core/generate/derivation/__init__.py
Shay 872ed3b52d feat(adr-0175-phase3b): bounded multiplicative search in the sealed practice lane
ADR-0175 Phase 3b — the first live attempt generator. Runs only in the sealed
practice lane, only on cases the engine refused; every proposal is gated by the
Phase 3a self-verification gate.

generate/derivation/:
- extract.py: extract_quantities() — lexeme-level (number + unit word; ADR-0165).
- search.py: search_multiplicative() — one in-clause product candidate per
  sentence with >=2 quantities + a present multiplicative cue; gated by
  select_self_verified. Per-sentence scope + multi-candidate disagreement give
  the uniqueness gate real teeth (two qualifying sentences -> refuse). The cue
  set {each,every,for,per,times} is an explicit PROVISIONAL hypothesis the
  practice loop refines, not a claimed-correct grammar.
evals/gsm8k_math/practice/v1/search_runner.py: search_augmented_scorer +
  build_search_report — base scorer, then a practice-only attempt on refusals.

MEASUREMENT (the deliverable, per the breadth-of-impact test):
  practice with search:  correct=4  wrong=9  refused=37   (baseline 3/0/47)
- Flips +1 (0021, the clean in-clause aggregate) and its renumbered/reworded
  variants (ADR-0114a perturbation guard) -> a real capability, not memorisation.
- 9 wrong attempts -> elimination records (§9), the learning signal. The naive
  full-product cue model over-attempts; the eliminations are exactly the signal
  that refines it.

HONEST FINDING: self-verification (grounding ∧ cue ∧ unit ∧ uniqueness) is
NECESSARY but NOT SUFFICIENT — 9/13 self-verified attempts were wrong vs gold.
The gap is cue PRECISION / which-quantities-compose (the knowledge axis), not
'can we multiply' (skill). This is why the search runs sealed: gold catches the
9, and case 0050 (canary) attempted-and-failed IN PRACTICE without touching
serving -> validates the seal.

Invariants: #1 seal (serving still 3/47/0; 0050 refuses in serving; no
generate/chat import of the lane), #3 determinism. Serving wrong=0 untouched.

Verified: 3a+3b 31/31; ruff clean; serving lane 4/4; smoke 67/67.
2026-05-28 15:29:08 -07:00

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Python

"""ADR-0175 Phase 3 — grounded derivation search + self-verification gate.
Phase 3a (this surface): the self-verification gate — grounded operands ∧
grounded operation cues ∧ unit consistency ∧ uniqueness. The wrong=0-critical
guard that keeps the (Phase 3b) bounded search honest.
"""
from __future__ import annotations
from generate.derivation.extract import extract_quantities
from generate.derivation.model import GroundedDerivation, Quantity, Step, VALID_OPS
from generate.derivation.search import MULTIPLICATIVE_CUES, search_multiplicative
from generate.derivation.verify import (
Resolution,
SelfVerification,
select_self_verified,
self_verifies,
)
__all__ = [
"GroundedDerivation",
"MULTIPLICATIVE_CUES",
"Quantity",
"Resolution",
"SelfVerification",
"Step",
"VALID_OPS",
"extract_quantities",
"search_multiplicative",
"select_self_verified",
"self_verifies",
]