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\u62bc\u5727\u90e8\u6750\u300d\u306e\u5f62\u3067\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u3053\u304c\u56f3\u9762\u5074\u306e\u6b63\u89e3\u306b\u306a\u308a\u307e\u3059\u3002\u672c\u6587\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u7b26\u53f7\u306e\u3046\u3061\u3001\u3053\u306e\u6b04\u306b\u306a\u3044\u3082\u306e\u304c\u300c\u56f3\u9762\u306b\u306a\u3044\u7b26\u53f7\u300d\u3067\u3059\u3002","preprocessing":"1. **\u8868\u8a18\u306e\u6b63\u898f\u5316** \u2026 \u5168\u89d2\u6570\u5b57\u3092\u534a\u89d2\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u300c\u7b2c1\u5b9f\u65bd\u5f62\u614b\u300d\u306e\u3088\u3046\u306a\u3001\u7b26\u53f7\u3067\u306f\u306a\u3044\u6570\u5b57\u3092\u9664\u304d\u307e\u3059\u3002\u9664\u304d\u65b9\u306f\u300c\u76f4\u524d\u306e\u8a9e\u304c\u300e\u7b2c\u300f\u300e\u56f3\u300f\u300e\u8acb\u6c42\u9805\u300f\u306e\u3044\u305a\u308c\u304b\u306a\u3089\u7b26\u53f7\u3067\u306f\u306a\u3044\u300d\u3068\u3044\u3046\u5358\u7d14\u306a\u30eb\u30fc\u30eb\u3067\u8db3\u308a\u307e\u3059\n2. **\u7b26\u53f7\u306e\u8aac\u660e\u306e\u6b04\u3092\u6b63\u89e3\u3068\u3057\u3066\u6301\u3064** \u2026 \u672c\u6587\u306e\u7167\u5408\u306f\u3059\u3079\u3066\u3053\u306e\u6b04\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\n3. **\u62ec\u5f27\u66f8\u304d\u306e\u6271\u3044** \u2026 \u300c\u62bc\u5727\u90e8\u6750\uff0812\uff09\u300d\u3068\u300c\u62bc\u5727\u90e8\u675012\u300d\u3092\u540c\u3058\u7d44\u3068\u3057\u3066\u6271\u3044\u307e\u3059\n4. **\u8acb\u6c42\u9805\u306e\u8a9e\u306e\u5207\u308a\u51fa\u3057** \u2026 \u8acb\u6c42\u9805\u306f\u4e00\u6587\u304c\u9577\u3044\u306e\u3067\u3001\u300c\u301c\u3068\u3001\u300d\u300c\u301c\u3067\u3042\u3063\u3066\u3001\u300d\u3067\u533a\u5207\u3063\u3066\u69cb\u6210\u8981\u7d20\u3054\u3068\u306b\u5206\u3051\u307e\u3059\u3002\u3053\u3053\u306f\u6a5f\u68b0\u7684\u306b\u5207\u3063\u3066\u3001\u5f8c\u3067AI\u306b\u6574\u3048\u3055\u305b\u307e\u3059","ai_processing":"\u6b63\u898f\u8868\u73fe\u3068AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u6b63\u898f\u8868\u73fe\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u7b26\u53f7\u3068\u8a9e\u306e\u7d44\u306e\u62bd\u51fa\u3001\u7b26\u53f7\u306e\u8aac\u660e\u306e\u6b04\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3001\u540c\u3058\u7b26\u53f7\u306b\u8907\u6570\u306e\u8a9e\u304c\u4ed8\u3044\u3066\u3044\u308b\u7b87\u6240\u306e\u5217\u6319\u3002\u3053\u3053\u306f\u6f0f\u308c\u306a\u304f\u62fe\u3046\u3053\u3068\u304c\u5927\u4e8b\u3067\u3001\u5224\u65ad\u306f\u8981\u308a\u307e\u305b\u3093\u3002\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u8a9e\u306e\u3086\u308c\u306e\u5224\u5b9a | \u300c\u62bc\u5727\u90e8\u6750\u300d\u300c\u52a0\u5727\u90e8\u6750\u300d\u304c\u540c\u3058\u3082\u306e\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3001\u533a\u5225\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b |\n| \u7528\u8a9e\u96c6\u3068\u306e\u5bfe\u5fdc\u3065\u3051 | \u672c\u6587\u306e\u8a9e\u304c\u3001\u793e\u5185\u7528\u8a9e\u96c6\u306e\u3069\u306e\u6b63\u5f0f\u540d\u306b\u5f53\u305f\u308b\u304b\u3092\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u8acb\u6c42\u9805\u3068\u660e\u7d30\u66f8\u306e\u7a81\u304d\u5408\u308f\u305b | \u8acb\u6c42\u9805\u306e\u69cb\u6210\u8981\u7d20\u304c\u3001\u660e\u7d30\u66f8\u306e\u3069\u306e\u6bb5\u843d\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u63a2\u3059 |\n| \u6307\u6458\u6587\u306e\u4f5c\u6210 | \u4e8b\u52d9\u6240\u3078\u9001\u308b\u4fee\u6b63\u4f9d\u983c\u306e\u6587\u3092\u3001\u7b87\u6240\u3068\u7406\u7531\u304c\u5206\u304b\u308b\u5f62\u3067\u4f5c\u308b |\n\n**AI\u306b\u300c\u6b63\u3057\u3044\u7b26\u53f7\u306f\u3053\u308c\u3067\u3059\u300d\u3068\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002** AI\u304c\u51fa\u3059\u306e\u306f\u300c\u3053\u306e2\u3064\u306f\u540c\u3058\u3082\u306e\u3092\u6307\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u300d\u3068\u3044\u3046\u5019\u88dc\u3068\u3001\u305d\u306e\u6839\u62e0\u306b\u306a\u308b\u672c\u6587\u306e\u8a72\u5f53\u7b87\u6240\u3067\u3059\u3002\u6c7a\u3081\u308b\u306e\u306f\u4eba\u3067\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u7279\u8a31\u51fa\u9858\u306e\u660e\u7d30\u66f8\u3092\u70b9\u691c\u3059\u308b\u77e5\u8ca1\u62c5\u5f53\u8005\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u300c\u7b26\u53f7\u3068\u8a9e\u306e\u7d44\u300d\u306e\u4e00\u89a7\u3068\u3001\u660e\u7d30\u66f8\u306e\u8a72\u5f53\u6bb5\u843d\u3092\u8aad\u307f\u3001\n\u540c\u3058\u7b26\u53f7\u306b\u4ed8\u3044\u3066\u3044\u308b\u8907\u6570\u306e\u8a9e\u304c\u3001\u540c\u3058\u90e8\u6750\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u672c\u6587\u3092\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6307\u6458\u3060\u3051\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u540c\u3058\u90e8\u6750\u3092\u6307\u3057\u3066\u3044\u308b\u300d\u3068\u5224\u65ad\u3059\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u6839\u62e0\u306b\u306a\u308b\n  \u672c\u6587\u306e\u6587\u3092\u305d\u306e\u307e\u307e evidence \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u610f\u56f3\u7684\u306b\u533a\u5225\u3055\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u5834\u5408\uff08\u4e0a\u4f4d\u6982\u5ff5\u3068\u4e0b\u4f4d\u6982\u5ff5\u3001\n  \u5b9f\u65bd\u5f62\u614b\u3054\u3068\u306e\u547c\u3073\u5206\u3051\u306a\u3069\uff09\u306f judgment \u3092 \"intentional\" \u306b\u3057\u3001\n  \u306a\u305c\u305d\u3046\u8003\u3048\u305f\u304b\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5224\u65ad\u304c\u3064\u304b\u306a\u3044\u5834\u5408\u306f \"unknown\" \u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63a8\u6e2c\u3067 \"same\" \u3092\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u793e\u5185\u7528\u8a9e\u96c6\u306b\u3042\u308b\u8a9e\u3092\u512a\u5148\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7528\u8a9e\u96c6\u306b\u306a\u3044\u8a9e\u3092\n  \u6b63\u5f0f\u540d\u3068\u3057\u3066\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b26\u53f7\u3068\u8a9e\u306e\u7d44\u3011\n{symbol_pairs}\n\n\u3010\u8a72\u5f53\u3059\u308b\u6bb5\u843d\u3011\n{paragraphs}\n\n\u3010\u793e\u5185\u7528\u8a9e\u96c6\u3011\n{glossary}\n```\n\n**\u300c\u63a8\u6e2c\u3067 same \u3092\u8fd4\u3055\u306a\u3044\u300d\u306e1\u884c\u304c\u8981\u3067\u3059\u3002** \u3053\u3053\u3092\u66f8\u304b\u306a\u3044\u3068\u3001AI\u306f\u89aa\u5207\u306b\u300c\u304a\u305d\u3089\u304f\u540c\u3058\u3067\u3057\u3087\u3046\u300d\u3068\u7b54\u3048\u307e\u3059\u3002\u7279\u8a31\u306e\u660e\u7d30\u66f8\u3067\u306f\u3001\u4e0a\u4f4d\u6982\u5ff5\u3068\u4e0b\u4f4d\u6982\u5ff5\u3092\u308f\u3056\u3068\u66f8\u304d\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u3092\u300c\u3086\u308c\u300d\u3068\u3057\u3066\u76f4\u3059\u3068\u3001\u6a29\u5229\u7bc4\u56f2\u304c\u5909\u308f\u308a\u307e\u3059\u3002\n\n**\u672c\u6587\u3092\u66f8\u304d\u63db\u3048\u3055\u305b\u306a\u3044\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002** \u660e\u7d30\u66f8\u306e\u6587\u7ae0\u3092\u76f4\u3059\u6a29\u9650\u306f\u3001\u3053\u306e\u69cb\u6210\u306b\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u76f4\u3059\u306e\u306f\u4e8b\u52d9\u6240\u3067\u3042\u308a\u3001\u76f4\u3059\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005\u3068\u767a\u660e\u8005\u3067\u3059\u3002","output_data":"\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001\u6c7a\u3081\u305f\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002OpenAI \u306e Structured Outputs \u3067\u306f\u3001`text: { format: { type: \"json_schema\", \"strict\": true, \"schema\": \u2026 } }` \u306e\u5f62\u3067\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306b\u306f `\"additionalProperties\": false` \u3092\u4f7f\u3044\u3001`\"required\"` \u306b\u5168\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5217\u6319\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"findings\": [\n    {\n      \"type\": \"symbol_multiple_terms\",\n      \"symbol\": \"12\",\n      \"terms\": [\"\u62bc\u5727\u90e8\u6750\", \"\u52a0\u5727\u90e8\u6750\"],\n      \"judgment\": \"same | intentional | unknown\",\n      \"recommended_term\": \"\",\n      \"evidence\": [\n        { \"page\": 0, \"paragraph_no\": \"0012\", \"text\": \"\" }\n      ],\n      \"reason\": \"\",\n      \"confidence\": \"high | medium | low\"\n    }\n  ],\n  \"claim_support\": [\n    {\n      \"claim_no\": 1,\n      \"element\": \"\",\n      \"found_in\": [\"0018\", \"0021\"],\n      \"status\": \"supported | not_found | partial\"\n    }\n  ],\n  \"unmatched_symbols\": [],\n  \"needs_human_review\": []\n}\n```\n\n`evidence` \u3092\u5fc5\u305a\u8fd4\u3055\u305b\u308b\u306e\u304c\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u9375\u3067\u3059\u3002\u6307\u6458\u3060\u3051\u4e26\u3079\u3089\u308c\u3066\u3082\u3001\u7d50\u5c40\u672c\u6587\u3092\u63a2\u3057\u306b\u884c\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u8a72\u5f53\u6587\u304c\u305d\u306e\u307e\u307e\u4ed8\u3044\u3066\u3044\u308c\u3070\u3001\u4e00\u89a7\u3092\u898b\u308b\u3060\u3051\u3067\u5224\u65ad\u3067\u304d\u307e\u3059\u3002**\n\n\u5b89\u5168\u4e0a\u306e\u7406\u7531\u3067\u30e2\u30c7\u30eb\u304c\u5fdc\u7b54\u3092\u62d2\u5426\u3057\u305f\u5834\u5408\u3001\u5fdc\u7b54\u306b `\"type\": \"refusal\"` \u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u5916\u306e\u5fdc\u7b54\u306b\u306a\u308b\u305f\u3081\u3001\u5f8c\u6bb5\u3067\u691c\u51fa\u3057\u3066\u4eba\u3078\u56de\u3059\u5206\u5c90\u3092\u4f5c\u308a\u307e\u3059\u3002","integration_systems":"\u3053\u306e\u69cb\u6210\u306f\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u6df1\u304f\u3064\u306a\u304e\u307e\u305b\u3093\u3002\u3064\u306a\u3050\u306e\u306f\u6b21\u306e2\u304b\u6240\u3060\u3051\u3067\u3059\u3002\n\n| \u3064\u306a\u304e\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| SharePoint | \u660e\u7d30\u66f8\u6848\u306e\u53d7\u3051\u53d6\u308a\u3068\u3001\u70b9\u691c\u7d50\u679c\u306e\u4fdd\u5b58 |\n| \u77e5\u8ca1\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u51fa\u9858\u756a\u53f7\u30fb\u6574\u7406\u756a\u53f7\u3068\u306e\u5bfe\u5fdc\u3065\u3051\uff08\u624b\u5165\u529b\u3067\u3082\u8db3\u308a\u308b\uff09 |\n\n**\u77e5\u8ca1\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306eAPI\u9023\u643a\u306f\u3001\u6700\u521d\u306f\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u670815\u4ef6\u306a\u3089\u3001\u7d50\u679c\u30d5\u30a1\u30a4\u30eb\u306e\u540d\u524d\u306b\u6574\u7406\u756a\u53f7\u3092\u5165\u308c\u308b\u3060\u3051\u3067\u904b\u7528\u3067\u304d\u307e\u3059\u3002\u9023\u643a\u3092\u4f5c\u308b\u3068\u305d\u306e\u4fdd\u5b88\u304c\u767a\u751f\u3057\u3001\u3053\u306e\u69cb\u6210\u306e\u8efd\u3055\u304c\u5931\u308f\u308c\u307e\u3059\u3002\n\n\u51fa\u529b\u306f\u3001\u62c5\u5f53\u8005\u304c\u305d\u306e\u307e\u307e\u898b\u3089\u308c\u308b\u5f62\uff08Excel\u307e\u305f\u306f\u753b\u9762\uff09\u3068\u3001\u4e8b\u52d9\u6240\u3078\u9001\u308b\u6587\u9762\u306e2\u3064\u3092\u4f5c\u308a\u307e\u3059\u3002\u4e8b\u52d9\u6240\u3078\u306e\u4f9d\u983c\u306f\u300c\u7b2c0012\u6bb5\u843d \u300e\u52a0\u5727\u90e8\u675012\u300f\u3092\u300e\u62bc\u5727\u90e8\u675012\u300f\u3078\u7d71\u4e00\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001**\u7b87\u6240\u3068\u76f4\u3057\u65b9\u304c\u4e00\u610f\u306b\u6c7a\u307e\u308b\u5f62**\u306b\u3057\u307e\u3059\u3002","human_review":"**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u81ea\u52d5\u3067\u4fee\u6b63\u3092\u9001\u308b\u69cb\u6210\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u6307\u6458\u304c\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u304c\u6a29\u5229\u7bc4\u56f2\u306b\u5f71\u97ff\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u300c\u3086\u308c\u300d\u306b\u898b\u3048\u308b\u3082\u306e\u304c\u610f\u56f3\u7684\u306a\u66f8\u304d\u5206\u3051\u3060\u3063\u305f\u5834\u5408\u3001\u7d71\u4e00\u3059\u308b\u3068\u767a\u660e\u306e\u5185\u5bb9\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u51fa\u9858\u5f8c\u306b\u76f4\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u6307\u6458\u3092**\u7a2e\u985e\u3054\u3068\u306b\u307e\u3068\u3081\u3066**\u4e26\u3079\u308b\uff08\u7b26\u53f7\u306e\u554f\u984c\u3001\u7528\u8a9e\u306e\u554f\u984c\u3001\u8acb\u6c42\u9805\u306e\u554f\u984c\uff09\n- `confidence` \u304c\u4f4e\u3044\u3082\u306e\u3001`judgment` \u304c `unknown` \u306e\u3082\u306e\u3092\u4e0a\u306b\u51fa\u3059\n- `evidence` \u306e\u672c\u6587\u3092\u4e00\u89a7\u306e\u4e2d\u306b\u5c55\u958b\u3057\u3066\u304a\u304f\uff08\u5225\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304b\u305b\u306a\u3044\uff09\n- \u524d\u56de\u306e\u70b9\u691c\u3067\u300c\u76f4\u3055\u306a\u3044\u300d\u3068\u5224\u65ad\u3057\u305f\u6307\u6458\u3092\u3001\u4eca\u56de\u306f\u4e0b\u306b\u9001\u308b\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u52b9\u304d\u307e\u3059\u3002\u540c\u3058\u6848\u4ef6\u30922\u56de3\u56de\u3068\u70b9\u691c\u3059\u308b\u306e\u3067\u3001**\u4e00\u5ea6\u5224\u65ad\u3057\u305f\u3082\u306e\u304c\u6bce\u56de\u540c\u3058\u4f4d\u7f6e\u306b\u51fa\u3066\u304f\u308b\u3068\u3001\u78ba\u8a8d\u306e\u6642\u9593\u304c\u6e1b\u308a\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u753b\u50cfPDF\u3067\u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u306a\u3044 | \u51e6\u7406\u3092\u6b62\u3081\u3066\u3001\u5f93\u6765\u3069\u304a\u308a\u4eba\u304c\u8aad\u3080\u3002\u7121\u7406\u306bOCR\u306b\u304b\u3051\u306a\u3044 |\n| \u3010\u7b26\u53f7\u306e\u8aac\u660e\u3011\u306e\u6b04\u304c\u306a\u3044 | \u56f3\u9762\u5074\u306e\u6b63\u89e3\u304c\u53d6\u308c\u306a\u3044\u306e\u3067\u3001\u672c\u6587\u5185\u306e\u6574\u5408\u3060\u3051\u3092\u898b\u308b\u3002\u305d\u306e\u65e8\u3092\u7d50\u679c\u306b\u660e\u8a18\u3059\u308b |\n| \u7b26\u53f7\u304c100\u500b\u3092\u8d85\u3048\u308b | \u7ae0\u3054\u3068\u306b\u5206\u5272\u3057\u3066AI\u306b\u6e21\u3059\u3002\u4e00\u5ea6\u306b\u6e21\u3059\u3068\u53d6\u308a\u3053\u307c\u3059 |\n| \u300c\u7b2c1\u5b9f\u65bd\u5f62\u614b\u300d\u3092\u7b26\u53f7\u3068\u8aa4\u8a8d\u3057\u305f | \u9664\u5916\u30eb\u30fc\u30eb\u3067\u843d\u3068\u3059\u3002\u843d\u3068\u3057\u305f\u8a9e\u3092\u4e00\u89a7\u306b\u6b8b\u3057\u3001\u8aa4\u3063\u3066\u843d\u3068\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b |\n| \u8acb\u6c42\u9805\u304c20\u9805\u3092\u8d85\u3048\u308b | \u72ec\u7acb\u8acb\u6c42\u9805\u304b\u3089\u51e6\u7406\u3057\u3001\u5f93\u5c5e\u8acb\u6c42\u9805\u306f\u5f15\u7528\u5143\u306e\u7d50\u679c\u3092\u5f15\u304d\u7d99\u3050 |\n| AI\u304c\u672c\u6587\u3092\u66f8\u304d\u63db\u3048\u3066\u8fd4\u3057\u305f | \u30b9\u30ad\u30fc\u30de\u306b\u672c\u6587\u306e\u66f8\u304d\u63db\u3048\u6b04\u3092\u4f5c\u3089\u306a\u3044\u3002`evidence` \u306e\u6587\u304c\u539f\u6587\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u6a5f\u68b0\u3067\u7167\u5408\u3057\u3001\u9055\u3048\u3070\u5dee\u3057\u623b\u3059 |\n| \u5224\u65ad\u304c `unknown` \u3070\u304b\u308a\u51fa\u308b | \u7528\u8a9e\u96c6\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u5408\u56f3\u3002\u7528\u8a9e\u96c6\u3092\u8db3\u3057\u3066\u304b\u3089\u518d\u5b9f\u884c\u3059\u308b |\n| \u540c\u3058\u6848\u4ef6\u306e\u4fee\u6b63\u7248\u3092\u51e6\u7406\u3059\u308b | \u524d\u56de\u306e\u7d50\u679c\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u76f4\u3063\u305f\u6307\u6458\u3068\u65b0\u305f\u306b\u51fa\u305f\u6307\u6458\u3092\u5206\u3051\u3066\u8868\u793a\u3059\u308b |\n| \u5916\u56fd\u51fa\u9858\u7528\u306e\u82f1\u6587\u660e\u7d30\u66f8 | \u5bfe\u8c61\u5916\u3068\u3059\u308b\u3002\u7b26\u53f7\u306e\u4ed8\u304d\u65b9\u3082\u7528\u8a9e\u306e\u8003\u3048\u65b9\u3082\u9055\u3046\u305f\u3081\u3001\u5225\u306e\u69cb\u6210\u304c\u8981\u308b |","log_storage":"- \u70b9\u691c\u3057\u305f\u660e\u7d30\u66f8\u6848\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\n- \u62bd\u51fa\u3057\u305f\u7b26\u53f7\u3068\u8a9e\u306e\u7d44\uff08\u751f\u306e\u72b6\u614b\uff09\n- AI\u304c\u8fd4\u3057\u305f\u5224\u65ad\u3068 `evidence`\n- **\u4eba\u304c\u3069\u3046\u5224\u65ad\u3057\u305f\u304b\uff08\u63a1\u7528\u30fb\u4e0d\u63a1\u7528\u30fb\u4fdd\u7559\uff09\u3068\u3001\u305d\u306e\u7406\u7531**\n- \u4e8b\u52d9\u6240\u3078\u9001\u3063\u305f\u4fee\u6b63\u4f9d\u983c\u306e\u5185\u5bb9\n\n3\u3064\u76ee\u30684\u3064\u76ee\u3092\u4e26\u3079\u3066\u6b8b\u3059\u3053\u3068\u306b\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u3002**\u300cAI\u304csame\u3068\u5224\u65ad\u3057\u305f\u304c\u4eba\u304c\u4e0d\u63a1\u7528\u306b\u3057\u305f\u300d\u4ef6\u304c\u7a4d\u307f\u4e0a\u304c\u308b\u3068\u3001\u305d\u308c\u304c\u7528\u8a9e\u96c6\u306b\u8db3\u3059\u3079\u304d\u60c5\u5831\u306b\u306a\u308a\u307e\u3059\u3002** \u534a\u5e74\u5206\u305f\u307e\u308c\u3070\u3001\u6307\u6458\u306e\u7cbe\u5ea6\u306f\u81ea\u7136\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002\n\n\u672a\u516c\u958b\u306e\u767a\u660e\u60c5\u5831\u3092\u542b\u3080\u305f\u3081\u3001\u4fdd\u5b58\u5834\u6240\u306f\u77e5\u8ca1\u90e8\u9580\u306b\u9650\u5b9a\u3057\u3001\u4fdd\u5b58\u671f\u9593\u306f\u81ea\u793e\u306e\u6587\u66f8\u7ba1\u7406\u898f\u7a0b\u306b\u5408\u308f\u305b\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":1,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":2,"assumption_frequency":15,"assumption_workdays":20,"volume_month":15,"before_minutes_per_case":120,"after_minutes_per_case":44,"hourly_cost":4000,"before_hours_month":30,"after_hours_month":11,"saved_hours_month":19,"reduction_rate":63,"saved_hours_year":228,"annual_cost_effect":912000,"summary":"\u7279\u8a31\u4e8b\u52d9\u6240\u304b\u3089\u5c4a\u3044\u305f\u660e\u7d30\u66f8\u6848\u3092\u5165\u529b\u306b\u3001\u56f3\u9762\u306e\u7b26\u53f7\u3068\u672c\u6587\u306e\u5bfe\u5fdc\u3001\u540c\u3058\u90e8\u6750\u3092\u6307\u3059\u8a9e\u306e\u3086\u308c\u3001\u8acb\u6c42\u9805\u306e\u8a9e\u304c\u660e\u7d30\u66f8\u306b\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u8005\u306e\u4f5c\u696d\u306f\u3001\u5168\u6587\u3092\u76ee\u3067\u8ffd\u3046\u3053\u3068\u304b\u3089\u3001\u6307\u6458\u3055\u308c\u305f\u7b87\u6240\u3092\u78ba\u304b\u3081\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u7279\u8a31\u4e8b\u52d9\u6240\u304b\u3089\u660e\u7d30\u66f8\u6848\u304cWord\u5f62\u5f0f\u307e\u305f\u306fPDF\u3067\u5c4a\u304f\n2. \u62c5\u5f53\u8005\u304c\u767a\u660e\u5c4a\u51fa\u66f8\u3068\u56f3\u9762\u3092\u6a2a\u306b\u7f6e\u3044\u3066\u3001\u672c\u6587\u3092\u982d\u304b\u3089\u8aad\u3080\n3. \u7b26\u53f7\u304c\u51fa\u3066\u304f\u308b\u305f\u3073\u306b\u3001\u56f3\u9762\u306e\u3069\u3053\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\n4. \u524d\u306b\u51fa\u3066\u304d\u305f\u7b26\u53f7\u3068\u77db\u76fe\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u8a18\u61b6\u3068\u30e1\u30e2\u3092\u983c\u308a\u306b\u7167\u5408\u3059\u308b\n5. \u8acb\u6c42\u9805\u3092\u8aad\u307f\u3001\u4f7f\u308f\u308c\u3066\u3044\u308b\u8a9e\u304c\u660e\u7d30\u66f8\u306e\u4e2d\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u63a2\u3059\n6. \u6c17\u3065\u3044\u305f\u70b9\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u767a\u660e\u8005\u306b\u3082\u78ba\u8a8d\u3057\u3066\u3082\u3089\u3046\n7. \u4e8b\u52d9\u6240\u3078\u4fee\u6b63\u3092\u4f9d\u983c\u3059\u308b\n8. \u4fee\u6b63\u7248\u304c\u5c4a\u3044\u305f\u3089\u3001\u76f4\u3063\u305f\u7b87\u6240\u3068\u3001\u76f4\u3057\u305f\u3053\u3068\u3067\u58ca\u308c\u305f\u7b87\u6240\u3092\u898b\u308b\n\n\u554f\u984c\u306f4\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\uff08a\uff09\u5168\u6587\u3092\u8aad\u307e\u306a\u3044\u3068\u7167\u5408\u3067\u304d\u306a\u3044\u3002** \u7b26\u53f712\u304c\u6700\u521d\u306b\u51fa\u3066\u304f\u308b\u306e\u304c3\u30da\u30fc\u30b8\u76ee\u3001\u6b21\u304c18\u30da\u30fc\u30b8\u76ee\u3068\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4e21\u65b9\u3092\u540c\u6642\u306b\u899a\u3048\u3066\u3044\u3089\u308c\u306a\u3044\u306e\u3067\u3001\u30e1\u30e2\u3092\u53d6\u308a\u306a\u304c\u3089\u8aad\u3080\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u300240\u30da\u30fc\u30b8\u30921\u5f80\u5fa9\u3057\u30662\u6642\u9593\u3067\u3059\u3002\n\n**\uff08b\uff09\u898b\u843d\u3068\u3057\u3066\u3082\u8ab0\u3082\u6c17\u3065\u304b\u306a\u3044\u3002** \u7528\u8a9e\u304c\u3086\u308c\u3066\u3044\u3066\u3082\u610f\u5473\u306f\u901a\u3058\u307e\u3059\u3002\u51fa\u9858\u3057\u3066\u3001\u5be9\u67fb\u3067\u6307\u6458\u3055\u308c\u3066\u306f\u3058\u3081\u3066\u5206\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\uff08c\uff09\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u898b\u308b\u5834\u6240\u304c\u9055\u3046\u3002** \u30d9\u30c6\u30e9\u30f3\u306f\u300c\u3053\u306e\u4e8b\u52d9\u6240\u306f\u3053\u306e\u66f8\u304d\u65b9\u3092\u3057\u304c\u3061\u300d\u3068\u3044\u3046\u52d8\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u65b0\u4efb\u306f\u4f55\u3092\u898b\u308c\u3070\u3088\u3044\u304b\u5206\u304b\u3089\u305a\u3001\u5168\u90e8\u3092\u540c\u3058\u5bc6\u5ea6\u3067\u8aad\u3093\u3067\u6642\u9593\u3060\u3051\u304c\u304b\u304b\u308a\u307e\u3059\u3002\n\n**\uff08d\uff09\u4fee\u6b63\u7248\u306e\u518d\u78ba\u8a8d\u304c\u540c\u3058\u3060\u3051\u304b\u304b\u308b\u3002** 1\u304b\u6240\u76f4\u3059\u3068\u3001\u305d\u306e\u8a9e\u304c\u51fa\u3066\u304f\u308b\u5168\u7b87\u6240\u306b\u6ce2\u53ca\u3057\u307e\u3059\u3002\u7d50\u5c40\u3082\u3046\u4e00\u5ea6\u5168\u6587\u3092\u8aad\u3080\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002","before_flow_steps":["\u7279\u8a31\u4e8b\u52d9\u6240\u304b\u3089\u660e\u7d30\u66f8\u6848\u304cWord\u5f62\u5f0f\u307e\u305f\u306fPDF\u3067\u5c4a\u304f","\u62c5\u5f53\u8005\u304c\u767a\u660e\u5c4a\u51fa\u66f8\u3068\u56f3\u9762\u3092\u6a2a\u306b\u7f6e\u3044\u3066\u3001\u672c\u6587\u3092\u982d\u304b\u3089\u8aad\u3080","\u7b26\u53f7\u304c\u51fa\u3066\u304f\u308b\u305f\u3073\u306b\u3001\u56f3\u9762\u306e\u3069\u3053\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b","\u524d\u306b\u51fa\u3066\u304d\u305f\u7b26\u53f7\u3068\u77db\u76fe\u3057\u3066\u3044\u306a\u3044\u304b\u3001\u8a18\u61b6\u3068\u30e1\u30e2\u3092\u983c\u308a\u306b\u7167\u5408\u3059\u308b","\u8acb\u6c42\u9805\u3092\u8aad\u307f\u3001\u4f7f\u308f\u308c\u3066\u3044\u308b\u8a9e\u304c\u660e\u7d30\u66f8\u306e\u4e2d\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u63a2\u3059","\u6c17\u3065\u3044\u305f\u70b9\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u767a\u660e\u8005\u306b\u3082\u78ba\u8a8d\u3057\u3066\u3082\u3089\u3046","\u4e8b\u52d9\u6240\u3078\u4fee\u6b63\u3092\u4f9d\u983c\u3059\u308b","\u4fee\u6b63\u7248\u304c\u5c4a\u3044\u305f\u3089\u3001\u76f4\u3063\u305f\u7b87\u6240\u3068\u3001\u76f4\u3057\u305f\u3053\u3068\u3067\u58ca\u308c\u305f\u7b87\u6240\u3092\u898b\u308b"],"after_flow":"1. \u62c5\u5f53\u8005\u304c\u660e\u7d30\u66f8\u6848\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6307\u5b9a\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u672c\u6587\u3092\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3057\u3001\u8acb\u6c42\u9805\u30fb\u5b9f\u65bd\u5f62\u614b\u30fb\u7b26\u53f7\u306e\u8aac\u660e\u306e\u5404\u90e8\u5206\u306b\u5207\u308a\u5206\u3051\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u672c\u6587\u306b\u51fa\u3066\u304f\u308b\u7b26\u53f7\u3068\u3001\u305d\u306e\u76f4\u524d\u76f4\u5f8c\u306e\u8a9e\u3092\u3059\u3079\u3066\u62fe\u3044\u51fa\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u540c\u3058\u7b26\u53f7\u306b\u8907\u6570\u306e\u8a9e\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u304b\u3001\u540c\u3058\u8a9e\u306b\u8907\u6570\u306e\u7b26\u53f7\u304c\u4ed8\u3044\u3066\u3044\u306a\u3044\u304b\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u8acb\u6c42\u9805\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u8a9e\u304c\u3001\u660e\u7d30\u66f8\u306e\u4e2d\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u6307\u6458\u306e\u4e00\u89a7\u3092\u3001\u8a72\u5f53\u30da\u30fc\u30b8\u3068\u8a72\u5f53\u6587\u3064\u304d\u3067\u51fa\u3059\n7. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u4e00\u89a7\u3092\u4e0a\u304b\u3089\u898b\u3066\u3001\u76f4\u3059\u3079\u304d\u3082\u306e\u3068\u3001\u76f4\u3055\u306a\u304f\u3066\u3088\u3044\u3082\u306e\u3092\u5224\u65ad\u3059\u308b\n8. **\u3010\u4eba\u3011** \u5224\u65ad\u304c\u5206\u304b\u308c\u308b\u3082\u306e\u306f\u767a\u660e\u8005\u306b\u78ba\u8a8d\u3059\u308b\n9. **\u3010\u81ea\u52d5\u3011** 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\u7528\u8a9e\u96c6\u304c\u306a\u3044\u3068\u300c\u62bc\u5727\u90e8\u6750\u3068\u52a0\u5727\u90e8\u6750\u306e\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u300d\u3092\u6a5f\u68b0\u304c\u6c7a\u3081\u3089\u308c\u305a\u3001\u6307\u6458\u304c\u300c\u3069\u3061\u3089\u304b\u306b\u7d71\u4e00\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3067\u6b62\u307e\u308a\u307e\u3059\u3002\u305d\u308c\u3067\u3082\u4fa1\u5024\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u534a\u5206\u3067\u3059\u3002\n\n\u7528\u8a9e\u96c6\u306f\u5927\u304d\u306a\u3082\u306e\u3067\u306a\u304f\u3066\u304b\u307e\u3044\u307e\u305b\u3093\u3002**\u76f4\u8fd11\u5e74\u306e\u51fa\u9858\u306b\u51fa\u3066\u304d\u305f\u90e8\u6750\u540d\u3092\u4e26\u3079\u3066\u3001\u6b63\u5f0f\u306a\u8a9e\u306b\u5370\u3092\u4ed8\u3051\u308b\u3060\u3051**\u3067\u59cb\u3081\u3089\u308c\u307e\u3059\u3002\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u672c\u6587\u306e\u30c6\u30ad\u30b9\u30c8\u5316\uff1a** Word\u5f62\u5f0f\u3067\u5c4a\u304f\u306a\u3089\u3001\u305d\u306e\u307e\u307e\u6bb5\u843d\u5358\u4f4d\u3067\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002PDF\u3067\u5c4a\u304f\u5834\u5408\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u6301\u3064PDF\u304b\u3069\u3046\u304b\u3092\u5148\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\u4e8b\u52d9\u6240\u304c\u4f5c\u6210\u3057\u305f\u660e\u7d30\u66f8\u6848\u306f\u3001\u307b\u307c\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u753b\u50cfPDF\u306e\u5834\u5408\u306f\u3001\u3053\u306e\u69cb\u6210\u306e\u5bfe\u8c61\u5916\u3068\u3057\u3066\u4eba\u304c\u8aad\u307f\u307e\u3059\u3002\n\n**\u7ae0\u306e\u5207\u308a\u5206\u3051\uff1a** \u660e\u7d30\u66f8\u306f\u300c\u3010\u7279\u8a31\u8acb\u6c42\u306e\u7bc4\u56f2\u3011\u300d\u300c\u3010\u767a\u660e\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3011\u300d\u300c\u3010\u7b26\u53f7\u306e\u8aac\u660e\u3011\u300d\u306e\u3088\u3046\u306b\u3001\u898b\u51fa\u3057\u304c\u6c7a\u307e\u3063\u305f\u66f8\u5f0f\u3067\u5165\u308a\u307e\u3059\u3002\u3053\u306e\u898b\u51fa\u3057\u3067\u5207\u308a\u5206\u3051\u307e\u3059\u3002\u66f8\u5f0f\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u3053\u3053\u306f\u6b63\u898f\u8868\u73fe\u3067\u8db3\u308a\u307e\u3059\u3002\n\n**\u7b26\u53f7\u306e\u62bd\u51fa\uff1a** \u300c\u8a9e\uff0b\u534a\u89d2\u6570\u5b57\u300d\u307e\u305f\u306f\u300c\u8a9e\uff0b\u5168\u89d2\u6570\u5b57\u300d\u306e\u4e26\u3073\u3092\u62fe\u3044\u307e\u3059\u3002\u6570\u5b57\u306f1\u301c3\u6841\u3001\u8a9e\u306f\u76f4\u524d\u306e\u9023\u7d9a\u3057\u305f\u65e5\u672c\u8a9e\u306e\u6587\u5b57\u5217\u3068\u3057\u307e\u3059\u3002\u62fe\u3063\u305f\u7d44\u3092\u300c\u7b26\u53f7\u3054\u3068\u300d\u3068\u300c\u8a9e\u3054\u3068\u300d\u306e2\u901a\u308a\u3067\u96c6\u8a08\u3057\u307e\u3059\u3002\n\n**\u56f3\u9762\u306e\u7b26\u53f7\uff1a** \u3010\u7b26\u53f7\u306e\u8aac\u660e\u3011\u306e\u6b04\u306b\u300c12 \u62bc\u5727\u90e8\u6750\u300d\u306e\u5f62\u3067\u4e26\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u3053\u304c\u56f3\u9762\u5074\u306e\u6b63\u89e3\u306b\u306a\u308a\u307e\u3059\u3002\u672c\u6587\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u7b26\u53f7\u306e\u3046\u3061\u3001\u3053\u306e\u6b04\u306b\u306a\u3044\u3082\u306e\u304c\u300c\u56f3\u9762\u306b\u306a\u3044\u7b26\u53f7\u300d\u3067\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u8868\u8a18\u306e\u6b63\u898f\u5316** \u2026 \u5168\u89d2\u6570\u5b57\u3092\u534a\u89d2\u306b\u305d\u308d\u3048\u307e\u3059\u3002\u300c\u7b2c1\u5b9f\u65bd\u5f62\u614b\u300d\u306e\u3088\u3046\u306a\u3001\u7b26\u53f7\u3067\u306f\u306a\u3044\u6570\u5b57\u3092\u9664\u304d\u307e\u3059\u3002\u9664\u304d\u65b9\u306f\u300c\u76f4\u524d\u306e\u8a9e\u304c\u300e\u7b2c\u300f\u300e\u56f3\u300f\u300e\u8acb\u6c42\u9805\u300f\u306e\u3044\u305a\u308c\u304b\u306a\u3089\u7b26\u53f7\u3067\u306f\u306a\u3044\u300d\u3068\u3044\u3046\u5358\u7d14\u306a\u30eb\u30fc\u30eb\u3067\u8db3\u308a\u307e\u3059\n2. **\u7b26\u53f7\u306e\u8aac\u660e\u306e\u6b04\u3092\u6b63\u89e3\u3068\u3057\u3066\u6301\u3064** \u2026 \u672c\u6587\u306e\u7167\u5408\u306f\u3059\u3079\u3066\u3053\u306e\u6b04\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\n3. **\u62ec\u5f27\u66f8\u304d\u306e\u6271\u3044** \u2026 \u300c\u62bc\u5727\u90e8\u6750\uff0812\uff09\u300d\u3068\u300c\u62bc\u5727\u90e8\u675012\u300d\u3092\u540c\u3058\u7d44\u3068\u3057\u3066\u6271\u3044\u307e\u3059\n4. **\u8acb\u6c42\u9805\u306e\u8a9e\u306e\u5207\u308a\u51fa\u3057** \u2026 \u8acb\u6c42\u9805\u306f\u4e00\u6587\u304c\u9577\u3044\u306e\u3067\u3001\u300c\u301c\u3068\u3001\u300d\u300c\u301c\u3067\u3042\u3063\u3066\u3001\u300d\u3067\u533a\u5207\u3063\u3066\u69cb\u6210\u8981\u7d20\u3054\u3068\u306b\u5206\u3051\u307e\u3059\u3002\u3053\u3053\u306f\u6a5f\u68b0\u7684\u306b\u5207\u3063\u3066\u3001\u5f8c\u3067AI\u306b\u6574\u3048\u3055\u305b\u307e\u3059\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n\u6b63\u898f\u8868\u73fe\u3068AI\u3067\u5f79\u5272\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u6b63\u898f\u8868\u73fe\u306b\u3055\u305b\u308b\u3053\u3068\uff1a** \u7b26\u53f7\u3068\u8a9e\u306e\u7d44\u306e\u62bd\u51fa\u3001\u7b26\u53f7\u306e\u8aac\u660e\u306e\u6b04\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u3001\u540c\u3058\u7b26\u53f7\u306b\u8907\u6570\u306e\u8a9e\u304c\u4ed8\u3044\u3066\u3044\u308b\u7b87\u6240\u306e\u5217\u6319\u3002\u3053\u3053\u306f\u6f0f\u308c\u306a\u304f\u62fe\u3046\u3053\u3068\u304c\u5927\u4e8b\u3067\u3001\u5224\u65ad\u306f\u8981\u308a\u307e\u305b\u3093\u3002\n\n**AI\u306b\u3055\u305b\u308b\u3053\u3068\uff1a**\n\n| \u51e6\u7406 | \u5185\u5bb9 |\n|:--|:--|\n| \u8a9e\u306e\u3086\u308c\u306e\u5224\u5b9a | \u300c\u62bc\u5727\u90e8\u6750\u300d\u300c\u52a0\u5727\u90e8\u6750\u300d\u304c\u540c\u3058\u3082\u306e\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3001\u533a\u5225\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b |\n| \u7528\u8a9e\u96c6\u3068\u306e\u5bfe\u5fdc\u3065\u3051 | \u672c\u6587\u306e\u8a9e\u304c\u3001\u793e\u5185\u7528\u8a9e\u96c6\u306e\u3069\u306e\u6b63\u5f0f\u540d\u306b\u5f53\u305f\u308b\u304b\u3092\u5bfe\u5fdc\u3065\u3051\u308b |\n| \u8acb\u6c42\u9805\u3068\u660e\u7d30\u66f8\u306e\u7a81\u304d\u5408\u308f\u305b | \u8acb\u6c42\u9805\u306e\u69cb\u6210\u8981\u7d20\u304c\u3001\u660e\u7d30\u66f8\u306e\u3069\u306e\u6bb5\u843d\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u63a2\u3059 |\n| \u6307\u6458\u6587\u306e\u4f5c\u6210 | \u4e8b\u52d9\u6240\u3078\u9001\u308b\u4fee\u6b63\u4f9d\u983c\u306e\u6587\u3092\u3001\u7b87\u6240\u3068\u7406\u7531\u304c\u5206\u304b\u308b\u5f62\u3067\u4f5c\u308b |\n\n**AI\u306b\u300c\u6b63\u3057\u3044\u7b26\u53f7\u306f\u3053\u308c\u3067\u3059\u300d\u3068\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002** AI\u304c\u51fa\u3059\u306e\u306f\u300c\u3053\u306e2\u3064\u306f\u540c\u3058\u3082\u306e\u3092\u6307\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u300d\u3068\u3044\u3046\u5019\u88dc\u3068\u3001\u305d\u306e\u6839\u62e0\u306b\u306a\u308b\u672c\u6587\u306e\u8a72\u5f53\u7b87\u6240\u3067\u3059\u3002\u6c7a\u3081\u308b\u306e\u306f\u4eba\u3067\u3059\u3002\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306f\u7279\u8a31\u51fa\u9858\u306e\u660e\u7d30\u66f8\u3092\u70b9\u691c\u3059\u308b\u77e5\u8ca1\u62c5\u5f53\u8005\u3092\u652f\u63f4\u3059\u308b\u7acb\u5834\u3067\u3059\u3002\n\u4ee5\u4e0b\u306e\u300c\u7b26\u53f7\u3068\u8a9e\u306e\u7d44\u300d\u306e\u4e00\u89a7\u3068\u3001\u660e\u7d30\u66f8\u306e\u8a72\u5f53\u6bb5\u843d\u3092\u8aad\u307f\u3001\n\u540c\u3058\u7b26\u53f7\u306b\u4ed8\u3044\u3066\u3044\u308b\u8907\u6570\u306e\u8a9e\u304c\u3001\u540c\u3058\u90e8\u6750\u3092\u6307\u3057\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u672c\u6587\u3092\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u6307\u6458\u3060\u3051\u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u300c\u540c\u3058\u90e8\u6750\u3092\u6307\u3057\u3066\u3044\u308b\u300d\u3068\u5224\u65ad\u3059\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u6839\u62e0\u306b\u306a\u308b\n  \u672c\u6587\u306e\u6587\u3092\u305d\u306e\u307e\u307e evidence \u306b\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u610f\u56f3\u7684\u306b\u533a\u5225\u3055\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u5834\u5408\uff08\u4e0a\u4f4d\u6982\u5ff5\u3068\u4e0b\u4f4d\u6982\u5ff5\u3001\n  \u5b9f\u65bd\u5f62\u614b\u3054\u3068\u306e\u547c\u3073\u5206\u3051\u306a\u3069\uff09\u306f judgment \u3092 \"intentional\" \u306b\u3057\u3001\n  \u306a\u305c\u305d\u3046\u8003\u3048\u305f\u304b\u3092 reason \u306b\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5224\u65ad\u304c\u3064\u304b\u306a\u3044\u5834\u5408\u306f \"unknown\" \u3092\u8fd4\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u63a8\u6e2c\u3067 \"same\" \u3092\u8fd4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u793e\u5185\u7528\u8a9e\u96c6\u306b\u3042\u308b\u8a9e\u3092\u512a\u5148\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7528\u8a9e\u96c6\u306b\u306a\u3044\u8a9e\u3092\n  \u6b63\u5f0f\u540d\u3068\u3057\u3066\u63d0\u6848\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u7b26\u53f7\u3068\u8a9e\u306e\u7d44\u3011\n{symbol_pairs}\n\n\u3010\u8a72\u5f53\u3059\u308b\u6bb5\u843d\u3011\n{paragraphs}\n\n\u3010\u793e\u5185\u7528\u8a9e\u96c6\u3011\n{glossary}\n```\n\n**\u300c\u63a8\u6e2c\u3067 same \u3092\u8fd4\u3055\u306a\u3044\u300d\u306e1\u884c\u304c\u8981\u3067\u3059\u3002** \u3053\u3053\u3092\u66f8\u304b\u306a\u3044\u3068\u3001AI\u306f\u89aa\u5207\u306b\u300c\u304a\u305d\u3089\u304f\u540c\u3058\u3067\u3057\u3087\u3046\u300d\u3068\u7b54\u3048\u307e\u3059\u3002\u7279\u8a31\u306e\u660e\u7d30\u66f8\u3067\u306f\u3001\u4e0a\u4f4d\u6982\u5ff5\u3068\u4e0b\u4f4d\u6982\u5ff5\u3092\u308f\u3056\u3068\u66f8\u304d\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u3092\u300c\u3086\u308c\u300d\u3068\u3057\u3066\u76f4\u3059\u3068\u3001\u6a29\u5229\u7bc4\u56f2\u304c\u5909\u308f\u308a\u307e\u3059\u3002\n\n**\u672c\u6587\u3092\u66f8\u304d\u63db\u3048\u3055\u305b\u306a\u3044\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002** \u660e\u7d30\u66f8\u306e\u6587\u7ae0\u3092\u76f4\u3059\u6a29\u9650\u306f\u3001\u3053\u306e\u69cb\u6210\u306b\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u76f4\u3059\u306e\u306f\u4e8b\u52d9\u6240\u3067\u3042\u308a\u3001\u76f4\u3059\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u62c5\u5f53\u8005\u3068\u767a\u660e\u8005\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n\u69cb\u9020\u5316\u51fa\u529b\u3092\u4f7f\u3044\u3001\u6c7a\u3081\u305f\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002OpenAI \u306e Structured Outputs \u3067\u306f\u3001`text: { format: { type: \"json_schema\", \"strict\": true, \"schema\": \u2026 } }` \u306e\u5f62\u3067\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3057\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u306b\u306f `\"additionalProperties\": false` \u3092\u4f7f\u3044\u3001`\"required\"` \u306b\u5168\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5217\u6319\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"findings\": [\n    {\n      \"type\": \"symbol_multiple_terms\",\n      \"symbol\": \"12\",\n      \"terms\": [\"\u62bc\u5727\u90e8\u6750\", \"\u52a0\u5727\u90e8\u6750\"],\n      \"judgment\": \"same | intentional | unknown\",\n      \"recommended_term\": \"\",\n      \"evidence\": [\n        { \"page\": 0, \"paragraph_no\": \"0012\", \"text\": \"\" }\n      ],\n      \"reason\": \"\",\n      \"confidence\": \"high | medium | low\"\n    }\n  ],\n  \"claim_support\": [\n    {\n      \"claim_no\": 1,\n      \"element\": \"\",\n      \"found_in\": [\"0018\", \"0021\"],\n      \"status\": \"supported | not_found | partial\"\n    }\n  ],\n  \"unmatched_symbols\": [],\n  \"needs_human_review\": []\n}\n```\n\n`evidence` \u3092\u5fc5\u305a\u8fd4\u3055\u305b\u308b\u306e\u304c\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u9375\u3067\u3059\u3002\u6307\u6458\u3060\u3051\u4e26\u3079\u3089\u308c\u3066\u3082\u3001\u7d50\u5c40\u672c\u6587\u3092\u63a2\u3057\u306b\u884c\u304f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u8a72\u5f53\u6587\u304c\u305d\u306e\u307e\u307e\u4ed8\u3044\u3066\u3044\u308c\u3070\u3001\u4e00\u89a7\u3092\u898b\u308b\u3060\u3051\u3067\u5224\u65ad\u3067\u304d\u307e\u3059\u3002**\n\n\u5b89\u5168\u4e0a\u306e\u7406\u7531\u3067\u30e2\u30c7\u30eb\u304c\u5fdc\u7b54\u3092\u62d2\u5426\u3057\u305f\u5834\u5408\u3001\u5fdc\u7b54\u306b `\"type\": \"refusal\"` \u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u5916\u306e\u5fdc\u7b54\u306b\u306a\u308b\u305f\u3081\u3001\u5f8c\u6bb5\u3067\u691c\u51fa\u3057\u3066\u4eba\u3078\u56de\u3059\u5206\u5c90\u3092\u4f5c\u308a\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n\u3053\u306e\u69cb\u6210\u306f\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u6df1\u304f\u3064\u306a\u304e\u307e\u305b\u3093\u3002\u3064\u306a\u3050\u306e\u306f\u6b21\u306e2\u304b\u6240\u3060\u3051\u3067\u3059\u3002\n\n| \u3064\u306a\u304e\u5148 | \u5185\u5bb9 |\n|:--|:--|\n| SharePoint | \u660e\u7d30\u66f8\u6848\u306e\u53d7\u3051\u53d6\u308a\u3068\u3001\u70b9\u691c\u7d50\u679c\u306e\u4fdd\u5b58 |\n| \u77e5\u8ca1\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u51fa\u9858\u756a\u53f7\u30fb\u6574\u7406\u756a\u53f7\u3068\u306e\u5bfe\u5fdc\u3065\u3051\uff08\u624b\u5165\u529b\u3067\u3082\u8db3\u308a\u308b\uff09 |\n\n**\u77e5\u8ca1\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306eAPI\u9023\u643a\u306f\u3001\u6700\u521d\u306f\u4f5c\u3089\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u670815\u4ef6\u306a\u3089\u3001\u7d50\u679c\u30d5\u30a1\u30a4\u30eb\u306e\u540d\u524d\u306b\u6574\u7406\u756a\u53f7\u3092\u5165\u308c\u308b\u3060\u3051\u3067\u904b\u7528\u3067\u304d\u307e\u3059\u3002\u9023\u643a\u3092\u4f5c\u308b\u3068\u305d\u306e\u4fdd\u5b88\u304c\u767a\u751f\u3057\u3001\u3053\u306e\u69cb\u6210\u306e\u8efd\u3055\u304c\u5931\u308f\u308c\u307e\u3059\u3002\n\n\u51fa\u529b\u306f\u3001\u62c5\u5f53\u8005\u304c\u305d\u306e\u307e\u307e\u898b\u3089\u308c\u308b\u5f62\uff08Excel\u307e\u305f\u306f\u753b\u9762\uff09\u3068\u3001\u4e8b\u52d9\u6240\u3078\u9001\u308b\u6587\u9762\u306e2\u3064\u3092\u4f5c\u308a\u307e\u3059\u3002\u4e8b\u52d9\u6240\u3078\u306e\u4f9d\u983c\u306f\u300c\u7b2c0012\u6bb5\u843d \u300e\u52a0\u5727\u90e8\u675012\u300f\u3092\u300e\u62bc\u5727\u90e8\u675012\u300f\u3078\u7d71\u4e00\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u306e\u3088\u3046\u306b\u3001**\u7b87\u6240\u3068\u76f4\u3057\u65b9\u304c\u4e00\u610f\u306b\u6c7a\u307e\u308b\u5f62**\u306b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u5168\u4ef6\u3001\u4eba\u304c\u78ba\u8a8d\u3057\u307e\u3059\u3002\u81ea\u52d5\u3067\u4fee\u6b63\u3092\u9001\u308b\u69cb\u6210\u306b\u306f\u3057\u307e\u305b\u3093\u3002**\n\n\u7406\u7531\u306f\u3001\u6307\u6458\u304c\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u304c\u6a29\u5229\u7bc4\u56f2\u306b\u5f71\u97ff\u3059\u308b\u305f\u3081\u3067\u3059\u3002\u300c\u3086\u308c\u300d\u306b\u898b\u3048\u308b\u3082\u306e\u304c\u610f\u56f3\u7684\u306a\u66f8\u304d\u5206\u3051\u3060\u3063\u305f\u5834\u5408\u3001\u7d71\u4e00\u3059\u308b\u3068\u767a\u660e\u306e\u5185\u5bb9\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u51fa\u9858\u5f8c\u306b\u76f4\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\n\n\u78ba\u8a8d\u3092\u901f\u304f\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u304c\u91cd\u8981\u3067\u3059\u3002\n\n- \u6307\u6458\u3092**\u7a2e\u985e\u3054\u3068\u306b\u307e\u3068\u3081\u3066**\u4e26\u3079\u308b\uff08\u7b26\u53f7\u306e\u554f\u984c\u3001\u7528\u8a9e\u306e\u554f\u984c\u3001\u8acb\u6c42\u9805\u306e\u554f\u984c\uff09\n- `confidence` \u304c\u4f4e\u3044\u3082\u306e\u3001`judgment` \u304c `unknown` \u306e\u3082\u306e\u3092\u4e0a\u306b\u51fa\u3059\n- `evidence` \u306e\u672c\u6587\u3092\u4e00\u89a7\u306e\u4e2d\u306b\u5c55\u958b\u3057\u3066\u304a\u304f\uff08\u5225\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304b\u305b\u306a\u3044\uff09\n- \u524d\u56de\u306e\u70b9\u691c\u3067\u300c\u76f4\u3055\u306a\u3044\u300d\u3068\u5224\u65ad\u3057\u305f\u6307\u6458\u3092\u3001\u4eca\u56de\u306f\u4e0b\u306b\u9001\u308b\n\n\u6700\u5f8c\u306e\u9805\u76ee\u304c\u52b9\u304d\u307e\u3059\u3002\u540c\u3058\u6848\u4ef6\u30922\u56de3\u56de\u3068\u70b9\u691c\u3059\u308b\u306e\u3067\u3001**\u4e00\u5ea6\u5224\u65ad\u3057\u305f\u3082\u306e\u304c\u6bce\u56de\u540c\u3058\u4f4d\u7f6e\u306b\u51fa\u3066\u304f\u308b\u3068\u3001\u78ba\u8a8d\u306e\u6642\u9593\u304c\u6e1b\u308a\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u753b\u50cfPDF\u3067\u30c6\u30ad\u30b9\u30c8\u304c\u53d6\u308c\u306a\u3044 | \u51e6\u7406\u3092\u6b62\u3081\u3066\u3001\u5f93\u6765\u3069\u304a\u308a\u4eba\u304c\u8aad\u3080\u3002\u7121\u7406\u306bOCR\u306b\u304b\u3051\u306a\u3044 |\n| \u3010\u7b26\u53f7\u306e\u8aac\u660e\u3011\u306e\u6b04\u304c\u306a\u3044 | \u56f3\u9762\u5074\u306e\u6b63\u89e3\u304c\u53d6\u308c\u306a\u3044\u306e\u3067\u3001\u672c\u6587\u5185\u306e\u6574\u5408\u3060\u3051\u3092\u898b\u308b\u3002\u305d\u306e\u65e8\u3092\u7d50\u679c\u306b\u660e\u8a18\u3059\u308b |\n| \u7b26\u53f7\u304c100\u500b\u3092\u8d85\u3048\u308b | \u7ae0\u3054\u3068\u306b\u5206\u5272\u3057\u3066AI\u306b\u6e21\u3059\u3002\u4e00\u5ea6\u306b\u6e21\u3059\u3068\u53d6\u308a\u3053\u307c\u3059 |\n| \u300c\u7b2c1\u5b9f\u65bd\u5f62\u614b\u300d\u3092\u7b26\u53f7\u3068\u8aa4\u8a8d\u3057\u305f | \u9664\u5916\u30eb\u30fc\u30eb\u3067\u843d\u3068\u3059\u3002\u843d\u3068\u3057\u305f\u8a9e\u3092\u4e00\u89a7\u306b\u6b8b\u3057\u3001\u8aa4\u3063\u3066\u843d\u3068\u3057\u3066\u3044\u306a\u3044\u304b\u3092\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b |\n| \u8acb\u6c42\u9805\u304c20\u9805\u3092\u8d85\u3048\u308b | \u72ec\u7acb\u8acb\u6c42\u9805\u304b\u3089\u51e6\u7406\u3057\u3001\u5f93\u5c5e\u8acb\u6c42\u9805\u306f\u5f15\u7528\u5143\u306e\u7d50\u679c\u3092\u5f15\u304d\u7d99\u3050 |\n| AI\u304c\u672c\u6587\u3092\u66f8\u304d\u63db\u3048\u3066\u8fd4\u3057\u305f | \u30b9\u30ad\u30fc\u30de\u306b\u672c\u6587\u306e\u66f8\u304d\u63db\u3048\u6b04\u3092\u4f5c\u3089\u306a\u3044\u3002`evidence` \u306e\u6587\u304c\u539f\u6587\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u6a5f\u68b0\u3067\u7167\u5408\u3057\u3001\u9055\u3048\u3070\u5dee\u3057\u623b\u3059 |\n| \u5224\u65ad\u304c `unknown` \u3070\u304b\u308a\u51fa\u308b | \u7528\u8a9e\u96c6\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u5408\u56f3\u3002\u7528\u8a9e\u96c6\u3092\u8db3\u3057\u3066\u304b\u3089\u518d\u5b9f\u884c\u3059\u308b |\n| \u540c\u3058\u6848\u4ef6\u306e\u4fee\u6b63\u7248\u3092\u51e6\u7406\u3059\u308b | \u524d\u56de\u306e\u7d50\u679c\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u76f4\u3063\u305f\u6307\u6458\u3068\u65b0\u305f\u306b\u51fa\u305f\u6307\u6458\u3092\u5206\u3051\u3066\u8868\u793a\u3059\u308b |\n| \u5916\u56fd\u51fa\u9858\u7528\u306e\u82f1\u6587\u660e\u7d30\u66f8 | \u5bfe\u8c61\u5916\u3068\u3059\u308b\u3002\u7b26\u53f7\u306e\u4ed8\u304d\u65b9\u3082\u7528\u8a9e\u306e\u8003\u3048\u65b9\u3082\u9055\u3046\u305f\u3081\u3001\u5225\u306e\u69cb\u6210\u304c\u8981\u308b |\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u70b9\u691c\u3057\u305f\u660e\u7d30\u66f8\u6848\u306e\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\n- \u62bd\u51fa\u3057\u305f\u7b26\u53f7\u3068\u8a9e\u306e\u7d44\uff08\u751f\u306e\u72b6\u614b\uff09\n- AI\u304c\u8fd4\u3057\u305f\u5224\u65ad\u3068 `evidence`\n- **\u4eba\u304c\u3069\u3046\u5224\u65ad\u3057\u305f\u304b\uff08\u63a1\u7528\u30fb\u4e0d\u63a1\u7528\u30fb\u4fdd\u7559\uff09\u3068\u3001\u305d\u306e\u7406\u7531**\n- \u4e8b\u52d9\u6240\u3078\u9001\u3063\u305f\u4fee\u6b63\u4f9d\u983c\u306e\u5185\u5bb9\n\n3\u3064\u76ee\u30684\u3064\u76ee\u3092\u4e26\u3079\u3066\u6b8b\u3059\u3053\u3068\u306b\u610f\u5473\u304c\u3042\u308a\u307e\u3059\u3002**\u300cAI\u304csame\u3068\u5224\u65ad\u3057\u305f\u304c\u4eba\u304c\u4e0d\u63a1\u7528\u306b\u3057\u305f\u300d\u4ef6\u304c\u7a4d\u307f\u4e0a\u304c\u308b\u3068\u3001\u305d\u308c\u304c\u7528\u8a9e\u96c6\u306b\u8db3\u3059\u3079\u304d\u60c5\u5831\u306b\u306a\u308a\u307e\u3059\u3002** \u534a\u5e74\u5206\u305f\u307e\u308c\u3070\u3001\u6307\u6458\u306e\u7cbe\u5ea6\u306f\u81ea\u7136\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002\n\n\u672a\u516c\u958b\u306e\u767a\u660e\u60c5\u5831\u3092\u542b\u3080\u305f\u3081\u3001\u4fdd\u5b58\u5834\u6240\u306f\u77e5\u8ca1\u90e8\u9580\u306b\u9650\u5b9a\u3057\u3001\u4fdd\u5b58\u671f\u9593\u306f\u81ea\u793e\u306e\u6587\u66f8\u7ba1\u7406\u898f\u7a0b\u306b\u5408\u308f\u305b\u307e\u3059\u3002","minimal_setup":"1. \u76f4\u8fd1\u306e\u660e\u7d30\u66f8\u6848\u30923\u4ef6\u7528\u610f\u3059\u308b\uff08\u6a5f\u69cb\u7cfb\u3092\u9078\u3076\u3002\u7b26\u53f7\u304c\u591a\u3044\u307b\u3069\u52b9\u679c\u304c\u5206\u304b\u308b\uff09\n2. \u3010\u7b26\u53f7\u306e\u8aac\u660e\u3011\u306e\u6b04\u3068\u3001\u672c\u6587\u3092\u30c6\u30ad\u30b9\u30c8\u3067\u30b3\u30d4\u30fc\u3059\u308b\n3. ChatGPT\u307e\u305f\u306fClaude\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u672c\u6587\u306b\u51fa\u3066\u304f\u308b\u300e\u8a9e\uff0b\u7b26\u53f7\u300f\u306e\u7d44\u3092\u3059\u3079\u3066\u5217\u6319\u3057\u3001\u540c\u3058\u7b26\u53f7\u306b\u8907\u6570\u306e\u8a9e\u304c\u4ed8\u3044\u3066\u3044\u308b\u3082\u306e\u3092\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u672c\u6587\u306f\u66f8\u304d\u63db\u3048\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n4. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u81ea\u5206\u304c\u624b\u3067\u70b9\u691c\u3057\u305f\u3068\u304d\u306b\u6c17\u3065\u3044\u305f\u7b87\u6240\u3068\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u3053\u306e3\u4ef6\u3060\u3051\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u81ea\u793e\u306e\u660e\u7d30\u66f8\u3067\u4f55\u4ef6\u306e\u6307\u6458\u304c\u51fa\u308b\u304b\u3067\u3001\u5c0e\u5165\u306e\u4fa1\u5024\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\u6307\u6458\u304c1\u4ef6\u3082\u51fa\u306a\u3044\u306a\u3089\u3001\u4e8b\u52d9\u6240\u306e\u54c1\u8cea\u304c\u5341\u5206\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u305d\u306e\u5834\u5408\u306f\u8acb\u6c42\u9805\u306e\u7a81\u304d\u5408\u308f\u305b\u3060\u3051\u306b\u7d5e\u308a\u307e\u3059\u3002\n\n\u5224\u65ad\u306e\u76ee\u5b89\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| 1\u4ef6\u3042\u305f\u308a\u306e\u6307\u6458\u4ef6\u6570 | \u5224\u65ad |\n|:--|:--|\n| 5\u4ef6\u4ee5\u4e0a | \u81ea\u52d5\u5316\u3059\u308b\u4fa1\u5024\u304c\u5927\u304d\u3044\u3002\u5168\u4ef6\u306b\u9069\u7528\u3059\u308b |\n| 2\u301c4\u4ef6 | \u52b9\u679c\u306f\u3042\u308b\u3002\u7b26\u53f7\u304c\u591a\u3044\u6a5f\u69cb\u7cfb\u3060\u3051\u306b\u7d5e\u3063\u3066\u59cb\u3081\u308b |\n| 0\u301c1\u4ef6 | \u7b26\u53f7\u306e\u70b9\u691c\u306f\u4e0d\u8981\u3002\u8acb\u6c42\u9805\u3068\u660e\u7d30\u66f8\u306e\u7a81\u304d\u5408\u308f\u305b\u3060\u3051\u3092\u4f5c\u308b |\n\n\u8cbc\u308a\u4ed8\u3051\u3066\u8a66\u3059\u6bb5\u968e\u3067\u306f\u3001\u6587\u5b57\u6570\u306e\u4e0a\u9650\u306b\u5f53\u305f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u5834\u5408\u306f\u5b9f\u65bd\u5f62\u614b\u306e\u7ae0\u3060\u3051\u3092\u6e21\u3057\u307e\u3059\u3002","minimal_setup_short":"\u660e\u7d30\u66f8\u306e\u30c6\u30ad\u30b9\u30c8\u3092AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u4ed8\u3051\u3001\u6307\u6458\u3092\u53d7\u3051\u53d6\u308b \uff0f \u8a9e\u306e\u3086\u308c\u306e\u691c\u51fa\u306e\u307f","semi_auto_setup":"\u30d5\u30a9\u30eb\u30c0\u76e3\u8996 \u2192 \u30c6\u30ad\u30b9\u30c8\u5316 \u2192 \u7b26\u53f7\u306e\u62bd\u51fa \u2192 AI\u5224\u5b9a \u2192 Excel\u3067\u4e00\u89a7 \uff0f \u62bd\u51fa\u3068\u7a81\u304d\u5408\u308f\u305b\u3068\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u7528\u8a9e\u96c6\u3068\u306e\u5bfe\u5fdc\u3065\u3051\uff0b\u8acb\u6c42\u9805\u306e\u7a81\u304d\u5408\u308f\u305b\uff0b\u4fee\u6b63\u4f9d\u983c\u6587\u306e\u4f5c\u6210\uff0b\u524d\u56de\u7d50\u679c\u3068\u306e\u5dee\u5206 \uff0f \u5224\u65ad\u4ee5\u5916\u306e\u3059\u3079\u3066","level_note":"**\u534a\u81ea\u52d5\u5316\u306e\u6642\u70b9\u3067\u3001120\u5206\u304c60\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u7b26\u53f7\u3092\u899a\u3048\u306a\u304c\u3089\u8aad\u3080\u4f5c\u696d\u304c\u6d88\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u672c\u683c\u69cb\u6210\u306b\u3059\u308b\u306844\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u7528\u8a9e\u96c6\u306e\u6574\u5099\u3068\u3001\u8acb\u6c42\u9805\u306e\u5207\u308a\u51fa\u3057\u306e\u4f5c\u308a\u8fbc\u307f\u304c\u5fc5\u8981\u3067\u3059\u3002\n\u670815\u4ef6\u306e\u898f\u6a21\u306a\u3089\u3001**\u534a\u81ea\u52d5\u5316\u3067\u6b62\u3081\u3066\u3082\u5341\u5206\u306b\u5408\u3044\u307e\u3059\u3002** \u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u5224\u65ad\u306f\u3001\u5e74\u9593\u306e\u51fa\u9858\u4ef6\u6570\u304c200\u4ef6\u3092\u8d85\u3048\u3066\u304b\u3089\u3067\u9045\u304f\u3042\u308a\u307e\u305b\u3093\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u300c\u7b2c1\u5b9f\u65bd\u5f62\u614b\u300d\u300c\u56f33\u300d\u3092\u7b26\u53f7\u3068\u3057\u3066\u62fe\u3063\u3066\u3057\u307e\u3046 | \u76f4\u524d\u306e\u8a9e\u304c\u300c\u7b2c\u300d\u300c\u56f3\u300d\u300c\u8acb\u6c42\u9805\u300d\u306a\u3089\u9664\u304f\u3002\u9664\u3044\u305f\u8a9e\u3092\u4e00\u89a7\u306b\u6b8b\u3057\u3066\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b |\n| \u5168\u89d2\u6570\u5b57\u3068\u534a\u89d2\u6570\u5b57\u304c\u6df7\u5728\u3057\u3066\u3044\u308b | \u524d\u51e6\u7406\u3067\u534a\u89d2\u306b\u305d\u308d\u3048\u308b\u3002\u4e8b\u52d9\u6240\u3054\u3068\u306b\u66f8\u5f0f\u304c\u9055\u3046\u306e\u3067\u3001\u53d7\u3051\u53d6\u308a\u6642\u70b9\u3067\u6b63\u898f\u5316\u3059\u308b |\n| \u610f\u56f3\u7684\u306a\u66f8\u304d\u5206\u3051\u3092\u300c\u3086\u308c\u300d\u3068\u6307\u6458\u3059\u308b | \u30d7\u30ed\u30f3\u30d7\u30c8\u3067 `intentional` \u306e\u5224\u65ad\u3092\u660e\u793a\u7684\u306b\u6c42\u3081\u308b\u3002\u63a8\u6e2c\u3067\u306e `same` \u3092\u7981\u6b62\u3059\u308b |\n| AI\u304c\u672c\u6587\u3092\u66f8\u304d\u63db\u3048\u3066\u8fd4\u3059 | `evidence` \u306e\u6587\u304c\u539f\u6587\u3068\u4e00\u81f4\u3059\u308b\u304b\u3092\u6a5f\u68b0\u3067\u7167\u5408\u3059\u308b\u3002\u4e00\u81f4\u3057\u306a\u3051\u308c\u3070\u5dee\u3057\u623b\u3059 |\n| \u7b26\u53f7\u304c\u591a\u3059\u304e\u3066\u4e00\u5ea6\u306b\u6e21\u305b\u306a\u3044 | \u7ae0\u3054\u3068\u306b\u5206\u5272\u3059\u308b\u3002\u5206\u5272\u306e\u5883\u754c\u3067\u7b26\u53f7\u306e\u5bfe\u5fdc\u304c\u5207\u308c\u306a\u3044\u3088\u3046\u3001\u7b26\u53f7\u306e\u8aac\u660e\u306e\u6b04\u306f\u6bce\u56de\u4e00\u7dd2\u306b\u6e21\u3059 |\n| \u7528\u8a9e\u96c6\u304c\u306a\u304f\u3001\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u6c7a\u3081\u3089\u308c\u306a\u3044 | \u76f4\u8fd11\u5e74\u306e\u51fa\u9858\u304b\u3089\u90e8\u6750\u540d\u3092\u629c\u304d\u51fa\u3057\u3066\u7528\u8a9e\u96c6\u3092\u4f5c\u308b\u3002\u3053\u306e\u69cb\u6210\u3088\u308a\u5148\u306b\u4f5c\u308b |\n| \u4fee\u6b63\u7248\u306e\u518d\u70b9\u691c\u3067\u540c\u3058\u6307\u6458\u304c\u6bce\u56de\u51fa\u308b | \u524d\u56de\u306e\u5224\u65ad\u3092\u4fdd\u5b58\u3057\u3001\u300c\u4e0d\u63a1\u7528\u300d\u3068\u5224\u65ad\u3057\u305f\u6307\u6458\u306f\u4e0b\u306b\u9001\u308b |\n| PDF\u306e\u30c6\u30ad\u30b9\u30c8\u304c\u6bb5\u7d44\u307f\u3067\u5d29\u308c\u308b | Word\u5f62\u5f0f\u3067\u306e\u53d7\u3051\u53d6\u308a\u3092\u4e8b\u52d9\u6240\u306b\u4f9d\u983c\u3059\u308b\u3002\u5d29\u308c\u305fPDF\u3092\u7121\u7406\u306b\u51e6\u7406\u3057\u306a\u3044 |\n| \u8acb\u6c42\u9805\u306e\u69cb\u6210\u8981\u7d20\u306e\u5207\u308a\u51fa\u3057\u304c\u3046\u307e\u304f\u3044\u304b\u306a\u3044 | \u300c\u301c\u3068\u3001\u300d\u3067\u6a5f\u68b0\u7684\u306b\u5207\u3063\u305f\u3046\u3048\u3067\u3001AI\u306b\u6574\u3048\u3055\u305b\u308b\u3002\u6700\u521d\u304b\u3089\u5b8c\u74a7\u3092\u72d9\u308f\u306a\u3044 |","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u672a\u516c\u958b\u306e\u767a\u660e\u5185\u5bb9\u3001\u51fa\u9858\u524d\u306e\u660e\u7d30\u66f8\u3001\u56f3\u9762\u3002**\u793e\u5916\u306b\u51fa\u308c\u3070\u65b0\u898f\u6027\u3092\u5931\u3046\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u5916\u90e8AI\u3078\u306e\u5165\u529b\u53ef\u5426** \u2026 \u51fa\u9858\u524d\u306e\u767a\u660e\u5185\u5bb9\u306f\u3001\u516c\u958b\u3055\u308c\u308c\u3070\u7279\u8a31\u3092\u53d7\u3051\u3089\u308c\u306a\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002**\u5165\u529b\u304c\u5b66\u7fd2\u306b\u4f7f\u308f\u308c\u306a\u3044\u3053\u3068\u304c\u5951\u7d04\u3067\u4fdd\u8a3c\u3055\u308c\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3073\u3001\u305d\u306e\u6761\u9805\u3092\u77e5\u8ca1\u90e8\u9580\u3068\u3057\u3066\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002** \u500b\u4eba\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u306e\u5229\u7528\u306f\u8a8d\u3081\u306a\u3044\u904b\u7528\u306b\u3057\u307e\u3059\n2. **\u4fdd\u5b58\u5834\u6240\u306e\u9650\u5b9a** \u2026 \u660e\u7d30\u66f8\u6848\u3068\u70b9\u691c\u7d50\u679c\u306e\u4fdd\u7ba1\u3092\u77e5\u8ca1\u90e8\u9580\u306b\u9650\u5b9a\u3057\u307e\u3059\u3002\u5168\u793e\u306e\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u7f6e\u304b\u306a\u3044\u904b\u7528\u306b\u3057\u307e\u3059\n3. **\u4e8b\u52d9\u6240\u3068\u306e\u53d6\u308a\u6c7a\u3081** \u2026 \u4e8b\u52d9\u6240\u304b\u3089\u53d7\u3051\u53d6\u3063\u305f\u539f\u7a3f\u3092\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306b\u6e21\u3059\u3053\u3068\u306b\u3064\u3044\u3066\u3001\u4e8b\u52d9\u6240\u3068\u306e\u5951\u7d04\u306b\u53cd\u3057\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\n4. **\u30ed\u30b0\u306e\u4fdd\u5b58\u671f\u9593** \u2026 \u767a\u660e\u306e\u5185\u5bb9\u3092\u542b\u3080\u30ed\u30b0\u306f\u3001\u81ea\u793e\u306e\u6587\u66f8\u7ba1\u7406\u898f\u7a0b\u306b\u6cbf\u3063\u3066\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u307e\u3059\n5. **\u81ea\u52d5\u5b9f\u884c\u3057\u3066\u3088\u3044\u7bc4\u56f2** \u2026 \u4fee\u6b63\u4f9d\u983c\u306e\u9001\u4fe1\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002AI\u306e\u6307\u6458\u3092\u305d\u306e\u307e\u307e\u4e8b\u52d9\u6240\u3078\u8ee2\u9001\u3059\u308b\u69cb\u6210\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001\u610f\u56f3\u7684\u306a\u66f8\u304d\u5206\u3051\u3092\u6d88\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u306b\u3088\u308b\u6a29\u5229\u7bc4\u56f2\u306e\u5909\u66f4\u3068\u3001\u767a\u660e\u5185\u5bb9\u306e\u5916\u90e8\u6d41\u51fa\u3067\u3059\u3002\u524d\u8005\u306f\u4eba\u306e\u78ba\u8a8d\u3067\u9632\u304e\u3001\u5f8c\u8005\u306f\u5165\u529b\u5148\u306e\u9078\u5b9a\u3068\u904b\u7528\u30eb\u30fc\u30eb\u3067\u9632\u304e\u307e\u3059\u3002\n\n**\u3053\u306e\u69cb\u6210\u306fAI\u306b\u5224\u65ad\u3055\u305b\u3066\u3044\u307e\u305b\u3093\u3002** 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\u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| OpenAI \u306e Structured Outputs \u3067 `text: { format: { type: \"json_schema\", \"strict\": true, \"schema\": \u2026 } }` \u306e\u5f62\u3067\u30b9\u30ad\u30fc\u30de\u3092\u6e21\u3059\u3053\u3068\u3002\u30b9\u30ad\u30fc\u30de\u306b `\"additionalProperties\": false` \u3092\u4f7f\u3044 `\"required\"` \u306b\u5168\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5217\u6319\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3002\u5b89\u5168\u4e0a\u306e\u7406\u7531\u3067\u62d2\u5426\u3055\u308c\u305f\u5834\u5408\u306f\u5fdc\u7b54\u306b `\"type\": \"refusal\"` \u304c\u542b\u307e\u308c\u308b\u3053\u3068 | [OpenAI: Structured model outputs](https:\/\/developers.openai.com\/api\/docs\/guides\/structured-outputs) | 2026-09-22 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