core/docs
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
..
architecture
decisions feat(adr-0049): head-noun subject extraction in intent classifier 2026-05-18 06:51:46 -07:00
evals feat(adr-0024): Phase 6 — comparative demo, three head-to-head conditions 2026-05-17 16:02:37 -07:00
sessions feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
capability_roadmap.md docs: teaching-order doctrine + refresh formation/roadmap status 2026-05-17 18:48:44 -07:00
ethics_packs.md feat(adr-0034): EthicsCheck — structural surface parallel to SafetyCheck 2026-05-17 20:46:34 -07:00
eval_methodology.md feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
formation_pipeline_plan.md docs: teaching-order doctrine + refresh formation/roadmap status 2026-05-17 18:48:44 -07:00
frontier_baselines.md feat(evals): frontier structural-zero baselines for Phase 2 v1 lanes 2026-05-16 12:45:28 -07:00
identity_packs.md feat(surface): ADR-0031 — score-decomposition surface (per-axis hedges) 2026-05-17 20:16:22 -07:00
PROGRESS.md feat(adr-0044, adr-0045): domain ethics pack + long-context comparison 2026-05-17 22:31:47 -07:00
runtime_contracts.md docs: ADR-0024 chain coverage across README, ADR index, contracts, papers 2026-05-17 16:28:54 -07:00
RUST.md
safety_packs.md feat(safety): ADR-0032 — SafetyCheck structural surface 2026-05-17 20:25:22 -07:00
teaching_order.md feat(identity-packs): ADR-0027 — swappable identity manifold via packs 2026-05-17 19:24:39 -07:00
truth_seeking_schema.md feat(epistemic): contradiction coherence checker — CONTESTED transitions wired, last Tier 4.5 row closes 2026-05-17 10:36:48 -07:00
Whitepaper.md docs: ADR-0024 chain coverage across README, ADR index, contracts, papers 2026-05-17 16:28:54 -07:00
Yellowpaper.md docs: ADR-0024 chain coverage across README, ADR index, contracts, papers 2026-05-17 16:28:54 -07:00