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feat: get_means_by_benchmark — disaggregated projection the librarian asked for#153

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rctruta merged 1 commit into
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feat/per-benchmark-projection
Jul 6, 2026
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feat: get_means_by_benchmark — disaggregated projection the librarian asked for#153
rctruta merged 1 commit into
mainfrom
feat/per-benchmark-projection

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@rctruta rctruta commented Jul 6, 2026

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A live reference-librarian run REFUSED a paper-prep question about the
NULL-identity capsules because the pooled projections average across
benchmarks — and in those suites the benchmarks ARE the comparison (3VL
vs hand-decomposed 2VL vs IS NOT DISTINCT FROM; selectivity levels).
Honest refusal -> instrument gap surfaced -> fixed. Same lesson the
grader learned (asset-pooling false FAILs), now closed on the
projection side too.

Additive: new projection keyed (benchmark, partition, engine) with
mean/std/sample_count + provenance; REST endpoint
/projections/benchmarks; tool wired to LIBRARIAN + ANALYZER. Pooled
projections keep their shape — no consumer breakage.

… asked for

A live reference-librarian run REFUSED a paper-prep question about the
NULL-identity capsules because the pooled projections average across
benchmarks — and in those suites the benchmarks ARE the comparison (3VL
vs hand-decomposed 2VL vs IS NOT DISTINCT FROM; selectivity levels).
Honest refusal -> instrument gap surfaced -> fixed. Same lesson the
grader learned (asset-pooling false FAILs), now closed on the
projection side too.

Additive: new projection keyed (benchmark, partition, engine) with
mean/std/sample_count + provenance; REST endpoint
/projections/benchmarks; tool wired to LIBRARIAN + ANALYZER. Pooled
projections keep their shape — no consumer breakage.
@rctruta rctruta merged commit ff1e785 into main Jul 6, 2026
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