core/generate
Shay c8037cfa0d feat(adr-0049): head-noun subject extraction in intent classifier
Add a deterministic, pack-agnostic post-processor in `generate/intent.py`
that runs after the `_RULES` table fires:

- DEFINITION / RECALL / PROCEDURE: strip trailing punctuation + leading
  articles; preserve multi-word noun phrases
- CAUSE / VERIFICATION: additionally strip leading aux verbs; return
  the head noun

Closed-set frozen sets (`_ARTICLES`, `_AUX_VERBS`) make the transform
inspectable. No pack load, no algebra change — touches only
`DialogueIntent.subject`.

Cognition eval (13-case public split):
  surface_groundedness  46.2% → 61.5%  (+15.3 pp)
  term_capture_rate     33.3% → 50.0%  (+16.7 pp)
  intent_accuracy            100.0%        (=)
  versor_closure_rate        100.0%        (=)

Two cases lift through the ADR-0048 pack path
(definition_procedure_023, definition_relation_026 — both
"What is a X?" → subject=X via article stripping). CAUSE / VERIFICATION
subjects are now clean head nouns, foundational for future COMPARISON
pack path / teaching-store inference.

Tests: tests/test_intent_subject_extraction.py (30 tests).
Lanes green: smoke (67), cognition (121), runtime (19), algebra (132),
teaching (17), packs (6).
2026-05-18 06:51:46 -07:00
..
__init__.py feat(generate): export SentenceAssembler, SentencePlan, assemble_surface from __init__ 2026-05-14 13:24:19 -07:00
admissibility.py feat(adr-0026): Phase 3 — ranked admissibility with margin 2026-05-17 15:03:03 -07:00
articulation.py Graceful fallback in realize() when slot versors are missing 2026-05-13 21:41:52 -07:00
attention.py Add ADR-0008 salience attention 2026-05-13 22:40:36 -07:00
dialogue.py Fix test suite errors across core physics and generation 2026-05-14 13:02:32 -07:00
exhaustion.py feat(adr-0025): Phase 4 — rotor / frame admissibility at the seam 2026-05-17 15:16:32 -07:00
graph_constraint.py fix(adr-0046): make forward-graph-constraint branch mergeable 2026-05-18 05:57:46 -07:00
graph_planner.py feat(realizer): extend to all 13 English v1 constructions 2026-05-16 05:55:49 -07:00
intent.py feat(adr-0049): head-noun subject extraction in intent classifier 2026-05-18 06:51:46 -07:00
intent_bridge.py feat(adr-0047): wire forward graph constraint into the chat hot path 2026-05-18 06:18:10 -07:00
intent_ratifier.py feat(adr-0022): Forward Semantic Control — Accepted 2026-05-17 12:10:20 -07:00
morphology.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
operators.py feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -07:00
proposition.py feat(adr-0022): Forward Semantic Control — Accepted 2026-05-17 12:10:20 -07:00
realizer.py feat(benchmarks): discourse_paragraph lane + pipeline profiler + word-selection tracer 2026-05-16 21:53:46 -07:00
render.py
result.py feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
rotor_admissibility.py feat(adr-0025): Phase 4 — rotor / frame admissibility at the seam 2026-05-17 15:16:32 -07:00
salience.py Implement core physics and pack validation 2026-05-14 12:35:19 -07:00
semantic_templates.py feat: vault recall index, Rust versor parity, cognitive pack expansion 2026-05-15 15:34:39 -07:00
stream.py feat(adr-0025): Phase 4 — rotor / frame admissibility at the seam 2026-05-17 15:16:32 -07:00
surface.py feat(surface): ADR-0031 — score-decomposition surface (per-axis hedges) 2026-05-17 20:16:22 -07:00
templates.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00