cluster,47.7,75.2,33.8,5.47\ncell-721,stadium,13.5,513.0,22.7,12.07\ncell-723,stadium,81.4,312.7,47.0,20.29\ncell-782,hospital_zone,40.0,575.9,35.6,13.34\ncell-846,north_cluster,72.5,404.2,48.3,6.48\ncell-905,south_cluster,46.8,368.2,33.7,14.51\ncell-980,south_cluster,60.4,88.5,37.1,19.93\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": "67577f85cbfd3068cd9b0aa7fa575251e6d8fd6d5bd074343a972bdee44c19d9", "tokens_cl100k": {"telemetry": 566, "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_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-140,stadium,48.3,322.7,36.6,29.30\ncell-158,hospital_zone,21.6,80.9,18.3,11.82\ncell-287,hospital_zone,85.6,55.5,52.9,30.56\ncell-356,stadium,18.0,635.3,21.2,7.47\ncell-394,north_cluster,74.4,418.5,49.8,27.66\ncell-416,north_cluster,32.7,204.8,22.4,25.76\ncell-443,stadium,65.9,541.6,48.1,16.12\ncell-501,hospital_zone,46.3,298.2,34.1,14.40\ncell-638,hospital_zone,69.9,251.8,50.1,23.18\ncell-668,north_cluster,40.4,507.3,36.9,10.08\ncell-673,stadium,32.3,473.6,24.6,8.36\ncell-706,hospital_zone,46.9,331.4,40.4,30.09\ncell-735,north_cluster,54.2,116.9,45.6,16.25\ncell-746,south_cluster,30.9,414.4,35.7,21.87\ncell-774,south_cluster,41.7,578.3,33.1,18.33\ncell-779,hospital_zone,22.5,449.1,24.2,3.98\ncell-788,south_cluster,25.8,598.7,24.2,30.01\ncell-900,south_cluster,18.2,340.0,20.8,16.67\ncell-935,north_cluster,43.3,212.6,37.0,29.92\ncell-937,stadium,68.0,605.3,45.6,11.80\ncell-961,south_cluster,28.7,638.7,28.5,0.49\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": "42f0b1146b39c708a65b063c0d188c0acff149128d5e62c914e301bf5c24f3ae", "tokens_cl100k": {"telemetry": 567, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-287", "edge_ue_thr_mbps": "cell-961"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_test_0295", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-125,north_cluster,65.1,290.0,51.6,4.51\ncell-134,north_cluster,43.4,160.4,33.4,6.96\ncell-234,hospital_zone,16.5,136.7,23.2,31.71\ncell-240,hospital_zone,77.5,521.8,41.4,15.65\ncell-264,stadium,25.0,239.3,25.6,34.38\ncell-270,hospital_zone,82.2,34.5,57.3,7.71\ncell-276,south_cluster,26.0,230.5,19.5,17.48\ncell-300,south_cluster,48.1,463.8,33.9,6.36\ncell-389,north_cluster,50.2,559.0,36.5,30.58\ncell-391,stadium,82.9,100.7,49.4,6.45\ncell-405,hospital_zone,30.2,68.0,18.6,9.19\ncell-449,south_cluster,79.1,548.5,46.9,29.92\ncell-503,north_cluster,29.1,456.8,28.8,11.26\ncell-525,stadium,46.0,578.9,40.2,27.44\ncell-558,stadium,40.4,227.1,32.3,27.48\ncell-581,hospital_zone,32.0,589.6,27.6,14.04\ncell-602,south_cluster,37.5,92.2,36.6,12.50\ncell-630,south_cluster,27.0,309.6,27.8,1.03\ncell-723,north_cluster,38.5,588.7,34.5,12.36\ncell-897,south_cluster,52.5,153.1,33.1,7.01\ncell-959,stadium,90.1,244.8,58.7,22.00\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": "81b61d77c9b05ec563a9e297bcdbf46dee5e15f29cac2cf272626c09c02b9e50", "tokens_cl100k": {"telemetry": 567, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-959", "edge_ue_thr_mbps": "cell-630"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_test_0296", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-120,stadium,80.4,161.9,49.6,5.18\ncell-164,hospital_zone,49.0,595.0,43.0,3.43\ncell-171,north_cluster,69.3,367.5,50.3,29.64\ncell-198,stadium,58.6,535.6,38.6,10.32\ncell-208,hospital_zone,62.4,410.8,40.4,13.00\ncell-250,stadium,69.5,197.1,48.8,27.98\ncell-256,hospital_zone,62.9,355.9,36.3,13.86\ncell-382,south_cluster,65.2,95.0,51.8,31.81\ncell-412,north_cluster,50.1,71.5,38.6,5.95\ncell-417,north_cluster,85.6,178.1,51.0,11.16\ncell-418,north_cluster,24.4,435.9,25.0,34.04\ncell-426,hospital_zone,70.9,461.6,39.8,10.86\ncell-476,hospital_zone,72.1,308.9,47.8,23.15\ncell-532,north_cluster,33.4,640.1,23.8,16.51\ncell-543,south_cluster,48.6,150.0,29.8,16.14\ncell-574,south_cluster,58.4,206.5,46.0,30.78\ncell-663,stadium,39.9,244.6,29.9,35.34\ncell-746,stadium,53.3,627.6,39.9,29.99\ncell-784,south_cluster,68.3,115.1,44.6,8.45\ncell-820,hospital_zone,24.4,152.5,22.7,1.97\ncell-885,south_cluster,23.8,245.2,16.3,28.54\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": "9f79dc49c28b773303f6cc4fba6ed87e755a0e665c8471146e1efc3266590d6b", "tokens_cl100k": {"telemetry": 567, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-417", "edge_ue_thr_mbps": "cell-820"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0297", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,south_cluster,78.1,67.8,53.6,1.49\ncell-165,north_cluster,38.0,191.0,27.0,28.80\ncell-298,south_cluster,63.2,386.0,40.0,9.28\ncell-316,south_cluster,48.8,349.1,34.4,30.45\ncell-344,north_cluster,32.8,631.0,21.9,24.24\ncell-408,hospital_zone,86.3,89.5,58.1,29.64\ncell-409,hospital_zone,59.1,613.8,46.2,8.08\ncell-423,stadium,59.4,651.8,44.4,15.84\ncell-453,hospital_zone,72.3,156.9,49.4,15.19\ncell-505,stadium,66.1,325.5,47.6,33.74\ncell-536,hospital_zone,28.0,543.0,19.0,30.12\ncell-588,north_cluster,51.6,530.1,45.0,17.55\ncell-621,hospital_zone,39.2,337.4,31.4,8.45\ncell-668,stadium,45.7,546.9,37.7,6.59\ncell-741,stadium,51.2,356.4,28.9,16.91\ncell-774,north_cluster,73.5,239.6,52.3,23.09\ncell-796,south_cluster,56.2,410.9,43.7,29.77\ncell-798,stadium,61.1,54.5,44.5,29.97\ncell-819,north_cluster,34.7,527.2,37.0,5.31\ncell-854,south_cluster,52.1,364.2,36.6,16.11\ncell-937,north_cluster,41.3,578.2,40.3,9.78\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": "f872fc74120d16e5a74db1a4a687d42dbbc1216c2755bcf3dda1aea976c6672a", "tokens_cl100k": {"telemetry": 567, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-408", "edge_ue_thr_mbps": "cell-117"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_test_0298", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-112,north_cluster,16.8,430.9,18.4,1.84\ncell-162,north_cluster,41.0,253.6,31.4,6.00\ncell-163,stadium,66.3,550.6,42.4,30.77\ncell-204,south_cluster,90.1,398.3,54.1,30.55\ncell-228,north_cluster,23.0,103.1,16.3,10.93\ncell-267,north_cluster,39.5,215.8,33.4,31.43\ncell-273,north_cluster,65.6,587.1,47.0,7.94\ncell-305,south_cluster,43.3,83.2,32.2,17.04\ncell-328,hospital_zone,56.3,597.2,43.9,15.12\ncell-481,hospital_zone,46.4,378.4,29.4,14.68\ncell-519,hospital_zone,56.5,340.8,39.1,4.73\ncell-523,hospital_zone,51.8,438.7,41.0,19.55\ncell-563,stadium,77.5,215.4,47.0,18.74\ncell-591,stadium,27.7,261.9,25.1,30.49\ncell-745,stadium,27.3,127.7,30.2,33.63\ncell-794,south_cluster,41.4,316.6,35.8,16.64\ncell-814,stadium,35.9,251.3,34.8,11.14\ncell-883,south_cluster,24.2,245.1,22.0,24.49\ncell-904,south_cluster,29.5,523.9,21.1,32.87\ncell-973,hospital_zone,19.5,92.9,23.9,17.09\ncell-986,south_cluster,65.3,328.2,48.5,9.82\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": "1750103781d21ffc1e16e440a186f3ba332eda0a5b827b891db0bb981e44d69f", "tokens_cl100k": {"telemetry": 567, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-204", "edge_ue_thr_mbps": "cell-112"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_test_0299", "condition": "c21_noisy", "n_cells": 21, "quality": "noisy", "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\nNoise bounds: prb_util_pct \u00b13.0, dl_thr_mbps \u00b125.0, p95_delay_ms \u00b14.0, edge_ue_thr_mbps \u00b11.0\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-135,stadium,16.3,636.9,20.6,24.38\ncell-140,north_cluster,74.0,230.2,47.2,24.37\ncell-239,north_cluster,70.0,654.8,51.1,9.59\ncell-243,hospital_zone,83.6,101.1,56.7,21.15\ncell-255,stadium,42.0,411.1,36.6,32.90\ncell-275,hospital_zone,67.4,552.7,43.6,16.35\ncell-303,south_cluster,50.2,232.0,32.8,29.63\ncell-335,north_cluster,49.6,208.5,33.6,34.00\ncell-413,south_cluster,93.7,473.3,57.9,30.88\ncell-423,hospital_zone,77.0,512.6,48.6,5.82\ncell-443,south_cluster,77.5,519.8,54.4,10.08\ncell-453,hospital_zone,30.4,185.5,30.0,27.99\ncell-481,north_cluster,19.8,549.7,23.7,20.96\ncell-504,stadium,45.5,586.8,34.5,8.19\ncell-622,north_cluster,74.5,354.0,59.7,30.22\ncell-691,south_cluster,43.4,109.1,32.0,6.33\ncell-738,stadium,44.6,139.3,38.6,26.86\ncell-762,hospital_zone,67.8,239.4,43.0,1.50\ncell-804,stadium,70.2,518.6,44.0,12.80\ncell-946,south_cluster,23.5,230.3,23.6,4.43\ncell-994,stadium,28.7,74.0,20.5,24.73\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": "c40056e42a7f165781ed3338725652680018f52f1293f27ef689b15f7d1182ce", "tokens_cl100k": {"telemetry": 566, "text": 44}, "extreme_cells": {"prb_util_pct": "cell-413", "edge_ue_thr_mbps": "cell-762"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}