{
  "service": "h3xa",
  "kind": "executive-briefing",
  "generated_at": "2026-10-28T18:08:39.078Z",
  "model_version": "h3xa-iss-1.1",
  "situation": {
    "id": "sit-aa598a4c1aea154277afe2c7",
    "scope_type": "country",
    "scope_key": "MX",
    "geography": "MX",
    "title": "Internet disruption in MX",
    "started_at": "2026-07-26T02:20:00.000Z",
    "last_observed_at": "2026-10-02T08:25:00.000Z",
    "status": "resolved",
    "classification": "UNKNOWN_DISRUPTION",
    "trajectory": "RESOLVED",
    "stress_score": 31,
    "confidence": 53,
    "event_count": 10,
    "affected_asns": [
      "AS6503",
      "AS3810"
    ],
    "affected_services": [],
    "affected_regions": [
      "2565",
      "2563",
      "2560",
      "MX",
      "2570",
      "2574"
    ],
    "source_count": 2,
    "record_origin": "unrecorded",
    "first_seen": "2026-08-29T22:33:28.884Z",
    "updated_at": "2026-10-03T23:39:41.882Z"
  },
  "events": [
    {
      "id": "ise-fb509f7293abb6305cc93147",
      "entity_type": "asn",
      "entity_key": "AS6503",
      "geography": "2563",
      "started_at": "2026-07-26T02:20:00.000Z",
      "last_observed_at": "2026-07-26T02:20:00.000Z",
      "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": 5.350249957144486
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS6503"
      ],
      "affected_services": [],
      "affected_regions": [
        "2563"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:14.014Z",
      "updated_at": "2026-10-03T23:50:14.819Z",
      "evidence": [
        {
          "event_id": "ise-fb509f7293abb6305cc93147",
          "stix_object_id": "incident--1e47fddf-ac1a-5891-5ad1-fc7c1b004b7a",
          "platform": "ioda",
          "observed_at": "2026-07-26T02:20:00.000Z",
          "name": "AS6503 -- Aguascalientes",
          "value": "geoasn/6503-2563",
          "content_hash": "23524aabc0a44e0f",
          "object_json": {
            "id": "incident--1e47fddf-ac1a-5891-5ad1-fc7c1b004b7a",
            "name": "AS6503 -- Aguascalientes",
            "type": "incident",
            "score": 224000,
            "title": "AS6503 -- Aguascalientes",
            "value": "geoasn/6503-2563",
            "method": "median",
            "location": "geoasn/6503-2563",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1209600
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-a18d204553341ed80ee08720",
      "entity_type": "asn",
      "entity_key": "AS3810",
      "geography": "MX",
      "started_at": "2026-08-13T21:15:00.000Z",
      "last_observed_at": "2026-08-13T21:15:00.000Z",
      "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": 5.462429245118545
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS3810"
      ],
      "affected_services": [],
      "affected_regions": [
        "MX"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:24.268Z",
      "updated_at": "2026-10-03T23:50:24.309Z",
      "evidence": [
        {
          "event_id": "ise-a18d204553341ed80ee08720",
          "stix_object_id": "incident--36e72ba0-23da-5d92-96df-c3b2870d885f",
          "platform": "ioda",
          "observed_at": "2026-08-13T21:15:00.000Z",
          "name": "VWMX-AS -- Mexico",
          "value": "geoasn/3810-mx",
          "content_hash": "3959c402ba1482b4",
          "object_json": {
            "id": "incident--36e72ba0-23da-5d92-96df-c3b2870d885f",
            "name": "VWMX-AS -- Mexico",
            "type": "incident",
            "score": 290019.8660714285,
            "title": "VWMX-AS -- Mexico",
            "value": "geoasn/3810-mx",
            "method": "median",
            "location": "geoasn/3810-MX",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1299289
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-a76df61e09e1e19f62491c7e",
      "entity_type": "asn",
      "entity_key": "AS6503",
      "geography": "2560",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.351210901656958
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS6503"
      ],
      "affected_services": [],
      "affected_regions": [
        "2560"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:16.718Z",
      "updated_at": "2026-10-03T23:50:16.947Z",
      "evidence": [
        {
          "event_id": "ise-a76df61e09e1e19f62491c7e",
          "stix_object_id": "incident--b3680964-a147-5d73-e03d-712266b26647",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "AS6503 -- Nuevo León",
          "value": "geoasn/6503-2560",
          "content_hash": "acd1b2d7d6ae89dd",
          "object_json": {
            "id": "incident--b3680964-a147-5d73-e03d-712266b26647",
            "name": "AS6503 -- Nuevo León",
            "type": "incident",
            "score": 224496.18601297765,
            "title": "AS6503 -- Nuevo León",
            "value": "geoasn/6503-2560",
            "method": "median",
            "location": "geoasn/6503-2560",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813842
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-27467bcae7d93e268f2afcf9",
      "entity_type": "asn",
      "entity_key": "AS6503",
      "geography": "MX",
      "started_at": "2026-07-29T10:00:00.000Z",
      "last_observed_at": "2026-07-29T10:00:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 31,
      "confidence": 0,
      "components": {
        "anomaly": 0,
        "breadth": 0.04000000000000001,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 1
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.6,
        "statistical_significance": 0
      },
      "baseline": {
        "signals": [
          "ioda.bgp.score"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "ioda.bgp.score": 5.265656522278417
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS6503"
      ],
      "affected_services": [],
      "affected_regions": [
        "MX"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:17.273Z",
      "updated_at": "2026-10-03T23:50:17.918Z",
      "evidence": [
        {
          "event_id": "ise-27467bcae7d93e268f2afcf9",
          "stix_object_id": "incident--4adf0883-d973-5f9b-5bc2-067107f01e53",
          "platform": "ioda",
          "observed_at": "2026-07-29T10:00:00.000Z",
          "name": "AS6503 -- Mexico",
          "value": "geoasn/6503-mx",
          "content_hash": "a5618a34807b0e8b",
          "object_json": {
            "id": "incident--4adf0883-d973-5f9b-5bc2-067107f01e53",
            "name": "AS6503 -- Mexico",
            "type": "incident",
            "score": 184354.67979353853,
            "title": "AS6503 -- Mexico",
            "value": "geoasn/6503-mx",
            "method": "median",
            "location": "geoasn/6503-MX",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813842
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-586feda4d4c20182afc7dac5",
      "entity_type": "asn",
      "entity_key": "AS6503",
      "geography": "2565",
      "started_at": "2026-07-26T02:20:00.000Z",
      "last_observed_at": "2026-07-26T02:20:00.000Z",
      "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": 5.421537027336866
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS6503"
      ],
      "affected_services": [],
      "affected_regions": [
        "2565"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:14.024Z",
      "updated_at": "2026-10-03T23:50:14.837Z",
      "evidence": [
        {
          "event_id": "ise-586feda4d4c20182afc7dac5",
          "stix_object_id": "incident--f3fde0a1-dfa7-5c8f-fb5e-7e33954dcede",
          "platform": "ioda",
          "observed_at": "2026-07-26T02:20:00.000Z",
          "name": "AS6503 -- Jalisco",
          "value": "geoasn/6503-2565",
          "content_hash": "899a5b9548c0d4d3",
          "object_json": {
            "id": "incident--f3fde0a1-dfa7-5c8f-fb5e-7e33954dcede",
            "name": "AS6503 -- Jalisco",
            "type": "incident",
            "score": 263958.33607907745,
            "title": "AS6503 -- Jalisco",
            "value": "geoasn/6503-2565",
            "method": "median",
            "location": "geoasn/6503-2565",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813842
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-754a3194eea65fe15ea3e6ac",
      "entity_type": "asn",
      "entity_key": "AS3810",
      "geography": "2570",
      "started_at": "2026-08-13T21:15:00.000Z",
      "last_observed_at": "2026-08-13T21:15:00.000Z",
      "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": 5.462429245118545
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS3810"
      ],
      "affected_services": [],
      "affected_regions": [
        "2570"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:24.251Z",
      "updated_at": "2026-10-03T23:50:24.325Z",
      "evidence": [
        {
          "event_id": "ise-754a3194eea65fe15ea3e6ac",
          "stix_object_id": "incident--1987046b-ca1d-5f75-801d-99f6e5ee65bb",
          "platform": "ioda",
          "observed_at": "2026-08-13T21:15:00.000Z",
          "name": "VWMX-AS -- Puebla",
          "value": "geoasn/3810-2570",
          "content_hash": "c35ef52f21856c31",
          "object_json": {
            "id": "incident--1987046b-ca1d-5f75-801d-99f6e5ee65bb",
            "name": "VWMX-AS -- Puebla",
            "type": "incident",
            "score": 290019.8660714285,
            "title": "VWMX-AS -- Puebla",
            "value": "geoasn/3810-2570",
            "method": "median",
            "location": "geoasn/3810-2570",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1299289
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-7f57bebf2ca76c93d1aff9bd",
      "entity_type": "asn",
      "entity_key": "AS6503",
      "geography": "2574",
      "started_at": "2026-09-08T22:40:00.000Z",
      "last_observed_at": "2026-09-08T22:40:00.000Z",
      "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": 5.372623617459919
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS6503"
      ],
      "affected_services": [],
      "affected_regions": [
        "2574"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "low statistical significance",
        "insufficient corroboration",
        "isolated observation"
      ],
      "observation_count": 1,
      "ingestion_method": null,
      "first_seen": "2026-09-26T10:52:03.868Z",
      "updated_at": "2026-10-03T23:50:29.148Z",
      "evidence": [
        {
          "event_id": "ise-7f57bebf2ca76c93d1aff9bd",
          "stix_object_id": "incident--daf9cee2-bdac-5ed3-d902-541f0d6a8cc3",
          "platform": "ioda",
          "observed_at": "2026-09-08T22:40:00.000Z",
          "name": "AS6503 -- Guanajuato",
          "value": "geoasn/6503-2574",
          "content_hash": "8aeea8d4e59f48cc",
          "object_json": {
            "id": "incident--daf9cee2-bdac-5ed3-d902-541f0d6a8cc3",
            "name": "AS6503 -- Guanajuato",
            "type": "incident",
            "score": 235842.34042553193,
            "title": "AS6503 -- Guanajuato",
            "value": "geoasn/6503-2574",
            "method": "median",
            "location": "geoasn/6503-2574",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813842
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-29f4ffe521104d533f57dd88",
      "entity_type": "asn",
      "entity_key": "AS6503",
      "geography": null,
      "started_at": "2026-07-26T02:20:00.000Z",
      "last_observed_at": "2026-07-26T02:20:00.000Z",
      "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": 5.2650757513690385
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS6503"
      ],
      "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": "2026-08-29T22:33:14.003Z",
      "updated_at": "2026-10-03T23:50:14.828Z",
      "evidence": [
        {
          "event_id": "ise-29f4ffe521104d533f57dd88",
          "stix_object_id": "incident--9d2770b2-dfad-5d05-5100-81f0f984ed57",
          "platform": "ioda",
          "observed_at": "2026-07-26T02:20:00.000Z",
          "name": "AS6503 ()",
          "value": "asn/6503",
          "content_hash": "9ecb38caf413927a",
          "object_json": {
            "id": "incident--9d2770b2-dfad-5d05-5100-81f0f984ed57",
            "name": "AS6503 ()",
            "type": "incident",
            "score": 184108.3104238259,
            "title": "AS6503 ()",
            "value": "asn/6503",
            "method": "median",
            "location": "asn/6503",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1813842
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-defb1cb54814b7e40eeb74c0",
      "entity_type": "asn",
      "entity_key": "AS3810",
      "geography": null,
      "started_at": "2026-08-13T21:15:00.000Z",
      "last_observed_at": "2026-08-13T21:15:00.000Z",
      "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": 5.462429245118545
      },
      "deviation": {
        "max_anomaly": 0,
        "max_deviation": 1
      },
      "affected_asns": [
        "AS3810"
      ],
      "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": "2026-08-29T22:33:24.259Z",
      "updated_at": "2026-10-03T23:50:24.365Z",
      "evidence": [
        {
          "event_id": "ise-defb1cb54814b7e40eeb74c0",
          "stix_object_id": "incident--e140d86c-8283-5fa4-53d2-a1c95fd02b88",
          "platform": "ioda",
          "observed_at": "2026-08-13T21:15:00.000Z",
          "name": "AS3810 (VWMX-AS)",
          "value": "asn/3810",
          "content_hash": "bc41bc219655c7ce",
          "object_json": {
            "id": "incident--e140d86c-8283-5fa4-53d2-a1c95fd02b88",
            "name": "AS3810 (VWMX-AS)",
            "type": "incident",
            "score": 290019.8660714285,
            "title": "AS3810 (VWMX-AS)",
            "value": "asn/3810",
            "method": "median",
            "location": "asn/3810",
            "datasource": "bgp",
            "outage_type": "connectivity-drop",
            "spec_version": "2.1",
            "duration_seconds": 1299289
          }
        }
      ],
      "derivations": []
    },
    {
      "id": "ise-5f5528375ea5a5100d796391",
      "entity_type": "country",
      "entity_key": "MX",
      "geography": "MX",
      "started_at": "2026-08-12T05:15:00.000Z",
      "last_observed_at": "2026-10-02T08:25:00.000Z",
      "status": "resolved",
      "classification": "UNKNOWN_DISRUPTION",
      "trajectory": "RESOLVED",
      "stress_score": 27,
      "confidence": 2,
      "components": {
        "anomaly": 0.3472215705303591,
        "breadth": 0.020000000000000004,
        "persistence": 1,
        "corroboration": 0,
        "baseline_deviation": 0.09087283722677529
      },
      "confidence_factors": {
        "method_diversity": 0.25,
        "source_agreement": 0,
        "timestamp_overlap": 0,
        "infrastructure_overlap": 0,
        "alternative_explanations": 0.5,
        "statistical_significance": 0.3472215705303591
      },
      "baseline": {
        "signals": [
          "voidly.anomaly_rate"
        ],
        "signal_count": 1
      },
      "current_measurement": {
        "voidly.anomaly_rate": 0.012554802710243125
      },
      "deviation": {
        "max_anomaly": 0.3472215705303591,
        "max_deviation": 0.09087283722677529
      },
      "affected_asns": [],
      "affected_services": [],
      "affected_regions": [
        "MX"
      ],
      "source_count": 1,
      "alternative_explanations": [
        "single-source signal",
        "insufficient corroboration"
      ],
      "observation_count": 10,
      "ingestion_method": null,
      "first_seen": "2026-08-29T22:33:23.272Z",
      "updated_at": "2026-10-03T23:50:23.040Z",
      "evidence": [
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--d2ae0f3f-9048-55ea-ce97-83685b2940ad",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-12T05:15:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0083",
          "content_hash": "5d76a17baab811cf",
          "object_json": {
            "id": "incident--d2ae0f3f-9048-55ea-ce97-83685b2940ad",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0083",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-12T09:55:00Z",
            "severity": "critical",
            "confidence": 70,
            "start_time": "2026-08-12T05:15:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 5 critical alerts recorded.",
            "anomaly_rate": 0.09087283722677529,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--6fef1854-ce6a-5754-7b65-f0835851adf8",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-13T21:15:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0084",
          "content_hash": "34c58a0dcaae5cc0",
          "object_json": {
            "id": "incident--6fef1854-ce6a-5754-7b65-f0835851adf8",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0084",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-13T21:15:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 1 critical alerts recorded.",
            "anomaly_rate": 0.024874662553027383,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--ee973ecf-6db6-5f1d-f982-fa6dc1ff80e3",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-26T08:30:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0097",
          "content_hash": "f1a694b96b7dc4a0",
          "object_json": {
            "id": "incident--ee973ecf-6db6-5f1d-f982-fa6dc1ff80e3",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0097",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-26T21:55:00Z",
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-08-26T08:30:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 4 critical alerts recorded.",
            "anomaly_rate": 0.028872084858180727,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--d7198091-43a0-539a-da6e-354c4f575eda",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-27T06:10:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0098",
          "content_hash": "e7620e18b5f6415c",
          "object_json": {
            "id": "incident--d7198091-43a0-539a-da6e-354c4f575eda",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0098",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-08-27T06:10:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 1 critical alerts recorded.",
            "anomaly_rate": 0.021014864172219375,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 0,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--440607e7-e100-5cbf-ad36-2acbfa09c403",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-28T06:35:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0099",
          "content_hash": "d29317649a55c628",
          "object_json": {
            "id": "incident--440607e7-e100-5cbf-ad36-2acbfa09c403",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0099",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-08-28T09:05:00Z",
            "severity": "critical",
            "confidence": 75,
            "start_time": "2026-08-28T06:35:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 18 critical alerts recorded.",
            "anomaly_rate": 0.0183076861760404,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 2.5,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--4f796b4f-1d27-5100-f1cc-af2b9fc180d4",
          "platform": "voidly-atlas",
          "observed_at": "2026-08-29T08:55:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0100",
          "content_hash": "80c4e71274826d3d",
          "object_json": {
            "id": "incident--4f796b4f-1d27-5100-f1cc-af2b9fc180d4",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0100",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-08-29T08:55:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 2 critical alerts recorded.",
            "anomaly_rate": 0.012527647581802156,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 0,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--83c6534c-d99d-5d89-84a0-27ffd0c41f80",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-24T07:15:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0118",
          "content_hash": "1b46e817df758333",
          "object_json": {
            "id": "incident--83c6534c-d99d-5d89-84a0-27ffd0c41f80",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0118",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 67,
            "start_time": "2026-09-24T07:15:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 2 critical alerts recorded.",
            "anomaly_rate": 0.03558582778689931,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": 0,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--85b57595-1790-5043-de34-5f49eafac514",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-28T06:40:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0119",
          "content_hash": "e30079cd676c3d29",
          "object_json": {
            "id": "incident--85b57595-1790-5043-de34-5f49eafac514",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0119",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-28T18:25:00Z",
            "severity": "critical",
            "confidence": 75,
            "start_time": "2026-09-28T06:40:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 17 critical alerts recorded.",
            "anomaly_rate": 0.023303003176998613,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--732cdbf3-f4fa-577e-eb37-f47109ad1a86",
          "platform": "voidly-atlas",
          "observed_at": "2026-09-30T04:25:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0120",
          "content_hash": "333d3e2ead4ffa57",
          "object_json": {
            "id": "incident--732cdbf3-f4fa-577e-eb37-f47109ad1a86",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0120",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": "2026-09-30T12:00:00Z",
            "severity": "critical",
            "confidence": 75,
            "start_time": "2026-09-30T04:25:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 18 critical alerts recorded.",
            "anomaly_rate": 0.017148905633922087,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        },
        {
          "event_id": "ise-5f5528375ea5a5100d796391",
          "stix_object_id": "incident--92c7954a-7c84-58f3-ad62-0b9e0f8ee2fd",
          "platform": "voidly-atlas",
          "observed_at": "2026-10-02T08:25:00.000Z",
          "name": "Internet connectivity disruption in Mexico",
          "value": "mx-2026-0121",
          "content_hash": "a1617efa26e6790f",
          "object_json": {
            "id": "incident--92c7954a-7c84-58f3-ad62-0b9e0f8ee2fd",
            "name": "Internet connectivity disruption in Mexico",
            "type": "incident",
            "title": "Internet connectivity disruption in Mexico",
            "value": "mx-2026-0121",
            "status": "active",
            "sources": [
              "ioda"
            ],
            "end_time": null,
            "severity": "critical",
            "confidence": 65,
            "start_time": "2026-10-02T08:25:00Z",
            "description": "IODA detected significant connectivity drop in Mexico. 1 critical alerts recorded.",
            "anomaly_rate": 0.012554802710243125,
            "country_code": "MX",
            "country_name": "Mexico",
            "spec_version": "2.1",
            "affected_asns": [],
            "incident_type": "disruption",
            "duration_hours": null,
            "affected_domains": [],
            "affected_services": []
          }
        }
      ],
      "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--1e47fddf-ac1a-5891-5ad1-fc7c1b004b7a",
      "incident--36e72ba0-23da-5d92-96df-c3b2870d885f",
      "incident--b3680964-a147-5d73-e03d-712266b26647",
      "incident--4adf0883-d973-5f9b-5bc2-067107f01e53",
      "incident--f3fde0a1-dfa7-5c8f-fb5e-7e33954dcede",
      "incident--1987046b-ca1d-5f75-801d-99f6e5ee65bb",
      "incident--daf9cee2-bdac-5ed3-d902-541f0d6a8cc3",
      "incident--9d2770b2-dfad-5d05-5100-81f0f984ed57",
      "incident--e140d86c-8283-5fa4-53d2-a1c95fd02b88",
      "incident--d2ae0f3f-9048-55ea-ce97-83685b2940ad",
      "incident--6fef1854-ce6a-5754-7b65-f0835851adf8",
      "incident--ee973ecf-6db6-5f1d-f982-fa6dc1ff80e3",
      "incident--d7198091-43a0-539a-da6e-354c4f575eda",
      "incident--440607e7-e100-5cbf-ad36-2acbfa09c403",
      "incident--4f796b4f-1d27-5100-f1cc-af2b9fc180d4",
      "incident--83c6534c-d99d-5d89-84a0-27ffd0c41f80",
      "incident--85b57595-1790-5043-de34-5f49eafac514",
      "incident--732cdbf3-f4fa-577e-eb37-f47109ad1a86",
      "incident--92c7954a-7c84-58f3-ad62-0b9e0f8ee2fd"
    ],
    "cross_domain": "Attached air, maritime, reference-CTI, and proprietary nodes are co-occurrence notes. They are not inputs to the stress score."
  }
}