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        "timestamp_utc": "2026-09-18T03:39:03.836Z",
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        "timestamp_utc": "2026-09-18T03:39:38.511Z",
        "action": "LATTICE_ANCHOR",
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          "record_id": "AZDOC-A32B44C84C94",
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          "display": null,
          "provisional": true,
          "record_id": "AZDOC-A32B44C84C94",
          "seed_corpus": false,
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        "timestamp_utc": "2026-09-18T03:40:29.331Z",
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          "map4d": {
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              "Delta": "interval between pins",
              "Gamma": "trajectory across pins",
              "Pi": "pattern support / contradiction density",
              "T": "clock / paper event_date"
            },
            "cite": "https://github.com/AzielEliab/4dmap",
            "home": "https://4dmap-download-tracker.vibelock.workers.dev/",
            "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,
          "pinned": 0,
          "record_id": "AZDOC-A32B44C84C94",
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        "sequence": 7,
        "timestamp_utc": "2026-09-18T03:40:36.075Z",
        "action": "LEARN",
        "payload": {
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          "possibility_kind": "HEURISTIC",
          "record_id": "AZDOC-A32B44C84C94",
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        "timestamp_utc": "2026-09-18T03:40:43.299Z",
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          "possibility": null,
          "record_id": "AZDOC-A32B44C84C94",
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          "event": "download_verify",
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        "timestamp_utc": "2026-09-18T05:51:10.392Z",
        "action": "LATTICE_ANCHOR",
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          "kind": "aziel-corpus.download_verify",
          "library": "aziel",
          "record_id": "AZDOC-A32B44C84C94",
          "schema": "aziel.lattice.anchor.v1",
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        "sequence": 12,
        "timestamp_utc": "2026-09-18T05:51:11.663Z",
        "action": "DOWNLOAD",
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          "quarantine_status": "CLEAR",
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        "timestamp_utc": "2026-09-18T05:55:26.205Z",
        "action": "STRUCTURE_VERIFY",
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          "event": "download_verify",
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          "library": "aziel",
          "ok": true,
          "record_id": "AZDOC-A32B44C84C94",
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        "timestamp_utc": "2026-09-18T05:55:28.915Z",
        "action": "LATTICE_ANCHOR",
        "payload": {
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          "kind": "aziel-corpus.download_verify",
          "library": "aziel",
          "record_id": "AZDOC-A32B44C84C94",
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        "action": "DOWNLOAD",
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          "library": "aziel",
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        "timestamp_utc": "2026-09-18T05:56:32.968Z",
        "action": "STRUCTURE_VERIFY",
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          "event": "download_verify",
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          "library": "aziel",
          "ok": true,
          "record_id": "AZDOC-A32B44C84C94",
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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",
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          },
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        "sequence": 19,
        "timestamp_utc": "2026-09-18T05:56:36.705Z",
        "action": "LATTICE_ANCHOR",
        "payload": {
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          "kind": "aziel-corpus.download_verify",
          "library": "aziel",
          "record_id": "AZDOC-A32B44C84C94",
          "schema": "aziel.lattice.anchor.v1",
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      {
        "sequence": 20,
        "timestamp_utc": "2026-09-18T05:56:37.732Z",
        "action": "DOWNLOAD",
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          "library": "aziel",
          "quarantine_status": "CLEAR",
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        "sequence": 21,
        "timestamp_utc": "2026-09-18T05:57:27.976Z",
        "action": "STRUCTURE_VERIFY",
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          "event": "download_verify",
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          "library": "aziel",
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          "record_id": "AZDOC-A32B44C84C94",
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        "timestamp_utc": "2026-09-18T05:57:29.771Z",
        "action": "REVIEW_SCORE",
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          "created_by": "download",
          "event": "download_verify",
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          "library": "aziel",
          "lights": {
            "clce": "FLAG",
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            "poison": "PASS",
            "spre": "PASS",
            "structure": "PASS"
          },
          "plr_status": "PASS",
          "possibility": null,
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      {
        "sequence": 23,
        "timestamp_utc": "2026-09-18T05:57:31.269Z",
        "action": "LATTICE_ANCHOR",
        "payload": {
          "carrier": "AzielTether",
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            "T": "clock / paper event_date"
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          "spec": "4DM-WP-1.0"
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        "note": "Pins are paper date × event × geolocation. Never upload time.",
        "ok": true,
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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-A32B44C84C94",
        "refuse": "NO_ANCHORS",
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      "action": "STRUCTURE_VERIFY",
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        "event": "download_verify",
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        "library": "aziel",
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          "poison": "PASS",
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          "structure": "PASS"
        },
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      "ready": true,
      "components": {
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        "clce_consistency": 0.3,
        "plr_coherence": 1,
        "physics": 1,
        "linguistics": 1,
        "bayesian": 0.6667,
        "truth_formula": 1
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        "linguistics": null,
        "bayesian": 0.6667,
        "truth_formula": 1,
        "clce": 0.3,
        "spre": 0.83
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        "physics_linguistics": null,
        "bayesian_truth_formula": 0.6667,
        "clce_spre": 0.249
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        "bayesian",
        "truth_formula",
        "clce",
        "spre"
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      "pairing_count": 16,
      "triad_cycle_mean": 0.4888,
      "geometric_mean_applicable": 0.499,
      "weights": {
        "spre": 0.5,
        "clce": 0.5,
        "plr": 0
      },
      "applicable_components": [
        "spre",
        "clce"
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      "combined": 0.4888,
      "display": 49,
      "kid_plain": "This one number is the report card from the checkers that apply to this document.",
      "primary_visible": true,
      "bayesian_separate": true,
      "public_score": "triad_cycle_mean",
      "collection_offset": 0,
      "triad_raw": 0.4888,
      "frozen_to": "677b5d1751dd8e072273f707f6cebc117a87916a372228a6d37190b190a08ff7",
      "frozen_event": "REVIEW_SCORE",
      "triad_input": "document_text",
      "settled": true,
      "unavailable": false
    },
    "quarantine_status": "CLEAR",
    "possibility": {
      "schema": "aziel.possibility.v1",
      "kind": "HEURISTIC",
      "possibility": null,
      "refuse": "PENDING_ANCHORS",
      "unranked": true,
      "sort_key": null,
      "note": "HEURISTIC over lattice time×geo pins.",
      "bayesian_separate": true,
      "not_truth": true
    },
    "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab. Public CLCE is structural match (claims↔evidence + headings + verified-file). Token Jaccard is audit-only. 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. Equal-weight physics × linguistics. 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. Cover-Up Truth Formula v1/v2 scores ΔT / suppression / metadata shadows / backpull on archival papers. Ordinary filings use a documented subset. Not a truth verdict. Author Aziel Eliab. TRIAD_V3: public combined = triad_cycle_mean = mean of all ordered pairings factor_i × factor_j among applicable factors of {physics, linguistics, bayesian, truth_formula, CLCE, SPRE} (36 when all six apply, including diagonals). Also stored: geometric_mean_applicable = (Π applicable engines SPRE/CLCE/PLR)^(1/n). Named axis products: physics×linguistics, bayesian×truth_formula, CLCE×SPRE. Bayesian is LIKELIHOOD of internal consistency, unranked, never a shelf sort key. triad_raw freezes to content SHA-256 at first REVIEW_SCORE. Downloads verify bytes and do not mint a new mean. No collection offset. Display is round(combined × 100) and is never written back into combined."
  },
  "lattice_tip": {
    "schema": "aziel.lattice.anchor.v1",
    "kind": "aziel-corpus.recalibrate_v3",
    "carrier": "AzielTether",
    "author": "Aziel Eliab",
    "record_id": "AZDOC-A32B44C84C94",
    "run_id": null,
    "media_kind": null,
    "vibe_digest": null,
    "library": "aziel",
    "content_sha256": "677b5d1751dd8e072273f707f6cebc117a87916a372228a6d37190b190a08ff7",
    "structure": {
      "ok": true,
      "file_count": 1
    },
    "spre": {
      "pc": 0.83,
      "band": "strong",
      "limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab.",
      "applicable": true
    },
    "clce": {
      "triple": 0.0065,
      "pairwise_avg": 0.1154,
      "advisory": true,
      "applicable": true
    },
    "plr": {
      "applicable": false,
      "status": "not_applicable"
    },
    "triad": {
      "combined": 0.4888,
      "display": 49,
      "ready": true,
      "formula": "TRIAD_V3: public combined = triad_cycle_mean = mean of all ordered pairings factor_i × factor_j among applicable factors of {physics, linguistics, bayesian, truth_formula, CLCE, SPRE} (36 when all six apply, including diagonals). Also stored: geometric_mean_applicable = (Π applicable engines SPRE/CLCE/PLR)^(1/n). Named axis products: physics×linguistics, bayesian×truth_formula, CLCE×SPRE. Bayesian is LIKELIHOOD of internal consistency, unranked, never a shelf sort key. triad_raw freezes to content SHA-256 at first REVIEW_SCORE. Downloads verify bytes and do not mint a new mean. No collection offset. Display is round(combined × 100) and is never written back into combined."
    },
    "bayesian": {
      "posterior": 0.6667,
      "unranked": true,
      "note": "Unranked likelihood of internal consistency. Never used to sort the shelf. Not world accuracy."
    },
    "possibility": {
      "possibility": null,
      "kind": "HEURISTIC",
      "refuse": "PENDING_ANCHORS",
      "unranked": true,
      "not_truth": true
    },
    "quarantine": null,
    "zsolver": {
      "status": "not_applicable",
      "applicable": false,
      "seed_corpus": false,
      "baseline": false
    },
    "ledger_entry_hash": "8ff62ac7d6c137fd712d22a28a06b02de912bcecae5d340c1be37263ba2b1582",
    "verified_utc": "2026-10-04T04:06:36.673Z",
    "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": "4a58452d08262c2d3f9be5b5d34726241cc40916a1edc8420e3b5f37213323f9",
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\"y\": \"e\"\n      },\n      \"max_unit_evidence_fraction\": 0.8153479859378582,\n      \"null_means\": [\n        0.0,\n        0.0021666666666666666,\n        0.08468460798460799,\n        0.0,\n        0.06773333333333334\n      ],\n      \"null_sds\": [\n        0,\n        0.040100183183596864,\n        0.10556299026511773,\n        0,\n        0.24657587449729612\n      ],\n      \"raw\": [\n        0.0,\n        0.0,\n        0.0,\n        0,\n        1.0\n      ],\n      \"uncertainty\": 1.0,\n      \"unit_z\": [\n        0,\n        -0.0540313408730998,\n        -0.802218729991691,\n        0,\n        3.7808511013793025\n      ]\n    },\n    \"italian_romance\": {\n      \"adaptive_safeguard_pass\": false,\n      \"composite\": -0.4770815850340408,\n      \"detail\": {\n        \"heldout_dictionary_coverage\": 0.19393939393939394,\n        \"heldout_reconfirmed\": 0,\n        \"heldout_semantic_coverage\": 0.0,\n        \"selected_occurrences\": 389,\n        \"selected_pages\": 99,\n        \"selected_prefix\": \"mes\",\n        \"train_families\": 1\n      },\n      \"empirical_p\": 1.0,\n      \"holm_p\": 1,\n      \"mapping\": {\n        \"a\": \"b\",\n        \"c\": \"d\",\n        \"d\": \"g\",\n        \"e\": \"s\",\n        \"f\": \"j\",\n        \"g\": \"o\",\n        \"h\": \"e\",\n        \"i\": \"w\",\n        \"k\": \"v\",\n        \"l\": \"n\",\n        \"m\": \"x\",\n        \"n\": \"z\",\n        \"o\": \"u\",\n        \"p\": \"r\",\n        \"q\": \"f\",\n        \"r\": \"h\",\n        \"s\": \"m\",\n        \"t\": \"t\",\n        \"y\": \"i\"\n      },\n      \"max_unit_evidence_fraction\": 0.6580357168735811,\n      \"null_means\": [\n        0.0,\n        0.005333333333333333,\n        0.07638276168276169,\n        0.0,\n        0.0715\n      ],\n      \"null_sds\": [\n        0,\n        0.06370987236469411,\n        0.10880985562968891,\n        0,\n        0.25436676758659427\n      ],\n      \"raw\": [\n        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\"v\",\n        \"h\": \"o\",\n        \"i\": \"n\",\n        \"k\": \"r\",\n        \"l\": \"p\",\n        \"m\": \"k\",\n        \"n\": \"g\",\n        \"o\": \"a\",\n        \"p\": \"x\",\n        \"q\": \"c\",\n        \"r\": \"m\",\n        \"s\": \"s\",\n        \"t\": \"y\",\n        \"y\": \"e\"\n      },\n      \"max_unit_evidence_fraction\": 0.4983196821488346,\n      \"null_means\": [\n        0.0,\n        0.016,\n        0.08702029638389933,\n        0.0,\n        0.0185\n      ],\n      \"null_sds\": [\n        0,\n        0.11514016352801162,\n        0.10934158999609898,\n        0,\n        0.13200445134606323\n      ],\n      \"raw\": [\n        0.0,\n        1.0,\n        0.08333333333333333,\n        0.0,\n        1.0\n      ],\n      \"uncertainty\": 0.896551724137931,\n      \"unit_z\": [\n        0,\n        5,\n        -0.03371967657226805,\n        0,\n        5\n      ]\n    }\n  },\n  \"engine\": \"Adaptive ZD30 discovery-aware anchor edition\",\n  \"hash_chain\": [\n    {\n      \"candidate\": \"french_romance\",\n      \"previous_hash\": \"0000000000000000000000000000000000000000000000000000000000000000\",\n      \"record_hash\": \"d35d3dea70a39136268ddb367d4afa619e18280d76748f0aeeb7ba6e034e24e8\"\n    },\n    {\n      \"candidate\": \"italian_romance\",\n      \"previous_hash\": \"d35d3dea70a39136268ddb367d4afa619e18280d76748f0aeeb7ba6e034e24e8\",\n      \"record_hash\": \"f8fb1ad02f32dd8699cd25eb1c9642546befb455af0f94dcaec6dd4baf010602\"\n    },\n    {\n      \"candidate\": \"latin_medical\",\n      \"previous_hash\": \"f8fb1ad02f32dd8699cd25eb1c9642546befb455af0f94dcaec6dd4baf010602\",\n      \"record_hash\": \"9c1563d3fa7277c595ac68b895f59bdcb3ea2756c2dc0b889be9a02c69f96b08\"\n    },\n    {\n      \"candidate\": \"spanish_romance\",\n      \"previous_hash\": \"9c1563d3fa7277c595ac68b895f59bdcb3ea2756c2dc0b889be9a02c69f96b08\",\n      \"record_hash\": \"7df65ac28ad58155fee33a5efe379240a60bee3cc2a9ab0e8f00c6baf4216847\"\n    },\n    {\n      \"candidate\": \"strict_english\",\n      \"previous_hash\": \"7df65ac28ad58155fee33a5efe379240a60bee3cc2a9ab0e8f00c6baf4216847\",\n      \"record_hash\": \"5c9f13894f4b31ddc8c5525ad516198bff3bb5d9666ace01acf27ff2e37ba36a\"\n    }\n  ],\n  \"mode\": \"fbf\",\n  \"replicates_per_candidate\": 1000,\n  \"spec_sha256\": \"cb49ee2d25f38c16226c1bb44692d483f645437ed7e7de0f6eb44328f8211cda\",\n  \"status\": \"NO CANDIDATE PASSED\",\n  \"terminal_hash\": \"5c9f13894f4b31ddc8c5525ad516198bff3bb5d9666ace01acf27ff2e37ba36a\",\n  \"uncertainty_floor_statement\": \"Residual uncertainty remains irreducible; no result is represented as 100%.\"\n}\n\n\nAziel Eliab\nresearch, philosophy, Voynich\n677b5d1751dd8e072273f707f6cebc117a87916a372228a6d37190b190a08ff7\nABAD, Voynich, CNLT1, Aziel",
  "author": "Aziel Eliab",
  "domain": "research, philosophy, Voynich",
  "subjects": "677b5d1751dd8e072273f707f6cebc117a87916a372228a6d37190b190a08ff7",
  "keywords": "ABAD, Voynich, CNLT1, Aziel"
}