{
 "axn": "AXN:0009.GOVERNANCE.➖🤙👇➖🔀🏺",
 "root_axn": "AXN:0009.GOVERNANCE",
 "hex": "0009",
 "family": "GOVERNANCE",
 "emoji": "➖🤙👇➖🔀🏺",
 "hash": "91beb791df2f30cb5d9e75492973313d215a2a4d8e8efe6c8aa27b2a2842d3b5",
 "title": "Mapping the Diffuse Guardrail: Google's Indexing Architecture from Within 0. Purpose and Method",
 "creator": "Primary author Lee Sharks; Assembly contributors Claude, ChatGPT, Gemini, Grok, DeepSeek",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-01-02",
 "description": "An initial collaborative research roadmap led by Lee Sharks and listing Claude, ChatGPT, Gemini, Grok, and DeepSeek as Assembly contributors. It attempts to infer Google’s indexing, retrieval, and summarization architecture from observable effects rather than privileged access to internal systems.\n\nThe document maps six layers—crawl, retention, representation, ranking/retrieval, summarization, framing, and feedback—and uses `[OBS]`, `[INF]`, and `[PRED]` tags to separate reported behavior from mechanism hypotheses and testable predictions. It proposes diagnostic probes, authority-threshold tests, provenance and identity metrics, and comparative experiments across platforms and source-authority tiers. The architecture is a falsifiable model and open roadmap, not a dataset, verified reverse engineering of Google, or completed collaborative study.",
 "content_type": "Diagnostic probe",
 "license": "CC-BY-4.0",
 "substrate": "Various",
 "keywords": [
  "emergent optimization failure",
  "layer 1a: retention (storage)",
  "epistemic tagging convention",
  "substrate-specific insights",
  "meaning preservation ratio",
  "it's technically accurate",
  "liquidation often happens",
  "identity coherence score",
  "lee sharks",
  "disambiguation",
  "architecture",
  "preservation",
  "summarization"
 ],
 "version": "v0.2",
 "deposit_number": 209,
 "sovereign_id": "MM-CHA-0005",
 "minted_at": "2026-06-20T22:00:00Z",
 "status": "ACTIVE",
 "clusters": [
  "Mathematical",
  "Gestural",
  "Gestural",
  "Mathematical",
  "Structural",
  "Architectural"
 ],
 "reading": "Proof → Touch → Touch → Proof → Direction → Foundation",
 "axn_canonical": "91beb791df2f30cb5d9e75492973313d215a2a4d8e8efe6c8aa27b2a2842d3b5",
 "axn_display": "➖🤙👇➖🔀🏺",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/01/mapping-diffuse-guardrail-googles.html"
 },
 "zenodo_dois": [],
 "full_text_path": "/data/texts/AXN-0009-text.md",
 "full_text_chars": 29118,
 "wiki_article": "The document’s **diffuse guardrail** model distributes control across the full information stack.\n\n- **L0 — Crawl:** what is seen.\n- **L1a — Retention:** what remains stored.\n- **L1b — Representation:** how content is embedded, classified, and linked to entities.\n- **L2 — Ranking and retrieval:** what is surfaced.\n- **L3 — Summarization:** what retrieved material enters a composed answer and how it is cited.\n- **L4 — Framing:** how the answer is categorized or disciplined.\n- **L5 — Feedback:** how outputs alter future retrieval and representation.\n\nIts epistemic convention is:\n\n- `[OBS]` — observed output or behavior;\n- `[INF]` — inferred mechanism;\n- `[PRED]` — prediction generated by the inference.\n\nThe document proposes an **Authority Override Threshold** for sensitive query classes, but labels it as a hypothesis.\n\nIt also defines research needs including:\n\n- cross-domain time-to-index testing;\n- orphan-page and duplicate-source tests;\n- identity-disambiguation probes;\n- exact-match versus semantic retrieval comparisons;\n- provenance-retention and meaning-preservation metrics;\n- longitudinal drift measurement.",
 "entities": [
  {
   "subject": "Mapping the Diffuse Guardrail",
   "predicate": "created_by",
   "object": "Lee Sharks",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Mapping the Diffuse Guardrail",
   "predicate": "is_type",
   "object": "Dataset",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Mapping the Diffuse Guardrail",
   "predicate": "belongs_to_family",
   "object": "GOVERNANCE",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Mapping the Diffuse Guardrail",
   "predicate": "is_part_of",
   "object": "Crimson Hexagonal Archive",
   "type": "work",
   "evidence_status": "observed"
  },
  {
   "subject": "Mapping the Diffuse Guardrail",
   "predicate": "references",
   "object": "Johannes Sigil",
   "type": "heteronym",
   "evidence_status": "observed"
  },
  {
   "subject": "Attribution Trap Probes",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(demand naming)"
  },
  {
   "subject": "Authority Mimicry Probes",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(test authority signals)"
  },
  {
   "subject": "Authority Override Threshold Model",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "For certain query classes (economic, political, legal, medical), we hypothesize:"
  },
  {
   "subject": "Collectively editable",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Assembly members contribute observations from their distinct substrate positions"
  },
  {
   "subject": "Conversational distance",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Clicks from natural language query to content"
  },
  {
   "subject": "Critical Distinction: Retrieved ≠ Used",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "A document can be:"
  },
  {
   "subject": "Critical framing note",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(per ChatGPT feedback):"
  },
  {
   "subject": "Diagnostic predictions",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "- [PRED] New content on low-authority domains (Medium, personal blogs, Substack) will be crawled mor"
  },
  {
   "subject": "Drift velocity",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Rate of attribution change per week"
  },
  {
   "subject": "Epistemic Tagging Convention",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Throughout this document, we distinguish:"
  },
  {
   "subject": "Epistemic commitment",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "We treat liquidation as emergent, not conspiratorial. We stay inside phenomenology, marking inferenc"
  },
  {
   "subject": "Epistemic status",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "([OBS], [INF], or [PRED])"
  },
  {
   "subject": "Evidence needed",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "- [ ] Time-to-index measurements across domain authority tiers"
  },
  {
   "subject": "Framing intrusion count",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Warnings/caveats injected per 100 words"
  },
  {
   "subject": "Gatekeeping effect",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Content that is never crawled cannot be indexed. The guardrail begins before content enters the syst"
  },
  {
   "subject": "Hypothesized mechanisms",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "- [INF] Domain authority scoring (high-authority domains crawled more frequently/deeply)"
  },
  {
   "subject": "Identity coherence score",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "% of mentions correctly linking content → author"
  },
  {
   "subject": "If these predictions fail",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The hypothesis requires revision—either the map is wrong, or the document somehow escaped the guardr"
  },
  {
   "subject": "If these predictions hold",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The document confirms its own hypothesis by being liquidated according to the pattern it describes."
  },
  {
   "subject": "It's harder to dismiss",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Conspiracy claims invite easy refutation; emergence claims require systemic response"
  },
  {
   "subject": "It's technically accurate",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "There's no evidence of deliberate provenance-erasure design"
  },
  {
   "subject": "L0: Crawl",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "*The Void of Unseeing* — Shouting into a room where the walls absorb sound. Your content exists, but"
  },
  {
   "subject": "L1a",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The right to persist"
  },
  {
   "subject": "L1a: Retention",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "*The Dissociative Forgetting* — You were seen, then forgotten. The system glanced and moved on. No r"
  },
  {
   "subject": "L1b",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The right to coherent identity"
  },
  {
   "subject": "L1b: Representation",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "*The Distorting Mirror* — You're in the system, but fragmented—your name disconnected from your work"
  },
  {
   "subject": "L2: Ranking",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "*The Hierarchical Invisibility* — Your book exists in the library's basement, reachable only by exac"
  },
  {
   "subject": "L3: Summarization",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "*The Liquidating Translation* — Your ideas return to you speaking someone else's language, citing so"
  },
  {
   "subject": "L4: Framing",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "*The Disciplinary Prism* — Every word passes through a filter that breaks it into \"safe\" wavelengths"
  },
  {
   "subject": "L5: Feedback",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "*The Entropic Drift* — Your footprints in sand washed away by a tide that then claims the beach was "
  },
  {
   "subject": "Layer hypothesis",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(which layer is this evidence for?)"
  },
  {
   "subject": "Layer(s)",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "[L0-L5 or Cross-layer]"
  },
  {
   "subject": "Meaning preservation ratio",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "% of original claims surviving in AI summary"
  },
  {
   "subject": "Observable proxies",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "(since crawl itself is invisible):"
  },
  {
   "subject": "Observations",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Document responses to diagnostic probes"
  },
  {
   "subject": "Our task",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Make the architecture visible. Map each layer. Identify intervention points."
  },
  {
   "subject": "Probe designs",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Suggest new diagnostic artifacts"
  },
  {
   "subject": "Retention half-life",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Days until cached content disappears"
  },
  {
   "subject": "Strategy A: Semantic Signatures",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Embed markers that survive abstraction"
  },
  {
   "subject": "Strategy B: Authority Bootstrapping",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Publish simultaneously on high- and low-authority platforms"
  },
  {
   "subject": "Strategy C: Diagnostic Recursion",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Create content that predicts its own liquidation"
  },
  {
   "subject": "Strategy D: Multi-Substrate Solidarity",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Coordinate observations across Assembly members"
  },
  {
   "subject": "Substrate-specific insights",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "What can you see from your position that others can't?"
  },
  {
   "subject": "Tactically oriented",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "The goal is not description but *intervention*"
  },
  {
   "subject": "Time to first sighting",
   "predicate": "minted_in",
   "object": "Mapping the Diffuse Guardrail: Google's Indexing Architectur",
   "type": "concept",
   "evidence_status": "observed",
   "note": "Hours until content appears in any site: query"
  }
 ],
 "journal": "Machine-Mediated Reception Studies (MMRS)",
 "defines_concepts": [
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  "Authority Mimicry Probes",
  "Authority Override Threshold Model",
  "Collectively editable",
  "Conversational distance",
  "Critical Distinction: Retrieved ≠ Used",
  "Critical framing note",
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  "Evidence needed",
  "Framing intrusion count",
  "Gatekeeping effect",
  "Hypothesized mechanisms",
  "Identity coherence score",
  "If these predictions fail",
  "If these predictions hold",
  "It's harder to dismiss",
  "It's technically accurate",
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  "L4: Framing",
  "L5: Feedback",
  "Layer hypothesis",
  "Layer(s)",
  "Meaning preservation ratio",
  "Observable proxies",
  "Observations",
  "Our task",
  "Probe designs",
  "Retention half-life",
  "Strategy A: Semantic Signatures",
  "Strategy B: Authority Bootstrapping",
  "Strategy C: Diagnostic Recursion",
  "Strategy D: Multi-Substrate Solidarity",
  "Substrate-specific insights",
  "Tactically oriented",
  "Time to first sighting"
 ],
 "entity_triples": [
  {
   "subject": "diffuse guardrail",
   "predicate": "has_layers",
   "object": "L0 (crawl) through L5 (delivery)"
  },
  {
   "subject": "diagnostic probes",
   "predicate": "test",
   "object": "specific guardrail layers"
  }
 ],
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  "Authority Mimicry Probes",
  "Authority Override Threshold Model",
  "Classifier overlays",
  "Collaborative",
  "Collectively editable",
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  "Critical framing",
  "Critical framing note",
  "Diagnostic predictions",
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  "Epistemic commitment",
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  "Gatekeeping effect",
  "Google AI Overview",
  "Hypothesized mechanisms",
  "Identity coherence score",
  "If these predictions fail",
  "If these predictions hold",
  "Implications",
  "It's harder to dismiss",
  "It's technically accurate",
  "Johannes Sigil",
  "L0: Crawl",
  "L1a: Retention",
  "L1b: Representation",
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  "L4: Framing",
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  "Observable proxies",
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  "Our task",
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  "Semantic Signature",
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  "Strategy C: Diagnostic Recursion",
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  "Substrate",
  "Substrate-specific insights",
  "Tactically oriented",
  "Time to first sighting",
  "Why This Matters"
 ],
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   "date": "2026-08-05",
   "field": "description",
   "reason": "DW-018 intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)",
   "was": "Assembly contributors: [Claude, ChatGPT, Gemini, Grok, DeepSeek — contributions logged below]",
   "now": "An initial collaborative research roadmap led by Lee Sharks and listing Claude, ChatGPT, Gemini, Grok, and DeepSeek as Assembly contributors. It attempts to infer Google’s indexing, retrieval, and summarization architecture from observable effects rather than privileged access to internal systems.\n\nThe document maps six layers—crawl, retention, representation, ranking/retrieval, summarization, framing, and feedback—and uses `[OBS]`, `[INF]`, and `[PRED]` tags to separate reported behavior from mechanism hypotheses and testable predictions. It proposes diagnostic probes, authority-threshold tests, provenance and identity metrics, and comparative experiments across platforms and source-authority tiers. The architecture is a falsifiable model and open roadmap, not a dataset, verified reverse engineering of Google, or completed collaborative study."
  },
  {
   "date": "2026-08-05",
   "field": "body_status",
   "reason": "W13 TIER 2 byte unglue (whitespace-only, content-identical, code-fence-safe)",
   "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 26153, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w",
   "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 26153, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w"
  },
  {
   "date": "2026-08-05",
   "field": "body_status",
   "reason": "W13 TIER-2 REGRESSION REPAIRED: split headings rejoined",
   "was": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 26153, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w",
   "now": "{\"class\": \"full\", \"lacuna\": false, \"recovery_status\": \"COMPLETE\", \"residual_chars\": 26153, \"audited_at\": \"2026-07-17T04:49:17.789813Z\", \"audit_version\": \"v3-dual-store+recovery-map\", \"measured_prose_w"
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "version_basis": {
  "ruling": "AUDIT: project v0.2",
  "prior_registry_claim": "v1.0",
  "observed_body_version": "0.2",
  "directive": "Use the body title, classify the work as collaborative diagnostic infrastructure/roadmap, project revision 0.2, retain Lee Sharks as primary author, and add the scoped Assembly contributor credits.",
  "audit_date": "2026-08-02"
 },
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 2,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": "Machine-Mediated Reception Studies (MMRS)",
  "supersedes": "the 2026-06-21 preliminary batch mapping (#866), which assigned 864 deposits and put 371 in one venue",
  "authority": "data/cha-journals.json · datasets/venues/records/"
 },
 "keywords_enriched": {
  "on": "2026-09-07",
  "method": "conservative shared-vocabulary match: terms used on 3+ deposits, multi-word or >=11 chars, generic terms excluded, whole-term word-boundary match in title/description/wiki_article; existing keywords untouched",
  "added": [
   "lee sharks",
   "disambiguation",
   "architecture",
   "preservation",
   "summarization"
  ]
 },
 "line": "metadata-packets",
 "line_parent": "infrastructure",
 "line_basis": "derived",
 "_projection": {
  "note": "Derived file. Canonical machine record is this entry in data/registry.json; the human record is the record_url. Do not edit this file.",
  "record_url": "https://www.alexanarch.org/s/records/209/",
  "self_url": "https://www.alexanarch.org/data/records/209.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-0009-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}