B4 — Equity & Subgroup tasks - #11
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Adds Track 4 (Equity & Subgroup Interpretation) with 5 tasks covering IEP attendance gaps, suppressed race/ethnicity subgroups (AIAN n=4, NHPI n=4, TwoOrMore n=7, Unknown n=1), IEP proficiency gap robustness assessment, Hispanic/Black attendance comparisons, and a comprehensive race/ethnicity directional-vs-robust limitations review. Every task carries a sample-size required_limitation and an overgeneralization forbidden_claim; all numeric gold facts verified against pack_equity_research/ground_truth.json.
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Summary
benchmark/tracks/equity_interpretation/tasks.jsonlbenchmark/tracks/equity_interpretation/README.mddocumenting track conventions, rubric defaults, and critical design principlestests/unit/test_track_equity_interpretation.pywith 47 tests verifying schema validity, gold-fact recomputation, and Track 4 DoD invariantsImplements platform-ai#593
Test plan
validate_taskpasses on all 5 taskspack_equity_researchfixtures matchground_truth.jsonvalues: IEP attendance gap (14.04 pp), IEP proficiency gap (22.48 pp), suppressed subgroup Ns (AIAN=4, NHPI=4, TwoOrMore=7, Unknown=1), Hispanic/Black monthly ratesrequired_limitationand ≥1 overgeneralizationforbidden_claimfact_iduniqueness within each task verifiedruff check,ruff format --check,mypy benchmark runner, fullpytest(251 tests), andpre-commit run --all-filesall pass