case_id stringlengths 22 22 | condition stringclasses 1
value | n_cells int64 21 21 | quality stringclasses 1
value | split stringclasses 1
value | half stringclasses 2
values | issuer dict | text stringlengths 98 352 | telemetry stringlengths 1.02k 1.04k | truth dict | meta unknown |
|---|---|---|---|---|---|---|---|---|---|---|
ranintent_v1_test_0000 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Trouble Ticket: Configure an end-to-end latency threshold of 10 ms for sensor and meter reporting data on cells where boundary user throughput is minimal. | KPM telemetry snapshot at 2026-10-03T18:36:39Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-107,hospital_zone,25.0,482.2,25.4,13.31
cell-204,north_cluster,80.3,309.6,49.6,14.74
cell-213,stadium,54.5,622.8,44.2,32.61
cell-225,stadium,81.8,582.0,57.6,4.13
cell-276,south_cluster,51... | {
"action": "set_latency_target",
"class": "iot_metering",
"scope": "worst_edge_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "10",
"duration": "unspecified"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "f5d5a56460b9519a0c5f8c7117bde4965610f7feda5725078a463d9f62154b7b",
"telemetry_sha256": "d784220a776e60b452d5903a6177b113009bc3da7... |
ranintent_v1_test_0001 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Axis Robotics ops: please guarantee at least twenty percent of physical transmission blocks for our automated machinery feedback loops on cells where boundary user throughput is poorest until this incident ends. | KPM telemetry snapshot at 2026-10-14T20:29:57Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-136,hospital_zone,20.9,247.7,20.7,12.24
cell-148,hospital_zone,70.1,535.5,47.2,19.92
cell-195,hospital_zone,76.6,334.7,49.6,28.57
cell-200,south_cluster,57.1,641.0,36.9,24.33
cell-237,nor... | {
"action": "guarantee_share",
"class": "factory_control",
"scope": "worst_edge_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "20",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "d37e15bc3b3e5f641744839cc02a81038b8fa62bc6e61c4c3a56889ef435720f",
"telemetry_sha256": "d1e719cb9cbc0cf0f1eb7d4e34b0cf84dfd06fb2... |
ranintent_v1_test_0002 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Pursuant to operating policy, the network provider shall void prior modifications and restore standard default profile for unclassified best-effort user data throughout the north cluster. | KPM telemetry snapshot at 2026-10-27T20:43:40Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-109,south_cluster,30.6,144.2,29.3,10.03
cell-116,north_cluster,65.2,616.6,50.2,5.89
cell-170,stadium,25.5,114.4,22.0,12.39
cell-298,stadium,73.9,432.5,46.3,29.73
cell-359,north_cluster,41... | {
"action": "revert_default",
"class": "best_effort",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "9e2116d078ce6aa8efefe329ad66218770c071f4ec8a6d79a1c529745b141861",
"telemetry_sha256": "b2d00dccbfd852fa25157d937cf27434e2ddc70... |
ranintent_v1_test_0003 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | API note: Constrain compute execution for first-responder tactical voice to remain within the metro edge data hub on base stations where peripheral users experience poorest throughput. | KPM telemetry snapshot at 2026-10-18T10:57:34Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-104,north_cluster,49.8,463.1,37.6,32.11
cell-149,stadium,43.7,444.6,31.4,22.08
cell-279,north_cluster,69.9,364.4,43.3,19.62
cell-310,north_cluster,66.4,609.6,50.0,5.68
cell-363,south_clus... | {
"action": "restrict_edge",
"class": "mission_voice",
"scope": "worst_edge_cells",
"target_cluster": "north_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "metro_edge",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "da8a90050d9bf2de12c877e6b7ab75dd083e05c29aa9769f4ac7ca7321f3116e",
"telemetry_sha256": "1a1ef8ed744842e35fb11c5ca1db976... |
ranintent_v1_test_0004 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hey assistant, set interactive XR and cloud gaming streams to high priority in the hospital zone for one hour. | KPM telemetry snapshot at 2026-10-18T13:29:38Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-116,north_cluster,32.4,218.9,24.1,30.28
cell-198,north_cluster,21.9,592.9,22.9,21.10
cell-222,north_cluster,15.6,124.6,17.6,22.22
cell-225,hospital_zone,34.9,354.3,30.8,26.92
cell-257,sta... | {
"action": "prioritise",
"class": "xr_gaming",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "3c827f84e6870975988c2efd214dc9c3a2125ded4c564d38886156efd49cf959",
"telemetry_sha256": "dcf5c7a18c612830251e8d8a2b88de6... |
ranintent_v1_test_0005 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Dear Network Team, Axis Robotics asks that you degrade scheduling precedence for automated machine feedback communications to low priority on base stations where peripheral users endure lowest data throughput. Please maintain this condition until further instructions. | KPM telemetry snapshot at 2026-10-26T15:31:55Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-204,stadium,26.8,382.6,22.1,17.46
cell-216,south_cluster,25.1,294.2,18.7,28.26
cell-234,hospital_zone,26.2,74.8,19.2,17.36
cell-270,south_cluster,58.2,575.2,43.8,6.28
cell-398,hospital_zo... | {
"action": "deprioritise",
"class": "factory_control",
"scope": "worst_edge_cells",
"target_cluster": "stadium",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "dd710766ed4283ab82f3d6e88b2fb7826d671d2c9d58a578a6f85aac2b53eef4",
"telemetry_sha256": "e7fddd1c69c3c16ea56fb3a29fe7e4833533d39ecca272708f3... |
ranintent_v1_test_0006 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Ticket opened by Civic Safety Agency: Assign high priority dispatch to emergency video feeds from ambulances and police cameras across the stadium cluster for a duration of one hour. | KPM telemetry snapshot at 2026-10-23T14:11:27Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-130,north_cluster,76.5,270.8,47.1,28.99
cell-184,south_cluster,93.2,292.9,58.2,30.24
cell-215,stadium,66.1,381.6,42.0,5.78
cell-242,hospital_zone,52.1,382.5,39.6,27.15
cell-283,hospital_z... | {
"action": "prioritise",
"class": "emergency_video",
"scope": "stadium",
"target_cluster": "none",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "bd151e89b807d2e4b8e91a96e4a00c9460c29e218c125350d6e75c9f5f6fee0f",
"telemetry_sha256": "50886f6d4b7f6d1a5258e72dc510d4de580c5de6e... |
ranintent_v1_test_0007 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | NOC notice: permit interactive gaming and XR processing to reach outward to a regional cloud center on cells where edge user throughput is lowest until the incident ends. | KPM telemetry snapshot at 2026-10-25T16:26:33Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-128,hospital_zone,40.2,399.5,36.6,16.04
cell-135,hospital_zone,76.6,359.2,49.3,27.18
cell-149,south_cluster,28.8,267.9,27.3,7.83
cell-218,north_cluster,93.9,91.1,63.1,6.31
cell-310,hospit... | {
"action": "relax_edge",
"class": "xr_gaming",
"scope": "worst_edge_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "regional_cloud",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "27525ff2024026d09d2d2208024c220d5fd44ee8172c6b1c015d57cb9cc3881e",
"telemetry_sha256": "845e9b2881d18227fe5d05036f2c23b62c550aef... |
ranintent_v1_test_0008 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The operator agrees to reassign automated machine feedback loop traffic to low queue priority throughout the hospital zone. | KPM telemetry snapshot at 2026-10-05T17:58:29Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-205,hospital_zone,74.0,495.9,43.5,29.39
cell-227,stadium,37.9,474.8,27.2,18.95
cell-281,stadium,43.7,538.7,33.9,21.82
cell-308,north_cluster,93.5,606.4,62.7,13.77
cell-347,hospital_zone,7... | {
"action": "deprioritise",
"class": "factory_control",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "85c15c50752fb30de4082e5b8bdbaefcd835e5348b2ea17c961522be4854322b",
"telemetry_sha256": "fbea10642d1a7957b32c28f851a21f535384ae3... |
ranintent_v1_test_0009 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | API directive: Escalate automated machine feedback control communications to critical highest priority across the stadium cluster for a fifteen-minute duration. | KPM telemetry snapshot at 2026-10-05T15:24:19Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-127,south_cluster,79.8,394.3,47.3,9.84
cell-168,south_cluster,33.9,110.6,31.0,22.96
cell-179,hospital_zone,59.9,150.1,36.2,6.41
cell-208,stadium,47.6,501.3,39.4,21.03
cell-342,north_clust... | {
"action": "prioritise",
"class": "factory_control",
"scope": "stadium",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "065b38029f84e84bb94cdd907bda8e6f9c02b2486a41a874ac22041bd634ac50",
"telemetry_sha256": "90e7fd81185f29e37f6ab6621b9e7ee... |
ranintent_v1_test_0010 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Hey assistant, enforce a latency budget of 5 ms for consumer video streaming on base stations where edge users endure lowest data throughput for one hour. | KPM telemetry snapshot at 2026-10-04T08:48:08Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-141,south_cluster,83.3,398.0,58.1,12.28
cell-147,stadium,42.0,64.8,34.7,8.30
cell-187,stadium,29.3,611.2,31.4,31.65
cell-289,stadium,61.0,349.8,44.6,9.93
cell-291,north_cluster,35.2,176.1... | {
"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"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "00464c2df365e98c4e4cc7d5ba5fdfc0ada0e8b91162e81c77e8cc97e3707d7e",
"telemetry_sha256": "b986c98720e01158c1b2625c40fc3dd... |
ranintent_v1_test_0011 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Dear team, please downgrade bulk analytics upload streams to low priority on sectors undergoing maximum saturation until the ongoing event finishes. | KPM telemetry snapshot at 2026-10-02T21:37:52Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-130,stadium,78.2,591.5,47.8,29.87
cell-158,stadium,93.5,463.4,61.4,10.01
cell-159,hospital_zone,79.8,303.7,52.6,15.33
cell-164,north_cluster,74.5,641.7,46.0,20.82
cell-186,north_cluster,5... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "most_loaded_cells",
"target_cluster": "stadium",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "31a0b5b7d8da9f6f5697b4c21c34b15cf27d22a5ce5806a8e0b8f4c908172872",
"telemetry_sha256": "92bafd7b1d651485ba8adf341b857105a6c5a0a61dad9e75303... |
ranintent_v1_test_0012 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Ticket request from Axis Robotics: Discontinue past overrides and revert low-rate sensor reporting telemetry to standard default parameters across the south cluster. | KPM telemetry snapshot at 2026-10-17T11:50:43Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-116,south_cluster,16.4,285.9,16.3,33.36
cell-126,stadium,64.1,531.8,44.1,15.42
cell-134,stadium,78.9,175.1,49.3,23.16
cell-135,hospital_zone,52.5,214.8,41.8,31.67
cell-177,hospital_zone,1... | {
"action": "revert_default",
"class": "iot_metering",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "b3799557852d7e8992343b0907fc3bc7dc0f9b2cae32fb1c8615705f97ddfe04",
"telemetry_sha256": "a8a76a2a1513acead89874239772cf115bdc6a146... |
ranintent_v1_test_0013 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | Datacrest alert: please step down our bulk edge analytics uploads to normal priority in the stadium cluster for the next hour. | KPM telemetry snapshot at 2026-10-16T12:11:33Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-275,south_cluster,46.6,326.1,40.8,19.65
cell-337,south_cluster,54.0,89.1,35.4,6.32
cell-419,north_cluster,47.9,558.9,31.1,24.11
cell-427,stadium,91.7,569.7,51.9,26.86
cell-438,hospital_zo... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "stadium",
"target_cluster": "none",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "2582714ac04462eb355276668b10b22a67cb886af2fe12f03f0db1d1f8211336",
"telemetry_sha256": "f357d820e255c3fd519a45b3df68b793208732e2... |
ranintent_v1_test_0014 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | Under the provisions of the SLA, the network operator covenants to reduce dispatch precedence for Datacrest Analytics bulk data ingestion to normal priority across the hospital zone until the active situation concludes. | KPM telemetry snapshot at 2026-10-09T18:35:26Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-121,north_cluster,59.5,312.2,43.2,13.08
cell-184,north_cluster,25.5,403.2,20.0,4.90
cell-231,south_cluster,54.3,618.3,43.8,19.54
cell-237,north_cluster,26.0,80.3,26.3,17.77
cell-297,hospi... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "a1af0c1f5d4a3756267bd6f261a6d803866d8df4330a998d74a21da6653bd3f1",
"telemetry_sha256": "38e2009935a189dd763999e5b64cacd64467f0f... |
ranintent_v1_test_0015 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | API note: Limit compute processing for ambulance and body camera video to remain within a regional cloud facility on cells experiencing peak congestion for one hour. | KPM telemetry snapshot at 2026-10-16T06:57:01Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-151,stadium,25.5,454.0,23.0,25.66
cell-165,hospital_zone,89.8,486.1,52.0,34.24
cell-197,north_cluster,21.6,124.8,21.7,5.97
cell-213,north_cluster,80.3,633.7,50.2,24.52
cell-251,hospital_z... | {
"action": "restrict_edge",
"class": "emergency_video",
"scope": "most_loaded_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "regional_cloud",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "1fe971c3a6a23a32703641fdb10c7c35f67a47a4a460ab0c46d08b53da698c8e",
"telemetry_sha256": "d94edffad957799deb596ae58561eb7... |
ranintent_v1_test_0016 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Assistant, downgrade first-responder tactical voice transmissions to normal priority in the stadium cluster for fifteen minutes. | KPM telemetry snapshot at 2026-10-04T11:09:32Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-108,stadium,22.3,587.2,21.6,27.89
cell-118,north_cluster,62.3,80.5,43.5,24.92
cell-119,south_cluster,63.0,640.4,49.0,1.86
cell-160,hospital_zone,17.5,516.3,15.2,19.17
cell-192,stadium,33.... | {
"action": "deprioritise",
"class": "mission_voice",
"scope": "stadium",
"target_cluster": "none",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "d2f361a467dc982e84135f297986877f04f4ca4a7da92d0c0b6bb64a4876606c",
"telemetry_sha256": "eee0af0a0411d74d9ce5e06e454a3a9... |
ranintent_v1_test_0017 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hi RAN team, please limit generic best-effort internet traffic to an upper ceiling of 70 percent of available radio resources on base stations where edge user throughput is at its minimum. | KPM telemetry snapshot at 2026-10-21T10:08:21Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-114,north_cluster,49.5,373.3,35.4,25.41
cell-151,stadium,79.0,111.9,47.0,4.87
cell-171,hospital_zone,21.8,452.1,27.0,20.49
cell-181,stadium,49.5,161.2,31.7,26.45
cell-186,hospital_zone,20... | {
"action": "cap_share",
"class": "best_effort",
"scope": "worst_edge_cells",
"target_cluster": "stadium",
"priority": "unspecified",
"prb_share": "70",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "b9ecb0ba0ef7bd6e88afbe728b72574cf540652b16fb4880713d2b74a56b6342",
"telemetry_sha256": "2f55a5192abe01daddaaeb2e8d961738d151c1a3ec7785b3b6e... |
ranintent_v1_test_0018 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Operations Ticket: Demote automated machine closed-loop control communications to normal priority on sectors experiencing peak congestion until revoked. | KPM telemetry snapshot at 2026-10-24T14:01:53Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-138,south_cluster,30.7,265.9,29.4,25.74
cell-181,north_cluster,61.8,342.0,48.6,9.04
cell-259,south_cluster,23.2,287.4,17.7,0.61
cell-274,hospital_zone,43.5,149.8,34.1,27.70
cell-289,hospi... | {
"action": "deprioritise",
"class": "factory_control",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "30b362e14dc7a44806aa9e221ea52cc9595421aa27be1ba8be542ba2d28f867a",
"telemetry_sha256": "2b526806ae0644479817bccc46252e2a72bad8f7b... |
ranintent_v1_test_0019 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | NOC channel: please allocate a dedicated minimum share of 20% radio resource capacity for generic best-effort internet traffic on cells where fringe users observe poorest throughput for one hour. | KPM telemetry snapshot at 2026-10-03T19:42:28Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-124,stadium,37.1,162.3,32.8,33.51
cell-152,stadium,73.5,379.3,43.3,34.38
cell-171,stadium,54.3,354.2,35.5,18.87
cell-201,north_cluster,27.7,439.1,29.3,12.29
cell-263,hospital_zone,53.0,45... | {
"action": "guarantee_share",
"class": "best_effort",
"scope": "worst_edge_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "20",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "0a8e9980d854784cc86e9fe38457f12e483f178e7e7135b24b1275235fb498ea",
"telemetry_sha256": "6cd3e33d93c623010344325a0858dec817411e3f... |
ranintent_v1_test_0020 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Pursuant to operating terms, the mobile network operator shall grant high priority queue scheduling to emergency first responder tactical voice communications on all radio sites where boundary subscribers endure lowest throughput for a 15-minute duration. | KPM telemetry snapshot at 2026-10-04T19:53:09Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-125,stadium,16.1,327.0,18.6,3.69
cell-314,north_cluster,64.8,522.4,38.6,28.96
cell-331,hospital_zone,41.4,282.3,28.9,8.51
cell-344,stadium,31.9,635.6,32.7,10.93
cell-377,north_cluster,50.... | {
"action": "prioritise",
"class": "mission_voice",
"scope": "worst_edge_cells",
"target_cluster": "north_cluster",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "7fbc5ca4905427ab9490cc72efa1fadbb9b14f8b3406a70fab36c967eab5dc4f",
"telemetry_sha256": "fb5225a11e453ff5b4e25a964f337ed4f48fd31... |
ranintent_v1_test_0021 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Exposure API note: Restrict interactive XR and cloud gaming streams to no more than 10 percent of radio channel resources on cells where fringe subscribers face lowest throughput for fifteen minutes. | KPM telemetry snapshot at 2026-10-08T18:17:16Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-108,south_cluster,29.9,306.3,27.9,18.05
cell-111,hospital_zone,64.7,272.5,46.8,32.36
cell-198,stadium,67.7,514.8,45.4,19.21
cell-295,south_cluster,20.9,87.4,23.6,18.59
cell-305,hospital_z... | {
"action": "cap_share",
"class": "xr_gaming",
"scope": "worst_edge_cells",
"target_cluster": "stadium",
"priority": "unspecified",
"prb_share": "10",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "af6a04fffe044e1b39016051db27f5e1625c0d21afefd40297a878747c34412e",
"telemetry_sha256": "62aa641adacab36a75d1850c32cd935... |
ranintent_v1_test_0022 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Please step down first-responder tactical voice transmissions to normal priority across the stadium cluster. | KPM telemetry snapshot at 2026-10-15T07:18:12Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-154,north_cluster,71.4,312.0,45.5,13.89
cell-245,stadium,41.5,472.8,30.5,4.38
cell-321,north_cluster,15.4,464.6,22.6,0.69
cell-344,south_cluster,90.6,495.4,53.6,32.94
cell-345,south_clust... | {
"action": "deprioritise",
"class": "mission_voice",
"scope": "stadium",
"target_cluster": "none",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "bb4d3937bacfab340330abd737c3af149b2f14a48c65fa176e4d49b432a79b7c",
"telemetry_sha256": "07f7f324f3477bf432d66be505ff571... |
ranintent_v1_test_0023 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hi all, please clear all active traffic priority adjustments for first responder voice communication talkgroups in the north cluster and restore them to baseline operational settings. | KPM telemetry snapshot at 2026-10-17T20:55:28Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-116,north_cluster,73.0,490.7,51.4,10.79
cell-117,north_cluster,54.6,519.5,38.9,11.87
cell-137,stadium,45.4,411.6,33.9,26.37
cell-143,north_cluster,34.8,563.4,34.9,8.76
cell-262,north_clus... | {
"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"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "af9b2876f2052c2618d016f1c179b5ae5e00668f9586f2f8786557be4401845b",
"telemetry_sha256": "ad1146b87b56b1765cbf094b799a6077a65a08cf3e74cbef001... |
ranintent_v1_test_0024 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Ticket: Boost automated machinery feedback control communications to critical highest priority across the hospital zone for a duration of one hour. | KPM telemetry snapshot at 2026-10-19T13:45:06Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-109,south_cluster,29.6,237.9,31.0,19.57
cell-220,south_cluster,28.2,573.8,26.8,21.03
cell-319,south_cluster,62.2,422.3,47.3,1.85
cell-342,north_cluster,64.5,447.7,43.3,8.20
cell-370,north... | {
"action": "prioritise",
"class": "factory_control",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "3909c2b6c1f65567de876ca68b8958133327e5113e8f0e13b15f1ae7c96be523",
"telemetry_sha256": "b6ce430d49258791c108588a523abaeb32c96d385... |
ranintent_v1_test_0025 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | NOC channel: boost interactive cloud gaming and XR traffic to top-level critical priority across the stadium cluster until further notice. | KPM telemetry snapshot at 2026-10-10T17:24:47Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-179,hospital_zone,53.5,107.7,41.4,9.76
cell-281,hospital_zone,92.1,97.7,55.6,24.07
cell-324,stadium,67.2,362.0,42.6,33.33
cell-342,north_cluster,47.8,428.6,32.8,20.17
cell-351,south_clust... | {
"action": "prioritise",
"class": "xr_gaming",
"scope": "stadium",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "2014bb21ed4aeee816122f1ef58838191575a65cfdf237f5b83513b387b6ddf6",
"telemetry_sha256": "65285e2fe43b355811063299b55a9e3b3759b722... |
ranintent_v1_test_0026 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | The service provider agrees to guarantee a maximum packet latency of 50 ms for interactive cloud gaming and XR streams on cells suffering extreme load until the active incident resolves. | KPM telemetry snapshot at 2026-10-21T08:04:22Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-113,south_cluster,33.0,82.5,28.4,28.22
cell-120,stadium,43.9,85.4,36.0,13.36
cell-202,south_cluster,76.2,55.6,47.1,22.78
cell-221,hospital_zone,42.3,214.3,38.5,29.72
cell-291,stadium,52.2... | {
"action": "set_latency_target",
"class": "xr_gaming",
"scope": "most_loaded_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "50",
"duration": "event_end"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "5d4525eef54ad6acda4a4485abf690f625df232d785cc379ab5f8dd7790c5428",
"telemetry_sha256": "029c45d41a5b770d9cb0ce8b001d9ff58bff41d... |
ranintent_v1_test_0027 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Exposure note: Assign critical highest-level priority to automated machinery feedback loop communications in the north cluster until specifically revoked. | KPM telemetry snapshot at 2026-10-01T13:12:38Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-122,north_cluster,29.5,227.8,32.7,20.14
cell-140,south_cluster,42.6,413.4,37.2,15.92
cell-160,hospital_zone,61.5,188.5,48.4,18.51
cell-171,north_cluster,37.5,63.1,25.2,16.59
cell-173,nort... | {
"action": "prioritise",
"class": "factory_control",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "857bb85acd72d89db7702762bf6a470e74e90e118359a7f07881d40667f81c39",
"telemetry_sha256": "e7898119a6fafee3efb7426a74d594c... |
ranintent_v1_test_0028 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Assistant, keep latency under 100 ms for our sensor and meter updates on the most congested cells until I revoke it. | KPM telemetry snapshot at 2026-10-23T18:31:29Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-153,north_cluster,65.5,470.1,44.0,12.51
cell-173,hospital_zone,49.6,342.5,39.2,19.68
cell-199,hospital_zone,57.3,81.3,37.1,0.47
cell-226,stadium,68.5,321.3,42.2,11.77
cell-265,stadium,88.... | {
"action": "set_latency_target",
"class": "iot_metering",
"scope": "most_loaded_cells",
"target_cluster": "stadium",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "100",
"duration": "until_revoked"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "5abed37ebceb0856c72042b74b4cc09941500404c54d3a3dff4617b878d3d38c",
"telemetry_sha256": "2c0a3625c3081be66499079c8945631... |
ranintent_v1_test_0029 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hi operations, please bump subscriber streaming video traffic to critical highest priority across the south cluster for fifteen minutes. | KPM telemetry snapshot at 2026-10-14T18:21:19Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-101,stadium,60.1,458.5,41.4,32.34
cell-191,stadium,89.1,312.9,56.4,7.83
cell-251,hospital_zone,80.5,543.2,57.3,25.76
cell-337,south_cluster,39.6,391.7,28.0,15.85
cell-383,hospital_zone,51... | {
"action": "prioritise",
"class": "video_streaming",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "58ccc8f486f0b861f14059c04a55ed683ec25eca6f20a9454072c7066ef238e0",
"telemetry_sha256": "d38d823ff8927597586e87807be912e667207bca0684a4863d1... |
ranintent_v1_test_0030 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Service Ticket: Reduce first-responder tactical voice talkgroups to low priority on cells operating under peak congestion for sixty minutes. | KPM telemetry snapshot at 2026-10-19T08:13:14Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-101,stadium,75.7,366.0,45.8,26.52
cell-103,north_cluster,90.2,534.5,52.1,17.93
cell-186,north_cluster,24.1,304.2,21.7,10.16
cell-218,north_cluster,42.2,361.0,37.6,34.44
cell-221,north_clu... | {
"action": "deprioritise",
"class": "mission_voice",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "f51b2a82421f4e71749fa29075fb7ae6893cf8ff15d2f05ba9d40c72ab844bcb",
"telemetry_sha256": "2ac602996129c58a7ec65766470be5fa765ab7031... |
ranintent_v1_test_0031 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Axis Robotics notice: clear overrides and reinstate default baseline profile for our automated machinery feedback loops on cells operating at maximum capacity. | KPM telemetry snapshot at 2026-10-23T20:37:48Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-126,stadium,32.5,236.8,33.1,20.84
cell-146,hospital_zone,66.5,619.9,49.1,10.48
cell-155,hospital_zone,32.3,320.4,22.9,30.72
cell-188,south_cluster,49.7,397.2,42.1,28.16
cell-256,hospital_... | {
"action": "revert_default",
"class": "factory_control",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "3cccc1014af6976a489ed965f5dceaffff51f5bcf74f6eb3ac3a7cc014d49b07",
"telemetry_sha256": "c6e06d505bee837035b6e51749c0077ebb7c8a82... |
ranintent_v1_test_0032 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The network operator shall enforce a maximum 20 ms packet transit latency for first responder tactical voice communications on base stations where peripheral users observe minimum throughput, lasting fifteen minutes. | KPM telemetry snapshot at 2026-10-22T14:27:59Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-115,north_cluster,36.2,447.3,33.1,6.68
cell-144,stadium,27.0,632.0,20.7,9.86
cell-168,south_cluster,45.9,407.8,33.4,15.03
cell-181,south_cluster,68.0,164.9,40.1,11.01
cell-222,south_clust... | {
"action": "set_latency_target",
"class": "mission_voice",
"scope": "worst_edge_cells",
"target_cluster": "north_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "20",
"duration": "15min"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "5adcff71bd373928d4fe3f516444c3be3677e061ee8638234f5454d986508dc5",
"telemetry_sha256": "c41b1fd177038b1ac39628d944730bb52fc2f39... |
ranintent_v1_test_0033 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Civic Safety API: Cap emergency responder camera feeds at a maximum allocation of 30 percent of radio resources on cells where perimeter users face lowest data rates, effective for 15 minutes. | KPM telemetry snapshot at 2026-10-18T16:19:29Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-121,hospital_zone,95.2,271.6,58.5,10.54
cell-123,north_cluster,46.4,451.4,38.7,21.78
cell-148,hospital_zone,80.0,559.2,51.4,20.42
cell-231,north_cluster,73.7,487.3,48.9,19.70
cell-266,sou... | {
"action": "cap_share",
"class": "emergency_video",
"scope": "worst_edge_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "30",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "6710f6b4885d7a04f074c850bfb43ffafd91606a20c450fbc3bde5d47e7a9963",
"telemetry_sha256": "d5506d8296dca4bc8f70e08022070a5... |
ranintent_v1_test_0034 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Assistant, boost real-time video streams from our police bodycams and ambulances to top critical priority in the hospital zone until revoked. | KPM telemetry snapshot at 2026-10-20T06:32:30Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-134,hospital_zone,33.6,111.7,32.3,6.60
cell-162,south_cluster,32.1,304.3,25.6,12.83
cell-217,stadium,87.4,420.9,54.4,7.49
cell-279,stadium,32.3,198.4,25.4,30.96
cell-284,south_cluster,42.... | {
"action": "prioritise",
"class": "emergency_video",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "b9d3402c028472c72917315d68d575ffbddf11a8ca2ad65b015e9ac9177becdb",
"telemetry_sha256": "c1c1ec409353071a8017989edfcfaaf... |
ranintent_v1_test_0035 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Dear Network Engineers, Civic Safety Agency requests elevating emergency video feeds from ambulances and police body cameras to critical highest priority on all cells under peak congestion until the active incident terminates. | KPM telemetry snapshot at 2026-10-15T08:29:14Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-106,hospital_zone,70.1,50.6,42.2,4.70
cell-113,south_cluster,16.4,548.7,17.7,13.50
cell-126,south_cluster,59.2,57.5,39.9,18.22
cell-134,stadium,83.2,596.9,51.5,14.56
cell-152,stadium,73.7... | {
"action": "prioritise",
"class": "emergency_video",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "0ca9be1cb5eb810ec3d17ac053849f8215207005e973a59bdfad634260d10e50",
"telemetry_sha256": "8aaad0b365ab3db57f3d1c70f7f8bea0daa3cbb65f9df3d3699... |
ranintent_v1_test_0036 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Ticket opened by Civic Safety Agency: Revert tactical first responder voice communications back to default QoS configuration in the south cluster, clearing previous adjustments. | KPM telemetry snapshot at 2026-10-04T11:19:32Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-172,north_cluster,17.7,215.4,24.5,26.82
cell-245,stadium,90.4,579.7,56.7,8.95
cell-280,stadium,65.2,70.7,42.3,9.75
cell-302,stadium,28.2,340.6,28.1,23.64
cell-319,hospital_zone,54.7,294.9... | {
"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"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "5b37af0d5d8d973c94e125fcda57aa53a9620a0e4b30157fdbca1408e469946b",
"telemetry_sha256": "9646232e0e3ab0283ba9688fdbf7fb7487c5e2b1f... |
ranintent_v1_test_0037 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Lumen Media NOC: please permit customer video streaming compute execution to expand as far as the metro edge computing node on cells where fringe users face lowest throughput. | KPM telemetry snapshot at 2026-10-14T06:13:40Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-100,north_cluster,72.0,188.8,53.2,24.05
cell-111,hospital_zone,75.3,152.0,44.0,25.57
cell-115,south_cluster,16.6,412.9,17.0,31.02
cell-158,south_cluster,36.9,139.5,25.3,9.55
cell-159,stad... | {
"action": "relax_edge",
"class": "video_streaming",
"scope": "worst_edge_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "metro_edge",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "1f3c9586b278580bdf86414a333aaa45f451391c71a93ea06c0ae7ed6aa14743",
"telemetry_sha256": "16363f5a0a87220dc666e796c452aec6b74d4848... |
ranintent_v1_test_0038 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Under the provisions of this agreement, the network service provider shall rescind all existing configuration overrides and return low-frequency sensor and meter reporting data to standard default treatment throughout the south cluster. | KPM telemetry snapshot at 2026-10-16T16:04:26Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-153,hospital_zone,30.9,276.5,28.0,15.33
cell-161,south_cluster,46.5,505.0,40.1,29.05
cell-166,south_cluster,65.8,379.5,43.2,33.02
cell-240,hospital_zone,45.1,86.8,37.1,24.27
cell-304,nort... | {
"action": "revert_default",
"class": "iot_metering",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "fc85e81e68d4a6abad889b932b0f637e2eaebf14c045a98582727768df285c09",
"telemetry_sha256": "4a85cb47e4074b80bdea3818f32dfe8c1d4e717... |
ranintent_v1_test_0039 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Exposure note: Guarantee a minimum allocation of 20% transmission resource blocks for bulk analytics upload data on cells where edge clients experience lowest data rates until the active event finishes. | KPM telemetry snapshot at 2026-10-01T17:26:18Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-222,stadium,47.5,196.9,29.8,7.20
cell-313,north_cluster,32.3,617.8,22.6,24.35
cell-353,hospital_zone,68.5,116.4,50.1,24.64
cell-371,south_cluster,79.2,443.1,55.6,34.04
cell-397,north_clus... | {
"action": "guarantee_share",
"class": "analytics_offload",
"scope": "worst_edge_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "20",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "25e1e454fbfc5d743d7a7e7c87f9cdef55fb6418ceb5530deacbfdcbb4b10dcb",
"telemetry_sha256": "d574be33585e40a529d3eebd5f2e7d6... |
ranintent_v1_test_0040 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | For Datacrest Analytics, ensure our bulk uploads destined for edge analytics workloads are processed no further upstream than the on-site machines deployed directly at the cell towers, across all cells currently suffering peak congestion. | KPM telemetry snapshot at 2026-10-16T09:05:36Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-108,north_cluster,42.5,204.7,32.1,1.70
cell-276,stadium,52.0,348.6,36.5,31.60
cell-384,north_cluster,38.6,463.3,30.0,15.28
cell-399,hospital_zone,61.4,625.4,37.4,25.90
cell-401,hospital_z... | {
"action": "restrict_edge",
"class": "analytics_offload",
"scope": "most_loaded_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "on_site",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 2,
"is_replacement": false,
"prompt_sha256": "1263d1332371564c7267ecdbc71c3885cd058cd8ee13fa19a4ff54658032ad1f",
"telemetry_sha256": "822091dfcb663b52a3b9219702f9b2b... |
ranintent_v1_test_0041 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hello team, please ensure a dedicated reservation of at least thirty percent of radio bandwidth for general best-effort internet data on cells where peripheral user throughput is lowest until this event concludes. | KPM telemetry snapshot at 2026-10-01T07:17:42Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-143,stadium,47.3,229.2,39.9,28.15
cell-161,hospital_zone,17.7,629.0,25.9,32.70
cell-211,north_cluster,58.4,276.0,35.3,18.62
cell-229,stadium,73.0,435.0,49.7,6.18
cell-245,hospital_zone,35... | {
"action": "guarantee_share",
"class": "best_effort",
"scope": "worst_edge_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "30",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "a06c0bd25379c277c5aa7861fad1ff506a87cfb44633e59913613208739a764a",
"telemetry_sha256": "99e7f3907812282936e19ea32e3da87bd1f69ec2c5a0094e0cf... |
ranintent_v1_test_0042 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Trouble Ticket: Authorize edge compute execution for immersive XR and remote gaming streams to migrate up to a regional cloud facility on access nodes facing peak traffic congestion until revoked. | KPM telemetry snapshot at 2026-10-14T16:23:28Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-110,north_cluster,48.0,254.6,37.5,1.09
cell-164,north_cluster,69.5,564.1,49.5,20.90
cell-228,south_cluster,56.5,107.3,42.4,9.85
cell-245,north_cluster,53.6,236.6,32.9,25.62
cell-269,stadi... | {
"action": "relax_edge",
"class": "xr_gaming",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "regional_cloud",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "cd914d05ecfcc1e326ecacc5357e8a3480add8091450f4de02b2b5d95faa2537",
"telemetry_sha256": "7cfb02ecf76e5bd4ea517acb3297bfe3b3e7e2d57... |
ranintent_v1_test_0043 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | Datacrest notice: drop our bulk analytics data ingestion down to normal priority in the stadium cluster until further notice. | KPM telemetry snapshot at 2026-10-27T07:11:50Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-244,stadium,91.9,201.3,62.1,18.63
cell-258,north_cluster,64.0,621.2,44.0,28.61
cell-340,south_cluster,49.2,110.2,34.6,33.85
cell-350,south_cluster,61.6,598.4,44.7,8.97
cell-371,hospital_z... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "stadium",
"target_cluster": "none",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "bddfd5a29e96f2c28712b66abbe53d8e2f319f3b8644667ab7f41268e4c5db1f",
"telemetry_sha256": "be1fffc192457740d66a622e4c10d1b372a20080... |
ranintent_v1_test_0044 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | The carrier covenants to maintain execution of edge computing tasks for Axis Robotics automated machine closed-loop control strictly on local cell site edge servers across all sectors undergoing highest congestion until revoked. | KPM telemetry snapshot at 2026-10-04T19:07:11Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-148,stadium,18.5,525.9,26.0,13.14
cell-216,hospital_zone,52.2,43.6,39.3,25.86
cell-248,north_cluster,34.0,523.6,25.7,34.35
cell-261,stadium,45.9,95.2,38.6,31.12
cell-269,north_cluster,74.... | {
"action": "restrict_edge",
"class": "factory_control",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "on_site",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "63bb6edbc1372f4baf168f6a73411dcf65a0b5d548e457e3cb7c14f1ac07d009",
"telemetry_sha256": "aa82340e3781eddd17494c957ea98506c710317... |
ranintent_v1_test_0045 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | API submission from Datacrest: Prioritize our bulk edge analytics ingress feeds to high priority throughout the hospital zone for the next hour. | KPM telemetry snapshot at 2026-10-19T09:59:30Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-145,north_cluster,49.8,629.0,42.5,7.66
cell-157,south_cluster,22.9,263.4,28.5,26.66
cell-169,north_cluster,27.6,436.5,28.3,21.36
cell-290,south_cluster,32.4,102.7,25.8,29.54
cell-293,hosp... | {
"action": "prioritise",
"class": "analytics_offload",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "b6aa3407f0f29cb0846cb2e4222e154ceca9a780c0488420e70141238a70606d",
"telemetry_sha256": "66458fa178c9fd9f808bff2ba3c41fb... |
ranintent_v1_test_0046 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Assistant, reduce Lumen Media consumer video streaming to normal priority across the south cluster until revoked. | KPM telemetry snapshot at 2026-10-15T07:43:16Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-149,south_cluster,86.1,91.9,60.2,28.17
cell-197,hospital_zone,60.7,283.5,42.3,9.45
cell-204,hospital_zone,35.8,419.5,28.2,19.09
cell-222,stadium,56.4,223.7,44.8,10.47
cell-305,stadium,63.... | {
"action": "deprioritise",
"class": "video_streaming",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "6e96fecf2c3c37b509bb4c461953b1819305473e7e29a41030e95731e4b4b52d",
"telemetry_sha256": "e006e4c1c4351b1d07bba548bdd4d01... |
ranintent_v1_test_0047 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Dear Network Engineers, please revert all Lumen Media interactive XR and cloud gaming streams to their default configuration in the north cluster, clearing past modifications. | KPM telemetry snapshot at 2026-10-04T11:06:51Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-100,south_cluster,51.3,53.1,36.4,26.07
cell-116,north_cluster,62.4,321.9,41.2,10.28
cell-151,stadium,30.6,466.8,21.8,15.23
cell-197,south_cluster,72.0,372.1,42.6,25.31
cell-221,hospital_z... | {
"action": "revert_default",
"class": "xr_gaming",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "3f6dbeb06745bd97a8ed2cf9f1b18fa4604025dd72d5b1ac0ec8ba1338a58815",
"telemetry_sha256": "4df456cafe2e397b07f63be388dade5090d163344a982f9c2c5... |
ranintent_v1_test_0048 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Operations Ticket: Constrain computing workloads for bulk analytics upload traffic to go no farther than a regional cloud center across sectors where boundary users face lowest throughput. | KPM telemetry snapshot at 2026-10-08T12:50:55Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-105,stadium,22.7,423.4,18.0,14.43
cell-259,south_cluster,63.8,562.6,42.8,14.05
cell-261,north_cluster,34.5,366.2,24.2,24.01
cell-297,hospital_zone,27.0,349.1,22.1,17.07
cell-302,stadium,3... | {
"action": "restrict_edge",
"class": "analytics_offload",
"scope": "worst_edge_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "regional_cloud",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "ec6295b8684bee69b5b21979142318bd7a5688d2de4c7331a21fdaca2ca5a21c",
"telemetry_sha256": "e5e2a0a4265d15bdb8dbadd69872e7f92ab652218... |
ranintent_v1_test_0049 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | NOC notice: ensure compute execution for robotic closed-loop control communications does not exceed the metro edge facility on cells under peak load for the next 15 minutes. | KPM telemetry snapshot at 2026-10-03T20:41:45Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-112,south_cluster,16.7,202.0,14.9,15.22
cell-113,hospital_zone,42.2,414.1,27.2,6.19
cell-157,hospital_zone,39.4,543.0,32.9,18.31
cell-160,south_cluster,29.3,441.3,21.5,10.61
cell-182,sout... | {
"action": "restrict_edge",
"class": "factory_control",
"scope": "most_loaded_cells",
"target_cluster": "stadium",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "metro_edge",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "88532944374df942d15a67cf6347a745700158a4ba994fa9eb7913fbf10e926e",
"telemetry_sha256": "106cb004216f668e9fbe83f3b27a1a6e64909de0... |
ranintent_v1_test_0050 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The operator shall permit offloading of commercial streaming media computations to any available edge site or centralized cloud facility on sectors where peripheral users experience the worst throughput, valid for a 15-minute timeframe. | KPM telemetry snapshot at 2026-10-05T15:15:44Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-122,north_cluster,26.9,527.5,22.7,18.60
cell-134,south_cluster,43.9,644.3,39.5,16.13
cell-150,stadium,78.6,591.0,50.8,21.00
cell-165,stadium,87.9,103.3,60.7,11.97
cell-211,north_cluster,4... | {
"action": "relax_edge",
"class": "video_streaming",
"scope": "worst_edge_cells",
"target_cluster": "north_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "any",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "de3c14c52d182e3e20b25061b9ec919d0f1f6202964afbe000896aed2e309ca3",
"telemetry_sha256": "24cd573015655d8647186800d0b86f71781474c... |
ranintent_v1_test_0051 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | API note: Elevate unclassified best-effort traffic to critical top-level scheduling priority across the south cluster for the next hour. | KPM telemetry snapshot at 2026-10-22T10:07:05Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-137,hospital_zone,58.4,531.6,44.0,4.89
cell-149,stadium,27.5,527.4,29.6,6.06
cell-194,north_cluster,68.7,542.9,50.0,26.69
cell-225,south_cluster,30.5,253.3,24.6,25.99
cell-318,south_clust... | {
"action": "prioritise",
"class": "best_effort",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "4403433e854181a181238a039c9ee3470166e81085249f2512b9de3e200485b6",
"telemetry_sha256": "f197280ba7fce3d3df5de51fc39bb7e... |
ranintent_v1_test_0052 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Assistant, reserve at least 10 percent of radio resources for our low-speed sensors and meters across the most congested cells. | KPM telemetry snapshot at 2026-10-03T17:33:12Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-209,south_cluster,47.8,320.2,31.1,32.42
cell-221,hospital_zone,28.2,568.2,30.3,28.04
cell-269,hospital_zone,43.7,395.8,36.8,8.47
cell-303,stadium,24.2,451.4,18.4,27.85
cell-364,north_clus... | {
"action": "guarantee_share",
"class": "iot_metering",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "unspecified",
"prb_share": "10",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "dc3f2659107bc5a2649cb49e6cd1303be71345a54b1e6c4e07e7c376b37e2871",
"telemetry_sha256": "1c51dca7a67379289a9b5936fab0e84... |
ranintent_v1_test_0053 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hello team, please clear existing priority overrides and revert first responder camera feeds from ambulances and bodycams back to standard handling in the hospital zone. | KPM telemetry snapshot at 2026-10-06T14:03:51Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-120,stadium,59.0,432.3,41.3,14.08
cell-193,south_cluster,43.6,323.9,31.9,14.04
cell-212,hospital_zone,53.1,229.8,38.4,27.52
cell-224,hospital_zone,70.5,480.0,45.7,10.21
cell-248,north_clu... | {
"action": "revert_default",
"class": "emergency_video",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "841e8530047c1c733b58a0ccfdcb3c513b121722f9da7258f9c86004e7199b37",
"telemetry_sha256": "02a4201e06e2e7bbaa6ebabb2c4670960b5a70e1731e301bff8... |
ranintent_v1_test_0054 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Service Ticket: Downgrade best-effort web traffic to low priority in the south cluster until the active incident terminates. | KPM telemetry snapshot at 2026-10-02T07:55:52Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-149,hospital_zone,33.0,141.4,28.6,11.60
cell-183,north_cluster,25.8,546.6,25.2,6.08
cell-219,north_cluster,70.3,634.7,51.6,4.96
cell-308,south_cluster,23.4,465.0,24.6,17.56
cell-373,stadi... | {
"action": "deprioritise",
"class": "best_effort",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "b62603b9e5e35234670e8e757dd8497bd48601e416fc0a3bcaeb222b27970594",
"telemetry_sha256": "143af6d925c62653533344cdc3d500e80f6d6b54c... |
ranintent_v1_test_0055 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | NOC channel: bump interactive cloud gaming and XR sessions to high priority across the stadium cluster for the next 60 minutes. | KPM telemetry snapshot at 2026-10-11T11:07:40Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-176,hospital_zone,25.5,111.0,28.3,34.96
cell-236,stadium,24.3,220.1,26.6,33.92
cell-251,south_cluster,40.1,85.2,34.1,23.56
cell-274,stadium,80.4,577.6,52.0,23.52
cell-282,hospital_zone,73... | {
"action": "prioritise",
"class": "xr_gaming",
"scope": "stadium",
"target_cluster": "none",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "7aa73420b06fdc8ea611cdeaa2ef1ea19270ea7c0da9dca6edac8c2a63e4eba7",
"telemetry_sha256": "5aefee807b083521d36e8ea9d76092e55838308e... |
ranintent_v1_test_0056 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Under emergency provisioning protocols, the operator shall allocate a minimum reservation of 10 percent of radio transmission capacity to emergency responder video streams on cells where fringe subscribers face minimum throughput until revoked. | KPM telemetry snapshot at 2026-10-12T21:25:41Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-111,south_cluster,16.1,376.4,24.9,24.19
cell-129,north_cluster,43.9,513.4,31.8,8.52
cell-294,hospital_zone,19.0,48.1,27.4,31.39
cell-406,south_cluster,22.0,96.8,20.9,21.72
cell-459,north_... | {
"action": "guarantee_share",
"class": "emergency_video",
"scope": "worst_edge_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "10",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "f28d7900312f71b900a4b2196af182850f1585a9ad6cdbdaeeeeb25e7bcc0b8f",
"telemetry_sha256": "45974df1a28232c419efc1be9cc6171cddd5017... |
ranintent_v1_test_0057 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Civic Safety API submission: Revert live streaming video from paramedic ambulances and body worn cameras to default network configuration throughout the stadium cluster. | KPM telemetry snapshot at 2026-10-19T09:46:29Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-173,south_cluster,54.3,445.9,44.8,18.29
cell-203,north_cluster,32.1,445.6,28.2,26.30
cell-225,north_cluster,52.1,107.1,39.2,20.70
cell-227,stadium,24.5,243.4,19.1,25.46
cell-235,stadium,7... | {
"action": "revert_default",
"class": "emergency_video",
"scope": "stadium",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "7b2bc4fe9a4f1d5066cea20e6949002636846cbee90899f095021c9a96fb39ca",
"telemetry_sha256": "4aa491f5f216c45d2166d3bc46b0d54... |
ranintent_v1_test_0058 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Assistant, please raise ambulance and bodycam video streams to high priority in the stadium cluster for the next hour. | KPM telemetry snapshot at 2026-10-16T18:21:32Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-181,hospital_zone,17.0,613.4,18.2,24.64
cell-336,south_cluster,94.4,461.0,59.2,30.90
cell-361,hospital_zone,73.5,386.3,45.9,6.12
cell-417,stadium,16.9,380.5,16.0,30.87
cell-433,stadium,57... | {
"action": "prioritise",
"class": "emergency_video",
"scope": "stadium",
"target_cluster": "none",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "9342d75f58830ebaae99256405958223a672a39308647f981baecdb4cdfbb55f",
"telemetry_sha256": "e8046c02adc025cbcba53beae28bd06... |
ranintent_v1_test_0059 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Hello team, Lumen Media requests rolling back QoS overrides and returning our cloud gaming and XR traffic to standard nominal policy in the south cluster. | KPM telemetry snapshot at 2026-10-10T20:31:20Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-108,stadium,93.0,444.7,60.0,6.00
cell-137,south_cluster,30.7,104.0,27.8,14.82
cell-182,stadium,47.7,288.8,30.1,10.73
cell-183,south_cluster,55.2,283.4,41.8,23.59
cell-191,south_cluster,25... | {
"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"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "79872259bb2f55495c487c54b91a1f3a4c53dfd8de009d004a97a02013a32442",
"telemetry_sha256": "c70fdd57a2eee677bad6670aaf7f4398ad8b6b8751dd64a0641... |
ranintent_v1_test_0060 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Ticket #13401: Cancel active QoS overrides and revert municipal emergency camera feeds to default baseline settings on the most congested sectors. | KPM telemetry snapshot at 2026-10-20T20:49:47Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-114,hospital_zone,66.8,362.8,43.8,34.06
cell-136,hospital_zone,36.2,631.2,28.7,10.05
cell-177,south_cluster,22.5,514.2,20.5,22.45
cell-237,hospital_zone,53.1,614.6,33.4,28.14
cell-257,sou... | {
"action": "revert_default",
"class": "emergency_video",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "d1b88300045c11afe4a6403af0dbb925a8f2220e574bb57c34cda7269687d195",
"telemetry_sha256": "bf7dd58d4cd91e1bce4a127d21e24e7892e3c17eb... |
ranintent_v1_test_0061 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Ops: cap delay at 20 milliseconds for bulk analytics uploads on all congested towers for the next fifteen minutes. | KPM telemetry snapshot at 2026-10-14T09:44:05Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-240,south_cluster,53.0,356.4,36.3,12.24
cell-242,north_cluster,20.9,532.6,19.0,25.24
cell-258,hospital_zone,74.8,166.6,51.9,24.02
cell-274,north_cluster,56.4,598.5,35.9,33.94
cell-285,hos... | {
"action": "set_latency_target",
"class": "analytics_offload",
"scope": "most_loaded_cells",
"target_cluster": "stadium",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "20",
"duration": "15min"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "2792099c3926f60ef52d33c2286e83f2671998f7bac68e9a0615cbb5c2b64412",
"telemetry_sha256": "dec28854f0122c5d80184825ec9b5c47b070a381... |
ranintent_v1_test_0062 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The service provider covenants to guarantee a minimum reservation of 10 percent of radio channel resources for consumer video playback streams on cells where edge clients experience lowest throughput until the active event finishes. | KPM telemetry snapshot at 2026-10-01T12:43:57Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-130,hospital_zone,44.7,123.2,28.5,21.83
cell-209,hospital_zone,16.3,395.7,16.2,32.73
cell-257,north_cluster,63.5,420.4,41.9,10.90
cell-304,north_cluster,44.8,635.6,29.0,14.19
cell-323,sou... | {
"action": "guarantee_share",
"class": "video_streaming",
"scope": "worst_edge_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "10",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "22443c81cab55ae00a554606181fbfe92b178c622697fdc434c9878005fc9a1b",
"telemetry_sha256": "252a3ace85d3e142d289712a87a9346cc244c93... |
ranintent_v1_test_0063 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | API note: Revoke all custom traffic rules and restore commercial video streaming to default baseline configuration across the north cluster. | KPM telemetry snapshot at 2026-10-14T17:35:26Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-140,south_cluster,66.1,573.4,46.8,20.09
cell-204,south_cluster,74.7,315.4,47.8,34.51
cell-283,hospital_zone,87.0,101.6,50.5,19.18
cell-306,stadium,43.6,487.8,35.8,14.44
cell-315,south_clu... | {
"action": "revert_default",
"class": "video_streaming",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "195fbef65298c866f8ae635d52cf4be5b62420c52466e3952726a77dfdbe1859",
"telemetry_sha256": "377beea9c8dfec04ef772de2914dafd... |
ranintent_v1_test_0064 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | Assistant, decrease bulk analytics upload traffic to low priority in the south cluster until revoked. | KPM telemetry snapshot at 2026-10-15T07:31:39Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-161,hospital_zone,53.9,111.2,40.7,29.83
cell-203,stadium,26.6,627.2,29.9,30.58
cell-204,stadium,95.1,201.1,61.8,31.60
cell-238,south_cluster,83.7,447.0,51.6,10.29
cell-305,south_cluster,5... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "c1c632df6c199e778b059485834c7e821f13d4b46e71bf72fd5e1a4bb5464ce1",
"telemetry_sha256": "4bd8a5f147bae365d91f5aefdc04375... |
ranintent_v1_test_0065 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hello team, on towers currently experiencing the heaviest traffic load, please permit video feeds from emergency responder cameras and ambulances to execute on any edge or centralized cloud infrastructure. Keep this operational policy in effect until revoked. | KPM telemetry snapshot at 2026-10-09T12:50:22Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-102,north_cluster,92.2,473.8,58.4,24.65
cell-130,stadium,22.8,519.4,17.9,32.74
cell-160,stadium,67.0,428.5,39.6,11.67
cell-263,stadium,29.7,638.9,22.3,30.23
cell-270,south_cluster,25.5,48... | {
"action": "relax_edge",
"class": "emergency_video",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "any",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "c03470a88192bb692035f4ed7d2845adab32538b7649fc42b3db107e7848dfff",
"telemetry_sha256": "069b0654e1517058b11bf0bc2dfce1e32d6898433a84adc5d98... |
ranintent_v1_test_0066 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Operations Ticket: Guarantee a minimum 70 percent reservation of radio airtime blocks for unclassified best-effort traffic on cells experiencing highest congestion. | KPM telemetry snapshot at 2026-10-15T15:29:26Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-113,stadium,57.7,257.7,46.3,20.77
cell-124,south_cluster,78.0,209.8,56.3,5.98
cell-197,south_cluster,68.8,336.5,42.7,13.34
cell-208,south_cluster,39.5,400.4,27.0,21.40
cell-264,hospital_z... | {
"action": "guarantee_share",
"class": "best_effort",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "70",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "c1b5132fe5c760904b8ada2a3f40ae9c76e835b82cc26d0d356e432a3c2909bf",
"telemetry_sha256": "36d6ce9c3d803e07114e3dcf4fb535c4bf85c6bb6... |
ranintent_v1_test_0067 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Ops team: promote automated machinery feedback loop transmissions to critical highest-tier priority across the stadium cluster. | KPM telemetry snapshot at 2026-10-01T13:56:15Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-121,south_cluster,42.2,144.4,29.4,34.60
cell-141,south_cluster,63.5,347.7,41.9,11.83
cell-240,north_cluster,78.3,635.7,52.1,18.45
cell-291,north_cluster,20.5,641.0,16.6,30.95
cell-301,sta... | {
"action": "prioritise",
"class": "factory_control",
"scope": "stadium",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "7a812f5dbee717e856921a49cfe66ffecb3abd3de49c1774d447cb426d3f0d57",
"telemetry_sha256": "4fe9bcdb8d2e36e5de9d67f162d9f0ae3719b443... |
ranintent_v1_test_0068 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | Datacrest Analytics stipulates that the carrier shall downgrade bulk edge analytics ingestion streams to standard normal priority on cells undergoing peak load for a duration of one hour. | KPM telemetry snapshot at 2026-10-26T16:33:18Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-161,hospital_zone,60.6,320.3,43.9,17.22
cell-200,hospital_zone,73.1,428.5,53.4,33.92
cell-230,stadium,19.4,107.1,15.8,30.62
cell-261,south_cluster,41.2,530.7,35.0,33.55
cell-318,stadium,2... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "607babc2b15fd86b1de5b75959950d5158b695094dd35badbe5386041f9adb19",
"telemetry_sha256": "ddce3ca84cb5f08f6d837c5af49b32a6c7f9b17... |
ranintent_v1_test_0069 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Exposure note from Lumen Media: Downgrade cloud gaming and XR interactive sessions to low priority throughout the stadium cluster until revoked. | KPM telemetry snapshot at 2026-10-27T12:02:31Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-108,hospital_zone,50.6,457.8,32.6,28.59
cell-142,hospital_zone,16.8,165.6,14.6,20.19
cell-151,stadium,28.3,581.9,21.0,27.08
cell-174,north_cluster,45.3,494.2,30.0,25.61
cell-201,south_clu... | {
"action": "deprioritise",
"class": "xr_gaming",
"scope": "stadium",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "de04ff6e66106a53fda4d5d9d7af1f9a17fcc7ff3368edfb1feb963f2889bdf3",
"telemetry_sha256": "2da84a1086d928dad25cca9c932205a... |
ranintent_v1_test_0070 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hey assistant, set standard best-effort web data to normal priority across the south cluster for fifteen minutes. | KPM telemetry snapshot at 2026-10-02T06:38:19Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-118,hospital_zone,43.6,85.4,30.1,33.65
cell-122,south_cluster,53.8,617.1,43.5,5.70
cell-131,north_cluster,59.3,644.9,35.9,24.26
cell-280,hospital_zone,47.3,633.4,37.1,28.04
cell-305,stadi... | {
"action": "deprioritise",
"class": "best_effort",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "normal",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "93a5d71ae27d50428e6a74aa23894effc31a31ebf16eb7fc60273719415a8948",
"telemetry_sha256": "afe4d4080166ce9c025d94e07983ea1... |
ranintent_v1_test_0071 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hi operations, please rescind prior QoS changes and restore bulk analytics upload traffic to standard baseline configuration across the stadium cluster. | KPM telemetry snapshot at 2026-10-21T10:43:20Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-140,south_cluster,22.0,545.8,28.2,23.69
cell-326,stadium,73.9,480.9,51.7,16.78
cell-328,north_cluster,79.3,226.1,51.2,13.63
cell-335,south_cluster,57.6,183.6,38.7,23.34
cell-357,hospital_... | {
"action": "revert_default",
"class": "analytics_offload",
"scope": "stadium",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "68deba93cb69ff8123991d1bebb5506c08bb1a08fc9878040f53a8f3fad7444e",
"telemetry_sha256": "72de64c24c8ec4f6dbc67713dd13cfd69dcf5a4b9573dc2e04c... |
ranintent_v1_test_0072 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Operations Ticket: Civic Safety Agency requests promoting mission-critical first responder voice communications to critical highest priority on cells experiencing peak congestion for 15 minutes. | KPM telemetry snapshot at 2026-10-21T14:38:56Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-112,hospital_zone,38.1,515.5,35.2,30.33
cell-116,north_cluster,80.0,105.0,56.7,5.72
cell-122,north_cluster,80.5,115.4,55.3,30.94
cell-160,hospital_zone,53.8,576.2,34.1,10.27
cell-194,nort... | {
"action": "prioritise",
"class": "mission_voice",
"scope": "most_loaded_cells",
"target_cluster": "stadium",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "c18521b2adb8704e1ceb0ded5efe177cf45b09e8ce014230d33760254ae8c706",
"telemetry_sha256": "73ad1911463917dd5fb9bf78d63425714297c6fe5... |
ranintent_v1_test_0073 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Lumen Media ops: please step down cloud gaming and interactive XR traffic to low priority in the hospital zone for the next hour. | KPM telemetry snapshot at 2026-10-27T17:56:31Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-124,hospital_zone,35.7,365.9,26.3,6.86
cell-173,hospital_zone,80.8,276.2,47.1,5.45
cell-189,south_cluster,68.2,98.4,43.2,20.44
cell-229,north_cluster,19.9,90.9,25.8,21.50
cell-238,stadium... | {
"action": "deprioritise",
"class": "xr_gaming",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "3a84e1adfc047fe1a38c27995ed7ecf623a12a3e334b4e76343bba20518a1869",
"telemetry_sha256": "0489fdf91179bea05d40330a4dac4219a0d80d68... |
ranintent_v1_test_0074 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The network operator covenants to demote generic best-effort internet traffic to low priority dispatch throughout the hospital zone. | KPM telemetry snapshot at 2026-10-20T10:28:09Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-193,north_cluster,26.6,270.0,21.9,6.21
cell-194,stadium,36.2,543.2,29.6,34.67
cell-202,north_cluster,50.0,185.2,31.2,17.63
cell-277,stadium,67.5,586.2,49.8,10.83
cell-354,north_cluster,73... | {
"action": "deprioritise",
"class": "best_effort",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "d52b08641b548b54500020e11e9cb82c05db1905e05a39ec36cc3ec90da87e0c",
"telemetry_sha256": "ba8d67bb05d612af61abe418373326c350ef939... |
ranintent_v1_test_0075 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Exposure note: Confine compute execution for bulk edge analytics ingest to go no farther than a regional cloud center on cells operating under peak load until revoked. | KPM telemetry snapshot at 2026-10-18T18:14:27Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-203,hospital_zone,34.6,337.1,31.3,28.75
cell-334,stadium,18.5,339.8,26.7,1.80
cell-352,north_cluster,41.9,562.4,36.1,19.27
cell-355,south_cluster,51.0,394.9,34.1,30.39
cell-381,stadium,57... | {
"action": "restrict_edge",
"class": "analytics_offload",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "regional_cloud",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "089f9c9e94c22cf36e5c01db406138fcda3637af04507f85e42f94fceff27f32",
"telemetry_sha256": "bace0fee35de036eec298507fd954f1... |
ranintent_v1_test_0076 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "datacrest",
"kind": "tenant",
"display_name": "Datacrest Analytics",
"owned_classes": [
"analytics_offload"
],
"may_set_critical": false
} | Hey assistant, reduce our bulk analytics upload traffic down to low priority in the hospital zone until manually changed. | KPM telemetry snapshot at 2026-10-20T12:09:00Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-128,north_cluster,42.8,438.2,28.9,19.25
cell-164,hospital_zone,65.0,82.2,50.3,28.80
cell-211,north_cluster,51.6,247.2,32.4,21.34
cell-254,south_cluster,25.8,343.6,27.4,28.67
cell-331,nort... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "hospital_zone",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "873db91472cc599a957ea81aec4872c94b1637e5fb765bccecdf42d864aa0035",
"telemetry_sha256": "e7564694caec4c902b3335cba37c5c1... |
ranintent_v1_test_0077 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hi RAN operations, please temporarily promote standard best-effort user data to high priority across all radio sites experiencing maximum saturation. This prioritization window should last fifteen minutes. | KPM telemetry snapshot at 2026-10-18T16:05:52Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-149,north_cluster,72.3,402.9,46.9,32.14
cell-185,hospital_zone,31.5,421.4,23.4,28.33
cell-214,hospital_zone,51.0,411.3,41.3,20.97
cell-215,north_cluster,34.6,625.2,30.9,4.70
cell-224,stad... | {
"action": "prioritise",
"class": "best_effort",
"scope": "most_loaded_cells",
"target_cluster": "stadium",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "619e6b16646395edce52a167b4623f8f1a0a3a8d63eb7406c0d069d2169f7c76",
"telemetry_sha256": "c749036527817ebc1f2bea718c6805da1b90759ff5120139023... |
ranintent_v1_test_0078 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Ticket #14022: Authorize offloading computation for emergency responder video feeds to a regional cloud facility on cells undergoing peak saturation for a duration of sixty minutes. | KPM telemetry snapshot at 2026-10-04T20:46:21Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-106,south_cluster,77.5,108.9,55.0,29.50
cell-160,stadium,41.3,339.5,37.4,23.75
cell-174,stadium,66.7,178.4,39.4,12.05
cell-194,north_cluster,82.0,130.2,47.3,10.08
cell-274,south_cluster,9... | {
"action": "relax_edge",
"class": "emergency_video",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "regional_cloud",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "be42a9a98eb016a4090c22b3976133ff9aa525d0bed696a28d55ca1dfcddc42b",
"telemetry_sha256": "bd465cea6067ade1e5992b2c20ae63b8232c7afc8... |
ranintent_v1_test_0079 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Lumen Media NOC: please rescind previous QoS modifications and restore customer video streaming to baseline default handling throughout the stadium cluster. | KPM telemetry snapshot at 2026-10-20T12:37:26Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-106,hospital_zone,92.5,144.6,63.3,5.56
cell-118,north_cluster,61.0,190.4,43.1,10.06
cell-143,south_cluster,23.6,546.8,25.8,24.53
cell-176,stadium,43.6,128.3,33.6,6.49
cell-183,south_clust... | {
"action": "revert_default",
"class": "video_streaming",
"scope": "stadium",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "38437f4ead60ff2eb9c9a2591669ce28afd590310e94009a7214cf6e7a8f6368",
"telemetry_sha256": "30661d74938f1787fda1d18a64934dd370d7a731... |
ranintent_v1_test_0080 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The network operator shall elevate emergency services video streams originating from body cameras and ambulances to critical priority status across the north cluster for a period of fifteen minutes. | KPM telemetry snapshot at 2026-10-21T11:16:38Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-209,hospital_zone,40.6,465.5,28.8,30.27
cell-247,hospital_zone,27.6,60.1,22.5,32.49
cell-286,north_cluster,20.7,313.8,25.6,31.14
cell-397,stadium,50.2,250.1,32.2,27.60
cell-461,stadium,72... | {
"action": "prioritise",
"class": "emergency_video",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "15638a87eb4189896281211ae4091ba5631c45e4f405c300aac7aa1565172fff",
"telemetry_sha256": "032a99d6d34e30e785ee7c0e24ac9859bb36c4d... |
ranintent_v1_test_0081 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Exposure note: Throttle general best-effort internet traffic to an upper limit of twenty percent of radio resources on cells where fringe users encounter worst throughput until revoked. | KPM telemetry snapshot at 2026-10-18T07:20:01Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-104,south_cluster,25.1,508.3,23.3,17.21
cell-118,south_cluster,27.8,597.5,30.9,26.04
cell-133,hospital_zone,51.6,168.7,41.5,11.89
cell-276,south_cluster,86.6,274.4,54.7,9.74
cell-296,sout... | {
"action": "cap_share",
"class": "best_effort",
"scope": "worst_edge_cells",
"target_cluster": "stadium",
"priority": "unspecified",
"prb_share": "20",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "75e7ddff454b380ef91bb9168f75cc4aa8cf551012e18389fcabd1159c868a45",
"telemetry_sha256": "9216c04bf37b1127cd28e6e9ed8f7c1... |
ranintent_v1_test_0082 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Assistant, downgrade cloud gaming and XR interactive sessions to low priority across the north cluster for sixty minutes. | KPM telemetry snapshot at 2026-10-24T06:05:59Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-125,hospital_zone,18.0,121.1,26.2,17.89
cell-138,stadium,52.0,567.2,34.4,6.85
cell-165,stadium,31.8,267.2,25.4,30.10
cell-186,stadium,86.6,565.0,58.0,8.66
cell-187,south_cluster,17.0,302.... | {
"action": "deprioritise",
"class": "xr_gaming",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "8138ba5237ea7c3e6d98462b6490f22fabd85d48b0c770c2fa9264db049a44a5",
"telemetry_sha256": "ad43a75f5ef0cc12a2026a25f1c1b27... |
ranintent_v1_test_0083 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Dear Network Engineers, Civic Safety Agency requests raising ambulance and officer camera video feeds to high priority throughout the stadium cluster until the active incident terminates. | KPM telemetry snapshot at 2026-10-15T06:07:59Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-120,south_cluster,93.2,373.5,61.9,24.52
cell-133,hospital_zone,77.8,511.9,50.2,32.95
cell-163,north_cluster,59.5,255.3,40.9,24.09
cell-226,south_cluster,80.9,288.5,47.9,15.16
cell-291,sou... | {
"action": "prioritise",
"class": "emergency_video",
"scope": "stadium",
"target_cluster": "none",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "27bd183e4c374ba012f8fbea02a486472a5807c03040b17628073f0e0e82ec88",
"telemetry_sha256": "51271164a22675ca6b70b85aa204704391082b700841159799a... |
ranintent_v1_test_0084 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Ticket: Civic Safety Agency requests stepping down tactical first responder voice communications to low priority on cells where edge clients experience lowest data throughput until the ongoing incident resolves. | KPM telemetry snapshot at 2026-10-12T18:44:58Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-126,stadium,22.9,552.7,27.1,1.50
cell-192,north_cluster,32.8,429.8,26.2,15.49
cell-196,hospital_zone,17.5,290.4,20.6,13.21
cell-283,south_cluster,86.3,630.6,60.8,27.81
cell-313,stadium,76... | {
"action": "deprioritise",
"class": "mission_voice",
"scope": "worst_edge_cells",
"target_cluster": "stadium",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "38e09af99f3c5b24444b724fc7543887e7e62c888eba017ebfa7ca334b3af843",
"telemetry_sha256": "51de40cba1a305b4748478c04da4a423ae3a05c9d... |
ranintent_v1_test_0085 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Lumen Media: drop interactive XR gaming traffic to low priority across the south cluster until the active situation ends. | KPM telemetry snapshot at 2026-10-03T20:40:23Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-120,south_cluster,53.0,244.1,33.2,22.32
cell-132,south_cluster,17.6,247.5,20.3,5.31
cell-159,north_cluster,21.3,204.5,25.7,17.38
cell-217,north_cluster,47.1,366.8,33.1,17.65
cell-221,hosp... | {
"action": "deprioritise",
"class": "xr_gaming",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "d57545e2c0a95d62d39abd52566747342dd12f13982220b1398c0f09bda5464f",
"telemetry_sha256": "eb9f25aa47ce10f1ac1e4df5dd0fd14b751a05db... |
ranintent_v1_test_0086 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The network operator shall elevate telemetry from automated utility meters and low-rate sensors to critical priority level throughout the north cluster. | KPM telemetry snapshot at 2026-10-16T08:10:19Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-168,south_cluster,61.0,258.4,44.6,14.17
cell-171,stadium,46.7,389.1,41.2,1.40
cell-180,south_cluster,33.8,414.5,31.3,30.38
cell-183,hospital_zone,52.7,63.9,40.0,21.20
cell-242,stadium,25.... | {
"action": "prioritise",
"class": "iot_metering",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "critical",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "a874ffa8e0fe6fe78b5e1f01d18a7bf3cc964e4bc3a9a9f969f7b0bde5cf060b",
"telemetry_sha256": "e2b5c76b37c044049c6abe0d16dafa489eae497... |
ranintent_v1_test_0087 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | API directive: Limit sensor and meter reporting computations to go no farther than a regional cloud center on cells currently experiencing maximum congestion for one hour. | KPM telemetry snapshot at 2026-10-15T09:59:13Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-109,stadium,36.0,418.3,35.8,27.98
cell-171,hospital_zone,82.9,307.6,53.4,33.21
cell-182,south_cluster,82.0,294.9,52.0,6.53
cell-204,hospital_zone,18.8,145.7,24.3,18.70
cell-265,stadium,53... | {
"action": "restrict_edge",
"class": "iot_metering",
"scope": "most_loaded_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "regional_cloud",
"latency_target": "unspecified",
"duration": "1h"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "517a23517a029c081252ca56dacb08f10c4c9ff44f2f514a59880b77700b02a9",
"telemetry_sha256": "0f1e7b71038140150dae70431cd09d1... |
ranintent_v1_test_0088 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Hey assistant, revert our automated machine control loop traffic to default handling in the stadium cluster and remove past modifications. | KPM telemetry snapshot at 2026-10-22T14:31:50Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-161,hospital_zone,62.0,468.5,48.5,17.83
cell-171,stadium,21.0,304.9,21.1,23.16
cell-173,north_cluster,66.3,480.5,45.7,8.92
cell-208,north_cluster,24.5,484.2,22.2,6.43
cell-242,north_clust... | {
"action": "revert_default",
"class": "factory_control",
"scope": "stadium",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "57ac9465831616f54506c0ec302f061cf80b2facc97646f15fd134ff0c78db02",
"telemetry_sha256": "54ab1e1281f189e38d29574d08f02df... |
ranintent_v1_test_0089 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Dear Network Operations, Civic Safety Agency requests promoting ambulance and officer body camera live streams to high priority on all access nodes experiencing maximum congestion until the ongoing event terminates. | KPM telemetry snapshot at 2026-10-09T10:44:20Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-105,stadium,53.3,162.2,33.9,30.44
cell-146,hospital_zone,37.4,395.6,35.8,12.43
cell-229,south_cluster,54.6,398.8,43.7,15.57
cell-253,hospital_zone,69.8,613.9,52.4,6.31
cell-268,north_clus... | {
"action": "prioritise",
"class": "emergency_video",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "43e9126d7ea05acdd0fb952266b271bf7a9152fe696d6137291e1a44cd4b4c9a",
"telemetry_sha256": "51ef9e85540031791f706a225a9cb87c590ea1ea4bbc35dbef7... |
ranintent_v1_test_0090 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Trouble Ticket: Reduce meter reports and sensor telemetry to low priority across the stadium cluster for fifteen minutes. | KPM telemetry snapshot at 2026-10-24T12:42:22Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-100,north_cluster,38.3,416.6,32.5,28.07
cell-132,north_cluster,81.3,538.8,57.9,30.38
cell-137,hospital_zone,47.6,79.6,35.7,32.33
cell-212,stadium,59.1,520.1,47.1,8.66
cell-362,hospital_zo... | {
"action": "deprioritise",
"class": "iot_metering",
"scope": "stadium",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "5ffbfcf526b9c890aada965613be73c1d1e160e553e4bf2884304e67f8a774b4",
"telemetry_sha256": "5df67f17c8872dcb7633431466b40b8ff0d0d56b8... |
ranintent_v1_test_0091 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Lumen Media ops: cancel all active overrides and restore regular default QoS for our user video streaming in the northern sector. | KPM telemetry snapshot at 2026-10-21T11:42:39Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-175,hospital_zone,48.2,460.8,40.8,23.21
cell-183,hospital_zone,62.8,236.5,39.9,25.62
cell-196,hospital_zone,78.4,459.1,52.4,6.35
cell-215,south_cluster,28.9,620.8,24.8,14.81
cell-376,nort... | {
"action": "revert_default",
"class": "video_streaming",
"scope": "north_cluster",
"target_cluster": "none",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "aa6ad29ba3ea018248ddd8cfdefa1129f5a4b22ff28569a5f7a5d4396cd477b3",
"telemetry_sha256": "5a443d93d61c780bf1b7a72409086eb2d3955c97... |
ranintent_v1_test_0092 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | The network provider covenants to restrict telemetry from utility meters and sensors to at most 70 percent of radio transmission resources on access nodes where perimeter clients experience lowest data throughput until the ongoing incident resolves. | KPM telemetry snapshot at 2026-10-15T19:14:11Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-116,south_cluster,42.0,463.2,34.7,15.98
cell-173,hospital_zone,81.8,251.0,51.9,0.62
cell-279,south_cluster,16.8,425.8,19.1,9.85
cell-337,stadium,54.4,341.3,35.2,28.75
cell-347,south_clust... | {
"action": "cap_share",
"class": "iot_metering",
"scope": "worst_edge_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "70",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "1bff8306321ad70702307828ace3c435d5709e03281248f5274bc50429ed518d",
"telemetry_sha256": "3007309c40ef6b0e879d48e222e086554f24173... |
ranintent_v1_test_0093 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | API note: Demote emergency service video feeds from ambulances and bodycams down to low priority across the south cluster until explicitly revoked. | KPM telemetry snapshot at 2026-10-21T06:56:04Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-160,north_cluster,57.0,373.4,36.1,20.17
cell-193,stadium,18.8,211.0,15.9,5.96
cell-201,stadium,35.3,595.8,23.8,23.54
cell-215,stadium,19.6,348.6,24.8,7.13
cell-253,south_cluster,31.8,445.... | {
"action": "deprioritise",
"class": "emergency_video",
"scope": "south_cluster",
"target_cluster": "none",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "8b7d1d1b29faa7fb5c3fb57ac3ddb75484a124ea44c98a3ab14d9d057cf0ba8f",
"telemetry_sha256": "8e5708b9dae6789c2868f4eccfd1878... |
ranintent_v1_test_0094 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Hey assistant, set bulk analytics data ingestion to low priority on cells where edge clients have poorest data rates for fifteen minutes. | KPM telemetry snapshot at 2026-10-24T06:24:11Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-109,south_cluster,39.8,627.1,27.4,1.12
cell-185,north_cluster,74.3,202.1,44.9,11.31
cell-239,north_cluster,59.3,70.4,39.5,31.66
cell-274,stadium,16.1,151.0,15.3,9.04
cell-302,stadium,20.3... | {
"action": "deprioritise",
"class": "analytics_offload",
"scope": "worst_edge_cells",
"target_cluster": "south_cluster",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "voice-assistant utterance",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "d17a7e1a0440aece5d01805e4cedfa93269690950e30b25ea3d94558ed6921f9",
"telemetry_sha256": "275271dcc763f09efdb84088c72b0ba... |
ranintent_v1_test_0095 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Hi RAN operations,
Lumen Media requests resetting immersive XR and remote gaming traffic back to standard nominal treatment on all base stations where edge users experience lowest data throughput, dropping any prior overrides.
Thank you,
Lumen Operations | KPM telemetry snapshot at 2026-10-10T17:00:15Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-140,hospital_zone,51.0,612.2,31.9,30.20
cell-161,stadium,62.7,236.6,39.0,4.64
cell-284,north_cluster,27.8,481.3,24.6,21.93
cell-312,south_cluster,62.8,460.1,41.3,7.56
cell-440,south_clust... | {
"action": "revert_default",
"class": "xr_gaming",
"scope": "worst_edge_cells",
"target_cluster": "stadium",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "email",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "427523a302d0eb725ac63cc1e2ddc8949cbe3f8051669180fd09c2ad5150ae4c",
"telemetry_sha256": "aaff653937601325f21ac6f6b3f63b5cf0869c81a585eb7a6d9... |
ranintent_v1_test_0096 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "civic_safety",
"kind": "tenant",
"display_name": "Civic Safety Agency",
"owned_classes": [
"emergency_video",
"mission_voice"
],
"may_set_critical": true
} | Ticket opened by Civic Safety Agency: Reserve at least 70 percent of physical radio transmission capacity for first responder tactical voice traffic on access nodes facing peak traffic congestion until the ongoing event terminates. | KPM telemetry snapshot at 2026-10-25T18:49:18Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-166,north_cluster,41.8,187.4,34.4,23.45
cell-285,north_cluster,41.0,493.4,30.9,1.52
cell-294,south_cluster,21.9,405.9,20.6,25.44
cell-333,hospital_zone,87.5,85.6,61.7,24.08
cell-400,hospi... | {
"action": "guarantee_share",
"class": "mission_voice",
"scope": "most_loaded_cells",
"target_cluster": "hospital_zone",
"priority": "unspecified",
"prb_share": "70",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "event_end"
} | {
"wording_family": "operator ticket",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "76de62ea3a5bac2cc0962abde90a5496ee2c5f3339258c678fbe83b0e3cec0bf",
"telemetry_sha256": "3519a8e65a63e4705786371223c26a01bf335ac7d... |
ranintent_v1_test_0097 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "operator",
"kind": "operator",
"display_name": "the network operator's operations team",
"owned_classes": [
"emergency_video",
"mission_voice",
"factory_control",
"xr_gaming",
"video_streaming",
"iot_metering",
"analytics_offload",
"best_effort"
],
"may_set_critical"... | Team: clear active QoS modifications and reset automated machinery control loops back to default handling on cells under maximum load. | KPM telemetry snapshot at 2026-10-02T10:37:50Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-102,hospital_zone,86.2,222.2,56.2,31.57
cell-135,hospital_zone,62.0,312.4,48.2,16.91
cell-140,north_cluster,56.9,191.7,45.0,24.23
cell-150,south_cluster,70.1,170.1,41.1,15.46
cell-172,sta... | {
"action": "revert_default",
"class": "factory_control",
"scope": "most_loaded_cells",
"target_cluster": "south_cluster",
"priority": "unspecified",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "unspecified"
} | {
"wording_family": "NOC chat message",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "2ba86a64c6efb3d5262a75f90e2a017bab274f5785ca4afd8a07828b944daec2",
"telemetry_sha256": "ba89fe1e3a91d60a5f06618de34a9c0b1b4419c4... |
ranintent_v1_test_0098 | c21_fresh | 21 | fresh | test | named_scope | {
"id": "lumen_media",
"kind": "tenant",
"display_name": "Lumen Media",
"owned_classes": [
"video_streaming",
"xr_gaming"
],
"may_set_critical": false
} | Under the agreement terms, the network operator shall assign high priority scheduling to Lumen Media subscriber video playback throughout the stadium cluster until revoked. | KPM telemetry snapshot at 2026-10-12T11:10:49Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-276,hospital_zone,26.7,605.2,19.5,32.10
cell-353,north_cluster,43.6,497.2,35.6,4.91
cell-422,north_cluster,31.2,100.5,23.8,8.61
cell-450,south_cluster,54.4,573.7,43.1,32.50
cell-618,hospi... | {
"action": "prioritise",
"class": "video_streaming",
"scope": "stadium",
"target_cluster": "none",
"priority": "high",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "until_revoked"
} | {
"wording_family": "formal SLA clause",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "ba029c4cf31b3cc3bd9c685604e6f8f88ecef9e09bb991a9074aef23b7ded73b",
"telemetry_sha256": "90f192b97cc7a2dcd7680c7d839c428371304d8... |
ranintent_v1_test_0099 | c21_fresh | 21 | fresh | test | state_dependent | {
"id": "axis_robotics",
"kind": "tenant",
"display_name": "Axis Robotics",
"owned_classes": [
"factory_control",
"iot_metering"
],
"may_set_critical": false
} | Axis Robotics API: Demote our sensor and meter reporting data to low priority on cells operating under peak congestion for fifteen minutes. | KPM telemetry snapshot at 2026-10-01T13:46:09Z; 21 cells
cell_id,cluster,prb_util_pct,dl_thr_mbps,p95_delay_ms,edge_ue_thr_mbps
cell-121,south_cluster,74.3,610.4,45.0,10.20
cell-147,north_cluster,17.9,408.5,22.0,10.62
cell-249,south_cluster,68.0,318.9,42.8,5.83
cell-282,south_cluster,39.6,285.7,29.9,31.55
cell-306,sout... | {
"action": "deprioritise",
"class": "iot_metering",
"scope": "most_loaded_cells",
"target_cluster": "north_cluster",
"priority": "low",
"prb_share": "unspecified",
"edge_site": "unspecified",
"latency_target": "unspecified",
"duration": "15min"
} | {
"wording_family": "exposure API request note",
"generator": "[email protected]",
"verifier": "claude-opus-5.5",
"attempts": 1,
"is_replacement": false,
"prompt_sha256": "188cb4aa9e4324251773a7c49c4f394adb3537cb5f96f4d1aab5bdb455e319e2",
"telemetry_sha256": "409393750d4432093241c38ccf12945... |
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