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Shay
8edafd04ac feat(determine): idle deductive consolidation — the loop learns from determined facts (Step D)
CLOSE the autonomous-loop spine: when idle, the engine consolidates each
soundly-derived determination back into the held self, so the next determine()
reaches it directly and can chain one hop further. The directly-answerable set
climbs monotonically across idle ticks to the deductive-closure fixed point.

Mechanism — generate/determine/consolidate.py::consolidate_once runs ONE
semi-naive layer of the member/subset deductive closure (member∘subset → member,
subset∘subset → subset; NEVER member∘member — instance-of is not transitive).
Each one-hop conclusion not yet realized is VERIFIED by the sound+complete
proof_chain ROBDD (reusing C's single verifier _verify_subsumption) and written
back via generate/realize::realize_derived as a SPECULATIVE realized record
carrying derived-provenance (premise structure_keys + rule + the ENTAILED
verdict). idle_tick gains a consolidation pass gated by the new
config.consolidate_determinations (default OFF); IdleTickResult.facts_consolidated
reports the layer.

Invariants held:
- wrong=0 — every consolidated fact is a sound-rule conclusion confirmed by the
  sound+complete decider; member∘member is structurally unreachable (a member fact
  is only ever extended by a subset edge). _verify_subsumption now refuses a
  mislabeled/wrong-arity path (belt-and-suspenders now that consolidation is a
  second caller), so the fallacy cannot be laundered through a corrupted chain.
- honesty — a fact derived from SPECULATIVE premises stays SPECULATIVE / as-told;
  the soundness of the inference never upgrades the standing of the premises.
  COHERENT is never minted.
- teaching-safety — SESSION memory (immediate), an extension of the realize path;
  NOT corpus mutation and NOT coupled to proposals. The HITL path is untouched.
- determinism/replay — pure function of the realized set; sorted write order;
  derived structure_key identical to a told fact's; provenance round-trips through
  the Shape B+ snapshot (consolidated facts resume the SAME life across reboot).
- no new normalization — writes reuse the INV-21-allowed vault writer;
  algebra/versor.py keeps closure.

Falsification — evals/determination_closure: a frozen replay seeds a deep is-a
chain and runs idle ticks; asserts the closure climbs monotonically to a complete
fixed point (no-op final tick), wrong=0 (member∘member canary never derived, no
fabricated membership), all derived facts SPECULATIVE, and every derived record
re-verifies ENTAILED from its recorded premises.

Verified green: smoke, runtime, cognition, architectural invariants, plus the new
D unit + lane tests and the determine/realize/persistence regression net. Five-lens
adversarial review: 4 lenses held; the 5th (normalization) was a misattribution
(pre-existing vault reproject, triggered identically by the merged realize path,
on sanctioned null-vector storage). Design + findings: docs/analysis/
D-close-consolidation-design-2026-06-06.md.
2026-06-06 12:28:09 -07:00
Shay
cd1a9cbe80 feat(determine): transitive subsumption — sound is-a reasoning over accrued knowledge (Step C)
DETERMINE was one-hop. C answers a member/subset query that holds by SOUND transitive
subsumption when direct entailment misses: member∘subset* and subset∘subset (the
Description-Logic is-a rules). 'Socrates is a man. All men are mortal. Is Socrates
mortal?' -> yes, as told.

wrong=0 hazard surfaced and closed: member∘member is NOT transitive (instance-of vs
subclass-of) — 'Socrates is a man. Man is a species.' does NOT entail 'Socrates is a
species'. That rule is NEVER an edge, so the fallacy is unreachable (bite-tested). The
reader's member/subset split (X is a Y vs all Xs are Ys) is exactly the instance-of/
subclass-of distinction that makes the included rules sound.

Mechanism: SEARCH-then-VERIFY. Reachability over the sound edges finds the chain, then
the proof_chain ROBDD verifies that chain's propositional entailment (O(path) premises).
Full O(n³) grounding into proof_chain was tried and rejected: it overruns the
canonicalizer's per-conjunct recursion, and transitive closure is reachability, not
general SAT. Search-then-verify scales (11-hop chain determines in ~2ms) and keeps the
sound+complete decider as the wrong=0 verifier + proof artifact.

subset is now a supported direct-entailment predicate (a told subset(a,b) answers it);
the other categoricals (disjoint/intersects/some_not) stay excluded. Two existing tests
updated accordingly (subset->ungrounded, disjoint stays unsupported_query).
2026-06-06 11:09:41 -07:00
Shay
aa66047b35 feat(comprehend): relational reader — binary-relation NL→structure
First consumer of en_core_relational_predicates_v1: a fail-closed sibling reader
that maps '<A> is [the] <connective> <B>' onto the pack's closed predicate
vocabulary (parent_of, less_than, left_of, before_event, ...), producing a standard
Comprehension. realize_comprehension consumes it unchanged; determine's guard widens
from the single 'member' predicate to a CLOSED direct-entailment set (member + the
ground binary relational predicates), keeping categorical/propositional predicates
soundly excluded.

Direct entailment only — no transitive/symmetric/rule inference (symmetric-converse
questions are a sound-but-incomplete refusal, never a faked assertion). Only the
predicate is closed-vocabulary; arguments may be OOV. The pack is loaded explicitly,
not default-mounted.

wrong=0 bites: reader refuses non-template/negated/pack-absent surfaces; determine
asserts only on direct entailment and excludes categorical predicates.
2026-06-06 09:32:08 -07:00
Shay
bf9ad77fda feat(determine): D0 — reason over realized structure → assert (as-told) / refuse
The honest gear (roadmap Step 4). `determine(question: Comprehension | Refusal, ctx)`
answers a membership question ("Is X a Y?") ONLY from what the held self has already
REALIZED (R1a structural recall) — never from the field, an LLM, or absence.

Honesty (from the design review): every realizable record is SPECULATIVE, and
ADMISSIBLE_AS_EVIDENCE = {COHERENT}, so a determination grounded in SPECULATIVE records
carries `basis="as_told"` — "based on what I was told (unverified)", NEVER "verified".
Until COHERENT promotion exists (out of scope), D0 produces only as-told assertions or
typed `Undetermined` refusals. No estimation; no corpus mutation (teaching stays HITL
proposal-only).

Soundness (open-world, wrong=0): D0 asserts an answer ONLY on DIRECT structural
entailment by a realized fact; absence never refutes (so it never asserts a positive
answer from missing knowledge — it refuses). It asserts only `answer=True` on a direct
hit; it never asserts False. Negated questions and non-`member` queries are an explicit
`Undetermined` — D0 ships no entailment path the reader cannot exercise.

Tests (test_determine_d0.py, 8) BITE: present-but-non-entailing (a record about the
subject exists but not the asked relation) MUST refuse; the same question against a
fresh context with no realized fact flips Determined→Undetermined (the verdict is
entailment, not mere presence); the negated + unsupported-query refusals are exercised
via hand-built queries (the reader refuses them upstream, so a comprehend-based test
would pass vacuously). Independent of #593: reasons over R0/R1 `member` facts only.
2026-06-06 06:18:55 -07:00