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v0.3.2: update verifier tests for new parser signature

v0.3.2: report tests — per-category, strict metric, warnings

v0.3.2: add Ph.D./M.D./M.B.A. abbreviation tests

v0.3.2: add dedup priority tests

v0.3.2: update test for new metric key

v0.3.2: add gold case validator, report tests, dev/test split docs (190 tests pass)

v0.3.2: realistic mock, rebuild_errors logging, 100 gold cases (167 tests pass)

v0.3.2: code-quality patch — dedup fix, filter_stats, schema validation, tighter prompt (167 tests)

v0.3.1: inference detector (4-tier), contradiction question-fallback, improved batch prompt (154 tests pass)

v0.3: fix all reviewed issues (bugs #1-3, issues #4-8, 125 tests pass)

v0.3: add calibration tests for table-format probes

v0.3: add constants tests

v0.3: 2-call batch verifier, numeric consistency check, slot-aware relevance filter

v0.3: 2-call batch verifier, numeric consistency check, slot-aware relevance filter

v0.2.1 fix: slot-aware relevance filter, verifier integration confirmed, 101 tests

v0.2.1 fix: slot-aware relevance filter, verifier integration confirmed, 101 tests

v0.2.1: claim quality filter, relevance check, stricter over-abstention, grounded_accept_rate

v0.2.1: claim quality filter, relevance check, stricter over-abstention, grounded_accept_rate

v0.2: split verifier, span_matcher, calibration, frame-based contradictions

v0.2: split verifier, span_matcher, calibration, frame-based contradictions

v0.1.4: frame-based contradictions, span-match upgrade, false_contradiction_rate, concise hypothesis

v0.1.4: frame-based contradictions, span-match upgrade, false_contradiction_rate, concise hypothesis

v0.1.4: frame-based contradictions, span-match upgrade, false_contradiction_rate, concise hypothesis

v0.1.2b: improved verifier prompt + deferral postprocessing for partial_answer_coverage

v0.1.2: slot-typed contradictions, NOT_IN_EVIDENCE postprocess, partial_hypothesis, punctuation fix

v0.1.2: slot-typed contradictions, NOT_IN_EVIDENCE postprocess, partial_hypothesis, punctuation fix

v0.1.2: slot-typed contradictions, NOT_IN_EVIDENCE postprocess, partial_hypothesis, punctuation fix

v0.1.2: slot-typed contradictions, NOT_IN_EVIDENCE postprocess, partial_hypothesis, punctuation fix

v0.1 patch: strengthen verifier/gate/metrics

v0.1 patch: strengthen verifier/gate/metrics

v0.1 patch: strengthen verifier/gate/metrics

v0.1 patch: strengthen verifier/gate/metrics

Update tests/test_gate.py — friendly natural responses + prompts

Add tests/test_gate.py

Add tests/test_evidence_spans.py

Add tests/test_metrics.py