core/teaching
Shay 44e78aa438 feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262)
Phase 2 of the generalization arc, implementing the plan's §4
curriculum-entailment gold contract. "Does force cause acceleration?" is
answered from the ratified physics chain corpus and nothing else; "Does
gravity cause acceleration?" is declined because gravity is in no pack
CORE has been taught; "Does force cause motion?" is unsettled even though
the curriculum contains both links, because nothing ratified says
causation composes.

Path (flag-gated, default off): closed question grammar -> subject routing
by ratified vocabulary -> family-scoped premise compilation from reviewed,
pack-resident chains -> the SAME argument bands (ADR-0260/0261) -> the
ROBDD engine. Zero subject-specific decision code: physics differs from
philosophy only in which rows load.

Epistemology enforced mechanically, not by convention:
- gold is a function of (curriculum, question); cases pin chain ids and
  the runner FAILS a case whose pinned chain is absent or unratified;
- untaught => UNKNOWN, never "no" (open-world; silence is not denial);
- an independent oracle (own loader, ratification predicate, family table,
  agreement rules, verdict rule) re-derives every gold — it disagreed once,
  on "entropy reveals energy" vs "entropy causes energy", and the ORACLE
  was the side that was wrong;
- anti-recall probes are a lane GUARD: a split without >=3 true-but-untaught
  probes refuses to run.

Findings recorded rather than worked around (ADR-0262 §5):
- every curriculum band is UNEARNED and every answer is hedged. A band needs
  n>=657 with a real outcome mix; physics teaches 7 causal + 9 modal
  relations, so at most 16 questions in the subject can ever be ENTAILED.
  A balanced band needs ~219 taught relations per subject×family — a ~25x
  gap that only ratified curriculum content closes. Phase 2's blocker is
  curriculum volume, not machinery.
- REFUTED is unreachable from present corpora (every chain is positive).
- there is NO biology domain-chain corpus; the biology OOD lane measures
  fluency, not truth. The four subjects with ratified chains and mounted
  packs are physics, mathematics_logic, systems_software,
  philosophy_theology — the composer serves all four.

[Verification]: curriculum lane 32/32 wrong=0 with 5 anti-recall probes and
all three contract guards passing; tests/test_curriculum_serve.py 20 passed;
core test --suite deductive 252 passed; lane pinned as curriculum_serve_v1.
2026-07-24 14:38:08 -07:00
..
admissibility_exemplars Fix admissibility exemplars data and test script for geometric engine updates 2026-07-04 15:25:45 -07:00
cognition_chains feat(gsm8k): Gate A1 multiplicative comparative recognizer injection (#805) 2026-06-17 14:05:06 -07:00
cross_pack_chains feat(adr-0067): cross-pack teaching chains — Plan Phase 4 closed 2026-05-18 17:22:43 -07:00
domain_chains Add chain-first capability ledger and domain seeds (#97) 2026-05-20 21:33:24 -07:00
math_corpora feat(ADR-0131.2.B): B2 teaching-corpus enrichment — load-bearing gate (#177) 2026-05-23 11:29:48 -07:00
math_proposals feat(ADR-0172/W3): core eval math-contemplation CLI lane (#384) 2026-05-27 12:58:31 -07:00
proposals feat(evals): Author 200-case GSM8K math evaluation corpus and verification script 2026-07-04 16:03:51 -07:00
relations_chains content(en_core_relations_v1): +14 kinship/social lemmas + +14 chains, cognition eval byte-identical, ratify-idempotent (#211) 2026-05-23 22:47:53 -07:00
relations_chains_v2 feat(packs): en_core_relations_v2 — pronouns + role-fillers (Phase 2.4) 2026-05-18 16:42:02 -07:00
__init__.py chore(teaching): MetricSet dataclass (ADR-0142 debt #3) (#231) 2026-05-24 15:15:02 -07:00
audit.py feat(adr-0057): operator supersession history view — closes the supersede loop 2026-05-18 10:40:38 -07:00
contemplation.py feat: 3lang depth PropGraph unification - phase refinements, wiring, tests + session pickup cleanups/governance 2026-07-08 07:07:11 -07:00
correction.py
coverage.py feat(adr-0174-phase5a): retire inert GSM8K scoring-path reader 2026-05-28 13:38:44 -07:00
cross_pack_supersede.py feat(phase5+bench): cross-pack supersede + articulation benchmark suite 2026-05-18 17:44:59 -07:00
curriculum_premises.py feat(generalization): curriculum-grounded serving — exams answered from ratified curriculum (ADR-0262) 2026-07-24 14:38:08 -07:00
discovery.py feat(third-door): wire high surprise to DiscoveryCandidate (#20 follow-up) 2026-07-13 17:25:17 -07:00
discovery_sink.py feat(adr-0055): Phase B — DiscoveryCandidate emission from turn loop 2026-05-18 08:26:04 -07:00
discovery_yield.py feat(telemetry): discovery-yield-per-served-turn baseline (ADR-0255) 2026-07-23 07:27:00 -07:00
epistemic.py feat(teaching): ADR-0218 P3 — proof-carrying coherence promotion 2026-06-11 17:02:45 -07:00
exemplar_ingest.py feat(derivation): Gate A2a unit partition injection (#809) 2026-06-17 18:14:24 -07:00
from_curriculum.py feat(teaching): ADR-0104 — curriculum-sourced teaching proposals (#107) 2026-05-22 10:05:14 -07:00
from_miner.py feat(teaching): implement ADR-0095 — Miner-Sourced Teaching Proposals 2026-05-21 18:18:51 -07:00
gaps.py feat(teaching): discovery gaps aggregator + auto-promotion queue (Phase 1.1+1.2) 2026-05-18 16:04:39 -07:00
math_claim_signature.py feat(ADR-0167/W2-B): lexical claim signature + dedup (#353) 2026-05-27 06:56:36 -07:00
math_composition_proposal.py feat(ADR-0169/CC-2+CC-3): CompositionClaim ratification handler + decomposer heuristic tightening (#393) 2026-05-27 15:15:11 -07:00
math_composition_ratification.py Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
math_contemplation.py feat(brief-B): enrich composition_reclassification payload to be directly ratifiable 2026-05-27 20:46:10 -07:00
math_contemplation_proposal.py feat(ADR-0169/CC-2+CC-3): CompositionClaim ratification handler + decomposer heuristic tightening (#393) 2026-05-27 15:15:11 -07:00
math_evidence.py feat(ADR-0167/W1-A): MathReaderRefusalEvidence schema + canonical-bytes (#350) 2026-05-27 06:30:21 -07:00
math_frame_proposal.py feat(ADR-0168/F1): FrameClaim ratification handler (Tier 1.5) (#389) 2026-05-27 14:10:43 -07:00
math_frame_ratification.py Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
math_inference_proposal.py feat(ADR-0172/W5): MathReaderInferenceProposal schema (Tier 2) (#388) 2026-05-27 14:01:50 -07:00
math_lexical_ratification.py Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
math_reasoning_trace.py feat(teaching/W0): ReasoningTrace substrate for ADR-0172 Tier 1 (#379) 2026-05-27 12:21:59 -07:00
metric_set.py chore(teaching): MetricSet dataclass (ADR-0142 debt #3) (#231) 2026-05-24 15:15:02 -07:00
migrate_proposals_source_field.py feat(teaching): implement ADR-0094 — Proposal Source Provenance 2026-05-21 18:11:09 -07:00
oov_gaps.py feat(teaching): OOV signal flywheel — sink, aggregator, auto-promotion (Phase 2.3) 2026-05-18 16:42:26 -07:00
oov_promotion.py feat(teaching): OOV signal flywheel — sink, aggregator, auto-promotion (Phase 2.3) 2026-05-18 16:42:26 -07:00
oov_sink.py feat(teaching): OOV signal flywheel — sink, aggregator, auto-promotion (Phase 2.3) 2026-05-18 16:42:26 -07:00
promotion.py feat(teaching): discovery gaps aggregator + auto-promotion queue (Phase 1.1+1.2) 2026-05-18 16:04:39 -07:00
proof_promotion.py feat(teaching): ADR-0218 P3 — proof-carrying coherence promotion 2026-06-11 17:02:45 -07:00
proposals.py fix(ADR-0167): route contemplation and proposal replay by candidate domain (#363) 2026-05-27 09:43:16 -07:00
provenance.py feat(adr-0055): Phase A — teaching corpus audit, supersession, typed provenance 2026-05-18 08:15:23 -07:00
queue.py feat(ADR-0161.2): HITL queue backpressure — pending-count cap + queue_full reports (#311) 2026-05-26 16:16:08 -07:00
recognizer_synthesis.py feat(derivation): Gate A2a unit partition injection (#809) 2026-06-17 18:14:24 -07:00
relation_parse.py Lane 4: Registry Consolidation (language_packs to packs) 2026-07-04 15:11:28 -07:00
replay.py feat(ADR-0163.C): contemplation ingests admissibility exemplars and emits DerivedRecognizer proposals through the HITL corridor (#301) 2026-05-26 12:26:56 -07:00
review.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
source.py feat(ADR-0163.C): contemplation ingests admissibility exemplars and emits DerivedRecognizer proposals through the HITL corridor (#301) 2026-05-26 12:26:56 -07:00
store.py feat(logos): bulk live morph authority on turn + teaching seams 2026-07-20 16:35:04 -07:00
supersede.py feat(adr-0057): operator supersede CLI — retire active chain by appended replacement 2026-05-18 10:35:49 -07:00