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            "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.",
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      "action": "REVIEW_SCORE",
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        "law": "adaptive learning via hashchain lattice for recollection and reasoning",
        "library": "aziel",
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          "poison": "PASS",
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          "structure": "PASS"
        },
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      "action": "LATTICE_ANCHOR",
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        "kind": "aziel-corpus.download_verify",
        "library": "aziel",
        "record_id": "AZDOC-877A5515271D",
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  "errors": [],
  "limitation": "THIS IS: Aziel Digital Library v2.7.0 — a self-contained immutable local digital library and intelligence runtime with poison immunity, PhysLing Review (required third verifier), triad composite score, ZionPattern Solver secondary score (public, separate from triad; 75 = intentional suppression confidence, lower is more natural; 75 ceiling / 25 floor; provisional), exact-same-subject paper succession cites, document-bound hash chains, hosted Whisper transcription with mandatory VibeLock determination and hard A/V blocks (porn, nudity, child-sexual content never stored or playable), hash-chained media lattice for every OCR and transcript run, downloadable records, Ask Jeeves (research assistant), unranked Bayesian peer scores, and full-structure verify on upload/download. The public site is the MASTER (writable for signed-in accounts; anonymous GET is read-only). Operator writes go to Aziel Library only; public/anonymous writes go to Corpus only (Lamb Lens). Author Aziel Eliab only (also known as Aziel Elroi Eliab)."
}