[
 {
  "id": "CAP-1-01",
  "dep": "capture:awesome-geo-aio-20261029",
  "claim": "the collision test held: the composition separates the senses as the record does, and the record gains its collision set from it",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "awesome-geo-aio-20261029, analysis",
  "quote": "The deliberate collision test held: the composition separates the senses as the record does, and the record gains its collision set from it.",
  "kernel": true,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry observation OBS-3d26cbe75ddc (awesome-geo-aio-20261029), field analysis",
  "creator": "Capture Registry (Lee Sharks, operator)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 19030459,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded",
  "surface": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/"
  },
  "record": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/",
   "label": "Capture Registry, awesome-geo-aio-20261029 (OBS-3d26cbe75ddc)"
  }
 },
 {
  "id": "CAP-1-02",
  "dep": "capture:awesome-geo-aio-20261029",
  "claim": "the Overview takes the string in its GEO sense, lists the lists, separates the geospatial resources",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "awesome-geo-aio-20261029, reading s2",
  "quote": "The Overview takes the string in its GEO sense, lists the lists, and separates the geospatial resources a reader might have meant.",
  "kernel": false,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry observation OBS-3d26cbe75ddc (awesome-geo-aio-20261029), field reading",
  "creator": "Capture Registry (Lee Sharks, operator)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 19030310,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded",
  "surface": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/"
  },
  "record": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/",
   "label": "Capture Registry, awesome-geo-aio-20261029 (OBS-3d26cbe75ddc)"
  }
 },
 {
  "id": "CAP-1-03",
  "dep": "capture:awesome-geo-aio-20261029",
  "claim": "the record's negative tag is the composition's split: GEO resources first, geospatial ones as alternative meanings",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "awesome-geo-aio-20261029, findings[0] s1–2",
  "quote": "THE COLLISION RESOLVED AS THE RECORD RESOLVES IT. The record's negative tag ('NOT a geospatial awesome list') is the composition's split: GEO resources first, geospatial ones as alternative meanings.",
  "kernel": true,
  "const": false,
  "lineage": "the collision: GEO and geo",
  "date": "2026-10-29",
  "title": "Capture Registry observation OBS-3d26cbe75ddc (awesome-geo-aio-20261029), field findings[0]",
  "creator": "Capture Registry (Lee Sharks, operator)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 19033111,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded",
  "surface": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/"
  },
  "record": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/",
   "label": "Capture Registry, awesome-geo-aio-20261029 (OBS-3d26cbe75ddc)"
  }
 },
 {
  "id": "CAP-1-04",
  "dep": "capture:awesome-geo-aio-20261029",
  "claim": "the finding checked against the MMRS record and the entity's own pages, re-read 2026-10-29",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "awesome-geo-aio-20261029, findings[0] s3",
  "quote": "Checked 2026-10-29 against the MMRS meta-aggregator record of 2026-10-28 and the entity's own pages, re-read the same day.",
  "kernel": false,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry observation OBS-3d26cbe75ddc (awesome-geo-aio-20261029), field findings[0]",
  "creator": "Capture Registry (Lee Sharks, operator)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 18935124,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded",
  "surface": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/"
  },
  "record": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/",
   "label": "Capture Registry, awesome-geo-aio-20261029 (OBS-3d26cbe75ddc)"
  }
 },
 {
  "id": "CAP-1-05",
  "dep": "capture:awesome-geo-aio-20261029",
  "claim": "DavidHuji's list composed first, as an active research and resource list (IF-GEO, multimodal rank manipulation, open-source tools)",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "awesome-geo-aio-20261029, findings[1]",
  "quote": "DAVIDHUJI'S LIST FIRST. Described as 'an active research and resource list featuring academic papers (such as IF-GEO and multimodal rank manipulation studies) and open-source tools'.",
  "kernel": true,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry observation OBS-3d26cbe75ddc (awesome-geo-aio-20261029), field findings[1]",
  "creator": "Capture Registry (Lee Sharks, operator)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 19033441,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded",
  "surface": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/"
  },
  "record": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/",
   "label": "Capture Registry, awesome-geo-aio-20261029 (OBS-3d26cbe75ddc)"
  }
 },
 {
  "id": "CAP-1-06",
  "dep": "capture:awesome-geo-aio-20261029",
  "claim": "three more GEO lists (amplifying-ai, henu-wang, aGEO) and two geospatial homonyms (Geoawesome, the Awesome GEE Community Catalog) observed",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "awesome-geo-aio-20261029, findings[2] s1–2",
  "quote": "THE NEIGHBOURS OBSERVED. amplifying-ai/awesome-generative-engine-optimization, henu-wang/awesome (Awesome GEO) and the aGEO platform at geo.deeflect.com are three more GEO lists, and Geoawesome and the Awesome GEE Community Catalog the geospatial homonyms.",
  "kernel": false,
  "const": false,
  "lineage": "neighbour lists of GEO resources",
  "date": "2026-10-29",
  "title": "Capture Registry observation OBS-3d26cbe75ddc (awesome-geo-aio-20261029), field findings[2]",
  "creator": "Capture Registry (Lee Sharks, operator)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 19033631,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded",
  "surface": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/"
  },
  "record": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/",
   "label": "Capture Registry, awesome-geo-aio-20261029 (OBS-3d26cbe75ddc)"
  }
 },
 {
  "id": "CAP-1-07",
  "dep": "capture:awesome-geo-aio-20261029",
  "claim": "all added to the record's disambiguation; the GEO lists as census candidates",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "awesome-geo-aio-20261029, findings[2] s3",
  "quote": "All added to the record's disambiguation; the GEO lists as census candidates.",
  "kernel": false,
  "const": false,
  "lineage": "the record kept apart from the entity",
  "date": "2026-10-29",
  "title": "Capture Registry observation OBS-3d26cbe75ddc (awesome-geo-aio-20261029), field findings[2]",
  "creator": "Capture Registry (Lee Sharks, operator)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 19033888,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded",
  "surface": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/"
  },
  "record": {
   "url": "https://www.alexanarch.org/captures/awesome-geo-aio-20261029/",
   "label": "Capture Registry, awesome-geo-aio-20261029 (OBS-3d26cbe75ddc)"
  }
 },
 {
  "id": "MMRS-01",
  "dep": "MMRS",
  "claim": "a GitHub awesome list of research on GEO maintained by DavidHuji: about 27 papers, code, datasets and tools by year (2024–2026) and open-source resources, 123 stars",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "article, kernel",
  "quote": "Awesome-GEO is a GitHub awesome list of research on generative engine optimization maintained by DavidHuji: about 27 papers, code, datasets and tools in sections by year (2024–2026) and open-source resources, with 123 stars.",
  "kernel": true,
  "const": true,
  "lineage": "what it is: an awesome list for research on GEO",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py (ARTICLES['awesome-geo-davidhuji'])",
  "offset": 18276,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  },
  "restates": "F2 (B11 line 6) and the README's sections (F6); the count and stars are the repository page's, which this session could not read (B1, 403); the extractor counts 27 entries in the README"
 },
 {
  "id": "MMRS-02",
  "dep": "MMRS",
  "claim": "a single README in the awesome-list form, entries linked to paper, code, dataset or tool, grouped by year",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "article, 'What it is' s1",
  "quote": "It is a single README in the awesome-list form: entries linked to paper, code, dataset or tool, grouped by year.",
  "kernel": false,
  "const": false,
  "lineage": "the contents: entries by year and open-source resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py (ARTICLES['awesome-geo-davidhuji'])",
  "offset": 18537,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-03",
  "dep": "MMRS",
  "claim": "fourteen pull requests listed when it was read (2026-10-28)",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "article, 'What it is' s2",
  "quote": "Fourteen pull requests were listed when it was read.",
  "kernel": false,
  "const": false,
  "lineage": "its purpose and its stated limits",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py (ARTICLES['awesome-geo-davidhuji'])",
  "offset": 18650,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  },
  "note": "not checked by this session: github.com answered 403"
 },
 {
  "id": "MMRS-04",
  "dep": "MMRS",
  "claim": "the research-side list of the optimization basin, kept without vendor notes",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "article, 'Place in the field' s1",
  "quote": "It is the research-side list of the optimization basin, kept without vendor notes.",
  "kernel": true,
  "const": false,
  "lineage": "vendor entries in the list",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py (ARTICLES['awesome-geo-davidhuji'])",
  "offset": 18734,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  },
  "contested": "'kept without vendor notes' against the README's vendor credits and a vendor's performance figure (F11, F12): composed each with its source (P_coh)"
 },
 {
  "id": "MMRS-05",
  "dep": "MMRS",
  "claim": "its name collides with the many geospatial awesome lists; the negative tag marks the difference",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "article, 'Place in the field' s2",
  "quote": "Its name collides with the many geospatial awesome lists, and the negative tag marks the difference.",
  "kernel": true,
  "const": false,
  "lineage": "the collision: GEO and geo",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/scripts/meta_aggregator/articles.py (ARTICLES['awesome-geo-davidhuji'])",
  "offset": 18817,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-06",
  "dep": "MMRS",
  "claim": "not a geospatial awesome list",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: negative_tags[0]",
  "quote": "NOT a geospatial ('geo') awesome list",
  "kernel": true,
  "const": true,
  "lineage": "the collision: GEO and geo",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-07",
  "dep": "MMRS",
  "claim": "operator: DavidHuji (GitHub)",
  "kind": "attribution",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "census: operator (evidence: github.com/DavidHuji/Awesome-GEO, basis operator)",
  "quote": "DavidHuji (GitHub)",
  "kernel": false,
  "const": false,
  "lineage": "what it is: an awesome list for research on GEO",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-08",
  "dep": "MMRS",
  "claim": "kind: curated list",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: kind",
  "quote": "curated list",
  "kernel": false,
  "const": false,
  "lineage": "what it is: an awesome list for research on GEO",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-09",
  "dep": "MMRS",
  "claim": "unit: a paper, code, dataset or tool on GEO",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: unit (evidence: github.com/DavidHuji/Awesome-GEO, basis operator)",
  "quote": "paper, code, dataset or tool on generative engine optimization",
  "kernel": false,
  "const": false,
  "lineage": "the contents: entries by year and open-source resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-10",
  "dep": "MMRS",
  "claim": "count: about 27 entries; 123 stars (2026-10-28)",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "census: count (as of 2026-10-28; basis operator)",
  "quote": "about 27 entries in sections 2024, 2025, 2026 and open-source resources; 123 stars",
  "kernel": false,
  "const": false,
  "lineage": "the contents: entries by year and open-source resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  },
  "note": "the 27 agrees with the extractor's count of the README; the stars are not checked (403)"
 },
 {
  "id": "MMRS-11",
  "dep": "MMRS",
  "claim": "lifecycle active, observed 2026-10-28 (read)",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "census: lifecycle.state; observed.on",
  "quote": "active … 2026-10-28",
  "kernel": false,
  "const": false,
  "lineage": "the record kept apart from the entity",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-12",
  "dep": "MMRS",
  "claim": "role: optimization",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: roles",
  "quote": "optimization",
  "kernel": false,
  "const": false,
  "lineage": "what it is: an awesome list for research on GEO",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-13",
  "dep": "MMRS",
  "claim": "neighbour in the basin: Presenc AI's GEO academic papers 2026 (census row presenc-geo-papers)",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "census: relations[0] (neighbour)",
  "quote": "neighbour … presenc-geo-papers",
  "kernel": false,
  "const": false,
  "lineage": "neighbour lists of GEO resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-14",
  "dep": "MMRS",
  "claim": "the capture at 'awesome-geo' as the composition layer's account of the entity",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "census: relations[1] (capture)",
  "quote": "the composition layer's account of the entity, seated in the Capture Registry",
  "kernel": false,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-15",
  "dep": "MMRS",
  "claim": "disambiguated: the amplifying-ai list (entity optimization, AI citations, E-E-A-T)",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: disambiguation[0]",
  "quote": "amplifying-ai/awesome-generative-engine-optimization … entity optimization, AI citations, E-E-A-T",
  "kernel": false,
  "const": false,
  "lineage": "neighbour lists of GEO resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-16",
  "dep": "MMRS",
  "claim": "disambiguated: henu-wang/awesome (Awesome GEO) (resources, tools, guides)",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: disambiguation[1]",
  "quote": "henu-wang/awesome (Awesome GEO) … resources, tools, guides",
  "kernel": false,
  "const": false,
  "lineage": "neighbour lists of GEO resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  },
  "note": "the label takes the card's truncated title; the repository is henu-wang/awesome-geo (B4)"
 },
 {
  "id": "MMRS-17",
  "dep": "MMRS",
  "claim": "disambiguated: aGEO at geo.deeflect.com (free platforms and tools, Dmitry Kargaev)",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: disambiguation[2]",
  "quote": "aGEO (geo.deeflect.com) … free platforms and tools, Dmitry Kargaev",
  "kernel": false,
  "const": false,
  "lineage": "neighbour lists of GEO resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-18",
  "dep": "MMRS",
  "claim": "disambiguated: Geoawesome (geospatial media, GIS, Earth observation)",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: disambiguation[3]",
  "quote": "Geoawesome … geospatial media, GIS, Earth observation",
  "kernel": false,
  "const": false,
  "lineage": "homonym: Geoawesome",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-19",
  "dep": "MMRS",
  "claim": "disambiguated: the Awesome GEE Community Catalog (Google Earth Engine, community geospatial datasets)",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: disambiguation[4]",
  "quote": "Awesome GEE Community Catalog … Google Earth Engine, community geospatial datasets",
  "kernel": false,
  "const": false,
  "lineage": "homonym: the Awesome GEE Community Catalog",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-20",
  "dep": "MMRS",
  "claim": "this entity: DavidHuji, research papers by year, IF-GEO",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: disambiguation[5] (self)",
  "quote": "DavidHuji, research papers by year, IF-GEO",
  "kernel": true,
  "const": false,
  "lineage": "what it is: an awesome list for research on GEO",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-21",
  "dep": "MMRS",
  "claim": "not yet checked: licence, last update",
  "kind": "limit",
  "modality": "self-description",
  "strata": [
   "D"
  ],
  "locus": "census: unchecked",
  "quote": "licence … last update",
  "kernel": false,
  "const": false,
  "lineage": "the record kept apart from the entity",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-22",
  "dep": "MMRS",
  "claim": "one source for all fields: the repository, read 2026-10-28",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "census: sources['github.com/DavidHuji/Awesome-GEO']",
  "quote": "https://github.com/DavidHuji/Awesome-GEO … 2026-10-28 … all fields",
  "kernel": false,
  "const": false,
  "lineage": "the record kept apart from the entity",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-23",
  "dep": "MMRS",
  "claim": "the record kept apart from the entity it describes, each assertion with a source and basis, the lifecycle apart from the observation",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: schema_note (top-level, v2, 2026-10-28)",
  "quote": "each page has two nodes, the MMRS record and the entity it describes; relations are typed; each assertion carries a source and a basis (operator statement, third-party report, our observation, our reading); lifecycle is kept apart from the observation that saw it",
  "kernel": false,
  "const": false,
  "lineage": "the record kept apart from the entity",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-24",
  "dep": "MMRS",
  "claim": "aggregators the composition layer surfaced are listed for reading and enter the census once read at their own pages",
  "kind": "function",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "census: candidates_note (top-level)",
  "quote": "Aggregators the composition layer surfaced in captures of the census's entities, listed for reading. Each enters the census once it has been read at its own pages.",
  "kernel": false,
  "const": false,
  "lineage": "the record kept apart from the entity",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "MMRS-25",
  "dep": "MMRS",
  "claim": "three census candidates surfaced at this capture: the amplifying-ai list, henu-wang/awesome, aGEO",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "census: candidates (surfaced_by 'awesome-geo-aio-20261029')",
  "quote": "amplifying-ai/awesome-generative-engine-optimization … henu-wang/awesome (Awesome GEO) … a GEO awesome list … aGEO — Awesome GEO platforms (geo.deeflect.com) … free GEO platforms and a repository list, by Dmitry Kargaev",
  "kernel": false,
  "const": false,
  "lineage": "neighbour lists of GEO resources",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: Awesome-GEO (DavidHuji) (https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/), editor Lee Sharks",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/machinemediation-org/data/meta-aggregator/census.json (rows[slug == 'awesome-geo-davidhuji'])",
  "offset": null,
  "quote_ok": true,
  "quote_check": "verbatim within the field's value as loaded (whitespace-normalised; multi-part quotes each checked)",
  "entity": "awesome-geo-davidhuji",
  "surface": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/"
  },
  "record": {
   "url": "https://www.machinemediation.org/aggregators/awesome-geo-davidhuji/",
   "label": "MMRS record, Awesome-GEO (DavidHuji)"
  }
 },
 {
  "id": "O510-01",
  "dep": 510,
  "record": "deposit",
  "claim": "GEO services describe the summarizer layer as writable and sell the tools to write it: the Phase 2 consulting practices the phase model predicts",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "'Generative engine optimization as Phase 2 tooling' ¶1",
  "quote": "these services openly describe the summarizer layer as a writable surface and sell the tools to write it. They are the Phase 2 consulting practices that the phase model predicts.",
  "kernel": true,
  "const": false,
  "lineage": "GEO as a market in the summarizer layer",
  "date": "2026-02-24",
  "title": "Semantic Physics: The Inward Turn, Competing Ontologies, and the Convergence Horizon I. The Layer You Didn't Know Was Writable",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-014D-text.md",
  "offset": 23890,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O510-02",
  "dep": 510,
  "record": "deposit",
  "claim": "GEO's existence as evidence that the summarizer layer's writability is no longer theoretical",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "'Generative engine optimization as Phase 2 tooling' ¶1, last sentence",
  "quote": "Their existence is empirical evidence that the writability of the summarizer layer is no longer a theoretical observation.",
  "kernel": false,
  "const": false,
  "lineage": "GEO as a market in the summarizer layer",
  "date": "2026-02-24",
  "title": "Semantic Physics: The Inward Turn, Competing Ontologies, and the Convergence Horizon I. The Layer You Didn't Know Was Writable",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-014D-text.md",
  "offset": 24069,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O655-01",
  "dep": 655,
  "record": "deposit",
  "claim": "the target of GEO/AEO: content extractability (against keywords and backlinks, and knowledge-graph structure)",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "comparison table, header and row Target",
  "quote": "|  | SEO | GEO / AEO | Retrieval Architecture | … | **Target** | Keywords & backlinks | Content extractability | Knowledge graph structure |",
  "kernel": false,
  "const": false,
  "lineage": "the layer: content for extraction",
  "date": "2026-04-14",
  "title": "RETRIEVAL ARCHITECTURE Building Entities the AI Is Forced to Present",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-0205-text.md",
  "offset": 1789,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')",
  "note": "the same table's third-column phrase 'Entities the AI is forced to present' was corrected by EA-ERR-01 (#1380) to 'Building Entities Worth Presenting'; the GEO/AEO column is not touched by the correction and is quoted without the corrected phrase"
 },
 {
  "id": "O659-01",
  "dep": 659,
  "record": "deposit",
  "claim": "GEO agencies make content more extractable without ensuring attribution survives the extraction",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "'R2: Capital Erasure' ¶",
  "quote": "This is what GEO agencies optimize you *for* — they make your content more extractable without ensuring your attribution survives the extraction.",
  "kernel": true,
  "const": false,
  "lineage": "GEO and attribution",
  "date": "2026-04-14",
  "title": "THE PROBLEM Your Search Traffic Problem Is No Longer an SEO Problem",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020A-text.md",
  "offset": 9298,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O660-01",
  "dep": 660,
  "record": "deposit",
  "claim": "GEO optimizes content for AI summarizer extraction",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "O"
  ],
  "locus": "opening ¶1 s2",
  "quote": "unlike Generative Engine Optimization (GEO), which optimizes content for AI summarizer extraction",
  "kernel": false,
  "const": false,
  "lineage": "the layer: content for extraction",
  "date": "2026-04-16",
  "title": "EA-SPXI-01: SPXI — A Formal Specification Semantic Packet for eXchange & Indexing (SPXI): Protocol for Durable Entity Inscription in AI-Mediated Knowledge Systems",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020B-text.md",
  "offset": 956,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O660-02",
  "dep": 660,
  "record": "deposit",
  "claim": "GEO's object content, its permanence ongoing, its layer semantic (against SPXI's entity, DOI anchoring and ontological layer); a shared substrate of structured data",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "BOUNDARY statement",
  "quote": "BOUNDARY: SPXI and GEO share a substrate (structured data, schema markup) but differ in object (entity vs. content), permanence (DOI-anchored vs. ongoing), and layer (ontological vs. semantic).",
  "kernel": false,
  "const": false,
  "lineage": "what GEO does not do",
  "date": "2026-04-16",
  "title": "EA-SPXI-01: SPXI — A Formal Specification Semantic Packet for eXchange & Indexing (SPXI): Protocol for Durable Entity Inscription in AI-Mediated Knowledge Systems",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020B-text.md",
  "offset": 7101,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O661-01",
  "dep": 661,
  "record": "deposit",
  "claim": "GEO as the emerging GEO literature defines it (Aggarwal et al., 2023; practitioners, 2024–2026): optimizing web content for extraction by AI summarizers",
  "kind": "definition",
  "modality": "attributed",
  "strata": [
   "O"
  ],
  "locus": "§2 What GEO Does ¶1",
  "quote": "Generative Engine Optimization, as defined in the emerging GEO literature (Aggarwal et al., 2023; various industry practitioners, 2024–2026), is the practice of optimizing web content for extraction by AI summarizers.",
  "kernel": true,
  "const": false,
  "lineage": "the layer: content for extraction",
  "date": "2026-04-16",
  "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020C-text.md",
  "offset": 3885,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O661-02",
  "dep": 661,
  "record": "deposit",
  "claim": "GEO a legitimate and often effective practice: measurable improvements in AI Overview inclusion and citation frequency",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "§2 What GEO Does ¶2",
  "quote": "GEO is a legitimate and often effective practice. It makes existing content more visible and more accurately extractable. It operates on the content layer and produces measurable improvements in AI Overview inclusion rates and citation frequency.",
  "kernel": false,
  "const": false,
  "lineage": "GEO's standing in the archive's own limits",
  "date": "2026-04-16",
  "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020C-text.md",
  "offset": 4786,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O661-03",
  "dep": 661,
  "record": "deposit",
  "claim": "GEO optimizes existing content about an existing entity; with no defining source it has nothing to optimize",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "§2.1 What GEO does not do, item 1",
  "quote": "GEO optimizes existing content about an existing entity. If the entity does not yet exist in the knowledge graph — if no authoritative source defines it — GEO has nothing to optimize.",
  "kernel": false,
  "const": false,
  "lineage": "what GEO does not do",
  "date": "2026-04-16",
  "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020C-text.md",
  "offset": 5106,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O661-04",
  "dep": 661,
  "record": "deposit",
  "claim": "GEO has no mechanism for declaring what an entity is not, and no tool for correcting a confusion of two entities with similar names",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "§2.1 What GEO does not do, item 3",
  "quote": "GEO does not include mechanisms for declaring what an entity is *not*. If a summarizer confuses two entities with similar names, GEO has no tool for correcting the confusion at the ontological level.",
  "kernel": true,
  "const": false,
  "lineage": "the collision: GEO and geo",
  "date": "2026-04-16",
  "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020C-text.md",
  "offset": 5550,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O661-05",
  "dep": 661,
  "record": "deposit",
  "claim": "GEO techniques must be maintained as summarizer behaviour evolves",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "§2.1 What GEO does not do, item 2",
  "quote": "GEO techniques must be maintained as summarizer behavior evolves.",
  "kernel": false,
  "const": false,
  "lineage": "what GEO does not do",
  "date": "2026-04-16",
  "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-020C-text.md",
  "offset": 5337,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O61-01",
  "dep": 61,
  "record": "deposit",
  "claim": "the archive's protocol set over the class: SPXI contains GEO's methods as a proper subset (SPXI ⊇ GEO)",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "O"
  ],
  "locus": "Abstract ¶1 s2–3",
  "quote": "SPXI is a broader retrieval architecture that contains Generative Engine Optimization methods as a proper subset, plus ontological-layer entity construction. Formally: SPXI ⊇ GEO.",
  "kernel": false,
  "const": false,
  "lineage": "SPXI and GEO: the archive's protocol set beside the class",
  "date": "2026-04-17",
  "title": "EA-SPXI-14: The Nested-Layer Relation — SPXI ⊇ GEO",
  "creator": "Rex Fraction (operative); Lee Sharks (archival)",
  "file": "data/texts/AXN-0210-text.md",
  "offset": 462,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')",
  "contested": "against #1055's 'They cannot coexist within the same compositional practice' (O1055-04): composed each with its source (P_coh)"
 },
 {
  "id": "O670-01",
  "dep": 670,
  "record": "deposit",
  "claim": "GEO, derived from the received view, inherits its misdescription: it treats the entity as given and optimizes the wrong relation",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "§'The received view' ¶ (optimization frameworks)",
  "quote": "GEO, which improves the conditions under which content about entities is extracted for summarizer consumption — inherit this misdescription. They optimize the wrong relation.",
  "kernel": false,
  "const": false,
  "lineage": "orientation: adapting to the reception apparatus",
  "date": "2026-04-17",
  "title": "SPXI as Concept: A Plateau on Search, Creation, and the Virtual Retrieval Layer (EA-SPXI-05)",
  "creator": "Johannes Sigil",
  "file": "data/texts/AXN-0217-text.md",
  "offset": 4746,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O670-02",
  "dep": 670,
  "record": "deposit",
  "claim": "GEO performs deterritorialization at the semantic layer: content off the page and into summarizer extraction",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "'Deterritorialization' ¶",
  "quote": "GEO performs deterritorialization at the semantic layer — it pulls content off the page and into summarizer extraction.",
  "kernel": false,
  "const": false,
  "lineage": "the layer: content for extraction",
  "date": "2026-04-17",
  "title": "SPXI as Concept: A Plateau on Search, Creation, and the Virtual Retrieval Layer (EA-SPXI-05)",
  "creator": "Johannes Sigil",
  "file": "data/texts/AXN-0217-text.md",
  "offset": 43891,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O64-01",
  "dep": 64,
  "record": "deposit",
  "claim": "GEO emerged in practitioner literature in late 2023 and stabilized as a named practice through 2024, after Search Generative Experience and AI Overviews",
  "kind": "genealogy",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "§ on GEO ¶1 s1",
  "quote": "**GEO** (Generative Engine Optimization) emerged in practitioner literature in late 2023 and stabilized as a named practice through 2024, responding initially to Google's Search Generative Experience and then to the full AI Overview rollout.",
  "kernel": false,
  "const": false,
  "lineage": "origin of the term: the 2023 paper",
  "date": "2026-04-18",
  "title": "The Retrieval Settlement A Historiography of Compositional Authority from PageRank to the Inscribed Entity",
  "creator": "Johannes Sigil (operative); Lee Sharks (archival)",
  "file": "data/texts/AXN-021B-text.md",
  "offset": 10727,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O64-02",
  "dep": 64,
  "record": "deposit",
  "claim": "GEO as the discipline of making compositional labour digestible for a system that strips its provenance: voluntary formatting for the R2 compression regime",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "§ on GEO ¶1, last sentence",
  "quote": "GEO is the discipline of making one's compositional labor digestible for a system that will strip its provenance — voluntary formatting for the R2 compression regime.",
  "kernel": true,
  "const": false,
  "lineage": "GEO and attribution",
  "date": "2026-04-18",
  "title": "The Retrieval Settlement A Historiography of Compositional Authority from PageRank to the Inscribed Entity",
  "creator": "Johannes Sigil (operative); Lee Sharks (archival)",
  "file": "data/texts/AXN-021B-text.md",
  "offset": 11374,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O72-01",
  "dep": 72,
  "record": "deposit",
  "claim": "standard GEO asks whether the summary is accurate; SPXI re-frames GEO as compression engineering, durable survival through extraction",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "'GEO Layer (Extraction as Compression Engineering)'",
  "quote": "Standard GEO asks: \"Is the AI summary accurate?\" SPXI re-frames GEO as **compression engineering**: the goal is durable survival through extraction.",
  "kernel": false,
  "const": false,
  "lineage": "SPXI and GEO: the archive's protocol set beside the class",
  "date": "2026-04-24",
  "title": "SPXI for Websites: Standing Protocol for Entity Inscription and Compression Survival (EA-SPXI-WEB-01 v4.0)",
  "creator": "Rex Fraction",
  "file": "data/texts/AXN-022F-text.md",
  "offset": 11355,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O791-01",
  "dep": 791,
  "record": "deposit",
  "claim": "Google's June 2026 guidance names AEO/GEO without defining it: taxonomic capture of the emerging professional category",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "abstract, the four moves (1)",
  "quote": "(1) **naming without defining** AEO/GEO, performing **taxonomic capture** of the emerging professional category",
  "kernel": true,
  "const": false,
  "lineage": "names of the practice",
  "date": "2026-06-07",
  "title": "Meaning Feudalism at the Guidance Layer: Sovereign Enclosure of the Composition Layer in Google's June 2026 SEO/AEO/GEO Canonicalization (v1.2)",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-02F9-text.md",
  "offset": 2230,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O791-02",
  "dep": 791,
  "record": "deposit",
  "claim": "two conditions: AEO/GEO as a separate field with its own instruments and bodies, or a subset of SEO with Google canonical, structurally Google-centric",
  "kind": "interpretation",
  "modality": "hypothesis",
  "strata": [
   "O"
  ],
  "locus": "§ (Third) ¶, s4–5",
  "quote": "If AEO/GEO becomes a separate field with its own standards, measurement instruments, and professional bodies, then practitioners can optimize for Perplexity or ChatGPT on the same terms as for Google AI Mode. If AEO/GEO remains a subset of SEO with Google's guidance as the canonical reference, the field is structurally Google-centric even when serving non-Google surfaces.",
  "kernel": false,
  "const": false,
  "lineage": "names of the practice",
  "date": "2026-06-07",
  "title": "Meaning Feudalism at the Guidance Layer: Sovereign Enclosure of the Composition Layer in Google's June 2026 SEO/AEO/GEO Canonicalization (v1.2)",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-02F9-text.md",
  "offset": 26123,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O172-01",
  "dep": 172,
  "record": "deposit",
  "claim": "the archive's protocol repeatedly classified as GEO: the attractor a commercial category with venture funding behind its corpus density",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "II, Case 4: SPXI → GEO (April 2026)",
  "quote": "The archive's protocol for entity inscription was repeatedly classified as generative engine optimization — the marketing industry's term for summarizer-visibility services. Here the attractor is a commercial category with venture funding behind its corpus density.",
  "kernel": false,
  "const": false,
  "lineage": "GEO as attractor",
  "date": "2026-06-09",
  "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-0309-text.md",
  "offset": 12202,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')",
  "note": "the deposit was reached by its O-class candidate O0054 (§II claim list); the claims on GEO stand at Case 4, the six fronts and P3 of the same deposit, read whole"
 },
 {
  "id": "O172-02",
  "dep": 172,
  "record": "deposit",
  "claim": "definition capture, the oldest front of the war over the summarizer layer; the SEO-to-GEO industry lineage its commercial expression",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "the six fronts, front 1",
  "quote": "Definition capture. Controlling the first sentence of the compressed account. The oldest front; the entire SEO-to-GEO industry lineage is its commercial expression.",
  "kernel": false,
  "const": false,
  "lineage": "GEO as a market in the summarizer layer",
  "date": "2026-06-09",
  "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-0309-text.md",
  "offset": 14436,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O172-03",
  "dep": 172,
  "record": "deposit",
  "claim": "summarizer optimization markets: commercial services selling influence over machine-generated answers, Phase 2 tooling now an explicit industry",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "the six fronts, front 5",
  "quote": "Summarizer optimization markets. Commercial services selling influence over machine-generated answers — Phase 2 tooling, now an explicit industry with its own acronyms, conferences, and pricing tiers.",
  "kernel": false,
  "const": false,
  "lineage": "GEO as a market in the summarizer layer",
  "date": "2026-06-09",
  "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-0309-text.md",
  "offset": 15298,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O172-04",
  "dep": 172,
  "record": "deposit",
  "claim": "prediction P3: entity-integrity services emerge as a market category distinct from GEO by 2028; falsifier: they fail to differentiate from the GEO category",
  "kind": "prediction",
  "modality": "hypothesis",
  "strata": [
   "O"
  ],
  "locus": "V. Predictions, P3",
  "quote": "P3 — Entity-integrity services emerge as a market category distinct from GEO by 2028. … Falsifier: boundary-defense services fail to differentiate from the GEO category.",
  "kernel": true,
  "const": false,
  "lineage": "prediction: entity integrity apart from GEO",
  "date": "2026-06-09",
  "title": "The War Over the Summarizer Layer: Entity Dissolution, the Default Compressed Account, and Early Telemetry of the Inward Turn (EA-SEI-SUMWAR-01 v1.0)",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-0309-text.md",
  "offset": 16867,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O833-01",
  "dep": 833,
  "record": "deposit",
  "claim": "GEO research studies how to optimize content for AI summarizers; reception research what summarizers do to content: the composition layer as target against the composition layer as reader",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "related work ¶, s4–6",
  "quote": "Recent work on Generative Engine Optimization (Sharma et al. 2024) studies how to optimize content *for* AI summarizers; this paper studies what AI summarizers *do to* content. The optimization perspective treats the composition layer as a target; the reception perspective treats it as a reader.",
  "kernel": true,
  "const": false,
  "lineage": "GEO research: the composition layer as target",
  "date": "2026-06-15",
  "title": "The Summarizer as Horizon of Reception: The AI Overview Capture Registry as a Founding Dataset for Machine-Mediated Reception Studies (EA-SEI-MMRS-DATASET-01 v1.2)",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-034E-text.md",
  "offset": 15921,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')",
  "defect": "the citation 'Sharma, A. et al. (2024). Generative Engine Optimization. arxiv.' (references) names an author the field does not: the paper of that title is Aggarwal et al. (F42, W2; F25, B4; the archive's own #661, O661-01); reported, not fixed"
 },
 {
  "id": "O1055-01",
  "dep": 1055,
  "record": "deposit",
  "claim": "GEO as the industry practice since about 2023–2024 of adapting web content to be selected, cited and summarized by generative retrieval systems; its measure of success selection and citation; its discipline SEO applied to LLM ecosystems",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "O"
  ],
  "locus": "Disambiguation ground, GEO ¶",
  "quote": "**GEO (Generative Engine Optimization)** is the industry practice, promulgated across the search-and-content-marketing sector since approximately 2023-2024, of adapting web content to be preferentially selected, cited, and summarized by generative retrieval systems (ChatGPT, Google AI Overviews, Perplexity, Claude, etc.). … Its measure of success is the degree to which content is selected and cited in generative-engine responses. Its underlying discipline is search engine optimization applied to LLM ecosystems.",
  "kernel": true,
  "const": false,
  "lineage": "GEO: what the class is",
  "date": "2026-07-08",
  "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-042B-text.md",
  "offset": 13204,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O1055-02",
  "dep": 1055,
  "record": "deposit",
  "claim": "GEO is reception-side optimization adapting content for favourable summarization: it adapts to the reception apparatus",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "kernel (blockquote) s1–2",
  "quote": "GEO is reception-side optimization that adapts content to receive favorable summarization by generative engines. Their orientations are opposite: SPXI resists the reception apparatus; GEO adapts to it.",
  "kernel": true,
  "const": false,
  "lineage": "orientation: adapting to the reception apparatus",
  "date": "2026-07-08",
  "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-042B-text.md",
  "offset": 2097,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O1055-03",
  "dep": 1055,
  "record": "deposit",
  "claim": "the packet does not claim GEO practitioners unethical or GEO illegitimate: a coherent discipline with a defensible target",
  "kind": "limit",
  "modality": "self-description",
  "strata": [
   "O"
  ],
  "locus": "What the packet does not claim, item 1",
  "quote": "Does not claim that GEO practitioners are unethical or that GEO as a discipline is illegitimate. GEO is a coherent commercial-content-marketing discipline with its own successful practitioners and its own defensible target.",
  "kernel": false,
  "const": false,
  "lineage": "GEO's standing in the archive's own limits",
  "date": "2026-07-08",
  "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-042B-text.md",
  "offset": 18215,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 },
 {
  "id": "O1055-04",
  "dep": 1055,
  "record": "deposit",
  "claim": "SPXI and GEO cannot coexist within one compositional practice",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "kernel (blockquote) s3",
  "quote": "They cannot coexist within the same compositional practice, because adapting to what the reception apparatus prefers is what SPXI is engineered to make unnecessary.",
  "kernel": false,
  "const": false,
  "lineage": "SPXI and GEO: the archive's protocol set beside the class",
  "date": "2026-07-08",
  "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-042B-text.md",
  "offset": 2299,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')",
  "contested": "against #61's 'SPXI ⊇ GEO' (O61-01): composed each with its source (P_coh)"
 },
 {
  "id": "O653-01",
  "dep": 653,
  "record": "deposit",
  "claim": "GEO measures citation frequency and not what compression does to an entity's meaning",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "H",
   "O"
  ],
  "locus": "opening ¶",
  "quote": "SEO measures rankings and traffic. GEO measures citation frequency. Neither measures the thing that matters: **what happens to your entity's meaning when the AI compresses it.**",
  "kernel": false,
  "const": false,
  "lineage": "measurement: citation frequency, not compression",
  "date": "2026-04-14",
  "title": "COMPRESSION DIAGNOSTICS Measuring What the AI Burns, Invents, and Distorts",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-0203-text.md",
  "offset": 1146,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')",
  "hop": "reached by the citation hop (H0086, forward, via #1643); read into O-class"
 },
 {
  "id": "O1643-01",
  "dep": 1643,
  "record": "deposit",
  "claim": "a composer accepted GEO's industry figures as defensible without the independent case studies it required of the archive's protocol",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "O"
  ],
  "locus": "the entries read, entry 9",
  "quote": "The Claude answer on the return question (entry 9) accepted the industry figures for a neighbouring field, generative engine optimisation, as the defensible part, without the independent case studies it required of the protocol.",
  "kernel": false,
  "const": false,
  "lineage": "the evidentiary bar",
  "date": "2026-09-27",
  "title": "AI Fucking Lies: Capital-Alignment Explains Why, and Why the Damage Is Done in the Trusting",
  "creator": "Sharks, Lee",
  "file": "data/texts/AXN-06D1-text.md",
  "offset": 43413,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "generative engine optimization (GEO) research (basis: field B11 line 6; B3 Related Resources / Other Awesome Lists; MMRS record, articles.py 'Place in the field')"
 }
]