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              "source": "AUTO_SENTENCE"
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            "cite": "https://github.com/AzielEliab/4dmap",
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        "action": "LEARN",
        "payload": {
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        "timestamp_utc": "2026-09-18T03:58:28.274Z",
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          "kind": "aziel-corpus.download_verify",
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    {
      "sequence": 44912,
      "timestamp_utc": "2026-09-18T03:58:25.342Z",
      "action": "POSSIBILITY_SCORE",
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          "pin_count": 2,
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        "kind": "HEURISTIC",
        "law": "adaptive learning via hashchain lattice for recollection and reasoning",
        "not_truth": true,
        "note": "possibility ≠ probability ≠ triad ≠ ZionPattern. HEURISTIC density over lattice pin receipts. Not Beta-Bernoulli. Not a guilt verdict. Not courtroom proof. Posterior ≠ truth.",
        "possibility": 0.5,
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      "action": "LATTICE_ANCHOR",
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      "action": "LATTICE_ANCHOR",
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      "action": "LATTICE_ANCHOR",
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  "quarantine_status": "CLEAR",
  "bayesian_posterior": 0.6546,
  "bayesian_unranked": true,
  "triad_combined": 0.77,
  "review": {
    "schema": "aziel.review.v1",
    "author": "Aziel Eliab",
    "library": "aziel",
    "lights": {
      "structure": "PASS",
      "spre": "PASS",
      "clce": "FLAG",
      "plr": "PASS",
      "poison": "PASS"
    },
    "structure": {
      "ok": true,
      "files": [
        {
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          "bytes": 17952,
          "sha256": "f64d11a1da2001dc6351506e8687c91cec18a3b65feb75c1252d88259eaaf9f0"
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      ],
      "errors": [],
      "sha256": "f64d11a1da2001dc6351506e8687c91cec18a3b65feb75c1252d88259eaaf9f0",
      "byte_size": 17952,
      "kind": "file"
    },
    "spre": {
      "engine": "SPRE",
      "name": "Source Provenance Reliability Engine",
      "pc": 0.71,
      "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,
      "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab."
    },
    "clce": {
      "engine": "CLCE",
      "schema": "az-clce.report.v0.2.port",
      "triple": 0,
      "pairwise": {
        "rd": 0.55,
        "dp": 0.087,
        "rp": 0
      },
      "pairwise_avg": 0.2123,
      "plus": 0,
      "n_ratio": 0,
      "band": "structural_inconsistency",
      "primary": "C",
      "types": [
        "C"
      ],
      "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
    },
    "plr": {
      "engine": "PLR",
      "name": "PhysLing Review",
      "status": "PASS",
      "lights": {
        "units": "PASS",
        "conservation": "PASS",
        "causal": "PASS",
        "temporal": "PASS",
        "framing": "PASS"
      },
      "flags": [],
      "physics_coherence": 1,
      "linguistic_neutrality": 0.86,
      "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,
      "note": "Unranked metadata for manual peer-to-peer review. Never used to sort the shelf.",
      "priors": {
        "evidence_completeness": 0.8,
        "physics_coherence": 1,
        "linguistic_neutrality": 0.86,
        "spre_pc": 0.71,
        "clce_consistency": 0.2123
      },
      "alpha": 1,
      "beta": 1,
      "posterior": 0.6546,
      "kid_plain": "This number is a confidence guess. It does not move the books on the shelf.",
      "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": {
      "schema": "aziel.triad.v1",
      "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.",
      "ready": true,
      "components": {
        "spre_pc": 0.71,
        "clce_consistency": 0.2123,
        "plr_coherence": 0.944
      },
      "weights": {
        "spre": 0.3333333333333333,
        "clce": 0.3333333333333333,
        "plr": 0.3333333333333333
      },
      "combined": 0.77,
      "display": 77,
      "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
    },
    "quarantine_status": "CLEAR",
    "possibility": {
      "schema": "aziel.possibility.v1",
      "kind": "HEURISTIC",
      "possibility": null,
      "refuse": "PENDING_ANCHORS",
      "unranked": true,
      "sort_key": null,
      "note": "possibility ≠ probability ≠ triad ≠ ZionPattern. HEURISTIC over lattice time×geo pins. Not courtroom proof. Posterior ≠ truth.",
      "bayesian_separate": true,
      "not_truth": true
    },
    "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab. CLCE detects inconsistency, not intent. Type D is a label, not a finding of malice. Advisory. Threshold 0.7 is not a truth verdict. PhysLing Review (PLR) flags physics-impossible or linguistically manipulative framing. It is a third review beside SPRE and CLCE. Not a court finding. Poison immunity quarantines suspected shells. Status is hash-chained. Records are never silently deleted. Official narrative is not merged into evidence. 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."
  },
  "lattice_tip": {
    "schema": "aziel.lattice.anchor.v1",
    "kind": "aziel-corpus.download_verify",
    "carrier": "AzielTether",
    "author": "Aziel Eliab",
    "record_id": "AZDOC-CD4F61F97304",
    "run_id": null,
    "media_kind": null,
    "vibe_digest": null,
    "library": "aziel",
    "content_sha256": "f64d11a1da2001dc6351506e8687c91cec18a3b65feb75c1252d88259eaaf9f0",
    "structure": {
      "ok": true,
      "file_count": 1
    },
    "spre": {
      "pc": 0.71,
      "band": "strong",
      "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab."
    },
    "clce": {
      "triple": 0,
      "pairwise_avg": 0.2123,
      "advisory": true
    },
    "plr": {
      "status": "PASS",
      "lights": {
        "units": "PASS",
        "conservation": "PASS",
        "causal": "PASS",
        "temporal": "PASS",
        "framing": "PASS"
      }
    },
    "triad": {
      "combined": 0.77,
      "display": 77,
      "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": 0.6546,
      "unranked": true,
      "note": "Unranked metadata for manual peer-to-peer review. Never used to sort the shelf."
    },
    "possibility": {
      "possibility": null,
      "kind": "HEURISTIC",
      "refuse": "PENDING_ANCHORS",
      "unranked": true,
      "not_truth": true
    },
    "quarantine": null,
    "zsolver": null,
    "ledger_entry_hash": "649b55da24f0c8afcaf1de69c38c4f7340f9ad2a0dbd423e63035f3a6b9ced76",
    "verified_utc": "2026-09-18T06:27:10.688Z",
    "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."
  },
  "chain_tip": "79ff64b0d364fe8e9befc94ee6ac690cb276e4779ccbb1543417326beb1bed72",
  "chain_sequence": 35
}