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        "timestamp_utc": "2026-09-18T02:00:40.366Z",
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        "action": "LATTICE_ANCHOR",
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          "display": null,
          "provisional": true,
          "record_id": "AZDOC-F2C6F6A9C4FF",
          "seed_corpus": false,
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        "timestamp_utc": "2026-09-18T02:00:58.537Z",
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          "map4d": {
            "axes": {
              "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-F2C6F6A9C4FF",
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        "timestamp_utc": "2026-09-18T02:01:00.454Z",
        "action": "LEARN",
        "payload": {
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          "possibility_kind": "HEURISTIC",
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        "timestamp_utc": "2026-09-18T02:01:02.209Z",
        "action": "POSSIBILITY_SCORE",
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          "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-F2C6F6A9C4FF",
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        "timestamp_utc": "2026-09-18T02:15:21.321Z",
        "action": "STRUCTURE_VERIFY",
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          "created_by": "download",
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          "library": "aziel",
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        "timestamp_utc": "2026-09-18T02:15:24.506Z",
        "action": "LATTICE_ANCHOR",
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          "kind": "aziel-corpus.download_verify",
          "library": "aziel",
          "record_id": "AZDOC-F2C6F6A9C4FF",
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        "sequence": 12,
        "timestamp_utc": "2026-09-18T02:15:25.183Z",
        "action": "DOWNLOAD",
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        "action": "LATTICE_ANCHOR",
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          "library": "aziel",
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        "action": "STRUCTURE_VERIFY",
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          "kind": "aziel-corpus.download_verify",
          "library": "aziel",
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        "action": "DOWNLOAD",
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        "action": "STRUCTURE_VERIFY",
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        "action": "REVIEW_SCORE",
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          },
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        "provisional": true,
        "record_id": "AZDOC-F2C6F6A9C4FF",
        "seed_corpus": false,
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        "map4d": {
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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": "Pins are paper date × event × geolocation. Never upload time.",
        "ok": true,
        "pinned": 0,
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      "timestamp_utc": "2026-09-18T02:00:59.601Z",
      "action": "LEARN",
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        "possibility_kind": "HEURISTIC",
        "record_id": "AZDOC-F2C6F6A9C4FF",
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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-F2C6F6A9C4FF",
        "refuse": "NO_ANCHORS",
        "schema": "aziel.possibility.v1"
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      "action": "STRUCTURE_VERIFY",
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        "library": "aziel",
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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": {
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          "poison": "PASS",
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        },
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        "possibility": null,
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    {
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      "timestamp_utc": "2026-09-18T02:15:23.906Z",
      "action": "LATTICE_ANCHOR",
      "payload": {
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        "kind": "aziel-corpus.download_verify",
        "library": "aziel",
        "record_id": "AZDOC-F2C6F6A9C4FF",
        "schema": "aziel.lattice.anchor.v1",
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      "action": "STRUCTURE_VERIFY",
      "payload": {
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        "errors": [],
        "event": "download_verify",
        "file_count": 1,
        "library": "aziel",
        "ok": true,
        "record_id": "AZDOC-F2C6F6A9C4FF",
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    {
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      "timestamp_utc": "2026-09-18T02:15:52.640Z",
      "action": "REVIEW_SCORE",
      "payload": {
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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",
          "plr": "PASS",
          "poison": "PASS",
          "spre": "PASS",
          "structure": "PASS"
        },
        "plr_status": "PASS",
        "possibility": null,
        "possibility_kind": "HEURISTIC",
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    {
      "sequence": 38420,
      "timestamp_utc": "2026-09-18T02:15:53.848Z",
      "action": "LATTICE_ANCHOR",
      "payload": {
        "carrier": "AzielTether",
        "kind": "aziel-corpus.download_verify",
        "library": "aziel",
        "record_id": "AZDOC-F2C6F6A9C4FF",
        "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,
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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": {
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          "plr": "PASS",
          "poison": "PASS",
          "spre": "PASS",
          "structure": "PASS"
        },
        "plr_status": "PASS",
        "possibility": null,
        "possibility_kind": "HEURISTIC",
        "record_id": "AZDOC-F2C6F6A9C4FF",
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    {
      "sequence": 38456,
      "timestamp_utc": "2026-09-18T02:16:40.789Z",
      "action": "LATTICE_ANCHOR",
      "payload": {
        "carrier": "AzielTether",
        "kind": "aziel-corpus.download_verify",
        "library": "aziel",
        "record_id": "AZDOC-F2C6F6A9C4FF",
        "schema": "aziel.lattice.anchor.v1",
        "sha256": "2157c69fe09c4c79eea054b54076b4dc21f4e5356657edd6ad2eda12a61c13c1",
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    {
      "sequence": 38464,
      "timestamp_utc": "2026-09-18T02:16:56.115Z",
      "action": "STRUCTURE_VERIFY",
      "payload": {
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        "errors": [],
        "event": "download_verify",
        "file_count": 1,
        "library": "aziel",
        "ok": true,
        "record_id": "AZDOC-F2C6F6A9C4FF",
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    {
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      "action": "REVIEW_SCORE",
      "payload": {
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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": {
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  "author": "Aziel Eliab",
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  "subjects": "ZIONPATTERN SOLVER — Shooter Performance Probability Calculations",
  "keywords": "Aziel, mandible, corpus"
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