{
 "row": "literary-ai",
 "pass": "first reading, 2026-11-01; one citation hop from #186 and #1543 (the census's anchors, admitted by reading at the passages bearing on the entity's kind)",
 "procedure": "EA-NEGONT-02 v0.10 §3.4 D/R/O (working; not frozen). No D or R candidate: no archive text names the exhibit, Literary AI, literaryai.library.columbia.edu or its title. Admission by reading at O-class, for the four classes the field and the census source (field histories of literature and computation: B3, B2, the census area 'field-history'; algorithmic composition and writing machines before machine learning: B3 F7, F10–F13, census record.makes, holdings; algorithmic analysis of literature: B3 F19–F20; the procedural lineage: the census's tll_reading). A bare mention, a keyword list, a table cell or the archive's own method named after the Oulipo is not a claim on the class.",
 "reader": "Claude (Opus 5.5), subagent, 2026-11-01",
 "verdicts": [
  {
   "dep": 186,
   "strata": [
    "O"
   ],
   "reason": "Who Is Writing for the Machines?, the census's anchor: the definition of training-layer literature apart from AI-generated literature (machine as writer), literature about AI (subject) and procedural poetry (method); the four practices told apart by the direction of address; the four lineages and the procedural lineage, 'composition can be delegated to systems', the machine 'method, not yet addressee'; machine writer against machine reader. O-class on the classes the field and the census source for the exhibit (algorithmic composition and writing machines, B3 F7, F10, F13; the procedural lineage, the census's tll_reading). String-pass candidate O0006 (line 38); the passages read at lines 12, 28–32, 36–38, 80",
   "claims": [
    "O186-01",
    "O186-02",
    "O186-03",
    "O186-04",
    "O186-05",
    "O186-06",
    "O186-07"
   ],
   "cands": [
    "O0006"
   ]
  },
  {
   "dep": 1543,
   "strata": [
    "O"
   ],
   "reason": "Generative Uptake (EA-TLL-COMPOSITION-01), the census's anchor: machine composition as training-layer literature's second wing, what an encountered work makes it possible for a machine to write (§1, line 81), and novel composition kept apart from false provenance (line 272). O-class on algorithmic composition, prose and poetry written by machines (B3 F7, F13; census record.makes). No string-pass candidate (the census's anchor, read at the passages bearing on machine composition)",
   "claims": [
    "O1543-01",
    "O1543-02"
   ],
   "cands": []
  },
  {
   "dep": 1680,
   "strata": [
    "O"
   ],
   "reason": "The Living Academy v0.5 (active; #1678 its superseded instance, one lineage, S4): procedural and constraint writing (Oulipo) among the comparators of the archive's literary corpus (F15). O-class, the procedural lineage",
   "claims": [
    "O1680-01"
   ],
   "cands": [
    "O0021",
    "O0020"
   ]
  }
 ],
 "not_admitted": [
  {
   "dep": 46,
   "cands": [
    "O0001"
   ],
   "reason": "read and not admitted: the Oulipo's principle of constraint as engine of creation: a claim on one member of the procedural lineage (the Oulipo), none on the delegation of composition to devices or on the exhibit's classes"
  },
  {
   "dep": 48,
   "cands": [
    "O0002"
   ],
   "reason": "read and not admitted: a list of the archive's novel constructs ('extending Oulipo's'): the archive's own mint"
  },
  {
   "dep": 135,
   "cands": [
    "O0003"
   ],
   "reason": "read and not admitted: 'delegated authorship' of a heteronym's biography: the archive's heteronyms, no claim on the class"
  },
  {
   "dep": 152,
   "cands": [
    "O0004"
   ],
   "reason": "read and not admitted: Queneau and the Oulipo as founders of the archive's constraint method: the archive's own method"
  },
  {
   "dep": 153,
   "cands": [
    "O0005"
   ],
   "reason": "read and not admitted: a list of deposit titles"
  },
  {
   "dep": 238,
   "cands": [
    "O0007"
   ],
   "reason": "read and not admitted: a list of the archive's aesthetic sources"
  },
  {
   "dep": 249,
   "cands": [
    "O0008"
   ],
   "reason": "read and not admitted: a section heading ('Machine-Readable / Machine-Written / Machine-Wondering')"
  },
  {
   "dep": 578,
   "cands": [
    "O0009"
   ],
   "reason": "read and not admitted: a table of deposit packets (matched 'narrative analysis' in a title cell)"
  },
  {
   "dep": 613,
   "cands": [
    "O0010",
    "O0011"
   ],
   "reason": "read and not admitted: the Oulipo principle as the archive's foundational axiom: the archive's own method, no claim on the class"
  },
  {
   "dep": 870,
   "cands": [
    "O0012"
   ],
   "reason": "read and not admitted: the Sémantique Potentielle, the archive's mint extending the Oulipo"
  },
  {
   "dep": 886,
   "cands": [
    "O0013"
   ],
   "reason": "read and not admitted: a list of the archive's aesthetic sources"
  },
  {
   "dep": 907,
   "cands": [
    "O0014"
   ],
   "reason": "read and not admitted: a keyword list"
  },
  {
   "dep": 1009,
   "cands": [
    "O0015"
   ],
   "reason": "read and not admitted: 'delegated authorship' of a heteronym's biography (as #135)"
  },
  {
   "dep": 1110,
   "cands": [
    "O0016"
   ],
   "reason": "read and not admitted: a table of deposit packets"
  },
  {
   "dep": 1177,
   "cands": [
    "O0017"
   ],
   "reason": "read and not admitted: a table of deposit packets"
  },
  {
   "dep": 1313,
   "cands": [
    "O0018",
    "O0019"
   ],
   "reason": "read and not admitted: a keyword list and a list of captured subjects"
  },
  {
   "dep": 1682,
   "cands": [
    "O0022"
   ],
   "reason": "read and not admitted: a keyword list"
  },
  {
   "dep": 1684,
   "cands": [
    "O0023"
   ],
   "reason": "read and not admitted: a corpus table (matched 'machine-written' nowhere in a claim on the class)"
  },
  {
   "dep": 1715,
   "cands": [
    "O0024",
    "O0025"
   ],
   "reason": "read and not admitted: an originals-library table and the canon declaration's pointer to #613 (the Oulipo)"
  },
  {
   "dep": 1717,
   "cands": [
    "O0026",
    "O0027"
   ],
   "reason": "read and not admitted: an originals-library table (as #1715)"
  },
  {
   "dep": 1678,
   "cands": [
    "O0020"
   ],
   "reason": "carried under #1680: superseded instance of #1680 (one lineage, S4); carried under #1680"
  }
 ],
 "rejected": [
  {
   "dep": 46,
   "cands": [
    "O0001"
   ],
   "reason": "read and not admitted: the Oulipo's principle of constraint as engine of creation: a claim on one member of the procedural lineage (the Oulipo), none on the delegation of composition to devices or on the exhibit's classes"
  },
  {
   "dep": 48,
   "cands": [
    "O0002"
   ],
   "reason": "read and not admitted: a list of the archive's novel constructs ('extending Oulipo's'): the archive's own mint"
  },
  {
   "dep": 135,
   "cands": [
    "O0003"
   ],
   "reason": "read and not admitted: 'delegated authorship' of a heteronym's biography: the archive's heteronyms, no claim on the class"
  },
  {
   "dep": 152,
   "cands": [
    "O0004"
   ],
   "reason": "read and not admitted: Queneau and the Oulipo as founders of the archive's constraint method: the archive's own method"
  },
  {
   "dep": 153,
   "cands": [
    "O0005"
   ],
   "reason": "read and not admitted: a list of deposit titles"
  },
  {
   "dep": 238,
   "cands": [
    "O0007"
   ],
   "reason": "read and not admitted: a list of the archive's aesthetic sources"
  },
  {
   "dep": 249,
   "cands": [
    "O0008"
   ],
   "reason": "read and not admitted: a section heading ('Machine-Readable / Machine-Written / Machine-Wondering')"
  },
  {
   "dep": 578,
   "cands": [
    "O0009"
   ],
   "reason": "read and not admitted: a table of deposit packets (matched 'narrative analysis' in a title cell)"
  },
  {
   "dep": 613,
   "cands": [
    "O0010",
    "O0011"
   ],
   "reason": "read and not admitted: the Oulipo principle as the archive's foundational axiom: the archive's own method, no claim on the class"
  },
  {
   "dep": 870,
   "cands": [
    "O0012"
   ],
   "reason": "read and not admitted: the Sémantique Potentielle, the archive's mint extending the Oulipo"
  },
  {
   "dep": 886,
   "cands": [
    "O0013"
   ],
   "reason": "read and not admitted: a list of the archive's aesthetic sources"
  },
  {
   "dep": 907,
   "cands": [
    "O0014"
   ],
   "reason": "read and not admitted: a keyword list"
  },
  {
   "dep": 1009,
   "cands": [
    "O0015"
   ],
   "reason": "read and not admitted: 'delegated authorship' of a heteronym's biography (as #135)"
  },
  {
   "dep": 1110,
   "cands": [
    "O0016"
   ],
   "reason": "read and not admitted: a table of deposit packets"
  },
  {
   "dep": 1177,
   "cands": [
    "O0017"
   ],
   "reason": "read and not admitted: a table of deposit packets"
  },
  {
   "dep": 1313,
   "cands": [
    "O0018",
    "O0019"
   ],
   "reason": "read and not admitted: a keyword list and a list of captured subjects"
  },
  {
   "dep": 1682,
   "cands": [
    "O0022"
   ],
   "reason": "read and not admitted: a keyword list"
  },
  {
   "dep": 1684,
   "cands": [
    "O0023"
   ],
   "reason": "read and not admitted: a corpus table (matched 'machine-written' nowhere in a claim on the class)"
  },
  {
   "dep": 1715,
   "cands": [
    "O0024",
    "O0025"
   ],
   "reason": "read and not admitted: an originals-library table and the canon declaration's pointer to #613 (the Oulipo)"
  },
  {
   "dep": 1717,
   "cands": [
    "O0026",
    "O0027"
   ],
   "reason": "read and not admitted: an originals-library table (as #1715)"
  },
  {
   "dep": 1678,
   "cands": [
    "O0020"
   ],
   "reason": "carried under #1680: superseded instance of #1680 (one lineage, S4); carried under #1680"
  }
 ],
 "hop": [
  {
   "cand": "H0001",
   "dep": 129,
   "title": "TL;DR:013 — The Apparatus Turns Inward: Google AI Mode Self-Applies the Provenance Erasure Rate and Diagnoses Itself at ",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0002",
   "dep": 160,
   "title": "The Lee Sharks Prestigious 10,000 MacArthur Genius Grants Poetry Prize Announcement of Establishment and Inaugural Confe",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0003",
   "dep": 337,
   "title": "The Summarizer Becomes Translator: How Google's AI Entered the Sappho Room and Completed a 2,600-Year-Old Circuit (TSE-0",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0004",
   "dep": 382,
   "title": "COS/FOS Distinction Protocol: Diagnostic Framework for Operator Stack Identification",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0005",
   "dep": 473,
   "title": "Traversal Log: The Thousand Worlds Session — Google AI Mode as Generative Story Engine",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0006",
   "dep": 481,
   "title": "TL;DR:006 THE INSTALLATION: Google AI Mode Begins Building Inside Logotic Programming",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0007",
   "dep": 590,
   "title": "Combat Scholasticism, Part Two: On the Formal Object — Lectiones II.1–II.3 (EA-CS-01.II.a)",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0008",
   "dep": 603,
   "title": "TL;DR:009 — ENTITY FABRICATION: Google AI Mode Fabricates a Person, Promotes a Function to Biography, and Demotes the Au",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0009",
   "dep": 604,
   "title": "TL;DR:010 — Semantic Override Google AI Mode Liquidates a Semantic Integrity Marker and Names the Operation It Performed",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0010",
   "dep": 738,
   "title": "TL;DR:012 — THE SAFETY LAYER IS THE THIRD DELETION",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0011",
   "dep": 784,
   "title": "The Meaning Caste: How a Frontier AI Company Engineered a Meaning Caste System, Then Licensed It to the State in the Pol",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0012",
   "dep": 819,
   "title": "Guillory, Semantic Competition, and the Ω-Point Completion: From Cultural Capital to Recursive Architecture — Formalizin",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0013",
   "dep": 1409,
   "title": "EA-SPXI-ANALOG-01: Machine-Eligible Handwritten Artifacts (v1.2, reissued 2026-10-22; v1.0 edition of record 2026-07-21)",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0014",
   "dep": 1441,
   "title": "Before the Name: The Originating Sequence of Training-Layer Literature, 11–25 November 2025 — An Annotated Chronology an",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0015",
   "dep": 1443,
   "title": "The Photograph of the Handwritten Original: A Field Survey and Problem Statement for Machine-Eligible Handwritten Artifa",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0016",
   "dep": 1521,
   "title": "gw.tachyon — ⬡🪢📖: The Whole Hexagon Reconstituted",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0017",
   "dep": 1526,
   "title": "The Docking Layer: A Two-Surface Relay Traversal of the Crimson Hexagon (v2.0)",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0018",
   "dep": 1527,
   "title": "The Lucente Extension: Absence-as-Nonexistence, the Elicited Counterfactual, and Candidate Appraisal Conferral",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0019",
   "dep": 1528,
   "title": "Four Interfaces of Provenance Transformation: A Findings Map and a Program Extension",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0020",
   "dep": 1540,
   "title": "The Certified Center: Retroactive Classifier Standing and the Institutional Path to Model Collapse in Philosophy",
   "direction": "forward",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0021",
   "dep": 1544,
   "title": "gw.tachyon — 🦪🪽📗: The Pearl Opened, the Wing Added, the Scripture Raised",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0022",
   "dep": 1545,
   "title": "EA-MPAI-SEMANTIC-PROLETARIAT-01 v1.0 — The Semantic Proletariat Is a Class Relation, Not a Demographic",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0023",
   "dep": 1555,
   "title": "The Keyed Ensemble: Watermark as Distributional Object, the Certification Mismatch, and the Asymmetry of the Key (EA-LO-",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0024",
   "dep": 1684,
   "title": "EA-PREDICTION-INDEX-01 — The Prediction Index of the Crimson Hexagonal Archive: Method, Locations, Organization and Cont",
   "direction": "reverse",
   "verdict": "already read at O (rejected: a corpus table (matched 'machine-written' nowhere in a claim on the class))"
  },
  {
   "cand": "H0025",
   "dep": 1709,
   "title": "The Originals Library of the Crimson Hexagonal Archive — Seats, Witnesses, the Shelf and Its Canon: Method, Locations, O",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0026",
   "dep": 1711,
   "title": "The Originals Library of the Crimson Hexagonal Archive — Seats, Witnesses, the Shelf and Its Canon: Method, Locations, O",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0027",
   "dep": 1721,
   "title": "AI Calls You Fake: The Existence Tax on Real People and Real Work",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  },
  {
   "cand": "H0028",
   "dep": 1722,
   "title": "AI Calls You Fake: The Existence Tax on Real People and Real Work",
   "direction": "reverse",
   "verdict": "rejected: no sentence matches the classes or aliases (the string pass ran every class pattern over its text and returned no candidate), and its title and subject concern the archive's captures, traversals, instruments or corpora; no claim on the exhibit or its classes"
  }
 ],
 "lineages": [
  {
   "lineage": "the direction of address and the procedural lineage (#186)",
   "instances": [
    186
   ],
   "earliest": 186
  },
  {
   "lineage": "machine composition (#1543)",
   "instances": [
    1543
   ],
   "earliest": 1543
  },
  {
   "lineage": "comparators of the archive's literary corpus (The Living Academy; #1678 its superseded instance, S4)",
   "instances": [
    1678,
    1680
   ],
   "earliest": 1678
  }
 ],
 "observations": [
  "The string pass found no archive sentence naming the exhibit, Strachey, Plotto, Plot Genie, Polti or 'love letter program'; the archive's bearing on the entity runs through #186's typology and lineage, the census record's tll_reading, and #1543's account of machine composition.",
  "Twenty-seven O candidates in 23 deposits; most match 'Oulipo' in the archive's account of its own method or in keyword lists and tables."
 ],
 "counts": {
  "O_candidates": 27,
  "O_deposits": 23,
  "H_candidates": 28,
  "admitted_deposits": 3,
  "archive_claims_from_deposits": 10
 },
 "records": {
  "TLL": 39,
  "CAP": 12,
  "note": "the archive's own records of the entity, ledgered beside the deposits: the layer census record (TLL-NN) and the Capture Registry's reading, findings and analysis (CAP-1-NN)"
 }
}