diff --git "a/data/ranbench/ranintent-v1/RQ4/c7_fresh/dev.jsonl" "b/data/ranbench/ranintent-v1/RQ4/c7_fresh/dev.jsonl"
new file mode 100644--- /dev/null
+++ "b/data/ranbench/ranintent-v1/RQ4/c7_fresh/dev.jsonl"
@@ -0,0 +1,60 @@
+{"case_id": "ranintent_v1_dev_0000", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: Revert heavy analytics batch ingestion traffic to standard operational baseline across the stadium cluster, invalidating preceding modifications.", "telemetry": "KPM telemetry snapshot at 2026-10-07T06:10:00Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-138,south_cluster,33.4,422.5,27.0,17.25\ncell-150,north_cluster,71.1,94.4,46.1,0.60\ncell-193,north_cluster,41.4,166.8,32.1,17.34\ncell-267,hospital_zone,75.6,339.7,50.5,7.02\ncell-487,hospital_zone,59.6,272.4,37.3,20.14\ncell-849,stadium,49.7,440.4,34.5,22.19\ncell-886,stadium,86.5,129.3,53.7,10.62\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": "d44f91db2fcb6a3691ae7c3fbb60a661b1e7a0de0230e55907b3c739dd7f7278", "tokens_cl100k": {"telemetry": 208, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-886", "edge_ue_thr_mbps": "cell-150"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0001", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: For cells where cell-edge subscribers suffer the lowest data rates, bound compute hosting for general best-effort packets so it stays within a regional cloud facility for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-08T06:32:09Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-108,hospital_zone,92.3,462.0,54.3,20.23\ncell-152,stadium,74.3,595.7,46.0,12.40\ncell-243,south_cluster,40.3,297.3,32.3,8.28\ncell-254,north_cluster,57.8,178.6,36.6,15.45\ncell-414,north_cluster,53.9,399.1,36.8,30.79\ncell-926,south_cluster,26.1,490.8,22.3,1.94\ncell-984,hospital_zone,66.9,624.4,50.1,5.40\n", "truth": {"action": "restrict_edge", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "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": "e404630608fad31b7a16983a0a3052a8b792e8fcbda07969a4b248669d46413c", "telemetry_sha256": "39dc6321bbe9e4df2dcff63b8fd18b6b18a9448d805115350d1d8877e1166c7e", "tokens_cl100k": {"telemetry": 209, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-108", "edge_ue_thr_mbps": "cell-926"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0002", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 carrier shall de-escalate the queue precedence of municipal emergency streaming video feeds, including wearable cameras and vehicle-mounted feeds, to a subordinate tier on all access nodes experiencing extreme traffic volume for the entire duration of the active situation.", "telemetry": "KPM telemetry snapshot at 2026-10-04T11:05:45Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-425,stadium,20.1,549.6,27.9,10.55\ncell-428,south_cluster,32.1,330.8,25.7,11.35\ncell-531,north_cluster,29.8,50.4,29.8,1.42\ncell-533,stadium,21.9,546.7,27.4,12.08\ncell-582,hospital_zone,24.6,244.7,30.2,27.74\ncell-742,hospital_zone,37.7,191.4,25.6,14.19\ncell-989,south_cluster,89.9,516.1,51.0,5.28\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "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": "c6fa6034e99ee2952dd2fcece0f900c8d07a71e47aa31522a32b112bd77506f6", "telemetry_sha256": "54d12a14d7dc35af50743cebeab8c02c1a1ed005518fa46086681df7ccc05490", "tokens_cl100k": {"telemetry": 208, "text": 46}, "extreme_cells": {"prb_util_pct": "cell-989", "edge_ue_thr_mbps": "cell-531"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0003", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "half": "state_dependent", "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: Cap our low-rate sensor and meter reporting traffic at a maximum of 70 percent of available radio resources on cells where fringe users face lowest throughput, valid for 15 minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-18T19:19:45Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-190,hospital_zone,29.4,355.9,28.2,26.61\ncell-348,north_cluster,88.1,268.4,59.0,10.34\ncell-397,north_cluster,74.2,353.3,44.7,9.41\ncell-450,stadium,49.0,413.9,40.0,6.31\ncell-495,south_cluster,69.0,520.7,45.9,24.09\ncell-741,stadium,66.7,404.6,46.0,7.38\ncell-888,south_cluster,45.0,437.6,39.9,1.58\n", "truth": {"action": "cap_share", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "70", "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": "255e7d59b7098a8d2032e62ee57dfea73ac08843dd488b3210993852bd883ea4", "telemetry_sha256": "a7bec3629a15434caf578a0086db2faae0b09b0b4ec1e74d0c933dadf86974ff", "tokens_cl100k": {"telemetry": 208, "text": 42}, "extreme_cells": {"prb_util_pct": "cell-348", "edge_ue_thr_mbps": "cell-888"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0004", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 the priority for sensor telemetry and smart meter reports to low across the north cluster until the active incident terminates.", "telemetry": "KPM telemetry snapshot at 2026-10-08T19:34:55Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-276,hospital_zone,61.5,294.0,38.7,10.73\ncell-303,stadium,86.2,287.0,58.9,20.43\ncell-346,south_cluster,52.6,300.1,43.5,22.19\ncell-386,stadium,61.3,374.0,39.3,21.64\ncell-394,hospital_zone,46.4,521.5,30.5,30.00\ncell-827,north_cluster,20.6,223.4,26.7,1.17\ncell-903,north_cluster,57.9,282.9,42.7,34.34\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": "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": "152de8bdc15776c793b1bed20ba41de9fe3e2659c623fd26b177e8a1f9b7e676", "telemetry_sha256": "f13da9b8ddd0c8b54f8b2218d729c678a41b6603c3b0dd91c89168f14b49f868", "tokens_cl100k": {"telemetry": 208, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-303", "edge_ue_thr_mbps": "cell-827"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0005", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 cells that are currently experiencing peak congestion, please restrict consumer video streaming to a maximum ceiling of 50 percent of total radio resources. This throttle should remain active for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-18T14:38:27Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-301,south_cluster,33.7,61.8,24.7,20.04\ncell-313,north_cluster,72.6,95.4,43.9,8.39\ncell-350,hospital_zone,55.5,569.8,33.8,23.33\ncell-573,south_cluster,31.7,632.4,25.3,22.36\ncell-592,north_cluster,88.3,246.1,53.7,3.88\ncell-771,stadium,42.1,146.1,28.1,0.44\ncell-989,stadium,73.0,379.1,52.3,28.16\n", "truth": {"action": "cap_share", "class": "video_streaming", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "50", "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": "c4348a5e95e53ed4afc6e18693284b5975ce7460a1626663fc0d1cd19cfd71fe", "telemetry_sha256": "c6db9ab05ac18a176b11b92c4b66cb36594ea68f9cdfea47fcd959c4a6393233", "tokens_cl100k": {"telemetry": 208, "text": 39}, "extreme_cells": {"prb_util_pct": "cell-592", "edge_ue_thr_mbps": "cell-771"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0006", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 #8412: Permit workload offloading for emergency responder push-to-talk audio services to extend up to regional cloud facilities on sectors where boundary user throughput is severely degraded, keeping this rule effective indefinitely until manually cancelled.", "telemetry": "KPM telemetry snapshot at 2026-10-11T17:28:58Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,south_cluster,52.9,436.3,39.9,17.88\ncell-163,north_cluster,66.5,393.8,42.7,13.62\ncell-258,south_cluster,64.3,478.6,42.3,0.48\ncell-280,north_cluster,32.5,153.2,28.6,23.07\ncell-535,stadium,28.1,201.6,21.6,24.34\ncell-733,hospital_zone,21.5,296.8,21.4,3.74\ncell-813,hospital_zone,90.7,94.1,56.1,20.59\n", "truth": {"action": "relax_edge", "class": "mission_voice", "scope": "worst_edge_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": "ddb7f8b21fdcc4912a119e3f5097bc07c8c96c7db2baaca936497f71babd177c", "telemetry_sha256": "922ff4ad10f7c5d1c0bedaa9f47dd611691e05f8dc3f1042806eb85cb0874550", "tokens_cl100k": {"telemetry": 209, "text": 43}, "extreme_cells": {"prb_util_pct": "cell-813", "edge_ue_thr_mbps": "cell-258"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0007", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: push interactive XR gaming traffic up to top-tier urgent scheduling across north cluster nodes immediately.", "telemetry": "KPM telemetry snapshot at 2026-10-12T19:30:53Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-128,hospital_zone,45.8,210.1,38.9,12.89\ncell-357,north_cluster,30.0,647.0,32.8,4.89\ncell-374,north_cluster,61.2,375.6,47.3,5.94\ncell-564,south_cluster,50.3,640.4,37.0,8.71\ncell-618,south_cluster,50.4,381.6,35.8,13.23\ncell-792,hospital_zone,89.9,371.7,52.1,25.20\ncell-897,stadium,61.9,52.5,42.3,0.45\n", "truth": {"action": "prioritise", "class": "xr_gaming", "scope": "north_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": "c4353644836b0c4980120467a47741395abfaef8eb1eed5aaf0b2bc9f0197cdf", "telemetry_sha256": "0e310fe6caee2b157c6003a23abed1d38ff7a5fce28c632cdc6a24487d0f241d", "tokens_cl100k": {"telemetry": 209, "text": 20}, "extreme_cells": {"prb_util_pct": "cell-792", "edge_ue_thr_mbps": "cell-897"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0008", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 stipulates that scheduling precedence for its automated machinery feedback transmissions shall be downgraded to a minor tier throughout the stadium cell sector.", "telemetry": "KPM telemetry snapshot at 2026-10-22T11:25:19Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-220,north_cluster,81.2,552.4,53.9,8.69\ncell-295,stadium,49.7,635.8,38.1,26.88\ncell-582,hospital_zone,83.0,510.6,48.7,32.06\ncell-619,hospital_zone,84.0,365.1,59.1,27.15\ncell-643,north_cluster,16.9,388.6,21.0,15.77\ncell-655,south_cluster,93.7,435.7,58.7,33.62\ncell-735,stadium,74.8,643.3,44.3,1.00\n", "truth": {"action": "deprioritise", "class": "factory_control", "scope": "stadium", "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": "ce75e276ce900bcf85205e47688fba5aed56cd8ff23ab5e347117671f2330858", "telemetry_sha256": "1ed4301fd9c9d1a5300f6ea4436db790de98447d9ad2eda977a5f5e23d4858dd", "tokens_cl100k": {"telemetry": 208, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-655", "edge_ue_thr_mbps": "cell-735"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0009", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "API request: Demote emergency responder live video feeds from ambulance and officer cameras to normal priority in the hospital zone for the duration of the current event.", "telemetry": "KPM telemetry snapshot at 2026-10-21T09:49:07Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-234,south_cluster,72.2,502.4,45.7,32.70\ncell-415,south_cluster,70.1,278.6,41.1,1.44\ncell-663,north_cluster,23.5,489.7,26.3,22.89\ncell-672,stadium,32.8,487.6,28.2,16.29\ncell-814,hospital_zone,94.5,408.1,58.0,4.85\ncell-851,hospital_zone,84.2,279.8,53.9,11.13\ncell-905,north_cluster,69.9,144.8,41.7,8.97\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": "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": "22fdd2ac039edd132e3595f9163589cc27f16279743f2288fecdd549b4c8ed0c", "telemetry_sha256": "98e29272d986295562aea7c1e74d4e4827f70e3eeee57bec9fa0650671c09292", "tokens_cl100k": {"telemetry": 209, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-814", "edge_ue_thr_mbps": "cell-415"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0010", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 our emergency ambulance and body camera video feeds to normal priority in the hospital zone for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-03T11:29:35Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-136,south_cluster,69.4,514.4,40.8,32.53\ncell-150,hospital_zone,69.1,212.4,42.8,0.93\ncell-350,north_cluster,74.5,491.5,53.5,27.28\ncell-460,north_cluster,31.8,316.4,26.2,7.54\ncell-507,stadium,86.7,423.6,57.9,33.84\ncell-659,hospital_zone,52.6,231.0,40.9,20.72\ncell-952,south_cluster,62.5,224.6,39.7,31.28\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": "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": "0ea451bb7c21c1aad7d3a9bcad3affdced5526247f506d89066406f518a4d2b9", "telemetry_sha256": "69ca1476f355ffc5cc9c4f657f27db0a4e701a3ad001e22821f88902696653b9", "tokens_cl100k": {"telemetry": 209, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-507", "edge_ue_thr_mbps": "cell-150"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0011", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Hello RAN Operations, Datacrest requests demoting the transmission scheduling tier of our bulk edge analytics ingress feeds down to normal standing for any radio units where cell-boundary device throughput is at its minimum. Please enforce this deprioritization for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-03T11:58:56Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-135,hospital_zone,73.9,78.6,46.0,11.87\ncell-238,south_cluster,37.2,457.0,26.4,19.63\ncell-296,north_cluster,29.2,469.3,20.7,1.92\ncell-365,stadium,58.8,491.4,39.9,34.30\ncell-477,south_cluster,52.0,475.3,33.9,8.59\ncell-560,hospital_zone,39.9,529.5,35.9,25.57\ncell-680,stadium,93.0,639.9,61.8,6.69\n", "truth": {"action": "deprioritise", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "priority": "normal", "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": "727e39a8de11f4025b7c0c15e3794760376dc92e4aaffff3361c0fc4b9a6e494", "telemetry_sha256": "f15e3797ce0b0b73d78c855e2724a2d9dd05fd9150637ac3022cb1db0b83ef43", "tokens_cl100k": {"telemetry": 208, "text": 53}, "extreme_cells": {"prb_util_pct": "cell-680", "edge_ue_thr_mbps": "cell-296"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0012", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 ongoing overrides and restore factory default handling for automated robotic feedback loops operating in the north sector.", "telemetry": "KPM telemetry snapshot at 2026-10-26T15:25:08Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-262,south_cluster,17.0,233.9,25.0,1.51\ncell-434,north_cluster,23.0,422.5,28.2,25.31\ncell-548,stadium,22.5,628.3,20.4,24.19\ncell-590,north_cluster,89.4,75.0,62.1,33.22\ncell-694,stadium,41.8,459.5,29.8,14.05\ncell-852,hospital_zone,44.3,420.3,33.1,20.77\ncell-988,hospital_zone,34.2,123.0,26.3,30.95\n", "truth": {"action": "revert_default", "class": "factory_control", "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": "bf470198e9c5f071fc91bb47424df8a9eb77a2e78fbd446267237519561b8150", "telemetry_sha256": "0fd980c76c30e83a5eb153fe1edc5ffc3186321b007fab61b5560ef9f12d2b2a", "tokens_cl100k": {"telemetry": 208, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-590", "edge_ue_thr_mbps": "cell-262"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0013", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: escalate scheduling order for IoT sensing and smart metering telemetry to top-tier urgent status across the northern cell group until the ongoing incident wraps up.", "telemetry": "KPM telemetry snapshot at 2026-10-12T20:59:31Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-277,hospital_zone,89.7,66.8,58.2,8.64\ncell-514,stadium,72.5,364.3,44.1,6.22\ncell-529,stadium,64.4,410.8,43.1,0.50\ncell-554,north_cluster,41.7,535.9,36.6,31.28\ncell-709,hospital_zone,64.6,408.9,43.7,12.88\ncell-814,south_cluster,51.1,146.6,42.5,24.42\ncell-857,north_cluster,48.0,310.2,37.6,28.78\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "north_cluster", "target_cluster": "none", "priority": "critical", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "unspecified", "duration": "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": "df0effee257654cf3f81d162a0aa590e5e4ddce7f30c4a89822b92568a6bfc63", "telemetry_sha256": "d4c7b711f0b2f87748c36fb61481bfe2b4508f2dc40851ab9ae0b0f34c9a12db", "tokens_cl100k": {"telemetry": 208, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-277", "edge_ue_thr_mbps": "cell-529"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0014", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "half": "named_scope", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Pursuant to the service agreement, Lumen Media authorizes the operator to reduce the queue ranking for interactive cloud gaming and XR traffic to low priority across the stadium cluster for fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-14T21:15:19Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-130,north_cluster,69.9,375.2,45.6,21.90\ncell-149,south_cluster,90.8,71.7,60.1,20.87\ncell-170,south_cluster,60.2,167.9,41.9,7.46\ncell-187,stadium,22.7,130.4,24.9,32.85\ncell-520,north_cluster,53.8,280.2,34.9,27.84\ncell-813,stadium,53.0,59.6,34.3,1.69\ncell-896,hospital_zone,64.6,52.4,46.4,31.20\n", "truth": {"action": "deprioritise", "class": "xr_gaming", "scope": "stadium", "target_cluster": "none", "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": "fa69c9cba29c92e4f9db6ff48fecd21b5d6a088122c42d3aab8406bccf73eb52", "telemetry_sha256": "8b377a65ba62e22e75bc63cf324cde55fe319f5340f4244a873adb063c2e1ae9", "tokens_cl100k": {"telemetry": 208, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-149", "edge_ue_thr_mbps": "cell-813"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0015", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 request: Revert emergency service video streams, including bodycam feeds, back to standard baseline QoS on the most congested cells, clearing prior overrides.", "telemetry": "KPM telemetry snapshot at 2026-10-16T16:28:34Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-128,hospital_zone,50.4,578.2,39.0,8.03\ncell-334,north_cluster,63.4,381.7,42.5,14.01\ncell-387,stadium,86.5,550.8,51.0,20.72\ncell-568,hospital_zone,43.7,480.1,28.2,15.49\ncell-690,south_cluster,18.5,539.1,26.1,15.93\ncell-742,north_cluster,38.5,227.7,35.4,20.27\ncell-866,south_cluster,67.3,451.9,42.1,1.52\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": "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": "5d4d9a749b72d07066dd08c0127f86ad3b319e723eb906079c6fe7775e2dadf7", "telemetry_sha256": "6ab96ace5814fc9255b9186d105a6d3e23879f82653ebea2e953bf5cb587f01d", "tokens_cl100k": {"telemetry": 209, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-387", "edge_ue_thr_mbps": "cell-866"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_dev_0016", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 scheduling for bulk analytics uploads to high priority in the hospital zone until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-18T12:02:29Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-195,hospital_zone,54.4,70.4,37.9,27.90\ncell-364,north_cluster,84.2,543.9,58.5,13.76\ncell-402,stadium,93.9,109.2,57.7,33.70\ncell-453,hospital_zone,62.5,300.0,39.0,1.49\ncell-574,south_cluster,42.1,214.8,29.6,20.43\ncell-640,stadium,67.5,394.5,43.2,28.18\ncell-830,north_cluster,85.8,387.0,59.8,23.82\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": "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": "e30efd7f50767bd90e26fb809ede5a33b3b671277ac59c38c80c56202301c8a0", "telemetry_sha256": "02f25ba15aa5762fe975089db56d2b2bcef615e1c4df5502541078ccab9dab5a", "tokens_cl100k": {"telemetry": 208, "text": 18}, "extreme_cells": {"prb_util_pct": "cell-402", "edge_ue_thr_mbps": "cell-453"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0017", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 the transmission priority of bulk edge analytics upload streams to high status across the hospital zone. This preference should remain effective for a one-hour window.", "telemetry": "KPM telemetry snapshot at 2026-10-03T14:35:22Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-262,north_cluster,39.6,521.3,31.7,22.86\ncell-274,stadium,33.1,218.4,27.4,19.09\ncell-297,hospital_zone,46.4,413.8,36.0,11.66\ncell-353,hospital_zone,92.6,106.6,64.1,16.53\ncell-641,south_cluster,36.6,540.9,29.9,9.64\ncell-662,north_cluster,22.1,462.4,26.1,1.87\ncell-793,stadium,83.5,174.8,52.3,25.18\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": "email", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "4e4060f4787a22b0fd9d25df5d85c9b00c3e82f6d8c3d3231adbc230c0f497ca", "telemetry_sha256": "9da4cd166f3b0bfe74b880bdb86330a2619a569dac97a4cc507dbe5ba6712eea", "tokens_cl100k": {"telemetry": 208, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-353", "edge_ue_thr_mbps": "cell-662"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0018", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 Request: Throttle down regular background traffic to standard nominal queue priority across the hospital zone for a fifteen-minute duration.", "telemetry": "KPM telemetry snapshot at 2026-10-12T07:03:32Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-348,stadium,27.0,347.5,25.8,0.60\ncell-397,hospital_zone,94.1,571.1,58.6,20.35\ncell-404,south_cluster,66.0,492.6,41.8,19.63\ncell-407,stadium,74.6,620.4,53.4,27.48\ncell-436,south_cluster,80.4,194.7,51.0,33.12\ncell-686,north_cluster,51.8,426.8,36.7,23.76\ncell-757,hospital_zone,64.8,186.9,46.5,20.37\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": "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": "0ea4559cf5c5cdaa9b08adc754b1498c8a39cebf7f9ba438219da0a1658c9405", "telemetry_sha256": "650e95b27d43493d215b7fa346777ccd3f36b24e06dfdefb54a7980ef5abbd45", "tokens_cl100k": {"telemetry": 208, "text": 24}, "extreme_cells": {"prb_util_pct": "cell-397", "edge_ue_thr_mbps": "cell-348"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0019", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "@all, let's bump general best-effort internet traffic to high scheduling priority across the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-10T13:52:53Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-225,hospital_zone,25.3,288.8,20.8,22.89\ncell-302,south_cluster,69.0,609.1,48.2,32.76\ncell-326,north_cluster,94.1,443.2,60.4,13.51\ncell-333,stadium,53.7,220.1,41.4,1.75\ncell-594,south_cluster,42.6,616.3,29.5,22.61\ncell-794,hospital_zone,20.6,75.4,22.5,28.20\ncell-890,stadium,22.5,386.4,28.8,24.17\n", "truth": {"action": "prioritise", "class": "best_effort", "scope": "stadium", "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": "3e624d7b3285822d250e0c81b57d6517565492c9ef35edc9bbfca3a383cac787", "telemetry_sha256": "96d47fb3ee3814f095ee8ff2cd67e98413d4b2a45590c985c8eab603d26dbb25", "tokens_cl100k": {"telemetry": 208, "text": 21}, "extreme_cells": {"prb_util_pct": "cell-326", "edge_ue_thr_mbps": "cell-333"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0020", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Datacrest Analytics mandates that the network shall guarantee an allocation of no less than thirty percent of physical transmission blocks to edge analytics batch ingestion streams across all access nodes where edge devices suffer the poorest data rates.", "telemetry": "KPM telemetry snapshot at 2026-10-26T12:36:05Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-272,stadium,19.9,368.2,25.1,28.63\ncell-396,hospital_zone,52.1,482.4,40.9,24.15\ncell-625,stadium,26.9,436.5,30.3,11.81\ncell-745,north_cluster,24.1,450.2,18.8,32.22\ncell-828,south_cluster,68.4,351.9,43.7,0.62\ncell-880,south_cluster,35.0,284.1,29.0,22.35\ncell-938,hospital_zone,93.4,223.6,54.8,30.75\n", "truth": {"action": "guarantee_share", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "30", "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": "2cf5219927f2eb6046f98f0f7bee1eb2df1b73dbc65e867507460d3d30b5fffe", "telemetry_sha256": "ead62d712a04e23972c5ebfd710185e740341b0204c8b220bf0a96d3836eea8c", "tokens_cl100k": {"telemetry": 208, "text": 40}, "extreme_cells": {"prb_util_pct": "cell-938", "edge_ue_thr_mbps": "cell-828"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0021", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "Exposure note: Civic Safety Agency requires dedicating at least 20 percent of radio resource blocks to first-responder voice talkgroups across cells suffering peak congestion for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-10T16:59:24Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-149,hospital_zone,36.8,471.3,25.3,34.90\ncell-152,stadium,90.5,61.8,52.8,21.77\ncell-164,south_cluster,75.8,396.2,51.0,10.50\ncell-231,south_cluster,16.0,590.5,23.1,5.48\ncell-377,stadium,30.9,576.4,26.3,10.40\ncell-670,north_cluster,39.2,386.3,32.6,0.65\ncell-971,north_cluster,24.4,65.5,30.2,21.59\n", "truth": {"action": "guarantee_share", "class": "mission_voice", "scope": "most_loaded_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "20", "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": "0ac888b03e80befcb5afd8f541197810d0d2e9b8ede3f67781de950f3400b1ad", "telemetry_sha256": "f0ddc51754259e24d482724d865fec4aa5b6926a1462ce873b3180654a0c6cd5", "tokens_cl100k": {"telemetry": 208, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-152", "edge_ue_thr_mbps": "cell-670"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_dev_0022", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "Reduce the dispatch rank of unclassified background internet traffic down to standard baseline in the most congested towers until the active incident concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-16T16:37:14Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-183,north_cluster,69.4,516.0,48.4,7.47\ncell-223,hospital_zone,36.9,620.3,27.1,32.30\ncell-382,hospital_zone,45.4,498.8,34.0,29.78\ncell-463,south_cluster,52.9,478.4,33.4,21.88\ncell-472,north_cluster,18.1,612.7,24.0,17.53\ncell-625,south_cluster,27.6,645.5,30.4,0.96\ncell-908,stadium,92.3,597.8,63.2,6.76\n", "truth": {"action": "deprioritise", "class": "best_effort", "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": "bf209de1f09b8df58db6bcd91c146751d66f67a915093024e01d2212028bf8c6", "telemetry_sha256": "936c1d831c72d5bd45b7fa1297514eda93779d8256598cc2c7c8795ee29ed449", "tokens_cl100k": {"telemetry": 209, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-908", "edge_ue_thr_mbps": "cell-625"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_dev_0023", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 reduce the scheduling rank of consumer video streaming packets to normal priority in the north cluster. Keep this policy configuration in effect until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-03T07:43:41Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-210,hospital_zone,70.2,185.4,51.4,1.11\ncell-213,hospital_zone,66.2,436.2,49.6,26.85\ncell-218,south_cluster,27.4,628.3,24.9,4.57\ncell-421,north_cluster,46.4,225.8,30.5,31.41\ncell-481,stadium,92.1,468.5,60.0,34.25\ncell-856,south_cluster,22.5,93.0,20.6,15.88\ncell-884,stadium,21.1,501.0,26.0,29.35\n", "truth": {"action": "deprioritise", "class": "video_streaming", "scope": "north_cluster", "target_cluster": "none", "priority": "normal", "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": "812f9e3b530ba0a4a3007f55e943fc135350f388c87fe78c2587b39d322d7697", "telemetry_sha256": "3cda0c33366d20b081a9a4d1a6b38be39ee24477f03958e9a616e11ad46b97a1", "tokens_cl100k": {"telemetry": 208, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-481", "edge_ue_thr_mbps": "cell-210"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0024", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: Please reset our consumer video streaming flows to standard default handling across the stadium cluster, clearing all existing overrides.", "telemetry": "KPM telemetry snapshot at 2026-10-07T07:12:53Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-212,north_cluster,63.4,573.7,43.7,22.02\ncell-339,stadium,66.6,121.3,40.7,12.24\ncell-357,south_cluster,21.9,363.3,17.7,13.67\ncell-648,south_cluster,53.4,556.0,41.2,13.23\ncell-678,hospital_zone,94.0,55.9,62.5,6.42\ncell-743,stadium,42.8,649.1,30.5,22.34\ncell-989,north_cluster,43.8,453.5,31.6,1.20\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": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "3b25e7572a10f436bb9957fc6027e093046cbb39cf29aa3de3beb0d6ec72f10b", "telemetry_sha256": "f8c0995dd591e693ef7bea5921fb6d24340cdcb985b872602993bb5ae084de54", "tokens_cl100k": {"telemetry": 208, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-678", "edge_ue_thr_mbps": "cell-989"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0025", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: restrict cloud gaming and interactive XR sessions to at most 10% of radio resources on cells where edge user data rates are lowest, effective for one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-07T21:48:15Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-559,hospital_zone,44.6,635.4,29.5,27.55\ncell-572,stadium,60.8,108.3,37.9,0.85\ncell-612,south_cluster,64.0,517.6,48.3,21.27\ncell-705,hospital_zone,68.4,445.0,41.6,26.04\ncell-719,north_cluster,75.7,111.0,51.1,32.13\ncell-886,north_cluster,86.4,285.8,60.8,14.23\ncell-996,south_cluster,65.2,339.0,47.1,28.06\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": "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": "960444b3b70253af736f5e9b2567b55cf369eca5dfb400b448a926fff569678b", "telemetry_sha256": "dbc4f59b1cd00b450a37245cc314e5aa7b674b7dfe3203e7848ad6222306491f", "tokens_cl100k": {"telemetry": 209, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-886", "edge_ue_thr_mbps": "cell-572"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_dev_0026", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "The network service provider must assign maximum critical precedence to real-time visual streams originating from paramedic units and officer surveillance gear within the south cluster until this directive is formally rescinded.", "telemetry": "KPM telemetry snapshot at 2026-10-03T21:55:22Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-105,stadium,40.6,199.2,32.4,15.77\ncell-217,hospital_zone,72.9,329.9,52.8,30.24\ncell-277,stadium,94.6,575.8,57.7,16.16\ncell-481,hospital_zone,63.3,322.8,49.0,5.85\ncell-664,north_cluster,25.1,549.1,19.0,29.98\ncell-686,south_cluster,61.0,346.2,44.6,21.76\ncell-872,north_cluster,20.4,628.9,18.8,0.50\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "south_cluster", "target_cluster": "none", "priority": "critical", "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": "99a0c4b5ca43ba8478a266face146b11fec3a7e2fecd947bec27011b530038be", "telemetry_sha256": "3c2d4b9c0e501810a5107f39bf30800dc36a96fde067613748d2ff40a86ea5c2", "tokens_cl100k": {"telemetry": 208, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-277", "edge_ue_thr_mbps": "cell-872"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0027", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: Set scheduling queue priority to critical for consumer video streaming services across the hospital zone over the next one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-21T19:15:12Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-139,stadium,57.4,625.3,36.0,6.74\ncell-226,south_cluster,49.8,323.2,41.0,0.73\ncell-556,south_cluster,55.2,126.4,34.5,8.43\ncell-563,hospital_zone,48.4,552.7,41.1,16.75\ncell-723,stadium,45.0,404.8,37.2,16.45\ncell-840,north_cluster,18.1,433.7,20.3,19.39\ncell-982,north_cluster,90.3,208.7,53.5,18.50\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": "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": "cd989f1d3a707296891d6c406cbe4afffe2cb382274db3da93c3f020b85bb7d6", "telemetry_sha256": "d74b1e05a7cbf934bffa17234cac26637f3f8c0466a3fa0667f846a1376311e0", "tokens_cl100k": {"telemetry": 208, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-982", "edge_ue_thr_mbps": "cell-226"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0028", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "half": "state_dependent", "issuer": {"id": "lumen_media", "kind": "tenant", "display_name": "Lumen Media", "owned_classes": ["video_streaming", "xr_gaming"], "may_set_critical": false}, "text": "Please make sure that streaming media delivery is processed locally on equipment stationed directly at the base stations for any sectors undergoing maximum traffic saturation.", "telemetry": "KPM telemetry snapshot at 2026-10-07T18:12:07Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-307,south_cluster,88.1,93.3,59.4,27.67\ncell-615,north_cluster,79.6,598.3,56.8,21.35\ncell-620,stadium,76.1,153.8,51.7,1.70\ncell-706,hospital_zone,33.5,118.5,30.6,30.66\ncell-749,north_cluster,35.1,141.6,27.0,20.59\ncell-766,stadium,31.2,165.2,22.5,34.36\ncell-907,hospital_zone,25.2,350.8,24.5,7.40\n", "truth": {"action": "restrict_edge", "class": "video_streaming", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "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": 1, "is_replacement": false, "prompt_sha256": "e4f71ed4e9210f80c4d7c2c60fc4def82f0f42b63448ec4b72ca0e358174c656", "telemetry_sha256": "5495926f4e45788c3b4421d900ff1481f9009b822ca9f97bc6a9fed1d485b377", "tokens_cl100k": {"telemetry": 208, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-307", "edge_ue_thr_mbps": "cell-620"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0029", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 temporarily boost the dispatching importance of telemetry from low-rate sensors and meters to emergency grade across all base stations where edge subscribers are experiencing the lowest throughput rates. This operational adjustment should remain active for the next fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-18T10:31:48Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-251,north_cluster,78.6,307.1,53.6,14.62\ncell-318,stadium,45.2,360.8,35.3,6.86\ncell-392,hospital_zone,49.1,590.8,33.1,8.39\ncell-487,north_cluster,64.2,413.7,44.6,8.51\ncell-730,south_cluster,75.6,609.3,48.6,24.48\ncell-953,stadium,53.4,541.1,36.6,0.72\ncell-963,hospital_zone,93.7,49.6,60.5,25.90\n", "truth": {"action": "prioritise", "class": "iot_metering", "scope": "worst_edge_cells", "target_cluster": "stadium", "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": "6ba64d79ea6c56de2a3b6674549607c73809a5defcc3b6953c4c70ae6a84a673", "telemetry_sha256": "9a6ffb34afcf691244c153210e2b273f8c741aa5cdb93ef224d69af4d3d0df9c", "tokens_cl100k": {"telemetry": 208, "text": 49}, "extreme_cells": {"prb_util_pct": "cell-963", "edge_ue_thr_mbps": "cell-953"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_dev_0030", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 update: Clear existing policy modifications and revert sensor reports and low-speed meter updates to default operational handling in the hospital zone.", "telemetry": "KPM telemetry snapshot at 2026-10-15T08:47:27Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-208,south_cluster,76.9,558.9,48.9,8.55\ncell-220,stadium,86.7,61.5,57.6,9.08\ncell-427,stadium,54.8,99.6,41.8,6.20\ncell-454,north_cluster,17.5,529.8,15.8,1.15\ncell-463,north_cluster,39.8,197.5,32.3,20.49\ncell-669,hospital_zone,23.3,161.8,25.3,5.98\ncell-700,south_cluster,49.0,317.1,39.2,17.44\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": "operator ticket", "generator": "gemini-3.8-flash-high@agy-1.2.11", "verifier": "claude-opus-5.5", "attempts": 1, "is_replacement": false, "prompt_sha256": "b148ab857b24ab7858edde9bc93046242abc1ba5ee8e7d1caaa85c28bffcbc01", "telemetry_sha256": "f2478751256f4fe7424207c7e89d98c8b36d23fbddc607768b063a5f64b7ace3", "tokens_cl100k": {"telemetry": 208, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-220", "edge_ue_thr_mbps": "cell-454"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0031", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "half": "named_scope", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Datacrest notice: Revert our bulk analytics upload flows back to default network configuration across the northern sector, dropping all custom adjustments.", "telemetry": "KPM telemetry snapshot at 2026-10-04T08:53:22Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-128,hospital_zone,63.2,394.7,43.2,17.97\ncell-482,stadium,78.8,121.1,55.2,20.32\ncell-531,hospital_zone,64.1,139.1,42.5,28.55\ncell-665,stadium,40.0,514.4,36.3,1.67\ncell-734,north_cluster,91.8,497.2,60.5,21.14\ncell-773,north_cluster,31.8,186.7,26.6,29.17\ncell-934,south_cluster,80.8,258.3,56.1,17.99\n", "truth": {"action": "revert_default", "class": "analytics_offload", "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": "2ae9c5de055f766bd425d052578a8453588d7b82c2170f8f27c9068886541ef5", "telemetry_sha256": "b71eb0f7b7002c9f61073564b73249f59fdabde62abcc6eb26a321ad79169a17", "tokens_cl100k": {"telemetry": 208, "text": 26}, "extreme_cells": {"prb_util_pct": "cell-734", "edge_ue_thr_mbps": "cell-665"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0032", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 the dynamic resource policy, the system is authorized to relocate compute workloads for automated machine closed-loop control to arbitrary edge servers or central cloud infrastructure on base stations experiencing peak congestion.", "telemetry": "KPM telemetry snapshot at 2026-10-05T16:19:58Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-103,north_cluster,49.0,100.0,32.2,12.79\ncell-197,south_cluster,61.0,351.0,39.9,12.08\ncell-271,hospital_zone,90.8,165.1,53.7,10.08\ncell-313,stadium,52.5,256.1,35.9,23.44\ncell-690,hospital_zone,29.1,452.6,26.1,16.89\ncell-842,stadium,17.9,490.1,18.7,3.82\ncell-875,north_cluster,67.7,288.2,41.7,0.42\n", "truth": {"action": "relax_edge", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "any", "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": "0dcbeab2d678e38a88c87f1907fbb7b14200fea4a367720d211bb0225aab01d5", "telemetry_sha256": "cc36ee40a49a335f0790a50ac81d417bb5fd1be5300a2b2e56370426bf6a2b7f", "tokens_cl100k": {"telemetry": 208, "text": 36}, "extreme_cells": {"prb_util_pct": "cell-271", "edge_ue_thr_mbps": "cell-875"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_dev_0033", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "Configuration note: Bound end-to-end latency for commercial video playback streams to five milliseconds across the poorest-performing fringe cells for a sixty-minute window.", "telemetry": "KPM telemetry snapshot at 2026-10-04T07:36:05Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-156,hospital_zone,67.2,49.4,49.0,24.93\ncell-157,hospital_zone,79.1,118.6,50.3,1.81\ncell-161,north_cluster,72.7,355.4,45.6,22.17\ncell-299,south_cluster,82.0,101.2,58.7,23.51\ncell-326,south_cluster,16.1,265.6,18.6,13.89\ncell-656,north_cluster,93.0,458.0,60.3,21.16\ncell-863,stadium,30.5,514.8,32.3,5.28\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": "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": "dbb95a02fae34c695eb196698003781eff6407796018f23ca3828290bf06bde5", "telemetry_sha256": "090c89973aa6cb2a53458d1ec6a1ec016182839282a284e7d46017b4754356c2", "tokens_cl100k": {"telemetry": 209, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-656", "edge_ue_thr_mbps": "cell-157"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_dev_0034", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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, dial down the scheduling tier for standard best-effort web traffic to low priority in the south cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-02T09:45:52Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-111,north_cluster,78.1,613.5,48.2,12.56\ncell-146,hospital_zone,49.7,515.6,42.6,15.93\ncell-152,south_cluster,28.6,253.4,30.5,32.65\ncell-165,hospital_zone,27.8,123.8,22.1,11.22\ncell-213,north_cluster,64.6,478.8,47.7,1.32\ncell-497,south_cluster,55.3,286.3,42.0,26.58\ncell-797,stadium,94.2,632.5,55.0,25.71\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": "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": "ac5c4ab363bd94b0dd67ca04e60859e015121550c521f2833779108c9917a6b6", "telemetry_sha256": "f00aba7e8055d4fea8e67eec205ebc30411282eefb7b35e065166f23ef368abf", "tokens_cl100k": {"telemetry": 209, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-797", "edge_ue_thr_mbps": "cell-213"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0035", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 all, during the ongoing incident, please elevate video transmissions from first-responder bodycams and emergency vehicles to elevated priority on all cells where perimeter users exhibit the lowest throughput figures. Maintain this elevated prioritization until the event concludes.", "telemetry": "KPM telemetry snapshot at 2026-10-08T19:30:45Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,south_cluster,23.6,572.9,18.8,10.48\ncell-197,hospital_zone,70.6,58.6,49.1,17.77\ncell-417,stadium,74.0,105.5,54.3,33.94\ncell-766,south_cluster,88.9,512.7,51.3,15.14\ncell-854,north_cluster,76.7,616.9,51.1,11.13\ncell-969,north_cluster,60.6,286.0,43.8,0.81\ncell-979,stadium,72.0,551.3,47.1,17.12\n", "truth": {"action": "prioritise", "class": "emergency_video", "scope": "worst_edge_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": "074477953d536adb6b0ee15667dc4ce96e9bd4d6917be36cd81b1918e5ea173d", "telemetry_sha256": "aab3b5e7e91433c0c6f9055c4437d65ed7220aa84b4bf45a88fa477bc0314d40", "tokens_cl100k": {"telemetry": 208, "text": 46}, "extreme_cells": {"prb_util_pct": "cell-766", "edge_ue_thr_mbps": "cell-969"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0036", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "Support ticket: Downgrade meter and sensor telemetry transmissions to low priority on our most congested cells for the next sixty minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-04T15:52:56Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-133,north_cluster,47.9,644.4,37.8,1.35\ncell-376,hospital_zone,95.6,519.5,58.4,4.65\ncell-556,stadium,37.2,414.9,31.8,17.29\ncell-557,hospital_zone,36.1,609.5,30.4,29.85\ncell-673,south_cluster,30.4,188.8,27.7,4.98\ncell-785,south_cluster,50.8,365.2,38.9,28.50\ncell-884,stadium,63.4,169.6,39.0,15.47\n", "truth": {"action": "deprioritise", "class": "iot_metering", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "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": "9f8279b454efd4a20029becab9a1c3f392cb29b2bb5e49cae32fec1ab8caaa04", "telemetry_sha256": "5a513fb07da84bfdd89700f21b035ee278e9746ee9b843744fe63b5b25f3adb9", "tokens_cl100k": {"telemetry": 208, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-376", "edge_ue_thr_mbps": "cell-133"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_dev_0037", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "Channel: on all towers experiencing peak traffic load, permit video streaming workloads to expand out to the metro edge compute facility until the ongoing event finishes.", "telemetry": "KPM telemetry snapshot at 2026-10-15T06:23:02Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-177,south_cluster,88.5,216.3,50.4,11.93\ncell-307,stadium,63.2,201.1,42.5,14.11\ncell-604,hospital_zone,71.4,470.4,45.7,24.15\ncell-626,south_cluster,25.1,190.3,30.1,32.87\ncell-696,hospital_zone,80.3,483.6,55.8,0.63\ncell-789,stadium,69.4,614.9,51.0,26.54\ncell-888,north_cluster,48.6,597.2,36.0,16.65\n", "truth": {"action": "relax_edge", "class": "video_streaming", "scope": "most_loaded_cells", "target_cluster": "south_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "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": "1c3742ac6398a81ccfc6927dbdb3603e9682b20d6fbd5caf76e0cefabe58a00e", "telemetry_sha256": "03888b6705ecc3319f8376b3530faea4bc332923baecc75d7f2f328fc246b43f", "tokens_cl100k": {"telemetry": 208, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-177", "edge_ue_thr_mbps": "cell-696"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0038", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 system shall enforce a maximum latency threshold of 10 ms for automated machine closed-loop control communications on cells with highest load for a duration of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-23T14:14:05Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-211,hospital_zone,16.1,217.6,15.2,16.76\ncell-415,south_cluster,59.4,624.9,36.9,26.54\ncell-523,north_cluster,86.7,165.9,59.1,24.60\ncell-550,hospital_zone,22.7,600.0,21.5,17.49\ncell-771,stadium,22.7,333.3,24.4,25.88\ncell-794,stadium,78.2,60.4,51.9,16.07\ncell-886,south_cluster,20.5,545.0,21.5,0.99\n", "truth": {"action": "set_latency_target", "class": "factory_control", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "10", "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": "cfe0a03dc8c16b7370f2870cdd8fe9c8be27593b5b40510486c01c0bfb32d530", "telemetry_sha256": "bcaf7afa50e750b31a355dc86c94e7f4cc86286036119f75ff7b101b3d5fc255", "tokens_cl100k": {"telemetry": 208, "text": 33}, "extreme_cells": {"prb_util_pct": "cell-523", "edge_ue_thr_mbps": "cell-886"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0039", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "API directive from Civic Safety Agency: Impose a 100-millisecond latency threshold for first responder push-to-talk audio on sectors operating at peak saturation.", "telemetry": "KPM telemetry snapshot at 2026-10-04T06:12:31Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-110,hospital_zone,79.8,394.5,51.5,18.25\ncell-223,stadium,62.7,536.3,39.1,20.24\ncell-281,south_cluster,76.0,346.1,52.5,17.16\ncell-439,hospital_zone,56.6,105.9,34.5,1.59\ncell-584,south_cluster,47.7,201.8,32.1,30.09\ncell-933,north_cluster,89.5,212.6,51.0,20.32\ncell-953,north_cluster,70.9,52.0,52.3,21.67\n", "truth": {"action": "set_latency_target", "class": "mission_voice", "scope": "most_loaded_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": "aad046d203b47975c260adf1f15768c82987f13b3af7b2108bb4f22b92a9e85e", "telemetry_sha256": "2b200d7534f307b372e4f03ca1a1bb33e65ca470c4c70050d4bcdfd35ac48afc", "tokens_cl100k": {"telemetry": 209, "text": 30}, "extreme_cells": {"prb_util_pct": "cell-933", "edge_ue_thr_mbps": "cell-439"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0040", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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, deprioritize our first-responder feeds from bodycams and ambulances down to bottom-rank queuing across the north sector until further notice.", "telemetry": "KPM telemetry snapshot at 2026-10-07T19:57:33Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-245,stadium,30.9,590.0,23.7,13.50\ncell-429,south_cluster,22.2,191.2,27.6,1.35\ncell-528,hospital_zone,53.1,570.7,39.9,22.72\ncell-540,south_cluster,24.2,97.2,23.7,22.80\ncell-681,stadium,67.8,454.4,51.7,24.54\ncell-747,north_cluster,93.7,166.6,57.0,31.10\ncell-891,hospital_zone,69.5,447.3,41.9,23.49\n", "truth": {"action": "deprioritise", "class": "emergency_video", "scope": "north_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": "9239ac61d02256bef0d9088f57377ed402b5717878cdd6864832e74b3836a74a", "telemetry_sha256": "552b3f2406d4c89d390de23444de28b5cbd12900c38371f5b5f5c9af42baf55e", "tokens_cl100k": {"telemetry": 208, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-747", "edge_ue_thr_mbps": "cell-429"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0041", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "Good morning, please configure the routing policy for automated machine closed-loop control communications so that edge computations do not traverse beyond the metro edge computing node. Apply this restriction exclusively on base stations exhibiting the poorest cell-edge user throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-13T10:55:02Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-129,stadium,64.7,481.1,46.1,18.47\ncell-160,south_cluster,31.0,295.3,30.0,4.37\ncell-279,north_cluster,46.2,638.3,33.5,13.43\ncell-880,hospital_zone,56.1,524.6,40.7,29.40\ncell-961,south_cluster,20.2,644.4,23.2,32.66\ncell-981,hospital_zone,91.0,359.5,56.4,6.94\ncell-994,stadium,65.7,165.3,48.8,1.00\n", "truth": {"action": "restrict_edge", "class": "factory_control", "scope": "worst_edge_cells", "target_cluster": "stadium", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "metro_edge", "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": "9009f7db6f469899efe55a7e83c4f827ed2171f1079ba59995bad3b21cce8288", "telemetry_sha256": "e51972609d61ca4642d46cf4434bae45eb8f6d9493099de9a5b7acb5ad2c9d53", "tokens_cl100k": {"telemetry": 208, "text": 44}, "extreme_cells": {"prb_util_pct": "cell-981", "edge_ue_thr_mbps": "cell-994"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_dev_0042", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: Increase the scheduling preference of automated machine closed-loop control communications to high priority across the south cluster for the next hour.", "telemetry": "KPM telemetry snapshot at 2026-10-13T15:37:03Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-116,stadium,25.4,492.8,28.6,31.27\ncell-126,hospital_zone,89.6,79.5,55.8,34.49\ncell-148,north_cluster,58.2,599.8,39.9,29.24\ncell-428,stadium,24.6,384.2,19.6,1.34\ncell-441,south_cluster,45.9,134.3,36.6,18.34\ncell-454,north_cluster,22.0,144.6,21.3,25.08\ncell-710,south_cluster,78.7,626.1,52.5,27.09\n", "truth": {"action": "prioritise", "class": "factory_control", "scope": "south_cluster", "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": "5b7caf244f63d872efe4c4692011cd6ca50372e30b41bc39e50d5d2dca33356b", "telemetry_sha256": "d7fba9f368a1e9522462c2d5dad8a634f9176218d29982e0517f7a3f8cf63655", "tokens_cl100k": {"telemetry": 208, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-126", "edge_ue_thr_mbps": "cell-428"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0043", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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": "Attention team: cap cloud gaming and augmented reality data to no more than 30% airtime resource blocks on the most congested sectors until further instructions.", "telemetry": "KPM telemetry snapshot at 2026-10-06T20:03:48Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-232,south_cluster,33.7,523.3,23.4,19.58\ncell-306,north_cluster,45.6,532.1,30.6,7.91\ncell-625,stadium,18.4,179.1,17.1,25.52\ncell-736,hospital_zone,90.7,355.2,52.8,5.14\ncell-818,north_cluster,54.4,183.4,36.5,1.56\ncell-885,hospital_zone,19.2,348.7,22.0,34.43\ncell-993,south_cluster,80.8,591.5,57.2,30.19\n", "truth": {"action": "cap_share", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "30", "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": "efd51dc73f4f443c243ae4df72feebadf8964f9bf74d40a93e9f20648c1cc461", "telemetry_sha256": "a1af1bee1cb82254bf3331ac41ce87f7dfee1d5371d61e167e94c75d4114ab66", "tokens_cl100k": {"telemetry": 209, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-736", "edge_ue_thr_mbps": "cell-818"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_dev_0044", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 guarantees a delivery latency bound of 20 ms for emergency services live video streams from ambulance and body cameras on cells where perimeter users experience poorest throughput, continuing until explicitly revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-25T17:59:08Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-118,north_cluster,86.0,531.4,57.4,10.65\ncell-171,south_cluster,71.6,563.0,42.3,16.38\ncell-268,stadium,24.8,227.3,23.5,9.12\ncell-271,south_cluster,66.8,95.8,46.9,14.13\ncell-290,hospital_zone,38.4,177.5,30.8,1.84\ncell-595,north_cluster,36.0,230.3,24.1,7.76\ncell-740,hospital_zone,42.4,229.3,37.2,22.61\n", "truth": {"action": "set_latency_target", "class": "emergency_video", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "priority": "unspecified", "prb_share": "unspecified", "edge_site": "unspecified", "latency_target": "20", "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": "8640f14b5630a477196d6b313f44f82a9318c194cc14c82111ae25f42ed2fbf9", "telemetry_sha256": "3f9999ddada33fe06777727ea998230febe99cc672907fe617d4f518c10db290", "tokens_cl100k": {"telemetry": 209, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-118", "edge_ue_thr_mbps": "cell-290"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_dev_0045", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 note: Cancel overrides and restore default policy settings for XR sessions and cloud gaming on nodes where cell edge users have lowest throughput.", "telemetry": "KPM telemetry snapshot at 2026-10-24T10:02:09Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-144,hospital_zone,49.2,385.7,34.8,30.26\ncell-268,south_cluster,56.5,267.7,38.6,8.43\ncell-277,stadium,60.9,381.0,45.8,29.13\ncell-306,south_cluster,47.4,406.5,38.8,30.21\ncell-615,hospital_zone,93.7,96.3,59.7,27.72\ncell-625,stadium,42.9,385.8,32.4,30.86\ncell-979,north_cluster,22.8,319.4,18.3,1.98\n", "truth": {"action": "revert_default", "class": "xr_gaming", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "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": "c4f60c30d3fde219e42321ed16c7aa6817acf03d7c1272db22bff710ea3bf427", "telemetry_sha256": "e29f215665f3869058fba6a76fb60bbdc6cab0491b7da192dfffc0f3a32fc338", "tokens_cl100k": {"telemetry": 208, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-615", "edge_ue_thr_mbps": "cell-979"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0046", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "half": "state_dependent", "issuer": {"id": "datacrest", "kind": "tenant", "display_name": "Datacrest Analytics", "owned_classes": ["analytics_offload"], "may_set_critical": false}, "text": "Assistant, cancel modifications and restore default policy for our large-scale analytics data transfers on all cells currently experiencing peak load.", "telemetry": "KPM telemetry snapshot at 2026-10-22T07:56:57Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-158,stadium,70.8,93.4,43.1,24.53\ncell-301,north_cluster,81.1,288.3,53.9,21.28\ncell-537,hospital_zone,23.7,440.5,25.8,34.23\ncell-559,stadium,93.5,369.0,64.6,34.10\ncell-592,south_cluster,19.6,300.5,21.8,21.27\ncell-922,hospital_zone,20.0,411.6,19.3,1.70\ncell-961,south_cluster,58.8,263.5,41.3,30.95\n", "truth": {"action": "revert_default", "class": "analytics_offload", "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": "e1879abb781c132273fa232bada1aff0a11aae3b783c9d40c5bfcaabc0c5c598", "telemetry_sha256": "19ee7dd7214b3ddb1f166cdab3d26daff61541bbda700cbe2505147779b19fd0", "tokens_cl100k": {"telemetry": 208, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-559", "edge_ue_thr_mbps": "cell-922"}, "decoy_cell": null, "rules_ignored_cluster": "stadium"}}
+{"case_id": "ranintent_v1_dev_0047", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 adjust the scheduler configuration across the hospital zone by stepping down generic best-effort internet packets to standard medium priority. We need this restriction in place for an interval of one hour.", "telemetry": "KPM telemetry snapshot at 2026-10-24T07:06:13Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-222,stadium,66.2,458.7,41.7,7.50\ncell-230,north_cluster,22.6,217.3,17.7,5.85\ncell-297,south_cluster,34.3,112.4,24.9,30.90\ncell-349,hospital_zone,31.3,283.9,23.5,27.08\ncell-463,north_cluster,69.6,110.8,44.7,0.87\ncell-548,south_cluster,43.2,284.6,32.9,18.62\ncell-677,stadium,93.9,69.5,60.1,29.40\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": "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": "42ae2b637b27ab0039e8962ff79c54b4f70193c51fe83bafdb873ac817b15461", "telemetry_sha256": "14c511351fa85ec4f5369efe6fda4f57b53c48498651db1d5f5e097335b5ac02", "tokens_cl100k": {"telemetry": 208, "text": 38}, "extreme_cells": {"prb_util_pct": "cell-677", "edge_ue_thr_mbps": "cell-463"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0048", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 #9102: Guarantee a minimum radio resource allocation of 70 percent of transmission blocks for unclassified best-effort user data on the most congested sectors until revoked.", "telemetry": "KPM telemetry snapshot at 2026-10-20T21:14:19Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-198,south_cluster,42.5,376.3,31.9,32.91\ncell-369,north_cluster,45.3,205.1,33.7,1.49\ncell-409,stadium,26.0,127.9,20.4,30.39\ncell-515,hospital_zone,93.5,339.7,57.5,13.80\ncell-779,stadium,59.1,226.8,41.5,12.72\ncell-833,south_cluster,77.7,533.0,49.9,18.56\ncell-989,north_cluster,34.2,167.0,28.7,6.80\n", "truth": {"action": "guarantee_share", "class": "best_effort", "scope": "most_loaded_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": "308d1c596472b447f54edd2e87f83fec79da060a3897f2e527b18d61c49c5000", "telemetry_sha256": "6a124ecd56feb44c38f5acca8540ab341109178c3ab1b237aeae455a0e4b3940", "tokens_cl100k": {"telemetry": 208, "text": 35}, "extreme_cells": {"prb_util_pct": "cell-515", "edge_ue_thr_mbps": "cell-369"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_dev_0049", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: escalate consumer video streaming traffic to high scheduling tier in the stadium cluster until the event wraps up.", "telemetry": "KPM telemetry snapshot at 2026-10-15T15:24:00Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-106,hospital_zone,35.1,443.4,30.8,16.33\ncell-361,south_cluster,48.7,87.1,34.9,23.45\ncell-384,south_cluster,27.0,263.4,23.5,14.20\ncell-481,north_cluster,40.2,451.2,35.4,15.00\ncell-791,stadium,47.8,287.1,33.1,12.79\ncell-808,stadium,91.5,386.9,59.0,8.44\ncell-815,north_cluster,74.3,214.5,51.3,1.64\n", "truth": {"action": "prioritise", "class": "video_streaming", "scope": "stadium", "target_cluster": "none", "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": "e716a256527b717df3f99def38f90b4c8101170cef95573d7a11cae2eb4d5068", "telemetry_sha256": "d9d3d066535d283e3440abacf5a12dfb4579a71bc472b50e80c8cf9fc2ec7bc8", "tokens_cl100k": {"telemetry": 208, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-808", "edge_ue_thr_mbps": "cell-815"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0050", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 emergency protocol, the operator shall elevate tactical first-responder voice communications to critical priority level across all sectors within the south cluster for a duration of fifteen minutes.", "telemetry": "KPM telemetry snapshot at 2026-10-04T18:43:25Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-337,south_cluster,62.1,383.6,45.7,32.24\ncell-560,hospital_zone,18.4,567.1,24.2,25.64\ncell-597,north_cluster,27.0,362.3,30.8,1.27\ncell-608,hospital_zone,21.7,290.7,20.2,9.76\ncell-747,stadium,74.3,107.3,50.5,12.00\ncell-751,stadium,25.6,568.5,19.9,29.30\ncell-800,south_cluster,89.0,170.5,57.0,21.51\n", "truth": {"action": "prioritise", "class": "mission_voice", "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": "4cd825a1bed40bb370bf0cd0bcccc711a6627d1e236d001c09de9df29b5f6da2", "telemetry_sha256": "27da284e78d2134d230841dc349bf3c7ccd4ee18ddefe8481e247c4527711151", "tokens_cl100k": {"telemetry": 208, "text": 32}, "extreme_cells": {"prb_util_pct": "cell-800", "edge_ue_thr_mbps": "cell-597"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0051", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: Cancel all special prioritization and revert mission-critical first-responder voice communications back to default profile across the north cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-10T20:49:03Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-266,south_cluster,86.7,284.4,60.4,20.55\ncell-385,south_cluster,95.8,41.4,63.8,23.90\ncell-651,hospital_zone,15.6,276.6,19.7,21.41\ncell-716,north_cluster,57.3,213.2,37.1,15.68\ncell-774,hospital_zone,28.1,598.5,28.0,12.93\ncell-848,stadium,61.1,120.3,47.0,26.43\ncell-979,stadium,57.1,626.9,43.7,0.58\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": "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": "dc721c6159e46c838e39022c3ae624ae8bbd9099e21d60d40c89b6724d5bd199", "telemetry_sha256": "6cb80f1208a5d3eda4174b01d265c92444b4c28988aa8b3a50bf1c971e86fd04", "tokens_cl100k": {"telemetry": 208, "text": 27}, "extreme_cells": {"prb_util_pct": "cell-385", "edge_ue_thr_mbps": "cell-979"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0052", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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, please boost bulk analytics data uploads to critical priority on cells where edge users experience the worst throughput until this event ends.", "telemetry": "KPM telemetry snapshot at 2026-10-03T06:23:26Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-161,stadium,86.2,454.4,58.7,18.26\ncell-382,south_cluster,22.9,368.6,21.0,29.42\ncell-415,north_cluster,25.8,451.5,22.1,8.47\ncell-430,north_cluster,25.3,111.1,27.4,1.30\ncell-545,stadium,31.1,615.6,22.3,23.73\ncell-924,hospital_zone,68.2,369.0,43.9,27.76\ncell-989,south_cluster,26.2,499.8,20.2,27.75\n", "truth": {"action": "prioritise", "class": "analytics_offload", "scope": "worst_edge_cells", "target_cluster": "north_cluster", "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": "f027c51bc995adfee1b66219d603e51c51882f58b5e59d6dd3d09a1306a6724f", "telemetry_sha256": "d5af40f8478b10dd760d82266696090e13418f0455583ff8fccf18800247add3", "tokens_cl100k": {"telemetry": 208, "text": 25}, "extreme_cells": {"prb_util_pct": "cell-161", "edge_ue_thr_mbps": "cell-430"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0053", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 network engineers, for all radio sectors currently suffering severe congestion, please permit tactical push-to-talk audio services for first responders to execute compute tasks as far outward as the metropolitan edge computing facility. This routing allowance remains in effect until specifically cancelled.", "telemetry": "KPM telemetry snapshot at 2026-10-01T15:00:09Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-135,north_cluster,64.6,416.5,39.1,0.62\ncell-420,north_cluster,59.0,254.1,43.4,3.77\ncell-470,stadium,43.2,128.1,34.3,23.43\ncell-561,south_cluster,30.2,43.4,23.0,13.64\ncell-803,hospital_zone,34.7,566.0,25.2,7.85\ncell-903,hospital_zone,24.6,216.1,28.6,6.08\ncell-993,south_cluster,87.5,88.4,58.7,4.75\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": "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": "6c70f07748e75bb44ca957db85c59adc7e71427b68c54db39655b037f177ec26", "telemetry_sha256": "5c7182a6b7011565c6bdb4ddbab7bb8de35c178a3816ae8aa5a390452c9b10f2", "tokens_cl100k": {"telemetry": 209, "text": 48}, "extreme_cells": {"prb_util_pct": "cell-993", "edge_ue_thr_mbps": "cell-135"}, "decoy_cell": null, "rules_ignored_cluster": "south_cluster"}}
+{"case_id": "ranintent_v1_dev_0054", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: Rescind previous QoS overrides and restore standard nominal handling for interactive cloud gaming and XR streams across south sector cell sites.", "telemetry": "KPM telemetry snapshot at 2026-10-18T20:13:57Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-117,stadium,39.4,257.8,30.5,13.14\ncell-152,stadium,25.5,469.7,22.0,15.86\ncell-307,hospital_zone,95.2,283.9,53.8,6.70\ncell-548,south_cluster,80.5,276.0,52.6,0.62\ncell-609,north_cluster,17.3,72.8,15.8,28.79\ncell-618,north_cluster,78.2,338.1,46.9,18.00\ncell-684,hospital_zone,63.1,276.2,40.9,25.72\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": "d115753653cf0e53ffb946c28cfe3af48ee32c55a29ad7894b31600ea79e072f", "telemetry_sha256": "7a58d44343b97651fbba6f40366bf43783ed09590c6e671d67126d9c4b3ebcda", "tokens_cl100k": {"telemetry": 208, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-307", "edge_ue_thr_mbps": "cell-548"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0055", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 request: guarantee at least a 10 percent share of radio resources for cloud gaming and XR traffic on the most congested cells right now.", "telemetry": "KPM telemetry snapshot at 2026-10-07T13:03:09Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-136,stadium,32.2,270.7,26.4,31.80\ncell-181,stadium,54.4,391.0,37.8,15.02\ncell-312,hospital_zone,53.8,528.5,42.1,15.01\ncell-363,south_cluster,38.4,290.9,33.9,32.75\ncell-446,hospital_zone,23.8,645.0,29.5,0.81\ncell-526,south_cluster,74.0,538.4,46.5,18.32\ncell-903,north_cluster,89.7,603.7,58.7,26.27\n", "truth": {"action": "guarantee_share", "class": "xr_gaming", "scope": "most_loaded_cells", "target_cluster": "north_cluster", "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": "6cb702361e5e3cb83275e1dabac203816a15dec47e25bdd1fd8fa93f834f0a1f", "telemetry_sha256": "3bee1a7b8cc8a6975b9f16dd0238188279d10c0cfa0413c990bf024b8f51f5cb", "tokens_cl100k": {"telemetry": 208, "text": 31}, "extreme_cells": {"prb_util_pct": "cell-903", "edge_ue_thr_mbps": "cell-446"}, "decoy_cell": null, "rules_ignored_cluster": "north_cluster"}}
+{"case_id": "ranintent_v1_dev_0056", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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 provider shall revoke all prior traffic management rules and reinstate default baseline provisioning for first-responder mission-critical voice communications across the stadium cluster.", "telemetry": "KPM telemetry snapshot at 2026-10-08T09:14:44Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-126,stadium,86.9,470.3,55.3,29.48\ncell-217,south_cluster,73.2,341.2,46.7,12.26\ncell-432,stadium,69.4,542.4,52.2,32.08\ncell-581,hospital_zone,73.9,522.1,46.5,33.20\ncell-618,hospital_zone,46.7,194.9,32.8,26.77\ncell-716,north_cluster,42.6,80.0,36.4,14.36\ncell-803,south_cluster,20.4,161.2,27.8,1.03\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": "ab69b6ba2be59ef02e71399f8d0e5437dc56b42e76acbdd0515b5518b44e2168", "tokens_cl100k": {"telemetry": 208, "text": 29}, "extreme_cells": {"prb_util_pct": "cell-126", "edge_ue_thr_mbps": "cell-803"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0057", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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: Clear all prior overrides and reset standard network handling for general background traffic on radio nodes where edge users report minimal data rates.", "telemetry": "KPM telemetry snapshot at 2026-10-12T12:32:20Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-137,north_cluster,19.0,357.6,27.1,16.24\ncell-311,stadium,65.7,621.3,40.0,26.14\ncell-628,hospital_zone,43.8,481.0,32.7,1.19\ncell-697,south_cluster,44.5,320.5,35.5,9.78\ncell-699,hospital_zone,41.4,509.6,37.2,10.21\ncell-851,stadium,89.4,212.6,58.4,19.73\ncell-982,south_cluster,22.0,188.8,23.7,34.22\n", "truth": {"action": "revert_default", "class": "best_effort", "scope": "worst_edge_cells", "target_cluster": "hospital_zone", "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": "dab64649b5c102c5f59a9e06548cc7dbcd04f782b2f96658a78b38a7445885fc", "telemetry_sha256": "9b963a9b570178720b1d5907809876afb4631cedb08c8c28f8b6d01b37e23ad4", "tokens_cl100k": {"telemetry": 208, "text": 28}, "extreme_cells": {"prb_util_pct": "cell-851", "edge_ue_thr_mbps": "cell-628"}, "decoy_cell": null, "rules_ignored_cluster": "hospital_zone"}}
+{"case_id": "ranintent_v1_dev_0058", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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, revert all first-responder voice talkgroup channels back to their standard baseline profile in the southern cell sites.", "telemetry": "KPM telemetry snapshot at 2026-10-16T19:33:00Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-113,south_cluster,44.6,193.2,30.5,34.22\ncell-278,south_cluster,72.2,347.5,46.1,11.38\ncell-284,north_cluster,23.9,409.4,21.6,3.99\ncell-343,hospital_zone,90.4,646.9,53.1,34.12\ncell-419,stadium,80.3,341.3,56.0,0.62\ncell-469,north_cluster,73.6,273.1,50.8,15.31\ncell-909,stadium,50.3,463.8,40.1,17.92\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": "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": "7a7b10d10a9454a554f7d81b60f4bdf31d58b310a1a341d9b76b5b11f665c0e4", "telemetry_sha256": "bdc0a62cd8e8588722a2ba5080a93a2eeffe2c0219229b32550f3e1aac1d6d06", "tokens_cl100k": {"telemetry": 208, "text": 23}, "extreme_cells": {"prb_util_pct": "cell-343", "edge_ue_thr_mbps": "cell-419"}, "decoy_cell": null}}
+{"case_id": "ranintent_v1_dev_0059", "condition": "c7_fresh", "n_cells": 7, "quality": "fresh", "split": "dev", "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, we need to roll back all temporary policies applied to cloud gaming sessions and interactive virtual reality flows throughout the south cluster. Please return this service class to its original default profile.", "telemetry": "KPM telemetry snapshot at 2026-10-03T21:39:30Z; 7 cells\ncell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps\ncell-226,south_cluster,93.6,374.8,59.4,31.23\ncell-242,north_cluster,44.5,157.4,34.0,10.58\ncell-293,stadium,18.4,602.9,19.0,0.87\ncell-699,north_cluster,79.3,352.8,55.8,27.38\ncell-776,hospital_zone,62.3,247.8,48.3,9.66\ncell-921,stadium,80.9,387.8,52.3,27.51\ncell-926,hospital_zone,34.8,221.7,25.7,30.03\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": "aa470d4a1a37be86815b5ec274672d07fefc7fc4bb4b6f63b6195239bc782ad2", "telemetry_sha256": "8fa40ed33ef4fd71e30291f3e46433554c612afb861787d92c3393dced7caa7d", "tokens_cl100k": {"telemetry": 208, "text": 37}, "extreme_cells": {"prb_util_pct": "cell-226", "edge_ue_thr_mbps": "cell-293"}, "decoy_cell": null}}