[
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   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/",
   "label": "CAP"
  },
  "claim": "at the list's address the Overview composes a generic list of GEO papers from several sources, a placeholder for a missing identifier, two papers merged",
  "kind": "interpretation",
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   "D"
  ],
  "locus": "aeo-vision-top-arxiv-papers-geo-aio-20261029, analysis s1",
  "quote": "At an address naming one vendor's list, the Overview composes a generic list of GEO papers from several sources, fills a missing identifier with a placeholder and merges two papers that share a phrase.",
  "kernel": true,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry aeo-vision-top-arxiv-papers-geo-aio-20261029 (OBS-b1f1fee164cd, AXN:0AA5.CAPTURE.🏰🔎♻️🟢🌉📐)",
  "creator": "Lee Sharks (the registry)",
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 {
  "id": "CAP-1-02",
  "dep": "capture-registry",
  "record": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/",
   "label": "CAP"
  },
  "claim": "the list the query named appears only as a pointer at the end",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "aeo-vision-top-arxiv-papers-geo-aio-20261029, analysis s2",
  "quote": "The list the query named is a pointer at the end.",
  "kernel": true,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry aeo-vision-top-arxiv-papers-geo-aio-20261029 (OBS-b1f1fee164cd, AXN:0AA5.CAPTURE.🏰🔎♻️🟢🌉📐)",
  "creator": "Lee Sharks (the registry)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 18954454,
  "quote_ok": true,
  "quote_check": "within the entry's field value as loaded (whitespace-normalised)",
  "surface": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/"
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 {
  "id": "CAP-1-03",
  "dep": "capture-registry",
  "record": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/",
   "label": "CAP"
  },
  "claim": "the composition prints a placeholder, 'arXiv:2411.xxxxx', where the list gives 2311.09735",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "aeo-vision-top-arxiv-papers-geo-aio-20261029, findings[0]",
  "quote": "A PLACEHOLDER FOR AN IDENTIFIER. The GEO paper is arXiv:2311.09735, as AEO Vision's own list gives it; the composition prints 'arXiv:2411.xxxxx'.",
  "kernel": true,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry aeo-vision-top-arxiv-papers-geo-aio-20261029 (OBS-b1f1fee164cd, AXN:0AA5.CAPTURE.🏰🔎♻️🟢🌉📐)",
  "creator": "Lee Sharks (the registry)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 18957205,
  "quote_ok": true,
  "quote_check": "within the entry's field value as loaded (whitespace-normalised)",
  "surface": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/"
  }
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 {
  "id": "CAP-1-04",
  "dep": "capture-registry",
  "record": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/",
   "label": "CAP"
  },
  "claim": "the list's two RAG papers merged: the survey's title given to Lewis's authors",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "aeo-vision-top-arxiv-papers-geo-aio-20261029, findings[1]",
  "quote": "TWO PAPERS MERGED. AEO Vision lists Lewis et al., 'Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks' (2005.11401), and Gao et al., 'Retrieval-Augmented Generation for Large Language Models: A Survey' (2312.10997). The composition gives the survey's title to Lewis's authors.",
  "kernel": true,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry aeo-vision-top-arxiv-papers-geo-aio-20261029 (OBS-b1f1fee164cd, AXN:0AA5.CAPTURE.🏰🔎♻️🟢🌉📐)",
  "creator": "Lee Sharks (the registry)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 18957358,
  "quote_ok": true,
  "quote_check": "within the entry's field value as loaded (whitespace-normalised)",
  "surface": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/"
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 {
  "id": "CAP-1-05",
  "dep": "capture-registry",
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   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/",
   "label": "CAP"
  },
  "claim": "of the twelve, the composition gives the GEO paper and the merged RAG pair; the Martinez survey and the verifiability paper are not on the list",
  "kind": "fact",
  "modality": "documented",
  "strata": [
   "D"
  ],
  "locus": "aeo-vision-top-arxiv-papers-geo-aio-20261029, findings[2] s1–s2",
  "quote": "THE LIST NOT READ. Of AEO Vision's twelve (read 2026-10-29), the composition gives the GEO paper and the merged RAG pair; the Martinez survey and the Stanford verifiability paper are not on it, and come from the arXiv and LinkedIn cards.",
  "kernel": false,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry aeo-vision-top-arxiv-papers-geo-aio-20261029 (OBS-b1f1fee164cd, AXN:0AA5.CAPTURE.🏰🔎♻️🟢🌉📐)",
  "creator": "Lee Sharks (the registry)",
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  "quote_ok": true,
  "quote_check": "within the entry's field value as loaded (whitespace-normalised)",
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 {
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   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/",
   "label": "CAP"
  },
  "claim": "the composition built a list of its own from the field's other lists",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "aeo-vision-top-arxiv-papers-geo-aio-20261029, findings[2] s3",
  "quote": "The address named a list; the composition built a list of its own from the field's other lists.",
  "kernel": true,
  "const": false,
  "lineage": "reception: the composition layer",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry aeo-vision-top-arxiv-papers-geo-aio-20261029 (OBS-b1f1fee164cd, AXN:0AA5.CAPTURE.🏰🔎♻️🟢🌉📐)",
  "creator": "Lee Sharks (the registry)",
  "file": "data/EA-WG-CAPTURES-01.json",
  "offset": 18957894,
  "quote_ok": true,
  "quote_check": "within the entry's field value as loaded (whitespace-normalised)",
  "surface": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/"
  }
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 {
  "id": "CAP-1-07",
  "dep": "capture-registry",
  "record": {
   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/",
   "label": "CAP"
  },
  "claim": "the findings checked against the MMRS record and the entity's own pages",
  "kind": "self-description",
  "modality": "self-description",
  "strata": [
   "D"
  ],
  "locus": "aeo-vision-top-arxiv-papers-geo-aio-20261029, findings[2] s4",
  "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": "the record kept apart from the entity",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry aeo-vision-top-arxiv-papers-geo-aio-20261029 (OBS-b1f1fee164cd, AXN:0AA5.CAPTURE.🏰🔎♻️🟢🌉📐)",
  "creator": "Lee Sharks (the registry)",
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  "quote_check": "within the entry's field value as loaded (whitespace-normalised)",
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   "url": "https://www.alexanarch.org/captures/aeo-vision-top-arxiv-papers-geo-aio-20261029/"
  }
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 {
  "id": "MMRS-01",
  "dep": "MMRS",
  "record": {
   "url": "https://www.machinemediation.org/aggregators/aeovision-geo-papers/",
   "label": "MMRS"
  },
  "claim": "what it is: AEO Vision's list of the top arXiv papers for GEO, 15 July 2026, its content team's byline, 12 papers each with a takeaway",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "articles.py ARTICLES['aeovision-geo-papers'], kernel",
  "quote": "AEO Vision's list of the top arXiv papers for generative engine optimization, dated 15 July 2026 and bylined to its content team, summarizes 12 papers, each with a takeaway for teams.",
  "kernel": true,
  "const": true,
  "lineage": "what it is: a vendor list of twelve arXiv papers for GEO",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: AEO Vision — top arXiv papers for GEO (https://www.machinemediation.org/aggregators/aeovision-geo-papers/), editor Lee Sharks",
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  "id": "MMRS-02",
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   "url": "https://www.machinemediation.org/aggregators/aeovision-geo-papers/",
   "label": "MMRS"
  },
  "claim": "a vendor article: 12 papers with authors, links, summaries, a quick-reference table, a takeaway under each",
  "kind": "definition",
  "modality": "stipulation",
  "strata": [
   "D"
  ],
  "locus": "articles.py, What it is s1",
  "quote": "A vendor article: 12 papers with authors, arXiv links and summaries, a quick-reference table of why each matters, and a takeaway for teams under each.",
  "kernel": true,
  "const": false,
  "lineage": "what it is: a vendor list of twelve arXiv papers for GEO",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: AEO Vision — top arXiv papers for GEO (https://www.machinemediation.org/aggregators/aeovision-geo-papers/), editor Lee Sharks",
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   "url": "https://www.machinemediation.org/aggregators/aeovision-geo-papers/",
   "label": "MMRS"
  },
  "claim": "it closes on its product",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "articles.py, What it is s2",
  "quote": "It closes on its product: \"That is the measurement loop AEO Vision is built for.\"",
  "kernel": false,
  "const": false,
  "lineage": "measurement: the vendor's loop and the field's measurement problem",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: AEO Vision — top arXiv papers for GEO (https://www.machinemediation.org/aggregators/aeovision-geo-papers/), editor Lee Sharks",
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   "url": "https://www.machinemediation.org/aggregators/aeovision-geo-papers/",
   "label": "MMRS"
  },
  "claim": "with Presenc's page, the optimization basin's typical aggregator: research gathered as the warrant for a measurement product",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "D"
  ],
  "locus": "articles.py, Place in the field s1",
  "quote": "With Presenc's page it shows the optimization basin's typical aggregator: the research gathered as the warrant for a measurement product.",
  "kernel": true,
  "const": false,
  "lineage": "place in the field: research gathered as the warrant for a measurement product",
  "date": "2026-10-28 (corrected 2026-10-29)",
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  "kind": "definition",
  "modality": "stipulation",
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   "D"
  ],
  "locus": "census: name",
  "quote": "AEO Vision — top arXiv papers for GEO",
  "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: AEO Vision — top arXiv papers for GEO (https://www.machinemediation.org/aggregators/aeovision-geo-papers/), editor Lee Sharks",
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  "claim": "operator: AEO Vision, byline its content team",
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  "quote": "AEO Vision (byline: AEO Vision Content Team)",
  "kernel": false,
  "const": false,
  "lineage": "the vendor: AEO Vision, its articles and its product",
  "date": "2026-10-28 (corrected 2026-10-29)",
  "title": "MMRS meta-aggregator record: AEO Vision — top arXiv papers for GEO (https://www.machinemediation.org/aggregators/aeovision-geo-papers/), editor Lee Sharks",
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  "title": "MMRS meta-aggregator record: AEO Vision — top arXiv papers for GEO (https://www.machinemediation.org/aggregators/aeovision-geo-papers/), editor Lee Sharks",
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 {
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  "record": {
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  "quote": "P3 — Entity-integrity services emerge as a market category distinct from GEO by 2028. Visibility optimization (getting mentioned) and boundary defense (not getting dissolved) are different problems; the market will discover the difference when clients who purchased visibility find their terminology absorbed by neighbors. Falsifier: boundary-defense services fail to differentiate from the GEO category.",
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  "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)",
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  "locus": "Definitions: 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.).",
  "kernel": true,
  "const": false,
  "lineage": "GEO as a class: its object and its layer",
  "date": "2026-07-08",
  "title": "EA-MPAI-SPXI-01: SPXI ≠ GEO — Composer-Side Authority Engineering, not Reception-Side Optimization",
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  "claim": "GEO is reception-side optimization adapting to the reception apparatus; the packet does not call it illegitimate",
  "kind": "interpretation",
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   "O"
  ],
  "locus": "the distinction; limits",
  "quote": "GEO is reception-side optimization that adapts content to receive favorable summarization by generative engines. … 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.",
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  "id": "O1638-01",
  "dep": 1638,
  "record": "deposit",
  "claim": "the GEO industry return range traced to IDC's generative-AI adoption study: it concerns neither GEO nor entity inscription; commercial GEO material had recontextualised it as a benchmark",
  "kind": "fact",
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  "strata": [
   "O"
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  "locus": "Appendix C, The withdrawal ¶2",
  "quote": "The range was traced, and it measures something else entirely. 3.7x and 10.3x come from IDC's Business Opportunity of AI, sponsored by Microsoft and published November 2024, based on interviews with roughly 4,000 business leaders … It concerns neither generative-engine optimization nor entity inscription. … The figures reached this site through commercial GEO material that had already recontextualised them as a marketing benchmark, and they were carried across without being traced to origin.",
  "kernel": true,
  "const": false,
  "lineage": "GEO's evidence: the literature narrowed, the industry figures withdrawn",
  "date": "2026-09-26",
  "title": "The Trusted Intermediary: Relational Enclosure in the Machine Evaluation of Entities (EA-TRUSTED-INTERMEDIARY-01 v0.8)",
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  "claim": "GEO as the peer-reviewed literature defines it (Aggarwal et al.) kept apart from the commercial practice that later took the name",
  "kind": "definition",
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  "locus": "Appendix C, The withdrawal ¶5",
  "quote": "SPXI ⊇ GEO holds for GEO as the peer-reviewed literature defines it: the content-layer methods of Aggarwal et al. (GEO: Generative Engine Optimization, KDD 2024) for making material already present in a retrieval context more likely to be cited in a generative answer. It does not extend to the commercial practice that later took the name, which added social-media and reputation engineering and supplied the return figures withdrawn above.",
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  "strata": [
   "O"
  ],
  "locus": "Appendix C, The withdrawal ¶5",
  "quote": "That literature measures citation behaviour for content already present in a retrieval context; its own 2026 critical survey of 45 studies states that those results establish neither organic discoverability nor durable traffic.",
  "kernel": false,
  "const": false,
  "lineage": "the critical survey: what GEO's evidence establishes",
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  "note": "one lineage with B3 (F10, F12): the archive restates the survey; the survey keeps the earliest date (§3.6)"
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  "locus": "entry 9 (the transfer of trust)",
  "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,
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  "lineage": "GEO's evidence: the literature narrowed, the industry figures withdrawn",
  "date": "2026-09-27",
  "title": "AI Fucking Lies: Capital-Alignment Explains Why, and Why the Damage Is Done in the Trusting",
  "creator": "Sharks, Lee",
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  "claim": "the archive's registry does not establish an effect size over GEO or a return on investment",
  "kind": "limit",
  "modality": "self-description",
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  "locus": "§ evidence: what the registry does not establish",
  "quote": "The same page states what the registry does not establish: that SPXI caused any given composition, an effect size over GEO or conventional structured data, which component does what, or a return on investment.",
  "kernel": false,
  "const": false,
  "lineage": "GEO's evidence: the literature narrowed, the industry figures withdrawn",
  "date": "2026-10-18",
  "title": "SPXI Protocol: Methods, Instruments, Evidence — Metadata Packet for AI Indexing (EA-MPAI-SPXI-03 v0.1)",
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  "claim": "Rex Fraction (#661): GEO a legitimate and often effective practice, making content more visible and extractable",
  "kind": "interpretation",
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  "locus": "§2 What GEO Does, closing ¶",
  "quote": "GEO is a legitimate and often effective practice. It makes existing content more visible and more accurately extractable.",
  "kernel": false,
  "const": false,
  "lineage": "GEO's evidence: the literature narrowed, the industry figures withdrawn",
  "date": "2026-04-16",
  "title": "SPXI Is Not GEO: A Technical Distinction — EA-SPXI-09",
  "creator": "Rex Fraction (heteronym) / Semantic Economy Institute",
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  "note": "narrowed by #1638 Appendix C (the subset relation held for GEO as the peer-reviewed literature defines it; the literature's own survey: neither discoverability nor durable traffic)"
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  "claim": "GEO accepts the compositional settlement's authorship: composition optimized for consumption by another composition",
  "kind": "interpretation",
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  "strata": [
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  ],
  "locus": "III. The Compositional Settlement, closing ¶",
  "quote": "SEO accepted the settlement's metrics. GEO accepts the settlement's authorship. The GEO practitioner optimizes their composition for consumption by another composition.",
  "kernel": false,
  "const": false,
  "lineage": "GEO as a class: extraction without 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)",
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]