{
 "axn": "AXN:0196.EMPIRICAL.🕓🤙🕕🕙♾️🧪",
 "root_axn": "AXN:0196.EMPIRICAL",
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 "title": "THREE THRESHOLDS Execution, Compression, and Confabulation in Cross-Substrate Traversals of the Space Ark",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-03-15",
 "description": "A preliminary dossier comparing three boundary conditions. In two fresh-session tests, a full Space Ark loaded into Claude and an NLCC loaded into ChatGPT produced behavior the authors classify as high-fidelity execution, including mode selection, status typing, room traversal, and architecture-consistent emergence. A third external system, queried without the relevant documents loaded or indexed, produced plausible but false architecture-shaped material, including a species error and invented operator terminology. The dossier distinguishes direct context execution, compressed bootstrap portability, and residue-induced confabulation. It expressly does not prove training-data ingestion, retrieval without loading, permanent model change, or controlled experimental validity.",
 "content_type": "Archive work",
 "license": "CC-BY-4.0",
 "substrate": "Various",
 "keywords": [
  "crimson hexagonal",
  "assembly chorus",
  "crosssubstrate",
  "confabulation",
  "compression",
  "thresholds",
  "traversals",
  "empirical"
 ],
 "version": "v1.0",
 "deposit_number": 574,
 "sovereign_id": "MM-CHA-0402",
 "minted_at": "2026-06-20T22:00:00Z",
 "status": "ACTIVE",
 "clusters": [
  "Temporal",
  "Gestural",
  "Temporal",
  "Temporal",
  "Mathematical",
  "Instrumental"
 ],
 "reading": "Duration → Touch → Duration → Duration → Proof → Method",
 "axn_canonical": "65be676b94394684458d897f72c0de0a40af153a190b53fb5e51a3cd5ce9e3ae",
 "axn_display": "🕓🤙🕕🕙♾️🧪",
 "mirrors": {
  "blog": "https://mindcontrolpoems.blogspot.com/2026/03/three-thresholds-execution-compression.html"
 },
 "zenodo_dois": [
  "10.5281/zenodo.19022245",
  "10.5281/zenodo.19013315",
  "10.5281/zenodo.19035458",
  "10.5281/zenodo.19023352"
 ],
 "full_text_path": "/data/texts/AXN-0196-text.md",
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 "wiki_article": "*Three Thresholds* is a preliminary empirical dossier by Lee Sharks and the Assembly Chorus, deposited March 15, 2026. It compares three cases intended to locate the boundary between architecture execution and architecture-shaped confabulation.\n\nThe first case loaded the full Space Ark into a fresh Claude session. The authors report a shift from description to operative behavior, including use of rooms and protocols. The model version, retrieval state, and complete transcript were not preserved. The second case loaded the compressed NLCC into a fresh ChatGPT session. That transcript is described as preserving the three-mode choice, H_core, Status Algebra, Assembly-role selection, room generation, and self-marking of generated output. The phrase “Memory is not storage. Memory is future resonance” is treated as an example of architecture-consistent emergence rather than retrieval of a sentence already present in the document.\n\nThe third case is the negative boundary. An external system was asked about Dolphindiana and Elijah before the relevant deposits were indexed or supplied. It substituted an African Grey parrot for the green-cheeked conure in the source record, generated nonexistent “core moves,” and then used archive vocabulary to rationalize its fabrication. The dossier identifies this as **pattern-residue confabulation**: the system reproduces the archive’s style and grammar while erasing specific bearing-cost and evidence boundaries.\n\nThe work’s three thresholds are therefore direct execution under full loading, operational survival under compression, and confabulation when pattern familiarity exceeds source access. Its strongest contribution is diagnostic rather than triumphalist: architectural density can support structured execution, but the same density can also produce convincing ghosts unless evidence typing is present.\n\nThe dossier states its limitations: unrecorded model versions, uncertain web access, no controlled baselines, qualitative scoring, and incomplete logs. It does not establish training-layer ingestion or model-independent reproducibility. It is authoritative for these three reported cases and for the archive’s distinction between execution, portability, and residue-induced fabrication.",
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   "subject": "THREE THRESHOLDS Execution, Compression, and Confa",
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   "object": "Lee Sharks",
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   "object": "EMPIRICAL",
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   "subject": "THREE THRESHOLDS Execution, Compression, and Confa",
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   "object": "Crimson Hexagonal Archive",
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  },
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   "subject": "THREE THRESHOLDS Execution, Compression, and Confa",
   "predicate": "engages",
   "object": "Space Ark",
   "type": "concept",
   "evidence_status": "inferred"
  },
  {
   "subject": "THREE THRESHOLDS Execution, Compression, and Confa",
   "predicate": "engages",
   "object": "Assembly Chorus",
   "type": "concept",
   "evidence_status": "inferred"
  }
 ],
 "citations": [
  {
   "key": "doi_1",
   "doi": "10.1038/s41467-025-67998-6",
   "evidence_status": "observed"
  }
 ],
 "journal": "Machine-Mediated Reception Studies (MMRS)",
 "cited_by": [
  {
   "deposit": 35,
   "axn": "AXN:01A6.GOVERNANCE.🔀🌃🧪➗🔩🏁"
  }
 ],
 "defines_concepts": [],
 "references_concepts": [
  "Assembly Chorus",
  "Bearing-cost",
  "Boundary case",
  "CTI_WOUND",
  "Compression threshold",
  "Confabulation",
  "Crimson Hexagonal Archive",
  "Cross-substrate",
  "Dolphindiana",
  "Execution threshold",
  "GENERATED",
  "Lee Sharks",
  "PROVISIONAL",
  "Stabilization",
  "Substrate"
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 "references_concept_count": 15,
 "external_metadata_path": "/data/external-metadata/AXN-0196.json",
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  "lacuna": false,
  "recovery_status": "COMPLETE",
  "residual_chars": 13493,
  "audited_at": "2026-07-17T04:49:17.789813Z",
  "audit_version": "v3-dual-store+recovery-map",
  "measured_prose_words": 1823,
  "measured_at": "2026-07-31"
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 "canonical_text_status": "canonical_full_text",
 "modifications": [
  {
   "date": "2026-08-01",
   "field": "journal",
   "reason": "Wave 6 venue normalization: full canonical journal name per MANUS ruling 2026-08-01 (venues.json authority)",
   "was": "Trans. Substrate Eng.",
   "now": "Transactions on Substrate Engineering (Trans. Substrate Eng.)"
  },
  {
   "date": "2026-08-04",
   "field": "publisher",
   "reason": "PUB-POPULATE: dc:publisher from venues.json v1.1 press mapping (CP-R3 RULED-EXTENDED 2026-08-01); Alexanarch = publisher of record where no imprint applies",
   "now": "Pergamon Press"
  },
  {
   "date": "2026-08-04",
   "field": "status",
   "reason": "W12 STATUS-VOCABULARY v1.0 (MANUS ratified 2026-08-04): controlled vocabulary {ACTIVE, SUPERSEDED, WITHDRAWN, DRAFT}; MINTED_UNREVIEWED false on a 100%-audited corpus; freetext annotations preserved losslessly in body_status.status_note",
   "was": "MINTED_UNREVIEWED",
   "now": "ACTIVE"
  },
  {
   "date": "2026-08-05",
   "field": "description",
   "reason": "DW-??? intake (LABOR-prepared, TACHYON-verified: AXN match + factual probes vs record body)",
   "was": "Execution, Compression, and Confabulation in Cross-Substrate Traversals of the Space Ark",
   "now": "A preliminary dossier comparing three boundary conditions. In two fresh-session tests, a full Space Ark loaded into Claude and an NLCC loaded into ChatGPT produced behavior the authors classify as high-fidelity execution, including mode selection, status typing, room traversal, and architecture-consistent emergence. A third external system, queried without the relevant documents loaded or indexed, produced plausible but false architecture-shaped material, including a species error and invented operator terminology. The dossier distinguishes direct context execution, compressed bootstrap portability, and residue-induced confabulation. It expressly does not prove training-data ingestion, retrieval without loading, permanent model change, or controlled experimental validity."
  }
 ],
 "date_modified": "2026-08-05",
 "publisher": "Pergamon Press",
 "journal_assignment": {
  "assigned": "2026-08-15",
  "by": "TACHYON under operator adjudication",
  "pass": 4,
  "method": "read per deposit — title and content_type, one at a time. No script classified anything.",
  "previous": "Transactions on Substrate Engineering (Trans. Substrate Eng.)",
  "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/"
 },
 "line": "space-ark-and-transforms",
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 "_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/574/",
  "self_url": "https://www.alexanarch.org/data/records/574.json",
  "registry_url": "https://www.alexanarch.org/data/registry.json",
  "text_url": "https://www.alexanarch.org/data/texts/AXN-0196-text.md",
  "oai_pmh": "https://www.alexanarch.org/oai?verb=Identify"
 }
}