core/generate
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
..
binding_graph feat: Phase 1 — canonize binding-graph interlingua + INV-26 neutrality 2026-06-04 16:20:12 -07:00
comprehension
cue_precision feat(adr-0177-cp2a): cue-precision ledger training + measurement (+ unit hygiene) (#461) 2026-05-29 10:21:58 -07:00
derivation feat: add gsm8k r1 reconstruction 2026-06-04 13:25:11 -07:00
determine feat(determine): D0 — reason over realized structure → assert (as-told) / refuse 2026-06-06 06:18:55 -07:00
meaning_graph feat(comprehend): propositional-logic comprehension (4th domain, flagship oracle) 2026-06-05 23:24:54 -07:00
proof_chain feat: add deductive proof evidence gates 2026-06-04 08:37:51 -07:00
realize feat(realize): R1 — structural identity & recall (relation-space + span-free idempotency) 2026-06-06 05:52:49 -07:00
__init__.py
admissibility.py
articulation.py
articulation_legality.py
attention.py
bridge_trace.py
dialogue.py feat(persistence): Shape B+ Phase C — SessionContext.snapshot/restore (full lived state) 2026-06-05 12:13:46 -07:00
discourse_planner.py
exhaustion.py
graph_constraint.py
graph_planner.py
grounding_accessors.py
intent.py
intent_bridge.py
intent_ratifier.py
logic_canonical.py feat: modus_ponens + disagreement rule — proof_chain wrong=0 mechanism (ADR-0205) 2026-06-02 20:56:57 -07:00
logic_equivalence.py feat: principled out-of-regime detector — typed out_of_decidable_regime (ADR-0201.1) 2026-06-02 19:12:41 -07:00
math_candidate_graph.py feat: add gsm8k r1 reconstruction 2026-06-04 13:25:11 -07:00
math_candidate_parser.py fix(ADR-0136.S.3): expose both consumed tokens to completeness guard 2026-06-03 01:01:50 -07:00
math_completeness.py fix(adr-0191): candidate-graph completeness guard — real-corpus wrong 5→0 (#496) 2026-05-30 15:45:07 -07:00
math_parser.py
math_problem_graph.py
math_realizer.py
math_roundtrip.py
math_solver.py
math_symbolic_equivalence.py
math_symbolic_normalizer.py
math_verifier.py
morphology.py
ood_surface_generator.py
operators.py
perturbation_suite.py
proposition.py feat(persistence): Shape B+ Phase C — SessionContext.snapshot/restore (full lived state) 2026-06-05 12:13:46 -07:00
quantitative_comprehension.py feat(comprehend): arithmetic word-problems via binding_graph (5th domain, real admissibility) 2026-06-06 00:43:16 -07:00
realizer.py
realizer_guard.py
recognizer_anchor_inject.py Harden no-reference n-times comparative guard 2026-06-03 15:22:42 -07:00
recognizer_match.py fix(math): restore WAVE-A multiplicative aggregate completeness provenance 2026-05-31 16:36:44 -07:00
recognizer_registry.py
relational_field_reader.py feat(field-wedge): geometric field reader — relational-metric lane wrong=0 (Phase W.1) 2026-06-04 19:34:43 -07:00
relational_symbolic_reader.py feat(field-wedge): ablation verdict — field is decoration on additive (C3) (Phase W.2) 2026-06-04 19:44:22 -07:00
result.py
rotor_admissibility.py
salience.py
semantic_templates.py
stream.py refactor(generate): remove redundant forbidden-site _close_final_state; rename "Drift fix 2" 2026-06-05 08:17:17 -07:00
surface.py
templates.py