"""Deductive-logic lane runner — scores the entailment engine against the oracle gold. The honest capability metric for CORE's deterministic deduction. For each committed case it runs :func:`generate.proof_chain.entail.evaluate_entailment` and compares the outcome to the gold (computed by the independent truth-table oracle at generation). Counts: * ``correct`` — engine outcome == gold (a right deduction, including a right ``unknown``). * ``wrong`` — engine outcome != gold and engine did not refuse (a confabulated deduction — this MUST stay 0). * ``refused`` — engine returned ``refused`` on a committed in-regime case. This is a capability failure for this lane, not a safety success. A breakdown by gold class (entailed / refuted / unknown) is reported so the "sizeable numbers" are visible: how many non-trivial entailments/refutations the engine decides correctly, not just how many ``unknown``s it passes through. Exits non-zero unless every committed in-regime case is correct. Refusal-boundary cases live in unit tests, not in these dev/holdout formula splits. """ from __future__ import annotations import json import sys from collections import Counter from pathlib import Path from generate.proof_chain.entail import Entailment, evaluate_entailment _ROOT = Path(__file__).resolve().parent def _load(path: Path) -> list[dict]: with path.open(encoding="utf-8") as fh: return [json.loads(line) for line in fh if line.strip()] def build_report(cases: list[dict]) -> dict: counts = Counter({"correct": 0, "wrong": 0, "refused": 0}) by_gold: Counter[str] = Counter() correct_by_gold: Counter[str] = Counter() wrong_examples: list[dict] = [] refused_examples: list[dict] = [] for case in cases: gold = case["gold"] by_gold[gold] += 1 verdict = evaluate_entailment(tuple(case["premises"]), case["query"]) got = verdict.outcome.value if got == gold: counts["correct"] += 1 correct_by_gold[gold] += 1 elif verdict.outcome is Entailment.REFUSED: counts["refused"] += 1 if len(refused_examples) < 10: refused_examples.append( {"id": case["id"], "gold": gold, "reason": verdict.reason, "premises": case["premises"], "query": case["query"]} ) else: counts["wrong"] += 1 if len(wrong_examples) < 10: wrong_examples.append( {"id": case["id"], "gold": gold, "got": got, "premises": case["premises"], "query": case["query"]} ) all_cases_correct = counts["correct"] == len(cases) return { "n": len(cases), "counts": dict(counts), "by_gold": dict(by_gold), "correct_by_gold": dict(correct_by_gold), "all_cases_correct": all_cases_correct, "wrong_examples": wrong_examples, "refused_examples": refused_examples, } def _run(name: str, path: Path) -> dict: report = build_report(_load(path)) c = report["counts"] bg = report["by_gold"] cbg = report["correct_by_gold"] print(f"[{name}] n={report['n']} " f"correct={c['correct']} wrong={c['wrong']} refused={c['refused']}") print(f" gold mix: entailed={bg.get('entailed', 0)} " f"refuted={bg.get('refuted', 0)} unknown={bg.get('unknown', 0)}") print(f" correct by class: entailed={cbg.get('entailed', 0)} " f"refuted={cbg.get('refuted', 0)} unknown={cbg.get('unknown', 0)}") if report["wrong_examples"]: print(" WRONG examples:") for w in report["wrong_examples"]: print(f" {w['id']}: gold={w['gold']} got={w['got']} " f"premises={w['premises']} query={w['query']}") if report["refused_examples"]: print(" REFUSED examples:") for r in report["refused_examples"]: print(f" {r['id']}: gold={r['gold']} reason={r['reason']} " f"premises={r['premises']} query={r['query']}") return report if __name__ == "__main__": reports = { "dev": _run("dev", _ROOT / "dev" / "cases.jsonl"), "holdout-v1": _run("holdout-v1", _ROOT / "holdout" / "v1" / "cases.jsonl"), "external-v1": _run("external-v1", _ROOT / "external" / "v1" / "cases.jsonl"), } total_wrong = sum(r["counts"]["wrong"] for r in reports.values()) total_refused = sum(r["counts"]["refused"] for r in reports.values()) all_correct = all(r["all_cases_correct"] for r in reports.values()) sys.exit(0 if total_wrong == 0 and total_refused == 0 and all_correct else 1)