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        "action": "LEARN",
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        "sequence": 8,
        "timestamp_utc": "2026-09-18T01:50:56.531Z",
        "action": "POSSIBILITY_SCORE",
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        "action": "DOWNLOAD",
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          "library": "aziel",
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        "action": "REVIEW_SCORE",
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          "created_by": "download",
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      {
        "sequence": 15,
        "timestamp_utc": "2026-09-18T02:44:36.338Z",
        "action": "LATTICE_ANCHOR",
        "payload": {
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          "kind": "aziel-corpus.download_verify",
          "library": "aziel",
          "record_id": "AZDOC-BDE5C8B1C0E9",
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      {
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        "action": "DOWNLOAD",
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    {
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      "action": "LATTICE_ANCHOR",
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    {
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      "action": "STRUCTURE_VERIFY",
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    {
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      "action": "REVIEW_SCORE",
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        "law": "adaptive learning via hashchain lattice for recollection and reasoning",
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        },
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    "library": "aziel",
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      "spre": "PASS",
      "clce": "FLAG",
      "plr": "PASS",
      "poison": "PASS"
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      "name": "Source Provenance Reliability Engine",
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      "band": "strong",
      "kid_plain": "Green: we can see where this file came from and what it is.",
      "factors": [
        "title",
        "text",
        "content_hash",
        "structure_ok",
        "author"
      ],
      "guilt_language": false,
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    },
    "clce": {
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      "types": [
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      ],
      "kid_plain": "These stories do not fully match. The title, the notes, and the real file are talking about different stuff.",
      "advisory": true,
      "limitation": "CLCE detects inconsistency, not intent. Type D is a label, not a finding of malice. Advisory. Threshold 0.7 is not a truth verdict.",
      "threshold": 0.7
    },
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        "causal": "PASS",
        "temporal": "PASS",
        "framing": "PASS"
      },
      "flags": [],
      "physics_coherence": 1,
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      "kid_plain": "Green: the words and the physics rules agree.",
      "limitation": "PhysLing Review (PLR) flags physics-impossible or linguistically manipulative framing. It is a third review beside SPRE and CLCE. Not a court finding."
    },
    "poison": {
      "engine": "POISON",
      "suspected": false,
      "status": "CLEAR",
      "markers": [],
      "library": "aziel",
      "kid_plain": "Green: this does not look like a poison shell.",
      "immutable": true,
      "never_delete": true,
      "limitation": "Poison immunity quarantines suspected shells. Status is hash-chained. Records are never silently deleted. Official narrative is not merged into evidence."
    },
    "bayesian": {
      "schema": "aziel.bayesian.v1",
      "unranked": true,
      "sort_key": null,
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        "clce_consistency": 0.0339
      },
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      "continuity": "Peers may endorse or challenge later. History is append-only if the operator is gone one day.",
      "possibility_separate": true,
      "not_truth": true
    },
    "triad": {
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      "ready": true,
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      "display": 53,
      "kid_plain": "This one number is the report card from three checkers: SPRE, CLCE, and PhysLing. They all have to run first.",
      "primary_visible": true,
      "bayesian_separate": true
    },
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      "possibility": null,
      "refuse": "PENDING_ANCHORS",
      "unranked": true,
      "sort_key": null,
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    "carrier": "AzielTether",
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        "framing": "PASS"
      }
    },
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      "ready": true,
      "formula": "TRIAD_V1 geometric mean: combined = (spre_pc × clce_consistency × plr_coherence)^(1/3). clce_consistency = CLCE.triple if triple ≥ 0.7 else pairwise_avg. plr_coherence = 0.6×physics_coherence + 0.4×linguistic_neutrality. Equal engine weight. Components stay stored for audit. Bayesian peer score and HEURISTIC possibility are separate unranked fields."
    },
    "bayesian": {
      "posterior": 0.6291,
      "unranked": true,
      "note": "Unranked metadata for manual peer-to-peer review. Never used to sort the shelf."
    },
    "possibility": {
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      "kind": "HEURISTIC",
      "refuse": "PENDING_ANCHORS",
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    "verified_utc": "2026-09-19T08:04:26.941Z",
    "note": "Public HTTPS site is not a mesh. AzielTether carries this tip. Survival interdependence with GodLock and other Aziel software is via downloadable tether + Worker bootstrap APIs."
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}