{
  "service": "h3xa",
  "kind": "executive-briefing",
  "generated_at": "2026-10-28T18:08:35.212Z",
  "model_version": "h3xa-iss-1.1",
  "situation": {
    "id": "sit-7404a394bd2d0670cf58753e",
    "scope_type": "country",
    "scope_key": "AR",
    "geography": "AR",
    "title": "Internet disruption in AR",
    "started_at": "2026-08-11T08:00:00.000Z",
    "last_observed_at": "2026-10-03T01:00:00.000Z",
    "status": "active",
    "classification": "ROUTING_DISRUPTION",
    "trajectory": "STABLE",
    "stress_score": 39,
    "confidence": 61,
    "event_count": 7,
    "affected_asns": [
      "AS22080",
      "AS52271"
    ],
    "affected_services": [],
    "affected_regions": [
      "AR",
      "119",
      "123"
    ],
    "source_count": 2,
    "record_origin": "unrecorded",
    "first_seen": "2026-08-29T22:33:33.409Z",
    "updated_at": "2026-10-03T23:39:45.435Z"
  },
  "events": [
    {
      "id": "ise-a6dadf502bd8218dfef0a952",
      "entity_type": "country",
      "entity_key": "AR",
      "geography": "AR",
      "started_at": "2026-08-11T08:00:00.000Z",
      "last_observed_at": "2026-10-03T01:00:00.000Z",
      "status": "active",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "STABLE",
      "stress_score": 39,
      "confidence": 10,
      "components": {
        "anomaly": 0.7744766243220647,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 0.04186413902053712
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.5,
        "statistical_significance": 0.7744766243220647
      },
      "baseline": {
        "signals": [
          "voidly.anomaly_rate"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "voidly.anomaly_rate": 0.011385199240986717
      },
      "deviation": {
        "max_anomaly": 0.7744766243220647,
        "max_deviation": 0.04186413902053712
      },
      "affected_asns": [],
      "affected_services": [],
      "affected_regions": [
        "AR"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "insufficient corroboration"
      ],
      "observation_count": 19,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:22.099Z",
      "updated_at": "2026-10-03T23:50:21.743Z",
      "evidence": [
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--1be25aa7-3c3c-5c94-1c39-88ce7435e282",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-11T08:00:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0099",
          "content_hash": "3ccc1f7d39f9d534",
          "object_json": {
            "id": "incident--1be25aa7-3c3c-5c94-1c39-88ce7435e282",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0099",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-11T08:00:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.04186413902053712,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--f0a53dd9-9456-5051-08df-32de9633e779",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-12T23:40:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0100",
          "content_hash": "4f32b464a373de73",
          "object_json": {
            "id": "incident--f0a53dd9-9456-5051-08df-32de9633e779",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0100",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-12T23:40:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.02095238095238095,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--e9bf25d7-87e0-5db0-ea2f-248c42b6d9e8",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-13T05:55:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0101",
          "content_hash": "e1e1d85a2edebddd",
          "object_json": {
            "id": "incident--e9bf25d7-87e0-5db0-ea2f-248c42b6d9e8",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0101",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-13T17:05:00Z",
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-13T05:55:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.013745704467353952,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--bbf29fc3-d224-501b-fd6d-7a529ebf4023",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-26T10:55:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0107",
          "content_hash": "d2177ee454f680d9",
          "object_json": {
            "id": "incident--bbf29fc3-d224-501b-fd6d-7a529ebf4023",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0107",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-26T10:55:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.02095238095238095,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--b36f93a7-204f-5f1a-c5d5-c2e494dde09a",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-28T03:55:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0108",
          "content_hash": "92e872633cd34206",
          "object_json": {
            "id": "incident--b36f93a7-204f-5f1a-c5d5-c2e494dde09a",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0108",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-28T18:40:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-08-28T03:55:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 3 critical alerts recorded.",
            "anomaly_rate": 0.04577734288826906,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 14.75,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--ee68498b-566c-55e5-2b5c-0c9e0d52011f",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-29T06:00:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0109",
          "content_hash": "320cc9d89f364683",
          "object_json": {
            "id": "incident--ee68498b-566c-55e5-2b5c-0c9e0d52011f",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0109",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-29T17:15:00Z",
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-29T06:00:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.022813688212927757,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 11.25,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--42d0a149-1c75-59e3-612b-d119e8dc3d22",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-30T10:55:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0110",
          "content_hash": "439f3cd0fc539550",
          "object_json": {
            "id": "incident--42d0a149-1c75-59e3-612b-d119e8dc3d22",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0110",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-30T17:00:00Z",
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-30T10:55:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.013307984790874524,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--a2b47a4e-7feb-5076-fe0d-34915a9a65cb",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-22T16:25:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0126",
          "content_hash": "75d4f82bed9c56b5",
          "object_json": {
            "id": "incident--a2b47a4e-7feb-5076-fe0d-34915a9a65cb",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0126",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-22T16:25:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.017077798861480076,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--2506f8ff-9806-54db-5190-60fcebec686e",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-23T14:15:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0127",
          "content_hash": "7884136d305e826d",
          "object_json": {
            "id": "incident--2506f8ff-9806-54db-5190-60fcebec686e",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0127",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-23T14:15:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.0163265306122449,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 0,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--ac45b898-8338-5111-7b10-4055dc47891a",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-24T03:05:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0128",
          "content_hash": "182e213283121d87",
          "object_json": {
            "id": "incident--ac45b898-8338-5111-7b10-4055dc47891a",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0128",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-24T17:35:00Z",
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-24T03:05:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.010309278350515464,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 14.5,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--29b84120-1ac3-520a-742f-268882d9a43c",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-25T13:55:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0129",
          "content_hash": "3aaef080d261f0bf",
          "object_json": {
            "id": "incident--29b84120-1ac3-520a-742f-268882d9a43c",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0129",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-25T13:55:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.030229746070133012,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 0,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--8e9d8d07-eb91-573f-05f7-ad1d4d525e09",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-26T16:15:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0130",
          "content_hash": "e88a6b99722ba289",
          "object_json": {
            "id": "incident--8e9d8d07-eb91-573f-05f7-ad1d4d525e09",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0130",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-26T17:35:00Z",
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-26T16:15:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.015180265654648957,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 1.3333,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--46edcae7-35d0-5d57-9edb-789ed4223965",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-27T07:30:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0131",
          "content_hash": "7bc84c807a159f43",
          "object_json": {
            "id": "incident--46edcae7-35d0-5d57-9edb-789ed4223965",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0131",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-27T16:30:00Z",
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-09-27T07:30:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.010309278350515464,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--0c1fee42-4a6b-5316-2533-93adcfe331ec",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-28T09:45:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0132",
          "content_hash": "1e8c027f75a8d1da",
          "object_json": {
            "id": "incident--0c1fee42-4a6b-5316-2533-93adcfe331ec",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0132",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-28T21:05:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-09-28T09:45:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 2 critical alerts recorded.",
            "anomaly_rate": 0.013629215446444173,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--0ffbca11-6703-5f5a-81cf-0fc1b00aabf1",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-29T03:45:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0133",
          "content_hash": "ebe05c8302287b6b",
          "object_json": {
            "id": "incident--0ffbca11-6703-5f5a-81cf-0fc1b00aabf1",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0133",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-29T05:05:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-09-29T03:45:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 2 critical alerts recorded.",
            "anomaly_rate": 0.011764705882352941,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--2066bfc3-0268-5ab7-76ab-4e535002efbb",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-30T16:00:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0134",
          "content_hash": "12440a6aa63ecfec",
          "object_json": {
            "id": "incident--2066bfc3-0268-5ab7-76ab-4e535002efbb",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0134",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-30T22:05:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-09-30T16:00:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 2 critical alerts recorded.",
            "anomaly_rate": 0.01347248576850095,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--8b8e3587-ffa9-5bbb-babf-f2607c032a94",
          "platform": "voidly-atlas",
          "observed_at": "2026-10-01T06:25:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0135",
          "content_hash": "ddfc9386b3cfa66e",
          "object_json": {
            "id": "incident--8b8e3587-ffa9-5bbb-babf-f2607c032a94",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0135",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-10-01T22:55:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-10-01T06:25:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 2 critical alerts recorded.",
            "anomaly_rate": 0.03129611460315937,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--d5b9b4db-e597-56cb-769d-6fa554bc904a",
          "platform": "voidly-atlas",
          "observed_at": "2026-10-02T11:15:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0136",
          "content_hash": "49b5ec5263f3d323",
          "object_json": {
            "id": "incident--d5b9b4db-e597-56cb-769d-6fa554bc904a",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0136",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-10-02T17:20:00Z",
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-10-02T11:15:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.01694915254237288,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-a6dadf502bd8218dfef0a952",
          "stix_object_id": "incident--83d06e54-6a9a-5b2e-f1b3-bb7498db64f5",
          "platform": "voidly-atlas",
          "observed_at": "2026-10-03T01:00:00.000Z",
          "name": "Internet connectivity disruption in Argentina",
          "value": "ar-2026-0137",
          "content_hash": "eec364c086ebaaf2",
          "object_json": {
            "id": "incident--83d06e54-6a9a-5b2e-f1b3-bb7498db64f5",
            "name": "Internet connectivity disruption in Argentina",
            "type": "incident",
            "title": "Internet connectivity disruption in Argentina",
            "value": "ar-2026-0137",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-10-03T01:00:00Z",
            "description": "IODA detected significant connectivity drop in Argentina. 1 critical alerts recorded.",
            "anomaly_rate": 0.011385199240986717,
            "country_code": "AR",
            "country_name": "Argentina",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-7533c363cdd2b84c7e483029",
      "entity_type": "asn",
      "entity_key": "AS52271",
      "geography": "AR",
      "started_at": "2026-09-19T15:30:00.000Z",
      "last_observed_at": "2026-09-19T15:30:00.000Z",
      "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": 5.23594773980203
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS52271"
      ],
      "affected_services": [],
      "affected_regions": [
        "AR"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T22:49:08.930Z",
      "updated_at": "2026-10-03T23:50:35.653Z",
      "evidence": [
        {
          "event_id": "ise-7533c363cdd2b84c7e483029",
          "stix_object_id": "incident--497a3fb6-2358-5829-7d91-45b1922f364d",
          "platform": "ioda",
          "observed_at": "2026-09-19T15:30:00.000Z",
          "name": "AS52271 -- Argentina",
          "value": "geoasn/52271-ar",
          "content_hash": "689ee1455b52e2a2",
          "object_json": {
            "id": "incident--497a3fb6-2358-5829-7d91-45b1922f364d",
            "name": "AS52271 -- Argentina",
            "type": "incident",
            "score": 172165.13888888885,
            "title": "AS52271 -- Argentina",
            "value": "geoasn/52271-ar",
            "method": "median",
            "location": "geoasn/52271-AR",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1239589
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-bfe1ab5f127e207f5144ce04",
      "entity_type": "asn",
      "entity_key": "AS52271",
      "geography": "123",
      "started_at": "2026-09-19T15:30:00.000Z",
      "last_observed_at": "2026-09-19T15:30:00.000Z",
      "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": 5.23594773980203
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS52271"
      ],
      "affected_services": [],
      "affected_regions": [
        "123"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-30T22:38:12.135Z",
      "updated_at": "2026-10-03T23:50:35.668Z",
      "evidence": [
        {
          "event_id": "ise-bfe1ab5f127e207f5144ce04",
          "stix_object_id": "incident--9074fce5-f31e-5e4c-f978-fa09c48bfd1d",
          "platform": "ioda",
          "observed_at": "2026-09-19T15:30:00.000Z",
          "name": "AS52271 -- Córdoba",
          "value": "geoasn/52271-123",
          "content_hash": "ab264f5e5d1089d0",
          "object_json": {
            "id": "incident--9074fce5-f31e-5e4c-f978-fa09c48bfd1d",
            "name": "AS52271 -- Córdoba",
            "type": "incident",
            "score": 172165.13888888885,
            "title": "AS52271 -- Córdoba",
            "value": "geoasn/52271-123",
            "method": "median",
            "location": "geoasn/52271-123",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1239589
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-d6c1defef14766dbb8ab8d6e",
      "entity_type": "asn",
      "entity_key": "AS22080",
      "geography": "119",
      "started_at": "2026-09-10T15:35:00.000Z",
      "last_observed_at": "2026-09-10T15:35:00.000Z",
      "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": 6.397974061592222
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS22080"
      ],
      "affected_services": [],
      "affected_regions": [
        "119"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:07.289Z",
      "updated_at": "2026-10-03T23:50:31.878Z",
      "evidence": [
        {
          "event_id": "ise-d6c1defef14766dbb8ab8d6e",
          "stix_object_id": "incident--2e5d6e83-fd76-5f0d-3820-68109272609e",
          "platform": "ioda",
          "observed_at": "2026-09-10T15:35:00.000Z",
          "name": "AS22080 -- Buenos Aires",
          "value": "geoasn/22080-119",
          "content_hash": "4ef29b23cdb76560",
          "object_json": {
            "id": "incident--2e5d6e83-fd76-5f0d-3820-68109272609e",
            "name": "AS22080 -- Buenos Aires",
            "type": "incident",
            "score": 2500195.032051282,
            "title": "AS22080 -- Buenos Aires",
            "value": "geoasn/22080-119",
            "method": "median",
            "location": "geoasn/22080-119",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814095
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-efddcee3cf42283b30e4e6f2",
      "entity_type": "asn",
      "entity_key": "AS22080",
      "geography": "AR",
      "started_at": "2026-09-10T15:35:00.000Z",
      "last_observed_at": "2026-09-10T15:35:00.000Z",
      "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": 6.333062900044328
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS22080"
      ],
      "affected_services": [],
      "affected_regions": [
        "AR"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:07.299Z",
      "updated_at": "2026-10-03T23:50:31.886Z",
      "evidence": [
        {
          "event_id": "ise-efddcee3cf42283b30e4e6f2",
          "stix_object_id": "incident--f86d9aba-6a2f-51ee-2862-4920e071a741",
          "platform": "ioda",
          "observed_at": "2026-09-10T15:35:00.000Z",
          "name": "AS22080 -- Argentina",
          "value": "geoasn/22080-ar",
          "content_hash": "14cb78f036f4670f",
          "object_json": {
            "id": "incident--f86d9aba-6a2f-51ee-2862-4920e071a741",
            "name": "AS22080 -- Argentina",
            "type": "incident",
            "score": 2153092.550505051,
            "title": "AS22080 -- Argentina",
            "value": "geoasn/22080-ar",
            "method": "median",
            "location": "geoasn/22080-AR",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814095
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-87a3148ec17b868fed47b55b",
      "entity_type": "asn",
      "entity_key": "AS22080",
      "geography": null,
      "started_at": "2026-09-10T15:35:00.000Z",
      "last_observed_at": "2026-09-10T15:35:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 30,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 6.333062900044328
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS22080"
      ],
      "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": "2026-09-26T10:52:07.266Z",
      "updated_at": "2026-10-03T23:50:31.895Z",
      "evidence": [
        {
          "event_id": "ise-87a3148ec17b868fed47b55b",
          "stix_object_id": "incident--c34a9264-ebd5-5155-59d3-142ea14e9b85",
          "platform": "ioda",
          "observed_at": "2026-09-10T15:35:00.000Z",
          "name": "AS22080 ()",
          "value": "asn/22080",
          "content_hash": "ae0f246c934d20ac",
          "object_json": {
            "id": "incident--c34a9264-ebd5-5155-59d3-142ea14e9b85",
            "name": "AS22080 ()",
            "type": "incident",
            "score": 2153092.550505051,
            "title": "AS22080 ()",
            "value": "asn/22080",
            "method": "median",
            "location": "asn/22080",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1814095
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-6952b97ae3c6b87c579bb9ef",
      "entity_type": "asn",
      "entity_key": "AS52271",
      "geography": null,
      "started_at": "2026-09-19T15:30:00.000Z",
      "last_observed_at": "2026-09-19T15:30:00.000Z",
      "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": 5.23594773980203
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS52271"
      ],
      "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": "2026-09-30T22:04:54.583Z",
      "updated_at": "2026-10-03T23:50:35.660Z",
      "evidence": [
        {
          "event_id": "ise-6952b97ae3c6b87c579bb9ef",
          "stix_object_id": "incident--40793c2a-46f0-5912-5e6f-54d4d5433e0f",
          "platform": "ioda",
          "observed_at": "2026-09-19T15:30:00.000Z",
          "name": "AS52271 ()",
          "value": "asn/52271",
          "content_hash": "bfce99b1efd768f1",
          "object_json": {
            "id": "incident--40793c2a-46f0-5912-5e6f-54d4d5433e0f",
            "name": "AS52271 ()",
            "type": "incident",
            "score": 172165.13888888885,
            "title": "AS52271 ()",
            "value": "asn/52271",
            "method": "median",
            "location": "asn/52271",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1239589
          }
        }
      ],
      "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--1be25aa7-3c3c-5c94-1c39-88ce7435e282",
      "incident--f0a53dd9-9456-5051-08df-32de9633e779",
      "incident--e9bf25d7-87e0-5db0-ea2f-248c42b6d9e8",
      "incident--bbf29fc3-d224-501b-fd6d-7a529ebf4023",
      "incident--b36f93a7-204f-5f1a-c5d5-c2e494dde09a",
      "incident--ee68498b-566c-55e5-2b5c-0c9e0d52011f",
      "incident--42d0a149-1c75-59e3-612b-d119e8dc3d22",
      "incident--a2b47a4e-7feb-5076-fe0d-34915a9a65cb",
      "incident--2506f8ff-9806-54db-5190-60fcebec686e",
      "incident--ac45b898-8338-5111-7b10-4055dc47891a",
      "incident--29b84120-1ac3-520a-742f-268882d9a43c",
      "incident--8e9d8d07-eb91-573f-05f7-ad1d4d525e09",
      "incident--46edcae7-35d0-5d57-9edb-789ed4223965",
      "incident--0c1fee42-4a6b-5316-2533-93adcfe331ec",
      "incident--0ffbca11-6703-5f5a-81cf-0fc1b00aabf1",
      "incident--2066bfc3-0268-5ab7-76ab-4e535002efbb",
      "incident--8b8e3587-ffa9-5bbb-babf-f2607c032a94",
      "incident--d5b9b4db-e597-56cb-769d-6fa554bc904a",
      "incident--83d06e54-6a9a-5b2e-f1b3-bb7498db64f5",
      "incident--497a3fb6-2358-5829-7d91-45b1922f364d",
      "incident--9074fce5-f31e-5e4c-f978-fa09c48bfd1d",
      "incident--2e5d6e83-fd76-5f0d-3820-68109272609e",
      "incident--f86d9aba-6a2f-51ee-2862-4920e071a741",
      "incident--c34a9264-ebd5-5155-59d3-142ea14e9b85",
      "incident--40793c2a-46f0-5912-5e6f-54d4d5433e0f"
    ],
    "cross_domain": "Attached air, maritime, reference-CTI, and proprietary nodes are co-occurrence notes. They are not inputs to the stress score."
  }
}