deepnsm: SPO→±5→Markov→AriGraph — the endgame fact-building spine#761
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…ing spine Composes the proven organs end-to-end on committed data: SPO 2^3 role collapse -> +-5 CausalEdge window fill -> Markov/NARS reasoning fills the facts NO window stated -> AriGraph-shaped KG grounded on lemRank. The synthetic corpus never states dog->pet->animal whole. Stage 2 lands 6 direct facts from the +-5 window (dog r671 is_a pet r2968, ...). Stage 3 DEDUCES (dog is_a animal) via transitive is_a and (dog need food) via property inheritance down the is_a basin -- both c=0.73, strictly weaker than premises (NARS monotonicity). Query 'what is dog?' returns pet [direct c=0.90] + animal [reasoned c=0.73]. KILL-gated on a fact being reasoned-not-read. The qualia-sign=irony affect layer is the ONE deferred leg: framed as a signed contradiction (SPO literal vs qualia sign), stored per the committed-contradiction doctrine; triangle_bridge::qualia_distance is the hook; falsifier needs a labeled ironic corpus -> CONJECTURE, not fabricated. std-only, zero-dep, deterministic, clippy/fmt-clean. Records E-SPO-MARKOV-KG-SPINE-1 (with the operator's endgame north-star map). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01K3RyLEbuNSHxxB3NTTrGki
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The operator's endgame, spine-first: text → SPO 2³ facts → ±5 CausalEdge window fill → Markov/NARS reasoning fills the facts no window stated → AriGraph-shaped knowledge graph. The qualia-sign=irony affect layer is the one deferred leg (CONJECTURE, corpus-gated). Additive: one DeepNSM example + one EPIPHANY, no core change. std-only, zero-dep, deterministic, clippy/fmt-clean.
What it composes (all already-proven organs)
E-SURFACE-FORM-COLLAPSE-1temporal.rsE-ARM-DISCOVERY-REASONING-BRIDGE-1,I-SUBSTRATE-MARKOVE-FREQ-IS-COSINE-REPLACEMENT-1Measured (synthetic COCA-lemma corpus;
dog → pet → animalnever stated whole)dog r671 —is_a→ pet r2968,pet r2968 —is_a→ animal r780, … each<f=1.0 c=0.9>(dog is_a animal) c=0.73via transitive is_a;(dog need food) c=0.73via property inheritance — strictly weaker than premises (NARS monotonicity)what is dog?→pet [direct c=0.90]+animal [reasoned, not read c=0.73]The one deferred leg (framed, not faked)
Irony/sarcasm = a signed contradiction between the SPO literal valence and the qualia sign, stored as a committed contradiction per the standing doctrine.
triangle_bridge::qualia_distancealready computes the magnitude; the sign-inversion reading + its quad storage is the missing piece. Its falsifier needs a labeled ironic corpus (not committed) → CONJECTURE, deliberately not measured.Changes
crates/deepnsm/examples/spo_markov_kg.rs— new example..claude/board/EPIPHANIES.md— prependsE-SPO-MARKOV-KG-SPINE-1(with the operator's endgame north-star map).🤖 Generated with Claude Code
Generated by Claude Code