{
  "service": "h3xa",
  "kind": "executive-briefing",
  "generated_at": "2026-10-28T18:08:33.485Z",
  "model_version": "h3xa-iss-1.1",
  "situation": {
    "id": "sit-e8c014dc2c102d5b2c72e3b6",
    "scope_type": "country",
    "scope_key": "FR",
    "geography": "FR",
    "title": "Internet disruption in FR",
    "started_at": "2026-07-29T10:20:00.000Z",
    "last_observed_at": "2026-10-03T11:35:00.000Z",
    "status": "active",
    "classification": "ROUTING_DISRUPTION",
    "trajectory": "STABLE",
    "stress_score": 32,
    "confidence": 54,
    "event_count": 4,
    "affected_asns": [
      "AS782"
    ],
    "affected_services": [],
    "affected_regions": [
      "1179",
      "FR"
    ],
    "source_count": 2,
    "record_origin": "unrecorded",
    "first_seen": "2026-08-29T22:33:31.817Z",
    "updated_at": "2026-10-03T23:39:44.357Z"
  },
  "events": [
    {
      "id": "ise-c6928776a0bfa2da3a0ac821",
      "entity_type": "country",
      "entity_key": "FR",
      "geography": "FR",
      "started_at": "2026-09-22T22:00:00.000Z",
      "last_observed_at": "2026-10-03T11:35:00.000Z",
      "status": "active",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "STABLE",
      "stress_score": 32,
      "confidence": 6,
      "components": {
        "anomaly": 0.5588581976908601,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 0.02173174872665535
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.5,
        "statistical_significance": 0.5588581976908601
      },
      "baseline": {
        "signals": [
          "voidly.anomaly_rate"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "voidly.anomaly_rate": 0.010309278350515464
      },
      "deviation": {
        "max_anomaly": 0.5588581976908601,
        "max_deviation": 0.02173174872665535
      },
      "affected_asns": [],
      "affected_services": [],
      "affected_regions": [
        "FR"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "insufficient corroboration"
      ],
      "observation_count": 3,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:07.702Z",
      "updated_at": "2026-10-03T23:50:37.204Z",
      "evidence": [
        {
          "event_id": "ise-c6928776a0bfa2da3a0ac821",
          "stix_object_id": "incident--5ed730f6-a0ec-5ebc-bb8f-60188fdbe2ed",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-22T22:00:00.000Z",
          "name": "Internet connectivity disruption in France",
          "value": "fr-2026-0044",
          "content_hash": "f1f2f373fffce5e7",
          "object_json": {
            "id": "incident--5ed730f6-a0ec-5ebc-bb8f-60188fdbe2ed",
            "name": "Internet connectivity disruption in France",
            "type": "incident",
            "title": "Internet connectivity disruption in France",
            "value": "fr-2026-0044",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-22T22:00:00Z",
            "description": "IODA detected significant connectivity drop in France. 1 critical alerts recorded.",
            "anomaly_rate": 0.02173174872665535,
            "country_code": "FR",
            "country_name": "France",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-c6928776a0bfa2da3a0ac821",
          "stix_object_id": "incident--a613f8e9-df90-5894-9fc8-c7e927d166bc",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-30T04:10:00.000Z",
          "name": "Internet connectivity disruption in France",
          "value": "fr-2026-0045",
          "content_hash": "465bb6ccf6c60922",
          "object_json": {
            "id": "incident--a613f8e9-df90-5894-9fc8-c7e927d166bc",
            "name": "Internet connectivity disruption in France",
            "type": "incident",
            "title": "Internet connectivity disruption in France",
            "value": "fr-2026-0045",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-30T04:10:00Z",
            "description": "IODA detected significant connectivity drop in France. 1 critical alerts recorded.",
            "anomaly_rate": 0.02748414376321353,
            "country_code": "FR",
            "country_name": "France",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-c6928776a0bfa2da3a0ac821",
          "stix_object_id": "incident--1e32e8dc-4835-534b-f7c5-8b900de8ac5d",
          "platform": "voidly-atlas",
          "observed_at": "2026-10-03T11:35:00.000Z",
          "name": "Internet connectivity disruption in France",
          "value": "fr-2026-0046",
          "content_hash": "9be3767bb323665f",
          "object_json": {
            "id": "incident--1e32e8dc-4835-534b-f7c5-8b900de8ac5d",
            "name": "Internet connectivity disruption in France",
            "type": "incident",
            "title": "Internet connectivity disruption in France",
            "value": "fr-2026-0046",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-10-03T11:35:00Z",
            "description": "IODA detected significant connectivity drop in France. 1 critical alerts recorded.",
            "anomaly_rate": 0.010309278350515464,
            "country_code": "FR",
            "country_name": "France",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-35ee653170b73e0332822529",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "2150",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.728949801361442
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "2150"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.046Z",
      "updated_at": "2026-10-03T23:50:17.954Z",
      "evidence": [
        {
          "event_id": "ise-35ee653170b73e0332822529",
          "stix_object_id": "incident--fb4818d9-491b-5c01-ff83-7a86fc8be9f1",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Seoul",
          "value": "geoasn/138915-2150",
          "content_hash": "6cbc5168942a32ec",
          "object_json": {
            "id": "incident--fb4818d9-491b-5c01-ff83-7a86fc8be9f1",
            "name": "KAOPU-HK -- Seoul",
            "type": "incident",
            "score": 535733.7301587301,
            "title": "KAOPU-HK -- Seoul",
            "value": "geoasn/138915-2150",
            "method": "median",
            "location": "geoasn/138915-2150",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1350049
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-381a8e471d3d52e396dd6984",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "US",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.473512360502689
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "US"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.979Z",
      "updated_at": "2026-10-03T23:50:17.325Z",
      "evidence": [
        {
          "event_id": "ise-381a8e471d3d52e396dd6984",
          "stix_object_id": "incident--17a4aba5-399e-55ec-675e-e61f23627860",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- United States",
          "value": "geoasn/138915-us",
          "content_hash": "1d9e05708145b15a",
          "object_json": {
            "id": "incident--17a4aba5-399e-55ec-675e-e61f23627860",
            "name": "KAOPU-HK -- United States",
            "type": "incident",
            "score": 297516.39344262297,
            "title": "KAOPU-HK -- United States",
            "value": "geoasn/138915-us",
            "method": "median",
            "location": "geoasn/138915-US",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209900
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-451b47cb39da03e316f904b9",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "4000",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.1952819427942245
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "4000"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.067Z",
      "updated_at": "2026-10-03T23:50:17.806Z",
      "evidence": [
        {
          "event_id": "ise-451b47cb39da03e316f904b9",
          "stix_object_id": "incident--4becf0f3-cde2-52ee-ec81-02226b57341e",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Bangkok Metropolis",
          "value": "geoasn/138915-4000",
          "content_hash": "2f3559cd1bfc98e6",
          "object_json": {
            "id": "incident--4becf0f3-cde2-52ee-ec81-02226b57341e",
            "name": "KAOPU-HK -- Bangkok Metropolis",
            "type": "incident",
            "score": 1567767.5308641973,
            "title": "KAOPU-HK -- Bangkok Metropolis",
            "value": "geoasn/138915-4000",
            "method": "median",
            "location": "geoasn/138915-4000",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814131
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-521a72f95816ba0840efd394",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "GB",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.3044926820066465
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "GB"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.568Z",
      "updated_at": "2026-10-03T23:50:17.624Z",
      "evidence": [
        {
          "event_id": "ise-521a72f95816ba0840efd394",
          "stix_object_id": "incident--c7e8b8eb-d25d-5012-c4d2-1af2afeab5e9",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- United Kingdom",
          "value": "geoasn/138915-gb",
          "content_hash": "754e7af962c6f787",
          "object_json": {
            "id": "incident--c7e8b8eb-d25d-5012-c4d2-1af2afeab5e9",
            "name": "KAOPU-HK -- United Kingdom",
            "type": "incident",
            "score": 201600,
            "title": "KAOPU-HK -- United Kingdom",
            "value": "geoasn/138915-gb",
            "method": "median",
            "location": "geoasn/138915-GB",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-5ed5a5d5b64ce04271930fba",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "ID",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.984221946174778
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "ID"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:18.347Z",
      "updated_at": "2026-10-03T23:50:17.614Z",
      "evidence": [
        {
          "event_id": "ise-5ed5a5d5b64ce04271930fba",
          "stix_object_id": "incident--e0fee2df-71fa-5620-db50-e3edcee68b4d",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Indonesia",
          "value": "geoasn/138915-id",
          "content_hash": "1fe4e39763f4fb6e",
          "object_json": {
            "id": "incident--e0fee2df-71fa-5620-db50-e3edcee68b4d",
            "name": "KAOPU-HK -- Indonesia",
            "type": "incident",
            "score": 964320.7142857142,
            "title": "KAOPU-HK -- Indonesia",
            "value": "geoasn/138915-id",
            "method": "median",
            "location": "geoasn/138915-ID",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1350049
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-61a0917d24e10226093dd60c",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "1302",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.401402264168926
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "1302"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:18.004Z",
      "updated_at": "2026-10-03T23:50:17.335Z",
      "evidence": [
        {
          "event_id": "ise-61a0917d24e10226093dd60c",
          "stix_object_id": "incident--7bc2bd06-a52b-5e16-c9dc-0b708c1da28b",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Westminster",
          "value": "geoasn/138915-1302",
          "content_hash": "32f4211e332be5d3",
          "object_json": {
            "id": "incident--7bc2bd06-a52b-5e16-c9dc-0b708c1da28b",
            "name": "KAOPU-HK -- Westminster",
            "type": "incident",
            "score": 252000,
            "title": "KAOPU-HK -- Westminster",
            "value": "geoasn/138915-1302",
            "method": "median",
            "location": "geoasn/138915-1302",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-691b45d9373e1427691b5c83",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "TH",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.1952819427942245
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "TH"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:18.339Z",
      "updated_at": "2026-10-03T23:50:17.012Z",
      "evidence": [
        {
          "event_id": "ise-691b45d9373e1427691b5c83",
          "stix_object_id": "incident--81111792-05f2-5741-4452-70a62a880802",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Thailand",
          "value": "geoasn/138915-th",
          "content_hash": "d9afb58cbf4642d7",
          "object_json": {
            "id": "incident--81111792-05f2-5741-4452-70a62a880802",
            "name": "KAOPU-HK -- Thailand",
            "type": "incident",
            "score": 1567767.5308641973,
            "title": "KAOPU-HK -- Thailand",
            "value": "geoasn/138915-th",
            "method": "median",
            "location": "geoasn/138915-TH",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814131
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-76da16dcceda10545ec7dfed",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "1128",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.114269866402257
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "1128"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.474Z",
      "updated_at": "2026-10-03T23:50:18.260Z",
      "evidence": [
        {
          "event_id": "ise-76da16dcceda10545ec7dfed",
          "stix_object_id": "incident--da4e5104-aa66-5e66-bcf1-300c6f53cc05",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Bouches-du-Rhône",
          "value": "geoasn/138915-1128",
          "content_hash": "06927cfe4929f3fa",
          "object_json": {
            "id": "incident--da4e5104-aa66-5e66-bcf1-300c6f53cc05",
            "name": "KAOPU-HK -- Bouches-du-Rhône",
            "type": "incident",
            "score": 130096.77419354838,
            "title": "KAOPU-HK -- Bouches-du-Rhône",
            "value": "geoasn/138915-1128",
            "method": "median",
            "location": "geoasn/138915-1128",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209900
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-7e57ea85feef8426e24a1b8c",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "3234",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.140047879138193
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "3234"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.020Z",
      "updated_at": "2026-10-03T23:50:18.172Z",
      "evidence": [
        {
          "event_id": "ise-7e57ea85feef8426e24a1b8c",
          "stix_object_id": "incident--0693d109-dd52-5547-8b02-f8e98dccafaf",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Manila",
          "value": "geoasn/138915-3234",
          "content_hash": "b91dc56e43ae4f56",
          "object_json": {
            "id": "incident--0693d109-dd52-5547-8b02-f8e98dccafaf",
            "name": "KAOPU-HK -- Manila",
            "type": "incident",
            "score": 1380535.4545454544,
            "title": "KAOPU-HK -- Manila",
            "value": "geoasn/138915-3234",
            "method": "median",
            "location": "geoasn/138915-3234",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1518589
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-88e2fc838eafd968ed93a8a7",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "KR",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.728949801361442
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "KR"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.032Z",
      "updated_at": "2026-10-03T23:50:17.962Z",
      "evidence": [
        {
          "event_id": "ise-88e2fc838eafd968ed93a8a7",
          "stix_object_id": "incident--be95e630-cd55-559d-7d29-aaceded58330",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- South Korea",
          "value": "geoasn/138915-kr",
          "content_hash": "693695f639199c4d",
          "object_json": {
            "id": "incident--be95e630-cd55-559d-7d29-aaceded58330",
            "name": "KAOPU-HK -- South Korea",
            "type": "incident",
            "score": 535733.7301587301,
            "title": "KAOPU-HK -- South Korea",
            "value": "geoasn/138915-kr",
            "method": "median",
            "location": "geoasn/138915-KR",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1350049
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-89a3b582ff8ef3eabc555295",
      "entity_type": "asn",
      "entity_key": "AS782",
      "geography": "1179",
      "started_at": "2026-07-30T10:00:00.000Z",
      "last_observed_at": "2026-07-30T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.323475413844988
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS782"
      ],
      "affected_services": [],
      "affected_regions": [
        "1179"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:19.299Z",
      "updated_at": "2026-10-03T23:50:18.964Z",
      "evidence": [
        {
          "event_id": "ise-89a3b582ff8ef3eabc555295",
          "stix_object_id": "incident--61c226c4-bbf5-59e6-5aaa-d325050ea374",
          "platform": "ioda",
          "observed_at": "2026-07-30T10:00:00.000Z",
          "name": "FR-LORIA -- Meurhe-et-Moselle",
          "value": "geoasn/782-1179",
          "content_hash": "ced258954a781af9",
          "object_json": {
            "id": "incident--61c226c4-bbf5-59e6-5aaa-d325050ea374",
            "name": "FR-LORIA -- Meurhe-et-Moselle",
            "type": "incident",
            "score": 2106081.6666666665,
            "title": "FR-LORIA -- Meurhe-et-Moselle",
            "value": "geoasn/782-1179",
            "method": "median",
            "location": "geoasn/782-1179",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1263649
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-8df74206fe42be243ad25e36",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "FR",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.114269866402257
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "FR"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.001Z",
      "updated_at": "2026-10-03T23:50:17.971Z",
      "evidence": [
        {
          "event_id": "ise-8df74206fe42be243ad25e36",
          "stix_object_id": "incident--d6147f34-923b-5083-1e14-b492d8885dd3",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- France",
          "value": "geoasn/138915-fr",
          "content_hash": "6b14db4cce07e676",
          "object_json": {
            "id": "incident--d6147f34-923b-5083-1e14-b492d8885dd3",
            "name": "KAOPU-HK -- France",
            "type": "incident",
            "score": 130096.77419354838,
            "title": "KAOPU-HK -- France",
            "value": "geoasn/138915-fr",
            "method": "median",
            "location": "geoasn/138915-FR",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209900
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-90a92147785465ac1bf1be96",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "TW",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.362484359705773
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "TW"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.500Z",
      "updated_at": "2026-10-03T23:50:18.223Z",
      "evidence": [
        {
          "event_id": "ise-90a92147785465ac1bf1be96",
          "stix_object_id": "incident--832716da-5b9e-5a53-ec4f-43d3a91bc203",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Taiwan Province Of China",
          "value": "geoasn/138915-tw",
          "content_hash": "2e4ed6369f8ec628",
          "object_json": {
            "id": "incident--832716da-5b9e-5a53-ec4f-43d3a91bc203",
            "name": "KAOPU-HK -- Taiwan Province Of China",
            "type": "incident",
            "score": 230400,
            "title": "KAOPU-HK -- Taiwan Province Of China",
            "value": "geoasn/138915-tw",
            "method": "median",
            "location": "geoasn/138915-TW",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-ca020008b4ff57f3afc29624",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "PH",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.140047879138193
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "PH"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.993Z",
      "updated_at": "2026-10-03T23:50:17.490Z",
      "evidence": [
        {
          "event_id": "ise-ca020008b4ff57f3afc29624",
          "stix_object_id": "incident--3f2d7bf1-939e-56c0-43e9-85adb4d62019",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Philippines",
          "value": "geoasn/138915-ph",
          "content_hash": "582c7512ea38ccd3",
          "object_json": {
            "id": "incident--3f2d7bf1-939e-56c0-43e9-85adb4d62019",
            "name": "KAOPU-HK -- Philippines",
            "type": "incident",
            "score": 1380535.4545454544,
            "title": "KAOPU-HK -- Philippines",
            "value": "geoasn/138915-ph",
            "method": "median",
            "location": "geoasn/138915-PH",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1518589
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-bb643c030b668d769b4104b9",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "SG",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.20183091456987
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "SG"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.509Z",
      "updated_at": "2026-10-03T23:50:18.213Z",
      "evidence": [
        {
          "event_id": "ise-bb643c030b668d769b4104b9",
          "stix_object_id": "incident--3b049d1d-fc02-51ef-fbfc-8be9b5a891d4",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Singapore",
          "value": "geoasn/138915-sg",
          "content_hash": "7362483ced87debf",
          "object_json": {
            "id": "incident--3b049d1d-fc02-51ef-fbfc-8be9b5a891d4",
            "name": "KAOPU-HK -- Singapore",
            "type": "incident",
            "score": 159157.8947368421,
            "title": "KAOPU-HK -- Singapore",
            "value": "geoasn/138915-sg",
            "method": "median",
            "location": "geoasn/138915-SG",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-02d0e5886f8b08a647a1f7cc",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "VN",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.7823236900538895
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "VN"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.465Z",
      "updated_at": "2026-10-03T23:50:18.278Z",
      "evidence": [
        {
          "event_id": "ise-02d0e5886f8b08a647a1f7cc",
          "stix_object_id": "incident--a84f9759-6fee-5f64-6794-0051cc617c8d",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Viet Nam",
          "value": "geoasn/138915-vn",
          "content_hash": "c9d2f98a17ab9d57",
          "object_json": {
            "id": "incident--a84f9759-6fee-5f64-6794-0051cc617c8d",
            "name": "KAOPU-HK -- Viet Nam",
            "type": "incident",
            "score": 605791.2179487179,
            "title": "KAOPU-HK -- Viet Nam",
            "value": "geoasn/138915-vn",
            "method": "median",
            "location": "geoasn/138915-VN",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1350049
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-95890ec426c634db6a5c2787",
      "entity_type": "asn",
      "entity_key": "AS782",
      "geography": "FR",
      "started_at": "2026-07-30T10:00:00.000Z",
      "last_observed_at": "2026-07-30T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.323475413844988
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS782"
      ],
      "affected_services": [],
      "affected_regions": [
        "FR"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:19.201Z",
      "updated_at": "2026-10-03T23:50:19.014Z",
      "evidence": [
        {
          "event_id": "ise-95890ec426c634db6a5c2787",
          "stix_object_id": "incident--1304f1f2-2b17-516b-d8e1-4b3c6c298e18",
          "platform": "ioda",
          "observed_at": "2026-07-30T10:00:00.000Z",
          "name": "FR-LORIA -- France",
          "value": "geoasn/782-fr",
          "content_hash": "3c0150cd73b4fc3b",
          "object_json": {
            "id": "incident--1304f1f2-2b17-516b-d8e1-4b3c6c298e18",
            "name": "FR-LORIA -- France",
            "type": "incident",
            "score": 2106081.6666666665,
            "title": "FR-LORIA -- France",
            "value": "geoasn/782-fr",
            "method": "median",
            "location": "geoasn/782-FR",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1263649
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-97952e397660b326ba231a15",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "4197",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.38803835646669
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "4197"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.387Z",
      "updated_at": "2026-10-03T23:50:17.599Z",
      "evidence": [
        {
          "event_id": "ise-97952e397660b326ba231a15",
          "stix_object_id": "incident--6934267b-09b2-5d4e-be18-ef62fbd65fff",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Taipei City",
          "value": "geoasn/138915-4197",
          "content_hash": "4bf59d2673823d0c",
          "object_json": {
            "id": "incident--6934267b-09b2-5d4e-be18-ef62fbd65fff",
            "name": "KAOPU-HK -- Taipei City",
            "type": "incident",
            "score": 244363.63636363635,
            "title": "KAOPU-HK -- Taipei City",
            "value": "geoasn/138915-4197",
            "method": "median",
            "location": "geoasn/138915-4197",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-a01dd570491587b914d6dc28",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "MY",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.18586714242526
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "MY"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.483Z",
      "updated_at": "2026-10-03T23:50:18.250Z",
      "evidence": [
        {
          "event_id": "ise-a01dd570491587b914d6dc28",
          "stix_object_id": "incident--9f00da13-20e7-58aa-d9f4-d99b7405a795",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Malaysia",
          "value": "geoasn/138915-my",
          "content_hash": "78e7f32cea7fd70c",
          "object_json": {
            "id": "incident--9f00da13-20e7-58aa-d9f4-d99b7405a795",
            "name": "KAOPU-HK -- Malaysia",
            "type": "incident",
            "score": 1534146.5909090906,
            "title": "KAOPU-HK -- Malaysia",
            "value": "geoasn/138915-my",
            "method": "median",
            "location": "geoasn/138915-MY",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1350049
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-b37b14aa25e046995878599a",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "3556",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.21341271531218
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "3556"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.057Z",
      "updated_at": "2026-10-03T23:50:17.946Z",
      "evidence": [
        {
          "event_id": "ise-b37b14aa25e046995878599a",
          "stix_object_id": "incident--3171aeeb-e30b-5821-ab7a-d970ea39c584",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Central Singapore",
          "value": "geoasn/138915-3556",
          "content_hash": "35f70f7018ef4948",
          "object_json": {
            "id": "incident--3171aeeb-e30b-5821-ab7a-d970ea39c584",
            "name": "KAOPU-HK -- Central Singapore",
            "type": "incident",
            "score": 163459.45945945947,
            "title": "KAOPU-HK -- Central Singapore",
            "value": "geoasn/138915-3556",
            "method": "median",
            "location": "geoasn/138915-3556",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-b6557f25c5bab03f410d7f17",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": "2896",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.206070515646037
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [
        "2896"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.492Z",
      "updated_at": "2026-10-03T23:50:18.235Z",
      "evidence": [
        {
          "event_id": "ise-b6557f25c5bab03f410d7f17",
          "stix_object_id": "incident--b7b2aaa7-8789-5bd4-72fa-457ffcac4f54",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "KAOPU-HK -- Kuala Lumpur",
          "value": "geoasn/138915-2896",
          "content_hash": "a09755a50b6e92ea",
          "object_json": {
            "id": "incident--b7b2aaa7-8789-5bd4-72fa-457ffcac4f54",
            "name": "KAOPU-HK -- Kuala Lumpur",
            "type": "incident",
            "score": 1607201.1904761905,
            "title": "KAOPU-HK -- Kuala Lumpur",
            "value": "geoasn/138915-2896",
            "method": "median",
            "location": "geoasn/138915-2896",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1350049
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-93069fe122960a5a6e39ebc7",
      "entity_type": "asn",
      "entity_key": "AS138915",
      "geography": null,
      "started_at": "2026-07-28T14:30:00.000Z",
      "last_observed_at": "2026-07-28T14:30:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.115627734571188
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS138915"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:15.702Z",
      "updated_at": "2026-10-03T23:50:15.864Z",
      "evidence": [
        {
          "event_id": "ise-93069fe122960a5a6e39ebc7",
          "stix_object_id": "incident--128afd2f-e800-53c8-c74e-2b979ba1869c",
          "platform": "ioda",
          "observed_at": "2026-07-28T14:30:00.000Z",
          "name": "AS138915 (KAOPU-HK)",
          "value": "asn/138915",
          "content_hash": "f8d90fb10e75fb6d",
          "object_json": {
            "id": "incident--128afd2f-e800-53c8-c74e-2b979ba1869c",
            "name": "AS138915 (KAOPU-HK)",
            "type": "incident",
            "score": 130504.17536534446,
            "title": "AS138915 (KAOPU-HK)",
            "value": "asn/138915",
            "method": "median",
            "location": "asn/138915",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209900
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-173d759b8e47f4dc8a47a028",
      "entity_type": "asn",
      "entity_key": "AS782",
      "geography": null,
      "started_at": "2026-07-29T10:20:00.000Z",
      "last_observed_at": "2026-07-29T10:20:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.351812277100348
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS782"
      ],
      "affected_services": [],
      "affected_regions": [],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "ambiguous geography",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:18.354Z",
      "updated_at": "2026-10-03T23:50:18.353Z",
      "evidence": [
        {
          "event_id": "ise-173d759b8e47f4dc8a47a028",
          "stix_object_id": "incident--cf7fc8dc-134e-5ae7-51b9-640308de2858",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:20:00.000Z",
          "name": "AS782 (FR-LORIA)",
          "value": "asn/782",
          "content_hash": "c6f8bbc2c394daef",
          "object_json": {
            "id": "incident--cf7fc8dc-134e-5ae7-51b9-640308de2858",
            "name": "AS782 (FR-LORIA)",
            "type": "incident",
            "score": 2248081.6666666665,
            "title": "AS782 (FR-LORIA)",
            "value": "asn/782",
            "method": "median",
            "location": "asn/782",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1348849
          }
        }
      ],
      "derivations": []
    }
  ],
  "context": [],
  "audit": {
    "principle": "Source observations stay attributed to their feed. Stress scores, classifications, and this pack are H3XA-derived and cite the inputs that produced them.",
    "weights": {
      "anomaly": 0.3,
      "breadth": 0.2,
      "persistence": 0.15,
      "corroboration": 0.2,
      "baseline_deviation": 0.15
    },
    "derivation_ids": [],
    "observation_ids": [
      "incident--5ed730f6-a0ec-5ebc-bb8f-60188fdbe2ed",
      "incident--a613f8e9-df90-5894-9fc8-c7e927d166bc",
      "incident--1e32e8dc-4835-534b-f7c5-8b900de8ac5d",
      "incident--fb4818d9-491b-5c01-ff83-7a86fc8be9f1",
      "incident--17a4aba5-399e-55ec-675e-e61f23627860",
      "incident--4becf0f3-cde2-52ee-ec81-02226b57341e",
      "incident--c7e8b8eb-d25d-5012-c4d2-1af2afeab5e9",
      "incident--e0fee2df-71fa-5620-db50-e3edcee68b4d",
      "incident--7bc2bd06-a52b-5e16-c9dc-0b708c1da28b",
      "incident--81111792-05f2-5741-4452-70a62a880802",
      "incident--da4e5104-aa66-5e66-bcf1-300c6f53cc05",
      "incident--0693d109-dd52-5547-8b02-f8e98dccafaf",
      "incident--be95e630-cd55-559d-7d29-aaceded58330",
      "incident--61c226c4-bbf5-59e6-5aaa-d325050ea374",
      "incident--d6147f34-923b-5083-1e14-b492d8885dd3",
      "incident--832716da-5b9e-5a53-ec4f-43d3a91bc203",
      "incident--3f2d7bf1-939e-56c0-43e9-85adb4d62019",
      "incident--3b049d1d-fc02-51ef-fbfc-8be9b5a891d4",
      "incident--a84f9759-6fee-5f64-6794-0051cc617c8d",
      "incident--1304f1f2-2b17-516b-d8e1-4b3c6c298e18",
      "incident--6934267b-09b2-5d4e-be18-ef62fbd65fff",
      "incident--9f00da13-20e7-58aa-d9f4-d99b7405a795",
      "incident--3171aeeb-e30b-5821-ab7a-d970ea39c584",
      "incident--b7b2aaa7-8789-5bd4-72fa-457ffcac4f54",
      "incident--128afd2f-e800-53c8-c74e-2b979ba1869c",
      "incident--cf7fc8dc-134e-5ae7-51b9-640308de2858"
    ],
    "cross_domain": "Attached air, maritime, reference-CTI, and proprietary nodes are co-occurrence notes. They are not inputs to the stress score."
  }
}