{
  "service": "h3xa",
  "kind": "executive-briefing",
  "generated_at": "2026-10-28T18:08:35.902Z",
  "model_version": "h3xa-iss-1.1",
  "situation": {
    "id": "sit-84d42447bc5078f8930ff8d0",
    "scope_type": "country",
    "scope_key": "HK",
    "geography": "HK",
    "title": "Internet disruption in HK",
    "started_at": "2026-07-28T09:20:00.000Z",
    "last_observed_at": "2026-10-01T23:30:00.000Z",
    "status": "resolved",
    "classification": "PARTIAL_OUTAGE",
    "trajectory": "RESOLVED",
    "stress_score": 61,
    "confidence": 78,
    "event_count": 29,
    "affected_asns": [
      "AS38136",
      "AS134548",
      "AS212238",
      "AS9908",
      "AS134175",
      "AS15412",
      "AS149175",
      "AS140227",
      "AS7540"
    ],
    "affected_services": [
      "Facebook Messenger",
      "Tor",
      "WhatsApp"
    ],
    "affected_regions": [
      "HK",
      "1601",
      "1604",
      "2984"
    ],
    "source_count": 3,
    "record_origin": "unrecorded",
    "first_seen": "2026-08-29T22:33:29.401Z",
    "updated_at": "2026-10-03T23:39:42.965Z"
  },
  "events": [
    {
      "id": "ise-1d364ca67ba48fa5bf53b0f1",
      "entity_type": "country",
      "entity_key": "HK",
      "geography": "HK",
      "started_at": "2026-08-11T17:10:00.000Z",
      "last_observed_at": "2026-10-01T23:30:00.000Z",
      "status": "resolved",
      "classification": "SERVICE_BLOCKING",
      "trajectory": "RESOLVED",
      "stress_score": 61,
      "confidence": 15,
      "components": {
        "anomaly": 1,
        "breadth": 0.22000000000000003,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 0.7598468709455238
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.5,
        "statistical_significance": 1
      },
      "baseline": {
        "signals": [
          "voidly.anomaly_rate"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "voidly.anomaly_rate": 0.0136986301369863
      },
      "deviation": {
        "max_anomaly": 1,
        "max_deviation": 0.7598468709455238
      },
      "affected_asns": [],
      "affected_services": [
        "Facebook Messenger",
        "Tor",
        "WhatsApp"
      ],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "insufficient corroboration"
      ],
      "observation_count": 13,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:22.822Z",
      "updated_at": "2026-10-03T23:50:22.425Z",
      "evidence": [
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--26d22ddf-227e-54cc-da24-058df8a5d6b7",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-11T17:10:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0042",
          "content_hash": "279f1a4218d23f24",
          "object_json": {
            "id": "incident--26d22ddf-227e-54cc-da24-058df8a5d6b7",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0042",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-11T17:10:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 1 critical alerts recorded.",
            "anomaly_rate": 0.013422818791946308,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--744e3070-5d60-55ee-af66-00a2dbe4ce26",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-13T10:01:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0043",
          "content_hash": "76cfc33c5f6a4849",
          "object_json": {
            "id": "incident--744e3070-5d60-55ee-af66-00a2dbe4ce26",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0043",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-13T10:01:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 1 critical alerts recorded.",
            "anomaly_rate": 0.7732696897374701,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--5b853d2e-1866-5055-ff97-97f58671d3a7",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-26T18:20:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0049",
          "content_hash": "e9f03db57389a8b1",
          "object_json": {
            "id": "incident--5b853d2e-1866-5055-ff97-97f58671d3a7",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0049",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-26T19:00:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-08-26T18:20:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 2 critical alerts recorded.",
            "anomaly_rate": 0.20696517412935322,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--0f6f9df9-7e7b-5dbd-ba10-3a4bc9a34e6c",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-27T01:00:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0051",
          "content_hash": "1bf8e869298cd1e0",
          "object_json": {
            "id": "incident--0f6f9df9-7e7b-5dbd-ba10-3a4bc9a34e6c",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0051",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-27T23:30:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-08-27T01:00:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 4 critical alerts recorded.",
            "anomaly_rate": 0.2044776119402985,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 22.5,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--d4c74a99-fb92-5d6e-0cdd-15fb2d4e33d1",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-28T00:00:00.000Z",
          "name": "Censorship detected in HK",
          "value": "hk-2026-0053",
          "content_hash": "c676f8f873a94d23",
          "object_json": {
            "id": "incident--d4c74a99-fb92-5d6e-0cdd-15fb2d4e33d1",
            "name": "Censorship detected in HK",
            "type": "incident",
            "title": "Censorship detected in HK",
            "value": "hk-2026-0053",
            "status": "suspected",
            "sources": [
              "ooni"
            ],
            "end_time": "2026-08-28T23:59:59Z",
            "severity": "critical",
            "confidence": 70,
            "start_time": "2026-08-28T00:00:00Z",
            "description": null,
            "anomaly_rate": 0.5,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "censorship",
            "duration_hours": 23.9997,
            "affected_domains": [],
            "affected_services": [
              "Facebook Messenger",
              "Tor",
              "WhatsApp"
            ]
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--19f40118-ea43-52dd-144d-cbe645aaedbe",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-28T00:30:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0052",
          "content_hash": "9a665fa176f151cf",
          "object_json": {
            "id": "incident--19f40118-ea43-52dd-144d-cbe645aaedbe",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0052",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-28T22:40:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-08-28T00:30:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 3 critical alerts recorded.",
            "anomaly_rate": 0.20816733067729085,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 22.1667,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--03ded034-8e07-5f4c-4c07-9e9c172afcfa",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-29T00:30:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0054",
          "content_hash": "17f08b462559a825",
          "object_json": {
            "id": "incident--03ded034-8e07-5f4c-4c07-9e9c172afcfa",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0054",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-29T23:50:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-08-29T00:30:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 3 critical alerts recorded.",
            "anomaly_rate": 0.2087072116982386,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 20.1667,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--24f4c1e0-110f-5193-9a62-e0e4041c4c8d",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-30T01:30:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0055",
          "content_hash": "cea7ec035ef9f47e",
          "object_json": {
            "id": "incident--24f4c1e0-110f-5193-9a62-e0e4041c4c8d",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0055",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-30T01:30:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 1 critical alerts recorded.",
            "anomaly_rate": 0.205,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--f795d320-3c74-5170-d5d1-5e11590e50bb",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-26T00:00:00.000Z",
          "name": "Censorship detected in HK",
          "value": "hk-2026-0078",
          "content_hash": "99b117043a8793db",
          "object_json": {
            "id": "incident--f795d320-3c74-5170-d5d1-5e11590e50bb",
            "name": "Censorship detected in HK",
            "type": "incident",
            "title": "Censorship detected in HK",
            "value": "hk-2026-0078",
            "status": "suspected",
            "sources": [
              "ooni"
            ],
            "end_time": "2026-09-26T23:59:59Z",
            "severity": "critical",
            "confidence": 90,
            "start_time": "2026-09-26T00:00:00Z",
            "description": null,
            "anomaly_rate": 1,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "censorship",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--b2a348d5-24af-5189-d679-ac0ce592e2cd",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-27T00:00:00.000Z",
          "name": "Censorship detected in HK",
          "value": "hk-2026-0079",
          "content_hash": "75ca6dd2ae097c42",
          "object_json": {
            "id": "incident--b2a348d5-24af-5189-d679-ac0ce592e2cd",
            "name": "Censorship detected in HK",
            "type": "incident",
            "title": "Censorship detected in HK",
            "value": "hk-2026-0079",
            "status": "suspected",
            "sources": [
              "ooni"
            ],
            "end_time": "2026-09-27T23:59:59Z",
            "severity": "critical",
            "confidence": 90,
            "start_time": "2026-09-27T00:00:00Z",
            "description": null,
            "anomaly_rate": 1,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "censorship",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--151ee704-80bd-507f-3135-cb364bf0302d",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-28T00:00:00.000Z",
          "name": "Censorship detected in HK",
          "value": "hk-2026-0080",
          "content_hash": "470459fb02c9778e",
          "object_json": {
            "id": "incident--151ee704-80bd-507f-3135-cb364bf0302d",
            "name": "Censorship detected in HK",
            "type": "incident",
            "title": "Censorship detected in HK",
            "value": "hk-2026-0080",
            "status": "suspected",
            "sources": [
              "ooni"
            ],
            "end_time": "2026-09-28T23:59:59Z",
            "severity": "critical",
            "confidence": 90,
            "start_time": "2026-09-28T00:00:00Z",
            "description": null,
            "anomaly_rate": 1,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "censorship",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--edb0250c-1ee4-54ae-7467-83e70de25b73",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-30T05:02:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0081",
          "content_hash": "11c0a8ce59b94af8",
          "object_json": {
            "id": "incident--edb0250c-1ee4-54ae-7467-83e70de25b73",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0081",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-30T05:02:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 1 critical alerts recorded.",
            "anomaly_rate": 0.7688679245283019,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-1d364ca67ba48fa5bf53b0f1",
          "stix_object_id": "incident--320c582b-5d91-5098-1243-4e4a2c76b400",
          "platform": "voidly-atlas",
          "observed_at": "2026-10-01T23:30:00.000Z",
          "name": "Internet connectivity disruption in Hong Kong",
          "value": "hk-2026-0082",
          "content_hash": "535593ac24009983",
          "object_json": {
            "id": "incident--320c582b-5d91-5098-1243-4e4a2c76b400",
            "name": "Internet connectivity disruption in Hong Kong",
            "type": "incident",
            "title": "Internet connectivity disruption in Hong Kong",
            "value": "hk-2026-0082",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-10-01T23:30:00Z",
            "description": "IODA detected significant connectivity drop in Hong Kong. 1 critical alerts recorded.",
            "anomaly_rate": 0.0136986301369863,
            "country_code": "HK",
            "country_name": "Hong Kong",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-18a5392768af2aa00a106085",
      "entity_type": "asn",
      "entity_key": "AS38136",
      "geography": "1601",
      "started_at": "2026-07-28T09:20:00.000Z",
      "last_observed_at": "2026-07-28T09:20:00.000Z",
      "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": 5.143125649173107
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS38136"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:14.894Z",
      "updated_at": "2026-10-03T23:50:15.474Z",
      "evidence": [
        {
          "event_id": "ise-18a5392768af2aa00a106085",
          "stix_object_id": "incident--76ce2e34-cd56-5e87-8005-b844e7c1758e",
          "platform": "ioda",
          "observed_at": "2026-07-28T09:20:00.000Z",
          "name": "AKARI-NETWORKS-AS-AP -- Wan Chai",
          "value": "geoasn/38136-1601",
          "content_hash": "0133af1fb79c63aa",
          "object_json": {
            "id": "incident--76ce2e34-cd56-5e87-8005-b844e7c1758e",
            "name": "AKARI-NETWORKS-AS-AP -- Wan Chai",
            "type": "incident",
            "score": 139034.48275862067,
            "title": "AKARI-NETWORKS-AS-AP -- Wan Chai",
            "value": "geoasn/38136-1601",
            "method": "median",
            "location": "geoasn/38136-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-2a2783b54896325a2817e576",
      "entity_type": "asn",
      "entity_key": "AS134548",
      "geography": "1601",
      "started_at": "2026-08-13T02:25:00.000Z",
      "last_observed_at": "2026-08-13T02:25:00.000Z",
      "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": 5.365207206260306
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS134548"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:23.879Z",
      "updated_at": "2026-10-03T23:50:23.823Z",
      "evidence": [
        {
          "event_id": "ise-2a2783b54896325a2817e576",
          "stix_object_id": "incident--0c70b1d1-d2cb-5858-7b50-d77d8b1dd031",
          "platform": "ioda",
          "observed_at": "2026-08-13T02:25:00.000Z",
          "name": "DXTL-HK -- Wan Chai",
          "value": "geoasn/134548-1601",
          "content_hash": "09bec2ac29d080d5",
          "object_json": {
            "id": "incident--0c70b1d1-d2cb-5858-7b50-d77d8b1dd031",
            "name": "DXTL-HK -- Wan Chai",
            "type": "incident",
            "score": 231849.0566037736,
            "title": "DXTL-HK -- Wan Chai",
            "value": "geoasn/134548-1601",
            "method": "median",
            "location": "geoasn/134548-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-303c265f588987ad9e2c6442",
      "entity_type": "asn",
      "entity_key": "AS140227",
      "geography": "HK",
      "started_at": "2026-09-18T02:40:00.000Z",
      "last_observed_at": "2026-09-18T02:40:00.000Z",
      "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": 5.09919475130207
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS140227"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.784Z",
      "updated_at": "2026-10-03T23:50:35.253Z",
      "evidence": [
        {
          "event_id": "ise-303c265f588987ad9e2c6442",
          "stix_object_id": "incident--e230b94b-a189-5feb-de9a-1cf7c77d4a32",
          "platform": "ioda",
          "observed_at": "2026-09-18T02:40:00.000Z",
          "name": "HKCICL-AS-AP -- Hong Kong",
          "value": "geoasn/140227-hk",
          "content_hash": "23861181e3bf98bf",
          "object_json": {
            "id": "incident--e230b94b-a189-5feb-de9a-1cf7c77d4a32",
            "name": "HKCICL-AS-AP -- Hong Kong",
            "type": "incident",
            "score": 125658.33333333333,
            "title": "HKCICL-AS-AP -- Hong Kong",
            "value": "geoasn/140227-hk",
            "method": "median",
            "location": "geoasn/140227-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1372189
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-30af88e28ce0aad9fd167831",
      "entity_type": "asn",
      "entity_key": "AS212238",
      "geography": "2984",
      "started_at": "2026-09-21T14:35:00.000Z",
      "last_observed_at": "2026-09-21T14:35:00.000Z",
      "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": 4.952662970922086
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS212238"
      ],
      "affected_services": [],
      "affected_regions": [
        "2984"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-10-01T21:09:36.287Z",
      "updated_at": "2026-10-03T23:50:36.205Z",
      "evidence": [
        {
          "event_id": "ise-30af88e28ce0aad9fd167831",
          "stix_object_id": "incident--cc0c448f-ae3d-5b33-dfa3-5459d9cc454f",
          "platform": "ioda",
          "observed_at": "2026-09-21T14:35:00.000Z",
          "name": "CDNEXT -- Noord-Holland",
          "value": "geoasn/212238-2984",
          "content_hash": "ef49065e6c227e5c",
          "object_json": {
            "id": "incident--cc0c448f-ae3d-5b33-dfa3-5459d9cc454f",
            "name": "CDNEXT -- Noord-Holland",
            "type": "incident",
            "score": 89672.2625698324,
            "title": "CDNEXT -- Noord-Holland",
            "value": "geoasn/212238-2984",
            "method": "median",
            "location": "geoasn/212238-2984",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1070089
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-36dc472ca99d5c15088a3a46",
      "entity_type": "asn",
      "entity_key": "AS7540",
      "geography": "HK",
      "started_at": "2026-09-21T19:40:00.000Z",
      "last_observed_at": "2026-09-21T19:40:00.000Z",
      "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.ping-slash24.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.ping-slash24.score": 5.6045766542361095
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS7540"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-10-02T10:08:12.183Z",
      "updated_at": "2026-10-03T23:50:36.517Z",
      "evidence": [
        {
          "event_id": "ise-36dc472ca99d5c15088a3a46",
          "stix_object_id": "incident--ef9c6f5f-2eaf-5f7b-7b24-15de78f4d271",
          "platform": "ioda",
          "observed_at": "2026-09-21T19:40:00.000Z",
          "name": "HKCIX-AS-AP -- Hong Kong",
          "value": "geoasn/7540-hk",
          "content_hash": "72f54d75fdf1af9b",
          "object_json": {
            "id": "incident--ef9c6f5f-2eaf-5f7b-7b24-15de78f4d271",
            "name": "HKCIX-AS-AP -- Hong Kong",
            "type": "incident",
            "score": 402323.6612021857,
            "title": "HKCIX-AS-AP -- Hong Kong",
            "value": "geoasn/7540-hk",
            "method": "median",
            "location": "geoasn/7540-HK",
            "datasource": "ping-slash24",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1051789
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-3af3708ec9c5da61bb788d65",
      "entity_type": "asn",
      "entity_key": "AS134175",
      "geography": "1601",
      "started_at": "2026-08-13T02:30:00.000Z",
      "last_observed_at": "2026-08-13T02:30:00.000Z",
      "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": 5.996727587030013
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS134175"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:23.905Z",
      "updated_at": "2026-10-03T23:50:23.883Z",
      "evidence": [
        {
          "event_id": "ise-3af3708ec9c5da61bb788d65",
          "stix_object_id": "incident--a2d149e0-d9f3-51a3-44e6-0d4c7711ea50",
          "platform": "ioda",
          "observed_at": "2026-08-13T02:30:00.000Z",
          "name": "SH2206-AP -- Wan Chai",
          "value": "geoasn/134175-1601",
          "content_hash": "2a1a5fb5a9281085",
          "object_json": {
            "id": "incident--a2d149e0-d9f3-51a3-44e6-0d4c7711ea50",
            "name": "SH2206-AP -- Wan Chai",
            "type": "incident",
            "score": 992492.3076923077,
            "title": "SH2206-AP -- Wan Chai",
            "value": "geoasn/134175-1601",
            "method": "median",
            "location": "geoasn/134175-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-f7e09b613544df4203ea1963",
      "entity_type": "asn",
      "entity_key": "AS140227",
      "geography": "1601",
      "started_at": "2026-09-18T02:40:00.000Z",
      "last_observed_at": "2026-09-18T02:40:00.000Z",
      "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": 5.077980374836181
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS140227"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T03:05:25.777Z",
      "updated_at": "2026-10-03T23:50:35.262Z",
      "evidence": [
        {
          "event_id": "ise-f7e09b613544df4203ea1963",
          "stix_object_id": "incident--009e679d-d1d4-5ba1-38cd-bd833b5999e8",
          "platform": "ioda",
          "observed_at": "2026-09-18T02:40:00.000Z",
          "name": "HKCICL-AS-AP -- Wan Chai",
          "value": "geoasn/140227-1601",
          "content_hash": "7c180700d235e4a5",
          "object_json": {
            "id": "incident--009e679d-d1d4-5ba1-38cd-bd833b5999e8",
            "name": "HKCICL-AS-AP -- Wan Chai",
            "type": "incident",
            "score": 119667.64534883722,
            "title": "HKCICL-AS-AP -- Wan Chai",
            "value": "geoasn/140227-1601",
            "method": "median",
            "location": "geoasn/140227-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1372189
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-9bd68b86f3e60bc60a663216",
      "entity_type": "asn",
      "entity_key": "AS149175",
      "geography": "1601",
      "started_at": "2026-09-10T10:00:00.000Z",
      "last_observed_at": "2026-09-10T10:00:00.000Z",
      "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": 5.57748433174621
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS149175"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:06.940Z",
      "updated_at": "2026-10-03T23:50:31.698Z",
      "evidence": [
        {
          "event_id": "ise-9bd68b86f3e60bc60a663216",
          "stix_object_id": "incident--a64f5355-c4d8-5cd3-4a4a-923311891f6e",
          "platform": "ioda",
          "observed_at": "2026-09-10T10:00:00.000Z",
          "name": "UFWDTL-AS-AP -- Wan Chai",
          "value": "geoasn/149175-1601",
          "content_hash": "bc03196fb6f6f167",
          "object_json": {
            "id": "incident--a64f5355-c4d8-5cd3-4a4a-923311891f6e",
            "name": "UFWDTL-AS-AP -- Wan Chai",
            "type": "incident",
            "score": 377992.5,
            "title": "UFWDTL-AS-AP -- Wan Chai",
            "value": "geoasn/149175-1601",
            "method": "median",
            "location": "geoasn/149175-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814364
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-b25b82f1629ad32a8b4fdc2e",
      "entity_type": "asn",
      "entity_key": "AS134548",
      "geography": "1604",
      "started_at": "2026-08-13T02:25:00.000Z",
      "last_observed_at": "2026-08-13T02:25:00.000Z",
      "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": 5.517385754205995
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS134548"
      ],
      "affected_services": [],
      "affected_regions": [
        "1604"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:23.860Z",
      "updated_at": "2026-10-03T23:50:23.842Z",
      "evidence": [
        {
          "event_id": "ise-b25b82f1629ad32a8b4fdc2e",
          "stix_object_id": "incident--23dff807-fca0-5452-c656-33747536c17c",
          "platform": "ioda",
          "observed_at": "2026-08-13T02:25:00.000Z",
          "name": "DXTL-HK -- Yau Tsim Mong",
          "value": "geoasn/134548-1604",
          "content_hash": "2e0482982945c217",
          "object_json": {
            "id": "incident--23dff807-fca0-5452-c656-33747536c17c",
            "name": "DXTL-HK -- Yau Tsim Mong",
            "type": "incident",
            "score": 329142.85714285716,
            "title": "DXTL-HK -- Yau Tsim Mong",
            "value": "geoasn/134548-1604",
            "method": "median",
            "location": "geoasn/134548-1604",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-cdf454495f43d1385c88909e",
      "entity_type": "asn",
      "entity_key": "AS134175",
      "geography": "HK",
      "started_at": "2026-08-13T02:30:00.000Z",
      "last_observed_at": "2026-08-13T02:30:00.000Z",
      "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": 5.895827205732942
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS134175"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:23.887Z",
      "updated_at": "2026-10-03T23:50:23.873Z",
      "evidence": [
        {
          "event_id": "ise-cdf454495f43d1385c88909e",
          "stix_object_id": "incident--26334bd4-c3df-592c-cd0c-7eb60c768216",
          "platform": "ioda",
          "observed_at": "2026-08-13T02:30:00.000Z",
          "name": "SH2206-AP -- Hong Kong",
          "value": "geoasn/134175-hk",
          "content_hash": "c908e2a3e05dfac8",
          "object_json": {
            "id": "incident--26334bd4-c3df-592c-cd0c-7eb60c768216",
            "name": "SH2206-AP -- Hong Kong",
            "type": "incident",
            "score": 786731.7073170731,
            "title": "SH2206-AP -- Hong Kong",
            "value": "geoasn/134175-hk",
            "method": "median",
            "location": "geoasn/134175-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-d26492c895b5b571912144cf",
      "entity_type": "asn",
      "entity_key": "AS212238",
      "geography": "1601",
      "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": 5.308325009396636
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS212238"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:19.258Z",
      "updated_at": "2026-10-03T23:50:18.985Z",
      "evidence": [
        {
          "event_id": "ise-d26492c895b5b571912144cf",
          "stix_object_id": "incident--7f38ed0c-c9fe-56a0-d5a3-8a011fb1a330",
          "platform": "ioda",
          "observed_at": "2026-07-30T10:00:00.000Z",
          "name": "CDNEXT -- Wan Chai",
          "value": "geoasn/212238-1601",
          "content_hash": "3b177048bb64a0bf",
          "object_json": {
            "id": "incident--7f38ed0c-c9fe-56a0-d5a3-8a011fb1a330",
            "name": "CDNEXT -- Wan Chai",
            "type": "incident",
            "score": 203386.85185185182,
            "title": "CDNEXT -- Wan Chai",
            "value": "geoasn/212238-1601",
            "method": "median",
            "location": "geoasn/212238-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1098289
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-d59d4093dfbc239c6cbd4f56",
      "entity_type": "asn",
      "entity_key": "AS149175",
      "geography": "HK",
      "started_at": "2026-09-10T10:00:00.000Z",
      "last_observed_at": "2026-09-10T10:00:00.000Z",
      "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": 5.7076239645450215
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS149175"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:06.860Z",
      "updated_at": "2026-10-03T23:50:31.629Z",
      "evidence": [
        {
          "event_id": "ise-d59d4093dfbc239c6cbd4f56",
          "stix_object_id": "incident--dd0a1048-caa0-58d8-b9d8-280124daebc4",
          "platform": "ioda",
          "observed_at": "2026-09-10T10:00:00.000Z",
          "name": "UFWDTL-AS-AP -- Hong Kong",
          "value": "geoasn/149175-hk",
          "content_hash": "4bd81c95c579936b",
          "object_json": {
            "id": "incident--dd0a1048-caa0-58d8-b9d8-280124daebc4",
            "name": "UFWDTL-AS-AP -- Hong Kong",
            "type": "incident",
            "score": 510062.1686746988,
            "title": "UFWDTL-AS-AP -- Hong Kong",
            "value": "geoasn/149175-hk",
            "method": "median",
            "location": "geoasn/149175-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814364
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-d9c9e93724e1eddb4e9e0f66",
      "entity_type": "asn",
      "entity_key": "AS38136",
      "geography": "HK",
      "started_at": "2026-07-28T09:20:00.000Z",
      "last_observed_at": "2026-07-28T09:20:00.000Z",
      "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": 5.114162168660037
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS38136"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:14.909Z",
      "updated_at": "2026-10-03T23:50:15.465Z",
      "evidence": [
        {
          "event_id": "ise-d9c9e93724e1eddb4e9e0f66",
          "stix_object_id": "incident--43523ee4-369b-5b15-db3a-3642e2a5e9c0",
          "platform": "ioda",
          "observed_at": "2026-07-28T09:20:00.000Z",
          "name": "AKARI-NETWORKS-AS-AP -- Hong Kong",
          "value": "geoasn/38136-hk",
          "content_hash": "d74b1c90551f0123",
          "object_json": {
            "id": "incident--43523ee4-369b-5b15-db3a-3642e2a5e9c0",
            "name": "AKARI-NETWORKS-AS-AP -- Hong Kong",
            "type": "incident",
            "score": 130064.51612903224,
            "title": "AKARI-NETWORKS-AS-AP -- Hong Kong",
            "value": "geoasn/38136-hk",
            "method": "median",
            "location": "geoasn/38136-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-e8f7884bce9f219cc011626b",
      "entity_type": "asn",
      "entity_key": "AS9908",
      "geography": "HK",
      "started_at": "2026-08-11T04:00:00.000Z",
      "last_observed_at": "2026-08-11T04:00:00.000Z",
      "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": 5.223618718882859
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS9908"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:21.927Z",
      "updated_at": "2026-10-03T23:50:21.627Z",
      "evidence": [
        {
          "event_id": "ise-e8f7884bce9f219cc011626b",
          "stix_object_id": "incident--390cf48d-05be-5509-ea7e-aa37a8002e7d",
          "platform": "ioda",
          "observed_at": "2026-08-11T04:00:00.000Z",
          "name": "HKCABLE2-HK-AP -- Hong Kong",
          "value": "geoasn/9908-hk",
          "content_hash": "7245efe7c552af91",
          "object_json": {
            "id": "incident--390cf48d-05be-5509-ea7e-aa37a8002e7d",
            "name": "HKCABLE2-HK-AP -- Hong Kong",
            "type": "incident",
            "score": 167346.3035019455,
            "title": "HKCABLE2-HK-AP -- Hong Kong",
            "value": "geoasn/9908-hk",
            "method": "median",
            "location": "geoasn/9908-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-186565d2d1958cb226593c26",
      "entity_type": "asn",
      "entity_key": "AS212238",
      "geography": "HK",
      "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": 5.205071672671866
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS212238"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:19.269Z",
      "updated_at": "2026-10-03T23:50:18.976Z",
      "evidence": [
        {
          "event_id": "ise-186565d2d1958cb226593c26",
          "stix_object_id": "incident--2e0d0dd7-b47f-590c-07bd-93b674f2ff7f",
          "platform": "ioda",
          "observed_at": "2026-07-30T10:00:00.000Z",
          "name": "CDNEXT -- Hong Kong",
          "value": "geoasn/212238-hk",
          "content_hash": "225bc396596a5fb1",
          "object_json": {
            "id": "incident--2e0d0dd7-b47f-590c-07bd-93b674f2ff7f",
            "name": "CDNEXT -- Hong Kong",
            "type": "incident",
            "score": 160350,
            "title": "CDNEXT -- Hong Kong",
            "value": "geoasn/212238-hk",
            "method": "median",
            "location": "geoasn/212238-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 962100
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-54060fd05a4711588dd7feff",
      "entity_type": "asn",
      "entity_key": "AS134548",
      "geography": "HK",
      "started_at": "2026-08-13T02:25:00.000Z",
      "last_observed_at": "2026-08-13T02:25:00.000Z",
      "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": 5.192458975877521
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS134548"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:23.868Z",
      "updated_at": "2026-10-03T23:50:23.833Z",
      "evidence": [
        {
          "event_id": "ise-54060fd05a4711588dd7feff",
          "stix_object_id": "incident--32563262-a01f-5ac5-10bd-390215c8caae",
          "platform": "ioda",
          "observed_at": "2026-08-13T02:25:00.000Z",
          "name": "DXTL-HK -- Hong Kong",
          "value": "geoasn/134548-hk",
          "content_hash": "0eb1bd37f78dbc8b",
          "object_json": {
            "id": "incident--32563262-a01f-5ac5-10bd-390215c8caae",
            "name": "DXTL-HK -- Hong Kong",
            "type": "incident",
            "score": 155760.0893569491,
            "title": "DXTL-HK -- Hong Kong",
            "value": "geoasn/134548-hk",
            "method": "median",
            "location": "geoasn/134548-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1525232
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-5d4e50ca066fb2b5879460d2",
      "entity_type": "asn",
      "entity_key": "AS9908",
      "geography": "1601",
      "started_at": "2026-08-11T04:00:00.000Z",
      "last_observed_at": "2026-08-11T04:00:00.000Z",
      "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": 5.2532644438740865
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS9908"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:21.916Z",
      "updated_at": "2026-10-03T23:50:21.610Z",
      "evidence": [
        {
          "event_id": "ise-5d4e50ca066fb2b5879460d2",
          "stix_object_id": "incident--9daa020a-a0f2-5628-cf5d-3139f6521aa1",
          "platform": "ioda",
          "observed_at": "2026-08-11T04:00:00.000Z",
          "name": "HKCABLE2-HK-AP -- Wan Chai",
          "value": "geoasn/9908-1601",
          "content_hash": "2d74b7c615d85c16",
          "object_json": {
            "id": "incident--9daa020a-a0f2-5628-cf5d-3139f6521aa1",
            "name": "HKCABLE2-HK-AP -- Wan Chai",
            "type": "incident",
            "score": 179168.64940517844,
            "title": "HKCABLE2-HK-AP -- Wan Chai",
            "value": "geoasn/9908-1601",
            "method": "median",
            "location": "geoasn/9908-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-5e7662058fbf19b88814250a",
      "entity_type": "asn",
      "entity_key": "AS15412",
      "geography": "1601",
      "started_at": "2026-09-06T23:30:00.000Z",
      "last_observed_at": "2026-09-06T23:30:00.000Z",
      "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": 5.73515845779771
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS15412"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:02.780Z",
      "updated_at": "2026-10-03T23:50:28.306Z",
      "evidence": [
        {
          "event_id": "ise-5e7662058fbf19b88814250a",
          "stix_object_id": "incident--f88a6cf9-139c-51f5-c6d8-7f5be921dc17",
          "platform": "ioda",
          "observed_at": "2026-09-06T23:30:00.000Z",
          "name": "FLAG-AS -- Wan Chai",
          "value": "geoasn/15412-1601",
          "content_hash": "a56a968cb583b885",
          "object_json": {
            "id": "incident--f88a6cf9-139c-51f5-c6d8-7f5be921dc17",
            "name": "FLAG-AS -- Wan Chai",
            "type": "incident",
            "score": 543447.5793650794,
            "title": "FLAG-AS -- Wan Chai",
            "value": "geoasn/15412-1601",
            "method": "median",
            "location": "geoasn/15412-1601",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1244989
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-6b5e3e69b247732ae569cfcf",
      "entity_type": "asn",
      "entity_key": "AS15412",
      "geography": "HK",
      "started_at": "2026-09-06T23:30:00.000Z",
      "last_observed_at": "2026-09-06T23:30:00.000Z",
      "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": 5.714955109763969
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS15412"
      ],
      "affected_services": [],
      "affected_regions": [
        "HK"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:02.968Z",
      "updated_at": "2026-10-03T23:50:28.039Z",
      "evidence": [
        {
          "event_id": "ise-6b5e3e69b247732ae569cfcf",
          "stix_object_id": "incident--5882abbe-1a46-5ac5-ae02-a4911e02901e",
          "platform": "ioda",
          "observed_at": "2026-09-06T23:30:00.000Z",
          "name": "FLAG-AS -- Hong Kong",
          "value": "geoasn/15412-hk",
          "content_hash": "24ed0a06bf745960",
          "object_json": {
            "id": "incident--5882abbe-1a46-5ac5-ae02-a4911e02901e",
            "name": "FLAG-AS -- Hong Kong",
            "type": "incident",
            "score": 518745.4166666666,
            "title": "FLAG-AS -- Hong Kong",
            "value": "geoasn/15412-hk",
            "method": "median",
            "location": "geoasn/15412-HK",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1244989
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-731d7ec282fdc221d1c2fac9",
      "entity_type": "asn",
      "entity_key": "AS7540",
      "geography": "1601",
      "started_at": "2026-09-21T19:40:00.000Z",
      "last_observed_at": "2026-09-21T19:40:00.000Z",
      "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.ping-slash24.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.ping-slash24.score": 5.6045766542361095
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS7540"
      ],
      "affected_services": [],
      "affected_regions": [
        "1601"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-10-02T10:08:12.201Z",
      "updated_at": "2026-10-03T23:50:36.550Z",
      "evidence": [
        {
          "event_id": "ise-731d7ec282fdc221d1c2fac9",
          "stix_object_id": "incident--4a590edd-30d7-5b64-b366-1cd1ddf3bf12",
          "platform": "ioda",
          "observed_at": "2026-09-21T19:40:00.000Z",
          "name": "HKCIX-AS-AP -- Wan Chai",
          "value": "geoasn/7540-1601",
          "content_hash": "70e392419958310f",
          "object_json": {
            "id": "incident--4a590edd-30d7-5b64-b366-1cd1ddf3bf12",
            "name": "HKCIX-AS-AP -- Wan Chai",
            "type": "incident",
            "score": 402323.6612021857,
            "title": "HKCIX-AS-AP -- Wan Chai",
            "value": "geoasn/7540-1601",
            "method": "median",
            "location": "geoasn/7540-1601",
            "datasource": "ping-slash24",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1051789
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-414e2692d99f81922df3a8e7",
      "entity_type": "asn",
      "entity_key": "AS7540",
      "geography": null,
      "started_at": "2026-09-21T19:40:00.000Z",
      "last_observed_at": "2026-09-21T19:40:00.000Z",
      "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.ping-slash24.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.ping-slash24.score": 5.583726568351318
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS7540"
      ],
      "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": "2026-10-02T10:08:12.216Z",
      "updated_at": "2026-10-03T23:50:36.580Z",
      "evidence": [
        {
          "event_id": "ise-414e2692d99f81922df3a8e7",
          "stix_object_id": "incident--bd22055b-9f76-5a36-7779-073d8c492bc3",
          "platform": "ioda",
          "observed_at": "2026-09-21T19:40:00.000Z",
          "name": "AS7540 (HKCIX-AS-AP)",
          "value": "asn/7540",
          "content_hash": "f1abd0244483a40e",
          "object_json": {
            "id": "incident--bd22055b-9f76-5a36-7779-073d8c492bc3",
            "name": "AS7540 (HKCIX-AS-AP)",
            "type": "incident",
            "score": 383464.7395833333,
            "title": "AS7540 (HKCIX-AS-AP)",
            "value": "asn/7540",
            "method": "median",
            "location": "asn/7540",
            "datasource": "ping-slash24",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1051789
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-4dba2e7f1b41b97364ac1a4c",
      "entity_type": "asn",
      "entity_key": "AS38136",
      "geography": null,
      "started_at": "2026-07-28T09:20:00.000Z",
      "last_observed_at": "2026-07-28T09:20:00.000Z",
      "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": 4.568105765937985
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS38136"
      ],
      "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": "2026-08-29T22:33:14.922Z",
      "updated_at": "2026-10-03T23:50:15.484Z",
      "evidence": [
        {
          "event_id": "ise-4dba2e7f1b41b97364ac1a4c",
          "stix_object_id": "incident--2ec63b90-1999-5e30-5ab3-99a874df8032",
          "platform": "ioda",
          "observed_at": "2026-07-28T09:20:00.000Z",
          "name": "AS38136 (AKARI-NETWORKS-AS-AP)",
          "value": "asn/38136",
          "content_hash": "13faa8a6b23396a8",
          "object_json": {
            "id": "incident--2ec63b90-1999-5e30-5ab3-99a874df8032",
            "name": "AS38136 (AKARI-NETWORKS-AS-AP)",
            "type": "incident",
            "score": 36990.8256880734,
            "title": "AS38136 (AKARI-NETWORKS-AS-AP)",
            "value": "asn/38136",
            "method": "median",
            "location": "asn/38136",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-a4c042197634aa148e5e7ecf",
      "entity_type": "asn",
      "entity_key": "AS134175",
      "geography": null,
      "started_at": "2026-08-13T02:30:00.000Z",
      "last_observed_at": "2026-08-13T02:30:00.000Z",
      "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": 5.280726081224195
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS134175"
      ],
      "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": "2026-08-29T22:33:23.897Z",
      "updated_at": "2026-10-03T23:50:23.859Z",
      "evidence": [
        {
          "event_id": "ise-a4c042197634aa148e5e7ecf",
          "stix_object_id": "incident--9d6c9662-69ea-5dca-e441-d11533ce8e40",
          "platform": "ioda",
          "observed_at": "2026-08-13T02:30:00.000Z",
          "name": "AS134175 (SH2206-AP)",
          "value": "asn/134175",
          "content_hash": "f00dc1c07cf4131e",
          "object_json": {
            "id": "incident--9d6c9662-69ea-5dca-e441-d11533ce8e40",
            "name": "AS134175 (SH2206-AP)",
            "type": "incident",
            "score": 190863.9053254438,
            "title": "AS134175 (SH2206-AP)",
            "value": "asn/134175",
            "method": "median",
            "location": "asn/134175",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-7f8c1bcf25d1d9b21f73da7b",
      "entity_type": "asn",
      "entity_key": "AS134548",
      "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": 5.1474476566695335
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS134548"
      ],
      "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": "2026-08-29T22:33:15.996Z",
      "updated_at": "2026-10-03T23:50:16.193Z",
      "evidence": [
        {
          "event_id": "ise-7f8c1bcf25d1d9b21f73da7b",
          "stix_object_id": "incident--cc5480ea-025c-5975-8706-26a43a4b990e",
          "platform": "ioda",
          "observed_at": "2026-07-28T14:30:00.000Z",
          "name": "AS134548 (DXTL-HK)",
          "value": "asn/134548",
          "content_hash": "c39fac5c58ee9fe6",
          "object_json": {
            "id": "incident--cc5480ea-025c-5975-8706-26a43a4b990e",
            "name": "AS134548 (DXTL-HK)",
            "type": "incident",
            "score": 140425.04249291783,
            "title": "AS134548 (DXTL-HK)",
            "value": "asn/134548",
            "method": "median",
            "location": "asn/134548",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1525232
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-958727e0b3e9267a66dff15a",
      "entity_type": "asn",
      "entity_key": "AS9908",
      "geography": null,
      "started_at": "2026-08-11T04:00:00.000Z",
      "last_observed_at": "2026-08-11T04:00:00.000Z",
      "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": 5.188986836872723
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS9908"
      ],
      "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": "2026-08-29T22:33:21.906Z",
      "updated_at": "2026-10-03T23:50:21.619Z",
      "evidence": [
        {
          "event_id": "ise-958727e0b3e9267a66dff15a",
          "stix_object_id": "incident--8b98942a-3e05-5251-ebd9-d88f411a546e",
          "platform": "ioda",
          "observed_at": "2026-08-11T04:00:00.000Z",
          "name": "AS9908 (HKCABLE2-HK-AP)",
          "value": "asn/9908",
          "content_hash": "7415323438ea5430",
          "object_json": {
            "id": "incident--8b98942a-3e05-5251-ebd9-d88f411a546e",
            "name": "AS9908 (HKCABLE2-HK-AP)",
            "type": "incident",
            "score": 154519.76047904193,
            "title": "AS9908 (HKCABLE2-HK-AP)",
            "value": "asn/9908",
            "method": "median",
            "location": "asn/9908",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-60b0f9242dfe05b33b078504",
      "entity_type": "asn",
      "entity_key": "AS149175",
      "geography": null,
      "started_at": "2026-09-10T02:50:00.000Z",
      "last_observed_at": "2026-09-10T02:50:00.000Z",
      "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": 5.454104509439415
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS149175"
      ],
      "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": "2026-09-26T10:52:06.725Z",
      "updated_at": "2026-10-03T23:50:31.466Z",
      "evidence": [
        {
          "event_id": "ise-60b0f9242dfe05b33b078504",
          "stix_object_id": "incident--2eff62ef-3815-50c3-7df5-bdccd32f9325",
          "platform": "ioda",
          "observed_at": "2026-09-10T02:50:00.000Z",
          "name": "AS149175 (UFWDTL-AS-AP)",
          "value": "asn/149175",
          "content_hash": "3f284990903de769",
          "object_json": {
            "id": "incident--2eff62ef-3815-50c3-7df5-bdccd32f9325",
            "name": "AS149175 (UFWDTL-AS-AP)",
            "type": "incident",
            "score": 284513.56862745096,
            "title": "AS149175 (UFWDTL-AS-AP)",
            "value": "asn/149175",
            "method": "median",
            "location": "asn/149175",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813774
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-a575e560d316a6b22f52ba6d",
      "entity_type": "asn",
      "entity_key": "AS140227",
      "geography": null,
      "started_at": "2026-09-11T03:50:00.000Z",
      "last_observed_at": "2026-09-11T03:50:00.000Z",
      "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": 5.492319427604645
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS140227"
      ],
      "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": "2026-09-26T10:52:07.560Z",
      "updated_at": "2026-10-03T23:50:32.071Z",
      "evidence": [
        {
          "event_id": "ise-a575e560d316a6b22f52ba6d",
          "stix_object_id": "incident--44e74047-4205-5c95-650f-8885218b103f",
          "platform": "ioda",
          "observed_at": "2026-09-11T03:50:00.000Z",
          "name": "AS140227 (HKCICL-AS-AP)",
          "value": "asn/140227",
          "content_hash": "7f22f2d995208628",
          "object_json": {
            "id": "incident--44e74047-4205-5c95-650f-8885218b103f",
            "name": "AS140227 (HKCICL-AS-AP)",
            "type": "incident",
            "score": 310683.3860342557,
            "title": "AS140227 (HKCICL-AS-AP)",
            "value": "asn/140227",
            "method": "median",
            "location": "asn/140227",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813913
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-7159885fa47c03653f30b8db",
      "entity_type": "asn",
      "entity_key": "AS15412",
      "geography": null,
      "started_at": "2026-09-06T23:30:00.000Z",
      "last_observed_at": "2026-09-06T23:30:00.000Z",
      "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": 4.942889107718608
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS15412"
      ],
      "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": "2026-09-26T10:52:02.740Z",
      "updated_at": "2026-10-03T23:50:28.138Z",
      "evidence": [
        {
          "event_id": "ise-7159885fa47c03653f30b8db",
          "stix_object_id": "incident--91a4c30d-a210-5906-7be9-041f043403c1",
          "platform": "ioda",
          "observed_at": "2026-09-06T23:30:00.000Z",
          "name": "AS15412 (FLAG-AS)",
          "value": "asn/15412",
          "content_hash": "3f0fc49339103dc4",
          "object_json": {
            "id": "incident--91a4c30d-a210-5906-7be9-041f043403c1",
            "name": "AS15412 (FLAG-AS)",
            "type": "incident",
            "score": 87676.6917293233,
            "title": "AS15412 (FLAG-AS)",
            "value": "asn/15412",
            "method": "median",
            "location": "asn/15412",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 538200
          }
        }
      ],
      "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--26d22ddf-227e-54cc-da24-058df8a5d6b7",
      "incident--744e3070-5d60-55ee-af66-00a2dbe4ce26",
      "incident--5b853d2e-1866-5055-ff97-97f58671d3a7",
      "incident--0f6f9df9-7e7b-5dbd-ba10-3a4bc9a34e6c",
      "incident--d4c74a99-fb92-5d6e-0cdd-15fb2d4e33d1",
      "incident--19f40118-ea43-52dd-144d-cbe645aaedbe",
      "incident--03ded034-8e07-5f4c-4c07-9e9c172afcfa",
      "incident--24f4c1e0-110f-5193-9a62-e0e4041c4c8d",
      "incident--f795d320-3c74-5170-d5d1-5e11590e50bb",
      "incident--b2a348d5-24af-5189-d679-ac0ce592e2cd",
      "incident--151ee704-80bd-507f-3135-cb364bf0302d",
      "incident--edb0250c-1ee4-54ae-7467-83e70de25b73",
      "incident--320c582b-5d91-5098-1243-4e4a2c76b400",
      "incident--76ce2e34-cd56-5e87-8005-b844e7c1758e",
      "incident--0c70b1d1-d2cb-5858-7b50-d77d8b1dd031",
      "incident--e230b94b-a189-5feb-de9a-1cf7c77d4a32",
      "incident--cc0c448f-ae3d-5b33-dfa3-5459d9cc454f",
      "incident--ef9c6f5f-2eaf-5f7b-7b24-15de78f4d271",
      "incident--a2d149e0-d9f3-51a3-44e6-0d4c7711ea50",
      "incident--009e679d-d1d4-5ba1-38cd-bd833b5999e8",
      "incident--a64f5355-c4d8-5cd3-4a4a-923311891f6e",
      "incident--23dff807-fca0-5452-c656-33747536c17c",
      "incident--26334bd4-c3df-592c-cd0c-7eb60c768216",
      "incident--7f38ed0c-c9fe-56a0-d5a3-8a011fb1a330",
      "incident--dd0a1048-caa0-58d8-b9d8-280124daebc4",
      "incident--43523ee4-369b-5b15-db3a-3642e2a5e9c0",
      "incident--390cf48d-05be-5509-ea7e-aa37a8002e7d",
      "incident--2e0d0dd7-b47f-590c-07bd-93b674f2ff7f",
      "incident--32563262-a01f-5ac5-10bd-390215c8caae",
      "incident--9daa020a-a0f2-5628-cf5d-3139f6521aa1",
      "incident--f88a6cf9-139c-51f5-c6d8-7f5be921dc17",
      "incident--5882abbe-1a46-5ac5-ae02-a4911e02901e",
      "incident--4a590edd-30d7-5b64-b366-1cd1ddf3bf12",
      "incident--bd22055b-9f76-5a36-7779-073d8c492bc3",
      "incident--2ec63b90-1999-5e30-5ab3-99a874df8032",
      "incident--9d6c9662-69ea-5dca-e441-d11533ce8e40",
      "incident--cc5480ea-025c-5975-8706-26a43a4b990e",
      "incident--8b98942a-3e05-5251-ebd9-d88f411a546e",
      "incident--2eff62ef-3815-50c3-7df5-bdccd32f9325",
      "incident--44e74047-4205-5c95-650f-8885218b103f",
      "incident--91a4c30d-a210-5906-7be9-041f043403c1"
    ],
    "cross_domain": "Attached air, maritime, reference-CTI, and proprietary nodes are co-occurrence notes. They are not inputs to the stress score."
  }
}