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            },
            "cite": "https://github.com/AzielEliab/4dmap",
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        "action": "LATTICE_ANCHOR",
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        "action": "LATTICE_ANCHOR",
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          "kind": "aziel-corpus.download_verify",
          "library": "aziel",
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        "provisional": true,
        "record_id": "AZDOC-D245916000FD",
        "seed_corpus": false,
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            "Gamma": "trajectory across pins",
            "Pi": "pattern support / contradiction density",
            "T": "clock / paper event_date"
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          "cite": "https://github.com/AzielEliab/4dmap",
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          "note": "Inspection frame after AZPIPE, not an extra door. Not a live ICANN mesh DNS. Not GIS 4D. Receipts are not truth.",
          "spec": "4DM-WP-1.0"
        },
        "note": "Pins are paper date × event × geolocation. Never upload time.",
        "ok": true,
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      "timestamp_utc": "2026-09-18T02:37:13.994Z",
      "action": "LEARN",
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        "possibility_kind": "HEURISTIC",
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      "action": "POSSIBILITY_SCORE",
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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": null,
        "record_id": "AZDOC-D245916000FD",
        "refuse": "NO_ANCHORS",
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      "action": "STRUCTURE_VERIFY",
      "payload": {
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        "event": "download_verify",
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          "structure": "PASS"
        },
        "plr_status": "PASS",
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      "action": "LATTICE_ANCHOR",
      "payload": {
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        "kind": "aziel-corpus.download_verify",
        "library": "aziel",
        "record_id": "AZDOC-D245916000FD",
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      "action": "STRUCTURE_VERIFY",
      "payload": {
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        "event": "download_verify",
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        "library": "aziel",
        "ok": true,
        "record_id": "AZDOC-D245916000FD",
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      "action": "REVIEW_SCORE",
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        "created_by": "download",
        "event": "download_verify",
        "law": "adaptive learning via hashchain lattice for recollection and reasoning",
        "library": "aziel",
        "lights": {
          "clce": "FLAG",
          "plr": "PASS",
          "poison": "PASS",
          "spre": "PASS",
          "structure": "PASS"
        },
        "plr_status": "PASS",
        "possibility": null,
        "possibility_kind": "HEURISTIC",
        "record_id": "AZDOC-D245916000FD",
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    {
      "sequence": 41185,
      "timestamp_utc": "2026-09-18T03:03:41.239Z",
      "action": "LATTICE_ANCHOR",
      "payload": {
        "carrier": "AzielTether",
        "kind": "aziel-corpus.download_verify",
        "library": "aziel",
        "record_id": "AZDOC-D245916000FD",
        "schema": "aziel.lattice.anchor.v1",
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      "action": "STRUCTURE_VERIFY",
      "payload": {
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        "event": "download_verify",
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        "library": "aziel",
        "ok": true,
        "record_id": "AZDOC-D245916000FD",
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      "action": "REVIEW_SCORE",
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        "clce_triple": 0,
        "created_by": "download",
        "event": "download_verify",
        "law": "adaptive learning via hashchain lattice for recollection and reasoning",
        "library": "aziel",
        "lights": {
          "clce": "FLAG",
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          "poison": "PASS",
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        "created_by": "download",
        "event": "download_verify",
        "law": "adaptive learning via hashchain lattice for recollection and reasoning",
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          "poison": "PASS",
          "spre": "PASS",
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    "author": "Aziel Eliab",
    "library": "aziel",
    "lights": {
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      "spre": "PASS",
      "clce": "FLAG",
      "plr": "PASS",
      "poison": "PASS"
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    },
    "spre": {
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      "name": "Source Provenance Reliability Engine",
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      "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."
    },
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      "pairwise": {
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      "plus": 0,
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      "band": "structural_inconsistency",
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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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      "lights": {
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        "causal": "PASS",
        "temporal": "PASS",
        "framing": "PASS"
      },
      "flags": [],
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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": {
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      "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": {
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      },
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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
    },
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      "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,
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      "display": 67,
      "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,
      "note": "possibility ≠ probability ≠ triad ≠ ZionPattern. HEURISTIC over lattice time×geo pins. Not courtroom proof. Posterior ≠ truth.",
      "bayesian_separate": true,
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      "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab."
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        "causal": "PASS",
        "temporal": "PASS",
        "framing": "PASS"
      }
    },
    "triad": {
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      "display": 67,
      "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": 0.6397,
      "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": "2026-09-18T06:28:12.677Z",
    "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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}