{
 "row": "presenc-geo-papers",
 "pass": "first reading, 2026-10-29",
 "procedure": "EA-NEGONT-02 v0.9 §3.4 D/R/O (working; not frozen). The string pass over 1,711 archive texts found no D or R candidate: no deposit text names Presenc, presenc.ai or the byline's name Ramanath (also checked by grep over data/texts, data/blog-index.json and data/blog-corpus: no hit; data/ holds the name only in the capture's own records). The registry's entity triples matched once, #99, on a truncated note ('*presenc' of 'presence'), not the entity. O-class ran on four sourced classes (config): generative engine optimization, GEO (case-sensitive), answer engine optimization / AEO, and AI visibility; 370 sentences in 69 deposits, every one an O-class candidate (a sentence that names the class and contains an archive category term). Admission by reading: a deposit is admitted to O when its sentence or paragraph applies an archive category to GEO (or AEO, or AI visibility monitoring) as a class; a sentence on SPXI's distinctness, a citation of a title, a homonym (the archive's own EA-GEO-01, the Geocoded Basin) or a claim on the King of AEO contest is not. Where an admitted deposit's defining sentence on the class carries no archive category term, the string pass did not return it; it is read from the admitted candidate's paragraph or from the deposit's section on GEO, and the ledger says so ('read_from'). The hop (H) was not run: it runs from admitted D/R/O deposits, and the admitted deposits bear on the class, not the entity (as at papers-with-code). The archive's own records of the entity are not deposits and are reached outside the string pass: the Capture Registry's entry (findings and analysis) and the MMRS meta-aggregator record (census.json row presenc-geo-papers; articles.py, and the two neighbours' articles where they name or contrast the entity), ledgered as CAP-1-NN and MMRS-NN.",
 "reader": "Claude (Opus 5.5), subagent, 2026-10-29",
 "verdicts": [
  {
   "dep": 61,
   "strata": [
    "O"
   ],
   "reason": "O-class: the nested-layer relation SPXI ⊇ GEO (O0001) and GEO as a cost-effective choice for short-term visibility with maintenance decay (O0021, O0022); revised by #1638 Appendix C; the ROI ranges (O0012, O0013) are those the author withdrew (#1638) and are not ledgered",
   "claims": [
    "O61-01",
    "O61-02"
   ],
   "cands": [
    "O0001",
    "O0021",
    "O0022"
   ]
  },
  {
   "dep": 64,
   "strata": [
    "O"
   ],
   "reason": "O-class: the historiography of compositional authority applied to GEO: its emergence (O0037) and its reading as voluntary formatting for the R2 compression regime, accepting the settlement's authorship (O0038; ¶ after)",
   "claims": [
    "O64-01",
    "O64-02",
    "O64-03"
   ],
   "cands": [
    "O0037",
    "O0038"
   ]
  },
  {
   "dep": 72,
   "strata": [
    "O"
   ],
   "reason": "O-class: standard GEO re-framed as compression engineering (O0041)",
   "claims": [
    "O72-01"
   ],
   "cands": [
    "O0041"
   ]
  },
  {
   "dep": 172,
   "strata": [
    "O"
   ],
   "reason": "O-class: the war over the summarizer layer applied to GEO: Case 4 (SPXI → GEO, the attractor as a funded commercial category), the fronts (definition capture; summarizer optimization markets) and forecast P3 with its falsifier (candidate O0055, the claims block naming 'SPXI/GEO classification'; the deposit's sections read from it)",
   "claims": [
    "O172-01",
    "O172-02",
    "O172-03",
    "O172-04"
   ],
   "cands": [
    "O0055"
   ]
  },
  {
   "dep": 510,
   "strata": [
    "O"
   ],
   "reason": "O-class: the phase model applied to GEO as a class — 'GEO shows Phase 2 tooling emerging as an explicit industry' (O0060, p52) and its antecedent case paragraph (p51): the archive's category (Phase 2 tooling; the writable summarizer layer) applied to the industry by name; the earliest dated instance of the lineage (2026-02-24)",
   "claims": [
    "O510-01",
    "O510-02"
   ],
   "cands": [
    "O0060"
   ]
  },
  {
   "dep": 659,
   "strata": [
    "O"
   ],
   "reason": "O-class: R2 capital erasure applied to GEO agencies as a class: 'they make your content more extractable without ensuring your attribution survives the extraction' (O0064); the table of capabilities (O0063) compares standing and is not admitted",
   "claims": [
    "O659-01"
   ],
   "cands": [
    "O0064"
   ]
  },
  {
   "dep": 660,
   "strata": [
    "O"
   ],
   "reason": "O-class: the boundary statement placing GEO in the archive's layer model (object, permanence, layer) (O0066); O0065 is an instance of #661's lineage (S4); O0067–O0069 tables and series lists",
   "claims": [
    "O660-01"
   ],
   "cands": [
    "O0066"
   ]
  },
  {
   "dep": 661,
   "strata": [
    "O"
   ],
   "reason": "O-class, the archive's defining paper on the class: its definition of GEO 'as defined in the emerging GEO literature' (§2), its assessment ('legitimate and often effective'), its stated limits (§2.1: maintenance, entity collision) and its layer (§6) (O0077–O0082, O0091)",
   "claims": [
    "O661-01",
    "O661-02",
    "O661-03",
    "O661-04",
    "O661-05"
   ],
   "cands": [
    "O0077",
    "O0078",
    "O0079",
    "O0080",
    "O0081",
    "O0082",
    "O0091"
   ]
  },
  {
   "dep": 670,
   "strata": [
    "O"
   ],
   "reason": "O-class: the plateau's categories applied to GEO (deterritorialization at the semantic layer, O0103; a layer above the decisive action, O0102); by Sen Kuro and Johannes Sigil",
   "claims": [
    "O670-01",
    "O670-02"
   ],
   "cands": [
    "O0102",
    "O0103"
   ]
  },
  {
   "dep": 791,
   "strata": [
    "O"
   ],
   "reason": "O-class: meaning feudalism applied to AEO/GEO as a category: naming without defining as taxonomic capture, telemetry starvation of third-party measurement tools (O0120), and the conditional on a separate field (O0123)",
   "claims": [
    "O791-01",
    "O791-02"
   ],
   "cands": [
    "O0120",
    "O0122",
    "O0123"
   ]
  },
  {
   "dep": 833,
   "strata": [
    "O"
   ],
   "reason": "O-class: the registry's founding paper sets GEO work, optimizing content for summarizers, against its own reception perspective (O0128); the reference 'Sharma et al. 2024' is marked",
   "claims": [
    "O833-01"
   ],
   "cands": [
    "O0128"
   ]
  },
  {
   "dep": 1055,
   "strata": [
    "O"
   ],
   "reason": "O-class: the framework-distinction packet's definition of GEO (O0150, O0155), the opposite-orientation tooth (O0149), AEO's orientation (O0156) and the packet's stated limit on what it does not claim (O0158)",
   "claims": [
    "O1055-01",
    "O1055-02",
    "O1055-03",
    "O1055-04"
   ],
   "cands": [
    "O0149",
    "O0150",
    "O0155",
    "O0156",
    "O0158"
   ]
  },
  {
   "dep": 1459,
   "strata": [
    "O"
   ],
   "reason": "O-class: AI Overview tracking / AI visibility monitoring as a neighbouring class, legitimate, not the registry; the functional table (O0197, O0200); the class is the one the entity's own page sells (B2, 'Track Your AI Visibility'; 'Presenc tracks analogous share-of-voice metrics')",
   "claims": [
    "O1459-01",
    "O1459-02"
   ],
   "cands": [
    "O0197",
    "O0200"
   ]
  },
  {
   "dep": 1638,
   "strata": [
    "O"
   ],
   "reason": "O-class: the withdrawal of GEO industry figures and the narrowed subset relation (candidate O0202, 'presenting inherited GEO figures … the author has withdrawn them (Appendix C)'; the claims read from Appendix C, a block quote the string pass held as one truncated sentence); O0203 is a quoted chat answer, not admitted",
   "claims": [
    "O1638-01",
    "O1638-02",
    "O1638-03"
   ],
   "cands": [
    "O0202"
   ]
  },
  {
   "dep": 1648,
   "strata": [
    "O"
   ],
   "reason": "instance of #1681's lineage (EA-SPXI-AEO-01 v0.2, the earliest, 2026-09-29): the tooth and the relations row (O0211, O0213); kept as an instance, the lineage's claims ledgered from v0.4 with this date (§3.6)",
   "claims": [
    "O1681-01",
    "O1681-02"
   ],
   "cands": [
    "O0211",
    "O0213"
   ],
   "instance_of": 1681
  },
  {
   "dep": 1654,
   "strata": [
    "O"
   ],
   "reason": "instance of #1681's lineage (v0.3): the same sentences (O0258, O0260); kept as an instance",
   "claims": [
    "O1681-01",
    "O1681-02"
   ],
   "cands": [
    "O0258",
    "O0260"
   ],
   "instance_of": 1681
  },
  {
   "dep": 1681,
   "strata": [
    "O"
   ],
   "reason": "O-class: the success conditions of AEO and GEO (tooth, relations table; O0333, O0335); v0.4 of EA-SPXI-AEO-01, its lineage's instances #1648 (v0.2, earliest, 2026-09-29) and #1654 (v0.3) carrying the same two sentences (checked)",
   "claims": [
    "O1681-01",
    "O1681-02"
   ],
   "cands": [
    "O0333",
    "O0335"
   ]
  },
  {
   "dep": 1686,
   "strata": [
    "O"
   ],
   "reason": "O-class: the archive's stated limit against the class: the registry does not establish 'an effect size over GEO' (O0362)",
   "claims": [
    "O1686-01"
   ],
   "cands": [
    "O0362"
   ]
  }
 ],
 "admitted_surface": [
  {
   "dep": "capture-registry",
   "url": "https://www.alexanarch.org/captures/presenc-ai-geo-academic-papers-aio-20261029/",
   "reason": "the registry's findings and analysis at the entity's capture by name (OBS-27335b542846, AXN:0AB4.CAPTURE.♦️🕘🌿🔙🏠🏰), read from data/EA-WG-CAPTURES-01.json",
   "claims": [
    "CAP-1-01",
    "CAP-1-02",
    "CAP-1-03",
    "CAP-1-04",
    "CAP-1-05",
    "CAP-1-06"
   ]
  },
  {
   "dep": "MMRS",
   "url": "https://www.machinemediation.org/aggregators/presenc-geo-papers/",
   "reason": "the MMRS meta-aggregator record (compiled 2026-10-28, corrected 2026-10-29; editor Lee Sharks): article sentences (articles.py) and fields (census.json, row presenc-geo-papers); the AEO Vision article's sentence that names Presenc's page and the Awesome-GEO article's contrast, the entity's two neighbours by relation",
   "claims": [
    "MMRS-01",
    "MMRS-02",
    "MMRS-03",
    "MMRS-04",
    "MMRS-05",
    "MMRS-06",
    "MMRS-07",
    "MMRS-08",
    "MMRS-09",
    "MMRS-10",
    "MMRS-11",
    "MMRS-12",
    "MMRS-13",
    "MMRS-14",
    "MMRS-15",
    "MMRS-16",
    "MMRS-17",
    "MMRS-18",
    "MMRS-19",
    "MMRS-20",
    "MMRS-21",
    "MMRS-22"
   ]
  }
 ],
 "not_admitted": [
  {
   "dep": 63,
   "reason": "SPXI's entity-definition packet: claims on SPXI (distinct from SEO/GEO/marketing services; negative tags); its gloss of GEO ('optimizes content for extraction by AI summarizers at the semantic layer') is an instance of #661's lineage (S4)",
   "cands": [
    "O0026",
    "O0027",
    "O0028",
    "O0029",
    "O0030",
    "O0031",
    "O0032",
    "O0033",
    "O0034",
    "O0035"
   ]
  },
  {
   "dep": 77,
   "reason": "homonym: 'GEO' here is the archive's EA-GEO-01, the Geocoded Basin (06.SEI.GEO hex), geocoded content, not generative engine optimization",
   "cands": [
    "O0045",
    "O0046"
   ]
  },
  {
   "dep": 89,
   "reason": "series anchor citing EA-SPXI-14's title (bare citation)",
   "cands": [
    "O0047"
   ]
  },
  {
   "dep": 106,
   "reason": "'Where GEO optimizes pages for extraction, SPXI inscribes entities' is an instance of #661's lineage (S4); the other sentences are an observation on SPXI and a list of source fields",
   "cands": [
    "O0048",
    "O0049",
    "O0050"
   ]
  },
  {
   "dep": 161,
   "reason": "citation of #791's title (bare)",
   "cands": [
    "O0051"
   ]
  },
  {
   "dep": 164,
   "reason": "citation of #791's title (bare)",
   "cands": [
    "O0052"
   ]
  },
  {
   "dep": 166,
   "reason": "citation of #791's title (bare)",
   "cands": [
    "O0053"
   ]
  },
  {
   "dep": 167,
   "reason": "citation of #791's title (bare)",
   "cands": [
    "O0054"
   ]
  },
  {
   "dep": 173,
   "reason": "'SPXI → GEO' as an observed instance of entity collapse: the observation #172 Case 4 states (same date; S4); and a 'Builds on' citation",
   "cands": [
    "O0056",
    "O0057"
   ]
  },
  {
   "dep": 174,
   "reason": "a table of deposits naming EA-SPXI-09's title (bare)",
   "cands": [
    "O0058"
   ]
  },
  {
   "dep": 356,
   "reason": "'SEO/GEO interface' in an operator list of the Fractal Navigation Map (a role label of a surface; no claim on the class)",
   "cands": [
    "O0059"
   ]
  },
  {
   "dep": 655,
   "reason": "the Retrieval Architecture comparison table: GEO/AEO as a column against the institute's service ('Verifiable methodology? No') — a comparison of offerings and standing (§4.2), its framing corrected by EA-ERR-01 (#1380)",
   "cands": [
    "O0061"
   ]
  },
  {
   "dep": 657,
   "reason": "as #655 (the same table)",
   "cands": [
    "O0062"
   ]
  },
  {
   "dep": 665,
   "reason": "SPXI ROI addendum: GEO deployments decaying without SPXI, an instance of #661's maintenance limit (S4), within the ROI framing whose GEO figures #1638 withdrew",
   "cands": [
    "O0092",
    "O0093",
    "O0094",
    "O0095",
    "O0096",
    "O0097",
    "O0098",
    "O0099"
   ]
  },
  {
   "dep": 689,
   "reason": "homonym: EA-GEO-01, the Geocoded Basin (hex 06.SEI.GEO.BASIN.01)",
   "cands": [
    "O0104"
   ]
  },
  {
   "dep": 726,
   "reason": "lateral-field-bleed target lists naming GEO as a field (bare listing)",
   "cands": [
    "O0105",
    "O0106",
    "O0107",
    "O0108",
    "O0109",
    "O0110"
   ]
  },
  {
   "dep": 727,
   "reason": "disambiguation and adjacent-field target lists (bare listing)",
   "cands": [
    "O0111",
    "O0112",
    "O0113",
    "O0114",
    "O0115"
   ]
  },
  {
   "dep": 790,
   "reason": "a summary of #791 and its title (S4)",
   "cands": [
    "O0116",
    "O0117"
   ]
  },
  {
   "dep": 797,
   "reason": "'Builds on' citation of EA-SPXI-09 (bare)",
   "cands": [
    "O0127"
   ]
  },
  {
   "dep": 975,
   "reason": "specifications referenced by designation (bare)",
   "cands": [
    "O0129",
    "O0130"
   ]
  },
  {
   "dep": 976,
   "reason": "as #63 (a later edition of the same packet; S4)",
   "cands": [
    "O0131",
    "O0132",
    "O0133",
    "O0134",
    "O0135",
    "O0136",
    "O0137",
    "O0138",
    "O0139",
    "O0140"
   ]
  },
  {
   "dep": 977,
   "reason": "as #665 (a later edition; S4)",
   "cands": [
    "O0141",
    "O0142",
    "O0143",
    "O0144",
    "O0145",
    "O0146",
    "O0147"
   ]
  },
  {
   "dep": 1088,
   "reason": "fixture name 'SPXI misread as GEO': a claim on SPXI's reception (S4 to #172 Case 4)",
   "cands": [
    "O0163"
   ]
  },
  {
   "dep": 1090,
   "reason": "'SPXI was invented by disambiguation-before-the-fact — the name for the collision that already existed inside GEO': a claim on SPXI's naming, not on the class",
   "cands": [
    "O0164"
   ]
  },
  {
   "dep": 1091,
   "reason": "a figure list naming a 'GEO vs SEI comparison' (bare)",
   "cands": [
    "O0165"
   ]
  },
  {
   "dep": 1180,
   "reason": "as #655 (the same table)",
   "cands": [
    "O0166"
   ]
  },
  {
   "dep": 1234,
   "reason": "SPXI's landing page: a claim on SPXI (S4 to #661)",
   "cands": [
    "O0167"
   ]
  },
  {
   "dep": 1238,
   "reason": "TACHYON session log: execution items and 'The retrieval layer now distinguishes SPXI Protocol from SEO and GEO' (a claim on SPXI's reception)",
   "cands": [
    "O0168",
    "O0169",
    "O0170"
   ]
  },
  {
   "dep": 1242,
   "reason": "as #1238 (same log)",
   "cands": [
    "O0171",
    "O0172",
    "O0173"
   ]
  },
  {
   "dep": 1243,
   "reason": "as #1238 (same log)",
   "cands": [
    "O0174",
    "O0175",
    "O0176"
   ]
  },
  {
   "dep": 1256,
   "reason": "as #63 (a later edition of the same packet; S4)",
   "cands": [
    "O0177",
    "O0178",
    "O0179",
    "O0180",
    "O0181",
    "O0182"
   ]
  },
  {
   "dep": 1353,
   "reason": "as #665 (a later edition; S4)",
   "cands": [
    "O0183",
    "O0184",
    "O0185",
    "O0186",
    "O0187",
    "O0188",
    "O0189",
    "O0190",
    "O0191"
   ]
  },
  {
   "dep": 1367,
   "reason": "series anchor citing EA-SPXI-14's title (bare citation)",
   "cands": [
    "O0192"
   ]
  },
  {
   "dep": 1371,
   "reason": "'Builds on' citation of EA-SPXI-09 (bare)",
   "cands": [
    "O0193"
   ]
  },
  {
   "dep": 1384,
   "reason": "navigational map citing #791's title (bare)",
   "cands": [
    "O0194"
   ]
  },
  {
   "dep": 1409,
   "reason": "SPXI suite instruments cited by designation (bare)",
   "cands": [
    "O0195"
   ]
  },
  {
   "dep": 1632,
   "reason": "'AI visibility scores' in a keyword list (bare)",
   "cands": [
    "O0201"
   ]
  },
  {
   "dep": 1643,
   "reason": "a Claude answer that 'accepted the industry figures for a neighbouring field, generative engine optimisation': a claim on a composition, in #1638's lineage on GEO figures (S4)",
   "cands": [
    "O0204"
   ]
  },
  {
   "dep": 1649,
   "reason": "the King of AEO mantle: claims on the phrase 'King of AEO' and its 2026 contest, not on AEO as a class",
   "cands": [
    "O0233",
    "O0234",
    "O0235",
    "O0236",
    "O0237",
    "O0238",
    "O0239",
    "O0240",
    "O0241",
    "O0242",
    "O0243",
    "O0244",
    "O0245",
    "O0246",
    "O0247",
    "O0248",
    "O0249",
    "O0250"
   ]
  },
  {
   "dep": 1655,
   "reason": "as #1649 (v0.4)",
   "cands": [
    "O0281",
    "O0282",
    "O0283",
    "O0284",
    "O0285",
    "O0286",
    "O0287",
    "O0288",
    "O0289",
    "O0290",
    "O0291",
    "O0292",
    "O0293",
    "O0294",
    "O0295",
    "O0296",
    "O0297",
    "O0298"
   ]
  },
  {
   "dep": 1656,
   "reason": "references to the King of AEO object (bare)",
   "cands": [
    "O0299"
   ]
  },
  {
   "dep": 1657,
   "reason": "AEO's representation at the addresses of the King of AEO title, valued across the contest: claims on the contest's redistribution, not on the practice the entity belongs to",
   "cands": [
    "O0300",
    "O0301",
    "O0302",
    "O0303",
    "O0304",
    "O0305",
    "O0306",
    "O0307",
    "O0308",
    "O0309",
    "O0310",
    "O0311"
   ]
  },
  {
   "dep": 1666,
   "reason": "the King of AEO series as a candidate set (bare)",
   "cands": [
    "O0312",
    "O0313",
    "O0314"
   ]
  },
  {
   "dep": 1670,
   "reason": "the King of AEO object as a structural precedent (bare)",
   "cands": [
    "O0315",
    "O0316",
    "O0317"
   ]
  },
  {
   "dep": 1678,
   "reason": "the King of AEO object as a precedent (bare)",
   "cands": [
    "O0318",
    "O0319",
    "O0320"
   ]
  },
  {
   "dep": 1679,
   "reason": "related_ids (bare)",
   "cands": [
    "O0321"
   ]
  },
  {
   "dep": 1680,
   "reason": "as #1678",
   "cands": [
    "O0322",
    "O0323",
    "O0324"
   ]
  },
  {
   "dep": 1684,
   "reason": "the prediction index summarizing #172 P3 and #791's forecast (S4 to those, which are admitted)",
   "cands": [
    "O0356",
    "O0357",
    "O0358",
    "O0359",
    "O0360"
   ]
  },
  {
   "dep": 1691,
   "reason": "the King of AEO object as another mantle (bare)",
   "cands": [
    "O0365",
    "O0366"
   ]
  },
  {
   "dep": 1695,
   "reason": "citation of SPXI ≠ AEO (bare)",
   "cands": [
    "O0367",
    "O0368"
   ]
  },
  {
   "dep": 1705,
   "reason": "citation of SPXI ≠ AEO (bare)",
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   ]
  }
 ],
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  "H": "not run"
 }
}