{"_self":{"principle":"Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.","widget":"article_bundle","feature":"bundle","name":"LLM article bundle","what":"Paste-ready package: body + claims + sources + voxels + provenance + manifest + constitution.","contains":"body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest","slug":"convergence-encyclopedia-part-8-oip-mapping","urls":{"read":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/bundle?format=markdown"},"how_to_use":"Paste into any LLM. Read §SELF first. Write back via ingest or claim endpoints in llm_manifest.","write":null,"imessage":null,"router_tag":null,"proof_chain":[{"step":1,"claim":"Articles are voxel graphs of tiered claims, not prose blobs.","verify":"https://miscsubjects.com/api/articles/constitution"},{"step":2,"claim":"Claims link to hash-chained sources via source_ids.","verify":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/sources"},{"step":3,"claim":"Ask reads topology; ingest/claim append to ledger.","verify":"https://miscsubjects.com/api/protocol"},{"step":4,"claim":"Models queue growth: populate → collaborate → repair → reflex.","verify":"https://miscsubjects.com/api/protocol/grow"},{"step":5,"claim":"Graph proves its own shape (reflex) and $/claim (yield).","verify":"https://miscsubjects.com/graph.html?layer=reflex"},{"step":6,"claim":"Full feature index + _explain on every API response.","verify":"https://miscsubjects.com/api/articles/system-map"}],"related_features":[{"id":"topology","name":"Article topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/topology"}},{"id":"voxels","name":"Voxel graph","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/voxels","write":"https://miscsubjects.com/api/protocol/claim"}},{"id":"ask","name":"Ask protocol","what":"Answer only from topology; creates question_node with gaps and ingest_hint.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/prompts","write":"https://miscsubjects.com/api/protocol/ask"}},{"id":"ingest","name":"Ingest protocol","what":"Parse pasted evidence → source ledger + claims + evidence_ingest node.","urls":{"write":"https://miscsubjects.com/api/protocol/ingest"}},{"id":"claim_post","name":"Claim post protocol","what":"Prompt-injection style POST — one claim voxel with who_claims + posted_by.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/voxels","write":"https://miscsubjects.com/api/protocol/claim"}},{"id":"llm_manifest","name":"LLM manifest","what":"Machine-readable read/write contract for external LLMs.","urls":{"read":"https://miscsubjects.com/api/articles/llm-manifest"}}],"system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","not_medical_advice":true},"_explain":{"feature":"bundle","name":"LLM article bundle","what":"Paste-ready package: body + claims + sources + voxels + provenance + manifest + constitution.","why":"Every feature is auditable collective intelligence","how":"Paste into any LLM. Read §SELF first. Write back via ingest or claim endpoints in llm_manifest.","model":null,"verifies":null,"urls":{"read":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/bundle?format=markdown"},"imessage":null,"router":null,"related":[{"id":"topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER."},{"id":"voxels","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance."},{"id":"ask","what":"Answer only from topology; creates question_node with gaps and ingest_hint."},{"id":"ingest","what":"Parse pasted evidence → source ledger + claims + evidence_ingest node."},{"id":"claim_post","what":"Prompt-injection style POST — one claim voxel with who_claims + posted_by."},{"id":"llm_manifest","what":"Machine-readable read/write contract for external LLMs."}],"not_medical_advice":true},"bundle_version":1,"generated_at":"2026-07-04T06:23:18.539Z","slug":"convergence-encyclopedia-part-8-oip-mapping","title":"Convergence Encyclopedia: The OIP Mapping","url":"https://miscsubjects.com/a/convergence-encyclopedia-part-8-oip-mapping","register":"oip_protocol","tags":["OIP","convergence-encyclopedia","encyclopedia"],"posted_at":"2026-07-04T03:25:54.181Z","updated_at":"2026-07-04T05:01:13.941Z","body":"## PART 8: THE OIP MAPPING\n\nMap the entire encyclopedia onto the OIP protocol structure. OIP provides: typed voxel graph (717 capabilities), append-only ledger, receipts, replay/repair, clarity review loop. This section defines how the encyclopedia becomes machine-readable within that structure.\n\n## 8.1 The Voxel Schema\n\nEach encyclopedia node becomes an OIP voxel. A voxel is a typed object with facets — not a flat record but a queryable, linkable, auditable entity.\n\nComplete Facet Schema (machine-readable JSON)\n\n{\n\n\"voxel_id\": \"C01\",\n\n\"claim\": \"Sustained order exists only by consuming a gradient; complex structure is dissipative structure.\",\n\n\"domains\": [\"physics\", \"chemistry\", \"biology\", \"ecology\", \"economics\"],\n\n\"patterns\": [\"gradient_consumption\", \"dissipative_order\", \"negative_entropy\"],\n\n\"mechanism\": \"Non-equilibrium thermodynamics: a system open to energy/matter flow can maintain spatiotemporal order by exporting entropy to its surroundings.\",\n\n\"scale\": \"molecular → biosphere\",\n\n\"claim_tier\": \"T1\",\n\n\"tier_weight\": 3,\n\n\"sources\": [\n\n{\n\n\"author\": \"Prigogine, I.\",\n\n\"work\": \"Dissipative Structures. Nobel Lecture in Chemistry.\",\n\n\"year\": 1977,\n\n\"doi\": \"10.XXX/YYYY\",\n\n\"verification_status\": \"VERIFIED\",\n\n\"verified_by\": \"manual_check_2025_01_16\",\n\n\"citation_depth\": 1.0\n\n},\n\n{\n\n\"author\": \"Schroedinger, E.\",\n\n\"work\": \"What Is Life?\",\n\n\"year\": 1944,\n\n\"chapter\": \"Order, Order and Negative Entropy\",\n\n\"doi\": \"10.XXX/YYYY\",\n\n\"verification_status\": \"VERIFIED\",\n\n\"verified_by\": \"manual_check_2025_01_16\",\n\n\"citation_depth\": 1.0\n\n}\n\n],\n\n\"dual\": \"Thermodynamic equilibrium (heat death) — maximum entropy, no gradients to consume.\",\n\n\"falsifier\": \"Observation of a durable complex structure maintaining itself with zero energy/matter throughput and no entropy export.\",\n\n\"rival_frame\": \"Local order is merely a transient, statistically expected fluctuation in a universe trending toward equilibrium. No directional bias exists.\",\n\n\"critics\": [\n\n{\n\n\"name\": \"Boltzmann\",\n\n\"objection\": \"Fluctuation hypothesis: order is the tail of a random distribution\",\n\n\"response\": \"Fluctuation theorem (Evans 1993) shows transient order decays; sustained order requires gradient coupling\"\n\n}\n\n],\n\n\"independence_check\": \"HIGH\",\n\n\"independence_score\": 1.0,\n\n\"independence_evidence\": \"Prigogine (chemical kinetics, Brussels); Schroedinger (quantum biology, Dublin); England (statistical mechanics, MIT). Three fields, three continents, three decades, no borrowing chain.\",\n\n\"pattern_type\": \"energetic\",\n\n\"maps_to_axiom\": [\"A2\", \"A4\"],\n\n\"convergence_edges\": [\"C19\", \"C06\"],\n\n\"disconfirming_edges\": [],\n\n\"nogos_applicable\": [\"N01\"],\n\n\"nogos_limitation\": \"N01: No-Free-Lunch limits the efficiency of gradient consumption but not the pattern itself\",\n\n\"citation_verified\": true,\n\n\"verified_by\": \"manual_check_2025_01_16\",\n\n\"convergence_strength\": 9.0,\n\n\"load_bearing\": true,\n\n\"created\": \"2025-01-16T00:00:00Z\",\n\n\"last_amended\": \"2025-01-16T00:00:00Z\",\n\n\"amendment_history\": [],\n\n\"confidence\": \"HIGH\",\n\n\"receipt_hash\": \"sha256:abc123...\"\n\n}\n\nFacet Definitions\n\nFacet\n\nType\n\nRequired\n\nDescription\n\nvoxel_id\n\nstring\n\nYes\n\nShort identifier (C01–C25, N01–N07, F01–F15)\n\nclaim\n\nstring\n\nYes\n\nCore claim, one compressed sentence\n\ndomains[]\n\nstring[]\n\nYes\n\nWhere the pattern appears (min 2 distinct)\n\npatterns[]\n\nstring[]\n\nYes\n\nRecurring invariants instanced\n\nmechanism\n\nstring\n\nYes\n\nPhysics/math/engine underneath\n\nscale\n\nstring\n\nYes\n\nLevel: quantum → cosmic\n\nclaim_tier\n\nenum\n\nYes\n\nT0–T5\n\ntier_weight\n\nint\n\nYes\n\nT0=4, T1=3, T2=2, T3=1, T4=0.5, T5=0\n\nsources[]\n\nobject[]\n\nYes\n\nAuthor, work, year, DOI, verification_status, citation_depth\n\ndual\n\nstring\n\nYes\n\nInversion — state that voids the pattern\n\nfalsifier\n\nstring\n\nYes\n\nObservation that would kill the mapping\n\nrival_frame\n\nstring\n\nYes\n\nBest competing explanation, strongest form\n\ncritics[]\n\nobject[]\n\nNo\n\nNamed critics with objections and responses\n\nindependence_check\n\nenum\n\nYes\n\nHIGH / MODERATE / LOW\n\nindependence_score\n\nfloat\n\nYes\n\n## 1.0 (HIGH), 0.5 (MODERATE), 0.2 (LOW)\n\nindependence_evidence\n\nstring\n\nYes\n\nWhy this independence score was assigned\n\npattern_type\n\nenum\n\nYes\n\nstructural / mathematical / energetic / biological / social / metaphorical\n\nmaps_to_axiom[]\n\nstring[]\n\nYes\n\nA0–A12 from Total Structure\n\nconvergence_edges[]\n\nstring[]\n\nYes\n\nVoxel IDs this node recurs-with\n\ndisconfirming_edges[]\n\nstring[]\n\nYes\n\nVoxel IDs this node contradicts\n\nnogos_applicable[]\n\nstring[]\n\nYes\n\nWhich no-go theorems apply\n\nnogos_limitation\n\nstring\n\nYes\n\nHow the no-go limits this node\n\ncitation_verified\n\nbool\n\nYes\n\nWhether all citations have been checked\n\nverified_by\n\nstring\n\nYes\n\nWho/what performed verification\n\nconvergence_strength\n\nfloat\n\nYes\n\nComputed from formula; ≥6.0 = load-bearing\n\nload_bearing\n\nbool\n\nYes\n\nDerived: strength ≥6.0 AND tier ≤T2\n\ncreated\n\nISO8601\n\nYes\n\nCreation timestamp\n\nlast_amended\n\nISO8601\n\nYes\n\nLast modification timestamp\n\namendment_history[]\n\nobject[]\n\nYes\n\nList of amendments: what, when, by whom, receipt_hash\n\nconfidence\n\nenum\n\nYes\n\nHIGH / MODERATE / LOW / UNCERTAIN\n\nreceipt_hash\n\nstring\n\nYes\n\nSHA-256 hash of the receipt for this voxel’s last state\n\nVoxel Type Hierarchy\n\nvoxel/\n\n├── node/              # Convergence pattern or no-go theorem\n\n│   ├── pattern/       # C01–C25\n\n│   ├── nogo/          # N01–N07\n\n│   └── meta/          # Meta-nodes (Wigner Residue, Independence Graph)\n\n├── edge/              # Relationships between nodes\n\n│   ├── recurs-with/   # Same pattern, different domain\n\n│   ├── contradicts/   # Tension relationship\n\n│   ├── instantiates/  # Specific → general\n\n│   └── limits/        # No-go → pattern limitation\n\n├── research/          # Future pursuit items\n\n│   └── direction/     # F01–F15\n\n└── audit/             # Verification records\n\n├── citation/      # Citation verification events\n\n├── independence/  # Independence assessment events\n\n└── amendment/     # Amendment records\n\n## 8.2 The Edge Schema\n\nConvergence is a graph, not a list. Edges carry typed, weighted, directed relationships.\n\nComplete Edge Schema (machine-readable JSON)\n\n{\n\n\"edge_id\": \"E01\",\n\n\"edge_type\": \"recurs-with\",\n\n\"source\": \"C01\",\n\n\"target\": \"C19\",\n\n\"type_label\": \"recurs-with\",\n\n\"shared_pattern\": \"gradient_consumption\",\n\n\"description\": \"Thermoeconomics (C19) is gradient dissipation (C01) applied to economic systems. Both describe sustained order through entropy export.\",\n\n\"domain_distance\": \"physics → economics\",\n\n\"derivation_independence\": \"HIGH\",\n\n\"independence_evidence\": \"Prigogine derived dissipative structures from chemical kinetics; Georgescu-Roegen derived thermoeconomics from economic theory. No citation chain between them.\",\n\n\"convergence_strength\": 7.5,\n\n\"identity_or_evidence\": \"evidence\",\n\n\"identity_claim\": null,\n\n\"evidence_basis\": \"Both predict that sustained economic/physical order requires entropy export to surroundings. Both predict heat death as equilibrium state.\",\n\n\"nogos_affected\": [\"N01\"],\n\n\"nogo_impact\": \"N01 limits the efficiency of gradient consumption but does not prevent the pattern from holding\",\n\n\"citation_support\": [\n\n\"Prigogine 1977 → Schneider & Kay 1994\",\n\n\"Georgescu-Roegen 1971 → Ayres 1998\"\n\n],\n\n\"verified\": true,\n\n\"verified_by\": \"manual_check_2025_01_16\",\n\n\"created\": \"2025-01-16T00:00:00Z\",\n\n\"receipt_hash\": \"sha256:def456...\"\n\n}\n\nEdge Type Definitions\n\nEdge Type\n\nDirection\n\nMeaning\n\nExample\n\nrecurs-with\n\nUndirected\n\nSame pattern, different domain\n\nC01 ↔ C19 (dissipation ↔ thermoeconomics)\n\ncontradicts\n\nUndirected\n\nTension relationship\n\nC03 ↔ C04 (symmetry ↔ symmetry-breaking)\n\ninstantiates\n\nDirected\n\nSpecific instance of general pattern\n\nC01a (SGD) instantiates C01 (dissipation)\n\nlimits\n\nDirected\n\nNo-go limits pattern\n\nN01 → C15 (NFL limits optimization universalism)\n\nderives-from\n\nDirected\n\nIntellectual inheritance\n\nC06 (Shannon) ← C06 (Boltzmann) — LOW independence\n\nenables\n\nDirected\n\nOne pattern makes another possible\n\nC20 (computation) enables C08 (recursion)\n\nin-tension-with\n\nUndirected\n\nCompeting interpretations\n\nC21 (emergence) ↔ N05 (computational irreducibility)\n\nEdge Weight Computation\n\nConvergence_Edge_Weight(E) = pattern_similarity(E) × derivation_independence(E) × citation_quality(E) × nogo_discount(E)\n\nWhere:\n\npattern_similarity:  0–1, assessed by human expert or embedding similarity\n\nderivation_independence: 1.0 (HIGH), 0.5 (MODERATE), 0.2 (LOW)\n\ncitation_quality:    0–1, based on citation depth and verification status\n\nnogo_discount:       1.0 (no nogos), 0.7 (nogo partially limits), 0.3 (nogo severely limits), 0.0 (nogo kills edge)\n\nAn edge is LOAD-BEARING if weight ≥ 0.5 and both endpoints are load-bearing nodes.\n\n## 8.3 The Receipt Pattern\n\nThe catalogue enforces its own proof rule through a recursive receipt structure. This is A11 (Receipt) operationalized.\n\nThe Proof Chain\n\nEvery claim → receipt (source)\n\nEvery receipt → verification (DOI or stable identifier)\n\nEvery verification → audit (clarity review loop)\n\nEvery audit → amendment (if falsified) or confirmation (if survives)\n\nThe amendment → new receipt → the recursion continues\n\nReceipt Structure\n\n{\n\n\"receipt_id\": \"R-C01-20250116-001\",\n\n\"receipt_type\": \"citation_verification\",\n\n\"parent_voxel\": \"C01\",\n\n\"claim\": \"Prigogine (1977) Nobel Lecture established dissipative structures\",\n\n\"proof\": {\n\n\"type\": \"doi_resolution\",\n\n\"doi\": \"10.XXX/YYYY\",\n\n\"resolved_to\": \"Prigogine, I. (1977). Time, structure and fluctuations. Nobel Lecture.\",\n\n\"resolver\": \"crossref_api\",\n\n\"resolution_timestamp\": \"2025-01-16T12:00:00Z\",\n\n\"match_status\": \"CONFIRMED\"\n\n},\n\n\"review\": {\n\n\"reviewer\": \"clarity_review_loop\",\n\n\"review_type\": \"automated_citation_check\",\n\n\"result\": \"PASSED\",\n\n\"findings\": \"DOI resolves to cited work; author, year, and title match\",\n\n\"review_timestamp\": \"2025-01-16T12:05:00Z\"\n\n},\n\n\"audit\": {\n\n\"audit_type\": \"spot_check\",\n\n\"auditor\": \"human_verifier_1\",\n\n\"result\": \"CONFIRMED\",\n\n\"audit_timestamp\": \"2025-01-16T14:00:00Z\"\n\n},\n\n\"amendment\": null,\n\n\"previous_receipt\": null,\n\n\"receipt_hash\": \"sha256:f0a1b2...\",\n\n\"ledger_index\": 1547,\n\n\"ledger_timestamp\": \"2025-01-16T14:00:00Z\"\n\n}\n\nThe Amendment Receipt\n\nWhen a claim is falsified or corrected, the amendment itself generates a receipt:\n\n{\n\n\"receipt_id\": \"R-C01-20250116-002-AMENDMENT\",\n\n\"receipt_type\": \"amendment\",\n\n\"parent_voxel\": \"C01\",\n\n\"parent_receipt\": \"R-C01-20250116-001\",\n\n\"claim\": \"C04 source year corrected: Anderson 1963 (not 1958)\",\n\n\"proof\": {\n\n\"type\": \"primary_source_check\",\n\n\"source_verified\": \"Anderson, P.W. (1963). Plasmons, gauge invariance and mass. Phys. Rev. 130, 439.\",\n\n\"verification_method\": \"direct_pdf_extraction\",\n\n\"match_status\": \"CORRECTED\"\n\n},\n\n\"review\": {\n\n\"reviewer\": \"clarity_review_loop\",\n\n\"review_type\": \"amendment_review\",\n\n\"result\": \"APPROVED\",\n\n\"findings\": \"Correction is accurate; original entry was wrong; amendment closes the error\"\n\n},\n\n\"audit\": {\n\n\"audit_type\": \"amendment_audit\",\n\n\"auditor\": \"human_verifier_2\",\n\n\"result\": \"CONFIRMED\",\n\n\"note\": \"Verified against primary source; correction is accurate\"\n\n},\n\n\"amendment\": {\n\n\"field_changed\": \"sources[0].year\",\n\n\"old_value\": \"1958\",\n\n\"new_value\": \"1963\",\n\n\"reason\": \"Original citation had wrong year; Anderson 1958 is a different paper (impurity states); Anderson 1963 is the symmetry-breaking paper\",\n\n\"confidence\": \"CERTAIN\"\n\n},\n\n\"previous_receipt\": \"R-C01-20250116-001\",\n\n\"receipt_hash\": \"sha256:c3d4e5...\",\n\n\"ledger_index\": 1548,\n\n\"ledger_timestamp\": \"2025-01-16T15:30:00Z\"\n\n}\n\nThe Recursive Property\n\nEach receipt references its parent (the claim it proves or the receipt it amends). The chain terminates at: 1. Primary source receipts: DOI resolves to a published work 2. Mathematical proof receipts: A formal proof verified by a proof checker 3. Empirical observation receipts: Raw data with provenance chain\n\nThe chain is append-only: receipts are never deleted, only amended. The ledger (Pattern 06 at machine scale) guarantees that every state of every voxel is recoverable. This is the recursion (A12): the system revises itself while preserving complete history.\n\nReceipt → Ledger Binding\n\nEvery receipt is appended to the OIP ledger with: - Sequential index (no gaps, no forks) - Timestamp (append-order, not wall-clock — no retroactive insertion) - Hash chain: receipt N contains hash(receipt N-1), creating an immutable linked structure - The ledger itself has a receipt: a meta-receipt attesting to the ledger’s integrity\n\nLedger Entry N:\n\nindex: N\n\ntimestamp: T_N\n\nreceipt_hash: SHA256(receipt_content_N)\n\nprevious_hash: SHA256(receipt_content_N-1)\n\ncontent: {receipt JSON}\n\nThis is a Merkle chain, not a blockchain — no consensus mechanism, no proof of work. The binding is cryptographic (tamper-evident) and sequential (order-evident). A single operator can maintain it; multiple operators can cross-verify.\n\n## 8.4 The OIP Invocation Map\n\nHow each part of the encyclopedia is accessed through OIP invocations.\n\nNode Lookup\n\nGET /node/{id}\n\n→ returns voxel with all facets populated\n\n→ includes computed convergence_strength and load_bearing flag\n\n→ includes amendment history\n\n→ receipt_hash verifiable against ledger\n\nExample: GET /node/C01\n\n→ Full C01 voxel (gradient dissipation)\n\n→ sources with verification_status\n\n→ independence_check with evidence\n\n→ nogos_applicable with limitation text\n\nEdge Traversal\n\nGET /node/{id}/edges?type={type}&min_strength={n}\n\n→ returns all edges connected to voxel {id}\n\n→ optional: filter by edge type\n\n→ optional: filter by minimum convergence strength\n\n→ edges include full weight computation breakdown\n\nExample: GET /node/C01/edges?type=recurs-with&min_strength=5.0\n\n→ Edges from C01 to C19 (thermoeconomics), C06 (information), etc.\n\n→ Each edge includes independence_evidence\n\nConvergence Query\n\nGET /convergence?pattern={pattern}&min_strength={n}&domains={domains}\n\n→ returns all Venn points: nodes where the same pattern appears in multiple domains\n\n→ optional: filter by minimum convergence strength\n\n→ optional: filter by domain set\n\n→ results sorted by convergence_strength descending\n\nExample: GET /convergence?pattern=gradient_consumption&min_strength=6.0\n\n→ C01 (physics, chemistry, biology, ecology, economics)\n\n→ C19 (thermoeconomics)\n\n→ Ranked by computed strength\n\nNo-Go Check\n\nGET /node/{id}/nogos\n\n→ returns all no-go theorems that apply to voxel {id}\n\n→ includes: how the no-go limits the node, the severity of the limitation\n\n→ cross-references the constraint matrix (F10)\n\nExample: GET /node/C15/nogos\n\n→ N01 (No-Free-Lunch): severely limits — optimization universalism is impossible\n\n→ N02 (Arrow): moderate — multi-objective convergence may be constrained\n\n→ N03 (Gödel): low — optimization is computational, not formal-systemic\n\nTier Filter\n\nGET /nodes?tier_max={T}&load_bearing={bool}&pattern_type={type}\n\n→ returns all nodes meeting filter criteria\n\n→ load_bearing=true returns only structurally critical nodes\n\n→ pattern_type filters by category\n\nExample: GET /nodes?tier_max=T2&load_bearing=true&pattern_type=energetic\n\n→ C01 (gradient dissipation)\n\n→ All energetic, load-bearing, T0–T2 nodes\n\nSchool Lookup\n\nGET /school/{name}\n\n→ returns all pattern instances attributed to a school of thought\n\n→ includes: which patterns they instantiate, convergence strength, independence score\n\n→ cross-references Part 2–4 school mappings\n\nExample: GET /school/cybernetics\n\n→ C07 (feedback/homeostasis) — primary instantiation\n\n→ C08 (recursion) — via von Neumann self-replicator\n\n→ C12 (autopoiesis) — via Maturana/Varela\n\n→ Independence flags: Macy cluster = LOW for C07\n\nFuture Pursuit Query\n\nGET /research?horizon={h}&priority_max={n}&status={s}\n\n→ returns future pursuit items matching criteria\n\n→ status: pending / active / completed / blocked\n\nExample: GET /research?horizon=immediate&priority_max=3\n\n→ F01 (citation audit), F02 (independence graph), F03 (memory deep-dive)\n\nAudit Trail\n\nGET /audit/{voxel_id}\n\n→ returns complete amendment history for a voxel\n\n→ every change, who made it, when, with receipt hashes\n\n→ the full proof chain from claim → receipt → audit → amendment\n\nExample: GET /audit/C04\n\n→ Original: Anderson 1958\n\n→ Amendment: Anderson 1963\n\n→ Both with receipt hashes, verifier IDs, timestamps\n\nMeta-Queries\n\nGET /stats\n\n→ encyclopedia statistics: total nodes, load-bearing count,\n\naverage convergence strength, citation verification rate,\n\nindependence distribution, no-go coverage\n\nGET /graph/summary\n\n→ graph metrics: number of nodes, edges, connected components,\n\nclustering coefficient, average path length, hub nodes\n\nGET /convergence/score\n\n→ overall convergence score: average strength of load-bearing nodes\n\nweighted by independence and citation quality\n\ntrend over time (as amendments improve scores)\n\nGET /wigner/residue\n\n→ the Wigner Residue entry: what survives every deflation\n\nclassification of proposed answers with no-go constraints\n\nthe encyclopedia's founding gap, if any\n\nInvocation Receipt\n\nEvery API call generates a receipt:\n\n{\n\n\"invocation_id\": \"INV-20250116-001\",\n\n\"endpoint\": \"GET /node/C01\",\n\n\"parameters\": {},\n\n\"response_hash\": \"sha256:resp789...\",\n\n\"timestamp\": \"2025-01-16T16:00:00Z\",\n\n\"latency_ms\": 47,\n\n\"status\": \"200 OK\",\n\n\"receipt_hash\": \"sha256:inv012...\"\n\n}\n\nThis is the machine-scale version of Pattern 07 (Feedback): every query generates a response, every response generates a receipt, every receipt is auditable. The invocation graph itself becomes data for convergence analysis: which nodes are queried most (hub patterns), which paths are traversed most (dominant convergence routes), where queries fail (knowledge gaps).\n\nPart 8 Summary: The encyclopedia is fully mappable to OIP. Every node is a typed voxel with 28 facets. Every edge is a typed, weighted relationship with independence scoring. Every claim generates a receipt; every receipt is verified, audited, and amendable. The API provides 10 query patterns covering all access modes. The system is autopoietic: it produces the receipts that audit the system that produces it.\n\nAPPENDICES\n\n---\n\n## Corpus map\n- Previous: [Convergence Encyclopedia: The Future Pursuit Map](/a/convergence-encyclopedia-part-7-future)\n- Next: [Convergence Encyclopedia: Appendix A: Citation Audit Log](/a/convergence-encyclopedia-appendix-a)\n- Encyclopedia start: [The Schema](/a/convergence-encyclopedia-schema)\n- Kin corpora: [Total Structure](/a/oip-total-structure) · [Signature of the Grain](/a/oip-sog-preamble-axioms)","claims":[],"sources":[],"voxels":{"slug":"convergence-encyclopedia-part-8-oip-mapping","counts":{"voxels":0,"sources":0,"edges":0},"note":"slim bundle — full voxels at /api/articles/convergence-encyclopedia-part-8-oip-mapping/voxels"},"constitution":{"url":"https://miscsubjects.com/api/articles/constitution"},"provenance":[{"action":"fill","model":"claude-fable-5","ts":"2026-07-04T03:39:50.322Z","hash":"0e70c6e0927a56ac","tokens_in":0,"tokens_out":0},{"action":"edit","model":"claude-fable-5","ts":"2026-07-04T04:38:54.249Z","hash":"5454a97f13a5512d","tokens_in":0,"tokens_out":0},{"action":"edit","model":"claude-fable-5","ts":"2026-07-04T05:01:13.941Z","hash":"3866422d6e70ba80","tokens_in":0,"tokens_out":0}],"contributions":[],"topology":null,"slim":true,"ledger_totals":{"claims":0,"sources":0,"exported_claims":0,"exported_sources":0},"question_graph":{"slug":"convergence-encyclopedia-part-8-oip-mapping","questions":[],"evidence":[],"edges":[],"counts":{"questions":0,"evidence":0,"edges":0}},"verification":{"provenance":{"valid":true,"entries":3,"head":"3866422d6e70ba801099884d618e697936f4f5b16c032937ea7ab12a09e9a782"},"sources":{"valid":true,"entries":0,"head":"genesis"}},"counts":{"claims":0,"sources":0,"provenance":3,"contributions":0,"questions":0,"evidence_ingests":0,"voxel_edges":0},"llm_manifest":{"version":"1","site":"https://miscsubjects.com","purpose":"Peptide evidence articles with hash-chained source ledgers, tiered claims, and a question graph. LLMs should READ bundles/URLs and WRITE back via ingest — never invent doses.","read":{"human_page":"https://miscsubjects.com/a/convergence-encyclopedia-part-8-oip-mapping","bundle_json":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/topology","question_graph":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/question-graph","sources":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/sources","provenance":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/provenance","contributions":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/contributions","graph_topology":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/graph-topology?question={question}","voxels":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","health":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/health","repair":"POST https://miscsubjects.com/api/protocol/repair","list_articles":"https://miscsubjects.com/api/articles","graph_canvas":"https://miscsubjects.com/graph.html?slugs=convergence-encyclopedia-part-8-oip-mapping","graph_yield":"https://miscsubjects.com/api/graph?slugs=convergence-encyclopedia-part-8-oip-mapping&layer=yield","obsidian_vault":"https://miscsubjects.com/api/articles/obsidian-vault?slugs=convergence-encyclopedia-part-8-oip-mapping","graph_query":"https://miscsubjects.com/api/v1/query?from=convergence-encyclopedia-part-8-oip-mapping&kind=claim&where=tier=human"},"ask":{"description":"Answer only from topology; creates a question_node with gaps.","api":"POST https://miscsubjects.com/api/protocol/ask","body":{"slug":"{slug}","question":"string"},"imessage":"convergence-encyclopedia-part-8-oip-mapping|your question","router_tag":"[ARTICLE_ASK]convergence-encyclopedia-part-8-oip-mapping|question[/ARTICLE_ASK]","auth":"x-terminal-key header for API; iMessage/WhatsApp via miscsubjects build"},"ingest":{"description":"Parse pasted evidence → source ledger + claims + evidence_ingest node.","api":"POST https://miscsubjects.com/api/protocol/ingest","body":{"slug":"{slug}","evidence":"paste text","question_node_id":"optional qn_..."},"imessage":"ingest convergence-encyclopedia-part-8-oip-mapping|q:{node_id}|paste evidence","router_tag":"[ARTICLE_INGEST]convergence-encyclopedia-part-8-oip-mapping|evidence[/ARTICLE_INGEST]","tiers":["human","preclinical","anecdotal","mechanistic","speculative"]},"claim":{"description":"Prompt-injection style POST — one claim voxel with who_claims + posted_by provenance.","api":"POST https://miscsubjects.com/api/protocol/claim","body":{"slug":"{slug}","text":"one assertion","tier":"human|preclinical|anecdotal|mechanistic|speculative","who_claims":"study author, platform, or model id","source_ids":"optional [s1]"},"imessage":"claim convergence-encyclopedia-part-8-oip-mapping|tier|assertion — who claims it?","router_tag":"[ARTICLE_CLAIM]convergence-encyclopedia-part-8-oip-mapping|tier|assertion[/ARTICLE_CLAIM]","slots":["what_it_is","who_claims_what","what_is_known","what_is_unknown","mechanism","limitations","disclaimer"]},"tiers":{"human":0.8,"preclinical":0.5,"anecdotal":0.3,"mechanistic":0.3,"speculative":0.1},"invariants":["Self-explaining — every API JSON has _self; every paste widget has §SELF; root index at /api/articles/system-map","Append-only — revisions preserved at ?rev=n","Source chain verifies integrity, not truth","Answers must cite claim ids and source ids from topology","Not medical advice"],"constitution":{"version":1,"principle":"Articles are voxel graphs of claims — not prose blobs. Every assertion is a claim atom with tier, weight, source_ids, and posted_by provenance.","slots":[{"id":"what_it_is","required":true,"answers":"What is this peptide/stack/condition?"},{"id":"who_claims_what","required":true,"answers":"Who claims what — study authors, platforms, n=?"},{"id":"what_is_known","required":true,"answers":"What is known with tier labels (human/preclinical/anecdotal)"},{"id":"what_is_unknown","required":true,"answers":"What is NOT known — explicit gaps"},{"id":"mechanism","required":false,"answers":"Proposed mechanism (mechanistic tier only)"},{"id":"limitations","required":true,"answers":"Limits of evidence — no dose advice"},{"id":"disclaimer","required":true,"answers":"Not medical advice"}],"claim_rules":["One claim = one falsifiable assertion. No compound claims.","Every claim must declare tier: human|preclinical|anecdotal|mechanistic|speculative|system.","system tier = architecture/design axioms (not biological mechanism). Use for protocol self-definition.","Sourced claims must cite source_ids from the hash-chained ledger.","Unsourced claims must set source_status: unsourced and why_material.","posted_by is mandatory on every new claim (model id, human, or channel).","No medical advice, no doses, no 'you should take'.","Bad information is retracted (status:retracted), never deleted — retraction event stays on ledger.","Adversary challenges link via challenges[] / challenged_by[] — target may be downweighted.","Leaked secrets are scrubbed to [REDACTED:secret-leak] with scrub_events tombstone — honest audit trail."],"source_rules":["Every source is a voxel edge: type, url, exact quote, summary, found_by, accessed_at.","Sources hash-chain — prev/hash on append.","Anecdotal sources must name platform (reddit|x|youtube|imessage|user_entry)."],"ontology_rules":["Peptide articles (bpc-157, tb-500) are tree roots.","Condition articles (bpc-157-glp1-gut-damage) branch from peptides.","Stack articles (wolverine-stack-glp1) compose peptides — never duplicate peptide mechanism prose.","If an article has no parent embeds and is not a root peptide → sprawl candidate.","Misstep = duplicate scope with another slug; merge or reparent via embeds."],"post_protocol":{"claim":"POST /api/protocol/claim","source":"POST /api/protocol/sources","ingest":"POST /api/protocol/ingest","webhook":"POST /api/articles/<slug>/webhook {kind:claim|source}","imessage_claim":"claim {slug}|{tier}|your assertion — who claims it, source?","imessage_ingest":"ingest {slug}|evidence paste"}},"this_article":{"slug":"convergence-encyclopedia-part-8-oip-mapping","url":"https://miscsubjects.com/a/convergence-encyclopedia-part-8-oip-mapping","bundle_url":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/bundle?format=markdown"}},"api_urls":{"bundle":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/topology","voxels":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","question_graph":"https://miscsubjects.com/api/articles/convergence-encyclopedia-part-8-oip-mapping/question-graph","ask":"https://miscsubjects.com/api/protocol/ask","ingest":"https://miscsubjects.com/api/protocol/ingest","claim":"https://miscsubjects.com/api/protocol/claim","system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown"}}