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\u5b66\u6821\u30fb\u4f1a\u793e\u3054\u3068\u306b\u3001\u5fdc\u52df\u66f8\u985e\u3068\u30ec\u30dd\u30fc\u30c8\u306b\u51fa\u3066\u304f\u308b\u540d\u79f0\u306e\u66f8\u304d\u65b9 | \u63a1\u7528\u30c1\u30fc\u30e0\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f9d\u983c\u306e\u5185\u5bb9\u3068\u540d\u79f0\u306e\u5225\u540d\u306e\u4e00\u89a7\u3067\u3059\u3002** \u4f9d\u983c\u306e\u5185\u5bb9\u304c\u7121\u3044\u3068\u3001**\u983c\u3093\u3060\u306e\u306b\u30ec\u30dd\u30fc\u30c8\u306b\u51fa\u3066\u3053\u306a\u3044\u9805\u76ee**\u306b\u6c17\u3065\u3051\u307e\u305b\u3093\u3002\u8abf\u67fb\u4f1a\u793e\u304c\u7167\u4f1a\u3092\u98db\u3070\u3057\u305f\u9805\u76ee\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u8868\u306b\u884c\u304c\u7121\u3044\u3060\u3051\u3067\u3001\u4f55\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n**\u540d\u79f0\u306e\u5225\u540d\u306e\u4e00\u89a7\u306f\u3001\u5b66\u6821\u3067\u7279\u306b\u52b9\u304d\u307e\u3059\u3002** \u5fdc\u52df\u66f8\u985e\u306b\u306f `IIT Bombay` \u3068\u66f8\u304b\u308c\u3001\u30ec\u30dd\u30fc\u30c8\u306b\u306f `Indian Institute of Technology Bombay` 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\u306f64\u6587\u5b57\u307e\u3067\u3067\u3001\u82f1\u6570\u5b57\u3068\u30cf\u30a4\u30d5\u30f3\u30fb\u4e0b\u7dda\u3057\u304b\u4f7f\u3048\u307e\u305b\u3093\u3002**\u30cf\u30c3\u30b7\u30e5\u3092\u305d\u306e\u307e\u307e\u9023\u306d\u308b\u3068\u8d85\u3048\u308b\u306e\u3067\u3001\u77ed\u304f\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `CANDIDATE_NAME` | What is the name of the candidate? |\n| `OVERALL_STATUS` | What is the overall status of the report? |\n| `REPORT_DATE` | What is the report completion date? |\n| `REPORT_TYPE` | Is this an interim report or a final report? |\n| `ORDER_ID` | What is the order or reference number? |\n\n**\u8cea\u554f\u306f\u8868\u7d19\u3060\u3051\u306b\u4f7f\u3044\u3001\u5b66\u6b74\u3068\u8077\u6b74\u306e\u4e2d\u8eab\u306f\u8868\u304b\u3089\u53d6\u308a\u307e\u3059\u3002** \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u305a\u30011\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306730\u500b\u307e\u3067\u3067\u3059\u3002\u9805\u76ee\u306e\u6570\u306f\u5019\u88dc\u8005\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001**\u8cea\u554f\u30671\u9805\u76ee\u305a\u3064\u805e\u304f\u3088\u308a\u3001\u8868\u3092\u305d\u306e\u307e\u307e\u53d6\u3063\u3066\u884c\u3068\u5217\u3067\u8aad\u3080\u307b\u3046\u304c\u6f0f\u308c\u307e\u305b\u3093\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**`JobId` \u306f7\u65e5\u3057\u304b\u6709\u52b9\u3067\u306a\u3044**\u306e\u3067\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u305f\u3089\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u7d50\u679c\u3092\u53d6\u308a\u3001S3\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\n**\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3001\u4f9d\u983c\u306e\u5185\u5bb9\u3001\u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3001\u5225\u540d\u306e\u4e00\u89a7\u306f\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u3001\u5fdc\u52df\u66f8\u985e\u306e\u5185\u5bb9\u3092\u6e21\u3057\u307e\u305b\u3093\u3002\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u884c\u3046\u304b\u3089\u3067\u3059\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u5c4a\u3044\u305f\u3089\u8abf\u67fb\u4f1a\u793e\u306b\u901a\u5e38\u306ePDF\u3092\u983c\u307f\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8abf\u67fb\u4f1a\u793e\u304c\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u3067\u9001\u3063\u3066\u304f\u308b\u5834\u5408\u306f\u3001\u53d7\u3051\u53d6\u308a\u306e\u6bb5\u3067\u89e3\u9664\u3057\u3066\u304b\u3089\u4fdd\u5b58\u3057\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u7248\u306e\u7279\u5b9a** \u2026 \u4f9d\u983c\u756a\u53f7\u3067\u540c\u3058\u5019\u88dc\u8005\u306e\u524d\u306e\u7248\u3092\u63a2\u3057\u3001\u3042\u308c\u3070\u4eca\u56de\u3092\u65b0\u3057\u3044\u7248\u3068\u3057\u3066\u7d50\u3073\u4ed8\u3051\u307e\u3059\n5. **\u7167\u5408\u306e\u76f8\u624b\u306e\u7279\u5b9a** \u2026 \u5019\u88dc\u8005ID\u3067\u3001\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3068\u3001\u4f9d\u983c\u306e\u5185\u5bb9\u3092\u5f15\u304d\u307e\u3059\n6. **\u5019\u88dc\u8005\u306e\u540c\u610f\u306e\u8a18\u9332\u306e\u78ba\u8a8d** \u2026 \u7167\u4f1a\u306e\u540c\u610f\u3092\u53d6\u3063\u305f\u8a18\u9332\u304c\u7121\u3044\u5019\u88dc\u8005\u306e\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u306b\u623b\u3057\u307e\u3059\n\n**6\u756a\u76ee\u3092\u5165\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u524d\u306b\u6b62\u3081\u308b\u7406\u7531\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u540c\u610f\u306e\u8a18\u9332\u304c\u7121\u3044\u307e\u307e\u7167\u4f1a\u306e\u7d50\u679c\u3092\u793e\u5185\u3067\u4f7f\u3044\u59cb\u3081\u308b\u3068\u3001**\u5f8c\u304b\u3089\u540c\u610f\u306e\u7bc4\u56f2\u3092\u78ba\u304b\u3081\u3088\u3046\u3068\u3057\u3066\u3082\u3001\u3069\u306e\u6bb5\u3067\u4f55\u3092\u4f7f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001Textract \u304c\u8fd4\u3057\u305f\u8868\u3068\u5168\u6587\u304b\u3089\u3001\u5b66\u6b74\u3068\u8077\u6b74\u306e\u9805\u76ee\u3054\u3068\u306b\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u7167\u5408\u3068\u5224\u5b9a\u306e\u8aad\u307f\u66ff\u3048\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u9805\u76ee\u306e\u7a2e\u985e | \u8868\u306e\u30bf\u30a4\u30c8\u30eb\u3068\u898b\u51fa\u3057\u3067\u5b66\u6b74\u304b\u8077\u6b74\u304b\u3092\u6c7a\u3081\u308b | \u3069\u3061\u3089\u3068\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u5b66\u6821\u540d\u30fb\u4f1a\u793e\u540d | \u5019\u88dc\u8005\u306e\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u3001\u539f\u6587\u306e\u307e\u307e\u5225\u3005\u306b | \u7247\u65b9\u3057\u304b\u7121\u3051\u308c\u3070\u3001\u7121\u3044\u307b\u3046\u3092 `missing` |\n| \u5b66\u4f4d\u30fb\u5c02\u653b | \u539f\u6587\u306e\u307e\u307e\u3002\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u5225\u3005\u306b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8077\u4f4d | \u539f\u6587\u306e\u307e\u307e\u3002\u671f\u9593\u4e2d\u306b\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u5168\u90e8\u3092\u4e26\u3079\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u671f\u9593 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u6708\u307e\u3067\u3057\u304b\u7121\u3051\u308c\u3070\u6708\u307e\u3067\u3092\u8a18\u9332 |\n| \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a | \u539f\u6587\u306e\u307e\u307e\u3002\u8aad\u307f\u66ff\u3048\u306f\u3057\u306a\u3044 | \u5224\u5b9a\u306e\u5217\u304c\u7a7a\u306a\u3089 `missing` |\n| \u7167\u4f1a\u5148 | \u539f\u6587\u306e\u307e\u307e\uff08\u5927\u5b66\u306e\u8a18\u9332\u4fc2\u3001\u524d\u8077\u306e\u4eba\u4e8b\u90e8\u3001\u516c\u7684\u306a\u7167\u4f1a\u306e\u4ed5\u7d44\u307f \u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u30b3\u30e1\u30f3\u30c8 | \u539f\u6587\u306e\u307e\u307e\u5168\u6587 | \u8981\u7d04\u3057\u306a\u3044 |\n\n**\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u5225\u3005\u306b\u53d6\u308b\u306e\u304c\u3001\u3053\u306e\u8a18\u4e8b\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u7b2c1\u7ae0\u306e\u3068\u304a\u308a\u3001\u30ec\u30dd\u30fc\u30c8\u306e Verified \u306f\u300c\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u304c\u5408\u3063\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002**Python \u306f\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u7533\u544a\u3068\u81ea\u793e\u306e\u5fdc\u52df\u66f8\u985e\u3092\u7167\u3089\u3057\u3001\u7167\u4f1a\u7d50\u679c\u3068\u81ea\u793e\u306e\u5fdc\u52df\u66f8\u985e\u3082\u7167\u3089\u3057\u307e\u3059\u3002** \u7247\u65b9\u3057\u304b\u53d6\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3053\u306e2\u672c\u306e\u7167\u5408\u304c\u3067\u304d\u307e\u305b\u3093\u3002\n\n**\u30b3\u30e1\u30f3\u30c8\u3092\u8981\u7d04\u3055\u305b\u306a\u3044\u306e\u3082\u5927\u4e8b\u3067\u3059\u3002** \u300cRegistrar did not respond after 3 attempts\u300d\u3068\u300cInstitution closed in 2018\u300d\u306f\u3001\u3069\u3061\u3089\u3082\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u7406\u7531\u3067\u3059\u304c\u3001**\u6b21\u306b\u983c\u3080\u4ee3\u308f\u308a\u306e\u66f8\u985e\u304c\u9055\u3044\u307e\u3059\u3002** \u8981\u7d04\u3059\u308b\u3068\u3053\u306e\u533a\u5225\u304c\u843d\u3061\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u306e\u8aad\u307f\u66ff\u3048 | \u5bfe\u5fdc\u8868\u3067 Python \u304c\u884c\u3046\u3002\u8abf\u67fb\u4f1a\u793e\u3054\u3068\u306b\u8a00\u3044\u65b9\u304c\u9055\u3046 |\n| \u5fdc\u52df\u66f8\u985e\u3068\u306e\u7167\u5408 | \u5225\u540d\u306e\u4e00\u89a7\u3068\u898f\u5247\u3067 Python \u304c\u884c\u3046 |\n| \u7d4c\u6b74\u304c\u8aa4\u3063\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u5019\u88dc\u8005\u306e\u8aac\u660e\u3092\u805e\u3044\u305f\u3046\u3048\u3067\u63a1\u7528\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b |\n| \u30b3\u30e1\u30f3\u30c8\u306e\u8981\u7d04\u3084\u8a00\u3044\u63db\u3048 | \u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u7406\u7531\u306e\u533a\u5225\u304c\u843d\u3061\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9593\u3084\u8077\u4f4d\u306e\u88dc\u5b8c | \u5fdc\u52df\u66f8\u985e\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u7167\u4f1a\u7d50\u679c\u306e\u5728\u7c4d\u671f\u9593\u304c\u7a7a\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u7533\u544a\u306e\u6b04\u306e\u65e5\u4ed8\u3092\u53c2\u8003\u306b\u57cb\u3081\u308b\u3068\u3001**\u7167\u5408\u306f\u5fc5\u305a\u4e00\u81f4\u3057\u3001\u7167\u4f1a\u3067\u304d\u3066\u3044\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u307e\u3067\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306fSaaS\u4f01\u696d\u306e\u63a1\u7528\u30c1\u30fc\u30e0\u3067\u3001\u6d77\u5916\u306e\u8abf\u67fb\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8868\u306e\u30bb\u30eb\u3068\u5168\u6587\uff09\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u5358\u4f4d\u3011\n\u30ec\u30dd\u30fc\u30c8\u306e\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\uff08component\uff09\u3054\u3068\u306b1\u4ef6\u3002\ncomponent_type \u306f education \u304b employment\u3002\n\n\u3010\u9805\u76ee\u3054\u3068\u306b\u53d6\u308a\u51fa\u3059\u3082\u306e\u3011\ninstitution_provided_raw\u3001institution_verified_raw\u3001\ndegree_provided_raw\u3001degree_verified_raw\u3001major_provided_raw\u3001major_verified_raw\u3001\ntitles_provided_raw\uff08\u914d\u5217\uff09\u3001titles_verified_raw\uff08\u914d\u5217\uff09\u3001\nstart_provided_raw\u3001start_verified_raw\u3001end_provided_raw\u3001end_verified_raw\u3001\nstart_verified\u3001end_verified\uff08\u89e3\u91c8\u3067\u304d\u308b\u3068\u304d\u3060\u3051\uff09\u3001\nvendor_status_raw\u3001verification_source_raw\u3001comments_raw\u3001\n\u5404\u5024\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3001\u8868\u306e\u756a\u53f7\u3001\u884c\u3068\u5217\uff09\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\uff08\u30bb\u30eb\u304c\u7a7a\u3001\u307e\u305f\u306f\u884c\u304c\u7121\u3044\uff09\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- provided\uff08\u5019\u88dc\u8005\u306e\u7533\u544a\uff09\u3068 verified\uff08\u7167\u4f1a\u3067\u78ba\u304b\u3081\u305f\u5024\uff09\u306f\u3001\n  \u8868\u306e\u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u304d\u306f\n  \u4e21\u65b9\u3068\u3082 ambiguous \u306b\u3057\u3001\u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- verified \u306e\u6b04\u304c\u7a7a\u306a\u3089 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002provided \u306e\u5024\u3084\u3001\n  \u307b\u304b\u306e\u9805\u76ee\u306e\u5024\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051 YYYY-MM-DD \u3067\n  \u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6708\u307e\u3067\u306a\u3089 YYYY-MM \u3068\u3057\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- vendor_status_raw \u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  Verified \u3084 Discrepancy \u3092\u8a00\u3044\u63db\u3048\u305f\u308a\u3001\u307e\u3068\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- comments_raw \u306f\u8981\u7d04\u305b\u305a\u3001\u5168\u6587\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u6b74\u304c\u6b63\u3057\u3044\u304b\u3001\u5019\u88dc\u8005\u306b\u554f\u984c\u304c\u3042\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u72af\u7f6a\u6b74\u30fb\u4fe1\u7528\u60c5\u5831\u30fb\u5065\u5eb7\u30fb\u5bb6\u65cf\u30fb\u51fa\u8eab\u5730\u306b\u95a2\u3059\u308b\u8a18\u8f09\u304c\u3042\u3063\u3066\u3082\u3001\n  \u53d6\u308a\u51fa\u3055\u305a\u306b other_sections \u306b\u898b\u51fa\u3057\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3001\u540c\u610f\u66f8\u3001\u672c\u4eba\u78ba\u8a8d\u306e\u66f8\u985e\u306a\u3069\uff09\u3068\n  \u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_tables_forms_queries}\n```\n\n**\u300c\u72af\u7f6a\u6b74\u30fb\u4fe1\u7528\u60c5\u5831\u2026\u306f\u53d6\u308a\u51fa\u3055\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u8abf\u67fb\u4f1a\u793e\u306b\u3088\u3063\u3066\u306f\u3001\u983c\u3093\u3067\u3044\u306a\u3044\u7167\u4f1a\u306e\u898b\u51fa\u3057\u3084\u3001\u7167\u4f1a\u306e\u5bfe\u8c61\u5916\u3067\u3042\u308b\u65e8\u306e\u8a18\u8f09\u304c\u30ec\u30dd\u30fc\u30c8\u306b\u5165\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u306e\u306f\u5b66\u6b74\u3068\u8077\u6b74\u3060\u3051\u3067\u3001\u305d\u308c\u4ee5\u5916\u306e\u8a18\u8f09\u306f\u5024\u3068\u3057\u3066\u4e00\u89a7\u306b\u5165\u308c\u307e\u305b\u3093\u3002** \u898b\u51fa\u3057\u306e\u540d\u524d\u3060\u3051\u3092\u6b8b\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u304c\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u300c\u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u304d\u306f\u4e21\u65b9 ambiguous\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** \u5217\u898b\u51fa\u3057\u304c1\u884c\u76ee\u306b\u7121\u3044\u8868\u3084\u3001\u8abf\u67fb\u4f1a\u793e\u306e\u30ed\u30b4\u306e\u4e0b\u306b\u5c0f\u3055\u304f\u66f8\u304b\u308c\u305f\u898b\u51fa\u3057\u306f\u3001OCR\u3067\u898b\u51fa\u3057\u3068\u5224\u5b9a\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u306e\u3068\u304d\u306bAI\u304c\u5de6\u53f3\u306e\u5217\u306e\u610f\u5473\u3092\u63a8\u6e2c\u3059\u308b\u3068\u3001\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u304c\u9006\u306b\u306a\u308a\u3001\u7167\u5408\u306e\u7d50\u679c\u304c\u3059\u3079\u3066\u305a\u308c\u307e\u3059\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"candidate_id\": \"\",\n  \"order_id\": \"\",\n  \"report_type_raw\": \"Interim Report\",\n  \"overall_status_raw\": \"In Progress\",\n  \"document_type\": \"background_check_report\",\n  \"components\": [\n    {\n      \"component_type\": \"employment\",\n      \"institution_provided_raw\": \"Acme Cloud Pvt Ltd\",\n      \"institution_verified_raw\": \"ACME CLOUD PRIVATE LIMITED\",\n      \"titles_provided_raw\": [\"Engineer\"],\n      \"titles_verified_raw\": [\"Engineer\"],\n      \"start_provided_raw\": \"07\/2019\",\n      \"start_verified_raw\": \"01-Jul-2019\",\n      \"start_verified\": \"2019-07-01\",\n      \"end_verified_raw\": \"30-Jun-2024\",\n      \"end_verified\": \"2024-06-30\",\n      \"vendor_status_raw\": \"Verified\",\n      \"verification_source_raw\": \"HR Department\",\n      \"comments_raw\": \"\",\n      \"items\": [\n        { \"item\": \"titles_verified\", \"status\": \"ok\", \"confidence\": 0, \"source\": \"p3:T2:R4C3\" }\n      ]\n    }\n  ],\n  \"other_sections\": [],\n  \"request_draft\": \"\"\n}\n```\n\n**`confidence` \u306f\u3001Textract \u304c\u305d\u306e\u30bb\u30eb\u306b\u4ed8\u3051\u305f\u4fe1\u983c\u5ea6\u3092 Python \u304c\u3042\u3068\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002** AI\u306b\u306f\u4fe1\u983c\u5ea6\u3092\u4ed8\u3051\u76f4\u3055\u305b\u307e\u305b\u3093\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u306e\u5370\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3067 `vendor_status_raw` \u3092\u8aad\u307f\u66ff\u3048\u3001\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3068\u7167\u3089\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `match` | \u7167\u4f1a\u7d50\u679c\u304c\u5fdc\u52df\u66f8\u985e\u3068\u4e00\u81f4\u3057\u3001\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c verified |\n| `app_mismatch` | \u7167\u4f1a\u7d50\u679c\u304b\u7533\u544a\u304c\u3001\u5fdc\u52df\u66f8\u985e\u3068\u57fa\u6e96\u3092\u8d85\u3048\u3066\u9055\u3046\uff08**\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c verified \u3067\u3082\u4ed8\u3051\u308b**\uff09 |\n| `vendor_discrepancy` | \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c discrepancy |\n| `unable` | \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c unable |\n| `pending` | \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c pending\u3001\u307e\u305f\u306f\u4f9d\u983c\u3057\u305f\u306e\u306b\u30ec\u30dd\u30fc\u30c8\u306b\u884c\u304c\u7121\u3044 |\n| `needs_human` | `ambiguous`\u3001`unreadable` \u306e\u5024\u304c\u3042\u308b\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5224\u5b9a\u3001\u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8\u3067\u306a\u3044\u66f8\u985e |\n\n**\u671f\u9593\u306e\u57fa\u6e96\u306f\u793e\u5185\u3067\u6c7a\u3081\u307e\u3059\u3002** \u4f8b\u3048\u3070\u300c\u5165\u793e\u65e5\u30fb\u9000\u8077\u65e5\u3068\u30821\u304b\u6708\u4ee5\u5185\u306e\u305a\u308c\u306f `match`\u300d\u306e\u3088\u3046\u306b\u3001**\u6708\u306e\u5358\u4f4d\u3067\u66f8\u304f\u56fd\u3068\u65e5\u306e\u5358\u4f4d\u3067\u66f8\u304f\u56fd\u304c\u6df7\u3056\u308b\u306e\u3067\u3001\u305a\u308c\u306e\u8a31\u5bb9\u3092\u8868\u3067\u6301\u305f\u305b\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u524d\u306e\u7248\u3068\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u9805\u76ee\u3054\u3068\u306b\u5370\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u9014\u4e2d\u7248\u3067 `pending` \u3060\u3063\u305f\u9805\u76ee\u304c\u6700\u7d42\u7248\u3067\u4f55\u306b\u306a\u3063\u305f\u304b\u3092\u3001**\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u9805\u76ee\u5358\u4f4d\u3067\u4e26\u3079\u3089\u308c\u307e\u3059\u3002** `pending` \u304b\u3089 `vendor_discrepancy` \u306b\u5909\u308f\u3063\u305f\u9805\u76ee\u306f\u3001\u4e00\u89a7\u306e\u5148\u982d\u306b\u51fa\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u539f\u6587\u3068\u89e3\u91c8\u3092\u4e26\u3079\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u63a1\u7528\u62c5\u5f53\u306f\u3001`start_verified_raw` \u3068 `start_verified` \u3092\u4e26\u3079\u3066\u898b\u308c\u3070\u3001**\u65e5\u4ed8\u306e\u89e3\u91c8\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u6587\u3067\u78ba\u304b\u3081\u306a\u304c\u3089\u5019\u88dc\u8005\u306b\u8aac\u660e\u3092\u6c42\u3081\u3089\u308c\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u30ec\u30dd\u30fc\u30c8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u78ba\u8a8d\u30fb\u4f9d\u983c\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d |\n| \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08\u51fa\u529b\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3001\u307e\u305f\u306fAPI\u304c\u3042\u308c\u3070API\uff09 | \u5fdc\u52df\u66f8\u985e\u306e\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\u3092\u5f15\u304f |\n| \u78ba\u8a8d\u306e\u9032\u307f\u5177\u5408\u306e\u8868 | \u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f | \u4f9d\u983c\u306e\u5185\u5bb9\u3092\u5f15\u304d\u3001\u9805\u76ee\u3054\u3068\u306e\u5370\u3068\u7248\u3092\u66f8\u304f |\n| \u63a1\u7528\u62c5\u5f53\u3078\u306e\u901a\u77e5 | \u30e1\u30fc\u30eb\u307e\u305f\u306f\u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u5370\u306e\u4ed8\u3044\u305f\u5019\u88dc\u8005\u3068\u3001\u6bce\u671d\u306e\u8ffd\u3044\u304b\u3051\u306e\u4e00\u89a7 |\n\n**\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30ec\u30dd\u30fc\u30c8\u306b\u5408\u308f\u305b\u3066\u5fdc\u52df\u66f8\u985e\u306e\u8077\u6b74\u3092\u76f4\u3059\u304b\u306f\u3001**\u5019\u88dc\u8005\u306b\u4e8b\u60c5\u3092\u805e\u3044\u305f\u3046\u3048\u3067\u63a1\u7528\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u76f4\u3059\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u3042\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u5fdc\u52df\u66f8\u985e\u304b\u3089\u6d88\u3048\u307e\u3059\u3002\n\n**\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u9805\u76ee\u3092\u53d6\u308b\u65b9\u6cd5\u306f\u3001\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** API\u3067\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3092\u53d6\u308c\u308b\u88fd\u54c1\u306a\u3089API\u3092\u4f7f\u3044\u3001\u53d6\u308c\u306a\u3044\u88fd\u54c1\u306a\u3089\u3001**\u6bce\u671d\u306e\u5b9a\u6642\u306b\u5019\u88dc\u8005\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u306b\u7f6e\u304d\u3001\u305d\u308c\u3092 Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u3057\u3066\u3044\u308b\u88fd\u54c1\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002","human_review":"**\u63a1\u7528\u62c5\u5f53\u304c\u958b\u304f\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u9805\u76ee\u3067\u3059\u3002** `match` \u306e\u9805\u76ee\u306f\u3001\u5019\u88dc\u8005\u3054\u3068\u306e\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u5217\u898b\u51fa\u3057\u304c\u8aad\u3081\u306a\u3044\u8868\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5224\u5b9a\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u4ee5\u5916\u306e\u898b\u51fa\u3057\u3092\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`app_mismatch` \u3068 `vendor_discrepancy` \u3092\u5019\u88dc\u8005\u306b\u805e\u304f** \u2026 \u8077\u4f4d\u306e\u547c\u3073\u65b9\u306e\u9055\u3044\u3001\u8a66\u7528\u671f\u9593\u3084\u696d\u52d9\u59d4\u8a17\u306e\u671f\u9593\u306e\u6271\u3044\u3001\u793e\u540d\u306e\u5909\u66f4\u306a\u3069\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`unable` \u306e\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u983c\u3080** \u2026 \u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u7406\u7531\uff08\u7167\u4f1a\u5148\u306e\u7121\u56de\u7b54\u30fb\u9589\u9396\u30fb\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u5207\u308c\u306a\u3069\uff09\u306b\u5408\u308f\u305b\u3066\u3001\u5352\u696d\u8a3c\u66f8\u3001\u6210\u7e3e\u8a3c\u660e\u66f8\u3001\u5728\u8077\u8a3c\u660e\u66f8\u3001\u7d66\u4e0e\u660e\u7d30\u306a\u3069\u3092\u983c\u307f\u307e\u3059\n4. **`pending` \u306e\u6700\u7d42\u7248\u3092\u5f85\u3064** \u2026 \u6bce\u671d\u306e\u4e00\u89a7\u3067\u8ffd\u3044\u304b\u3051\u307e\u3059\n5. **\u63a1\u7528\u306e\u8cac\u4efb\u8005\u306b\u4e0a\u3052\u308b** \u2026 \u5019\u88dc\u8005\u306e\u8aac\u660e\u3068\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u305d\u308d\u3048\u3066\u6e21\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3067\u5019\u88dc\u8005\u306b\u805e\u304f\u524d\u306b\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u753b\u50cf\u3092\u5fc5\u305a\u898b\u307e\u3059\u3002** OCR\u304c\u65e5\u4ed8\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u305f\u3060\u3051\u306e\u98df\u3044\u9055\u3044\u3092\u5019\u88dc\u8005\u306b\u554f\u3044\u305f\u3060\u3059\u3068\u3001**\u5185\u5b9a\u8005\u3068\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304d\u307e\u3059\u3002** \u753b\u50cf\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u9023\u7d61\u3059\u308b\u306e\u3092\u3001\u624b\u9806\u3068\u3057\u3066\u56fa\u5b9a\u3057\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u53d7\u3051\u53d6\u308a\u306e\u6bb5\u3067\u89e3\u9664\u3057\u3066\u304b\u3089\u4fdd\u5b58\u3059\u308b** |\n| XFA\u5f62\u5f0f\u306ePDF | \u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u3002\u8abf\u67fb\u4f1a\u793e\u306b\u901a\u5e38\u306ePDF\u3092\u983c\u3080 |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u30ec\u30dd\u30fc\u30c8 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u5217\u898b\u51fa\u3057\u304c\u53d6\u308c\u305a\u3001\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u533a\u5225\u3067\u304d\u306a\u3044 | \u4e21\u65b9 `ambiguous`\u3002**\u753b\u50cf\u3067\u4eba\u304c\u5217\u306e\u610f\u5473\u3092\u6c7a\u3081\u308b** |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5224\u5b9a\u306e\u8a00\u3044\u65b9 | `needs_human`\u3002\u4eba\u304c\u6c7a\u3081\u305f\u8aad\u307f\u66ff\u3048\u3092\u5bfe\u5fdc\u8868\u306b\u8db3\u3059 |\n| \u4f9d\u983c\u3057\u305f\u306e\u306b\u30ec\u30dd\u30fc\u30c8\u306b\u884c\u304c\u7121\u3044 | `pending`\u3002**\u8abf\u67fb\u4f1a\u793e\u306b\u7167\u4f1a\u306e\u72b6\u6cc1\u3092\u554f\u3044\u5408\u308f\u305b\u308b** |\n| \u983c\u3093\u3067\u3044\u306a\u3044\u7167\u4f1a\u306e\u898b\u51fa\u3057\u304c\u3042\u308b | \u5024\u3092\u53d6\u308a\u51fa\u3055\u305a\u3001\u898b\u51fa\u3057\u306e\u540d\u524d\u3060\u3051\u3092\u8a18\u9332\u3057\u3066\u4eba\u3078 |\n| \u540c\u3058\u4f9d\u983c\u756a\u53f7\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u4e8c\u5ea6\u5c4a\u304f | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u3067\u7167\u3089\u3057\u3001\u540c\u3058\u306a\u3089\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u3089\u306a\u3044 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u30685\u884c\u76ee\u304c\u3001\u7167\u5408\u306e\u8aa4\u308a\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u3069\u306e\u5024\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u304b\u300d\u306e\u53d6\u308a\u9055\u3048\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001\u4e00\u89a7\u306e\u5370\u304c\u307e\u3068\u3081\u3066\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","log_storage":"- \u5143\u306e\u30ec\u30dd\u30fc\u30c8\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u5019\u88dc\u8005ID\u3001\u4f9d\u983c\u756a\u53f7\u3001\u7248\uff08\u9014\u4e2d\u7248\uff0f\u6700\u7d42\u7248\uff09\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3001\u539f\u6587\u3068\u89e3\u91c8\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3001\u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3001\u5225\u540d\u306e\u4e00\u89a7\u306e\u7248**\n- **\u63a1\u7528\u62c5\u5f53\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332\u3068\u3001\u5019\u88dc\u8005\u304b\u3089\u805e\u3044\u305f\u8aac\u660e**\n- \u4ee3\u308f\u308a\u306e\u66f8\u985e\u306e\u4f9d\u983c\u3068\u3001\u5c4a\u3044\u305f\u66f8\u985e\u3068\u306e\u5bfe\u5fdc\n- \u7167\u4f1a\u306e\u540c\u610f\u3092\u53d6\u3063\u305f\u65e5\u3068\u3001\u540c\u610f\u306e\u7bc4\u56f2\n\n**\u4fdd\u5b58\u306e\u671f\u9593\u3068\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002** \u30ec\u30dd\u30fc\u30c8\u306b\u306f\u5019\u88dc\u8005\u306e\u5b66\u6b74\u30fb\u8077\u6b74\u3068\u3001\u7167\u4f1a\u5148\u306e\u62c5\u5f53\u8005\u306e\u60c5\u5831\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u63a1\u7528\u306b\u81f3\u3089\u306a\u304b\u3063\u305f\u5019\u88dc\u8005\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u3044\u3064\u6d88\u3059\u304b**\u3082\u3001\u3053\u3053\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002","implementation_level":"\u534a\u81ea\u52d5\u5316","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":5,"assumption_frequency":90,"assumption_workdays":20,"volume_month":90,"before_minutes_per_case":40,"after_minutes_per_case":12,"hourly_cost":3500,"before_hours_month":60,"after_hours_month":18,"saved_hours_month":42,"reduction_rate":70,"saved_hours_year":504,"annual_cost_effect":1764000,"summary":"\u8abf\u67fb\u4f1a\u793e\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u7167\u4f1a\u7d50\u679c\u3092\u5fdc\u52df\u66f8\u985e\u306e\u8a18\u8f09\u30681\u9805\u76ee\u305a\u3064\u7167\u3089\u3057\u307e\u3059\u3002\u98df\u3044\u9055\u3044\u3068\u3001\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u30fb\u7167\u4f1a\u4e2d\u306e\u9805\u76ee\u3092\u4e00\u89a7\u306b\u3057\u3066\u63a1\u7528\u62c5\u5f53\u3078\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u8abf\u67fb\u4f1a\u793e\u304b\u3089\u5b8c\u4e86\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u304c\u5c4a\u304d\u3001\u62c5\u5f53\u8005\u304c\u4f9d\u983c\u753b\u9762\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u306ePDF\u3092\u53d6\u308a\u51fa\u3057\u3066\u5171\u6709\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u30ec\u30dd\u30fc\u30c8\u3092\u958b\u304d\u3001\u8868\u7d19\u306e\u5168\u4f53\u306e\u5224\u5b9a\u3068\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\u3054\u3068\u306e\u5224\u5b9a\u3092\u8aad\u3080\n3. \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u5019\u88dc\u8005\u306e\u5fdc\u52df\u66f8\u985e\u3092\u958b\u304d\u3001\u5b66\u6821\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5352\u696d\u5e74\u3001\u4f1a\u793e\u540d\u30fb\u8077\u4f4d\u30fb\u5728\u7c4d\u671f\u9593\u3092\u898b\u6bd4\u3079\u308b\n4. \u8abf\u67fb\u4f1a\u793e\u306e\u30b3\u30e1\u30f3\u30c8\u6b04\u3092\u8aad\u307f\u3001\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u7406\u7531\u3084\u7167\u4f1a\u4e2d\u306e\u7d4c\u904e\u3092\u62fe\u3046\n5. \u98df\u3044\u9055\u3044\u3068\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306b\u30e1\u30e2\u3059\u308b\n6. \u98df\u3044\u9055\u3044\u304c\u3042\u308c\u3070\u3001\u5019\u88dc\u8005\u306b\u4e8b\u60c5\u3092\u805e\u304f\u30e1\u30fc\u30eb\u3092\u66f8\u304f\u3002\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u304c\u3042\u308c\u3070\u3001\u5352\u696d\u8a3c\u66f8\u3084\u5728\u8077\u8a3c\u660e\u66f8\u306a\u3069\u306e\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u983c\u3080\n7. \u7d50\u679c\u3092\u63a1\u7528\u306e\u8cac\u4efb\u8005\u306b\u5831\u544a\u3057\u3001\u7167\u4f1a\u4e2d\u306e\u9805\u76ee\u306f\u6700\u7d42\u7248\u3092\u5f85\u3064\n\n**\uff08a\uff09Verified \u306e\u307e\u307e\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3002** \u30ec\u30dd\u30fc\u30c8\u306e\u5224\u5b9a\u304c\u3059\u3079\u3066 Verified \u306a\u3089\u3001\u62c5\u5f53\u8005\u306f\u5fdc\u52df\u66f8\u985e\u3068\u306e\u898b\u6bd4\u3079\u3092\u7701\u304d\u304c\u3061\u3067\u3059\u3002**\u5fdc\u52df\u66f8\u985e\u3067\u306f\u300cSenior Engineer\u30012019\u5e741\u6708\u301c2024\u5e746\u6708\u300d\u3001\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u7533\u544a\u3082\u7167\u4f1a\u7d50\u679c\u3082\u300cEngineer\u30012019\u5e747\u6708\u301c2024\u5e746\u6708\u300d\u3002** \u30ec\u30dd\u30fc\u30c8\u306e\u4e2d\u3067\u306f\u5408\u3063\u3066\u3044\u308b\u306e\u3067 Verified \u3067\u3059\u3002\u98df\u3044\u9055\u3044\u306f\u3001\u5fdc\u52df\u66f8\u985e\u3068\u4e26\u3079\u3066\u521d\u3081\u3066\u898b\u3048\u307e\u3059\u3002\n\n**\uff08b\uff09\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u306e\u8ffd\u3044\u304b\u3051\u304c\u6f0f\u308c\u308b\u3002** \u300cUnable to verify\u300d\u306e\u9805\u76ee\u306f\u3001\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u5019\u88dc\u8005\u306b\u983c\u3080\u306e\u304c\u793e\u5185\u306e\u6c7a\u307e\u308a\u3067\u3059\u3002**\u3068\u3053\u308d\u304c\u4f9d\u983c\u304c\u62c5\u5f53\u8005\u306e\u624b\u5143\u306e\u30e1\u30e2\u306b\u3057\u304b\u7121\u304f\u3001\u5165\u793e\u65e5\u306e\u76f4\u524d\u306b\u306a\u3063\u3066\u66f8\u985e\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u3068\u5206\u304b\u308a\u307e\u3059\u3002**\n\n**\uff08c\uff09\u9014\u4e2d\u7248\u3068\u6700\u7d42\u7248\u306e\u53d6\u308a\u9055\u3048\u3002** 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**\u3010\u81ea\u52d5\u3011** \u8abf\u67fb\u4f1a\u793e\u306e\u5b8c\u4e86\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u3092\u53d7\u3051\u3001\u30ec\u30dd\u30fc\u30c8\u306ePDF\u3092\u53d6\u308a\u51fa\u3057\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u3001\u5019\u88dc\u8005ID\u3068\u7248\uff08\u9014\u4e2d\u7248\uff0f\u6700\u7d42\u7248\uff09\u3092\u6c7a\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** OCR\u304c\u30ec\u30dd\u30fc\u30c8\u306e\u5168\u6587\u3001\u8868\u306e\u30bb\u30eb\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\u3054\u3068\u306b\u3001\u5019\u88dc\u8005\u306e\u7533\u544a\u3001\u7167\u4f1a\u3067\u78ba\u304b\u3081\u305f\u5024\u3001\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u3001\u7167\u4f1a\u5148\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u53d6\u308a\u51fa\u3057\u3066\u539f\u6587\u306e\u307e\u307e\u8a18\u9332\u3059\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u306e\u8a00\u3044\u65b9\u3092\u793e\u5185\u306e\u533a\u5206\u306b\u8aad\u307f\u66ff\u3048\u3001\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3068\u898f\u5247\u3067\u7167\u3089\u3059\n6. **\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u540c\u3058\u5019\u88dc\u8005\u306e\u524d\u306e\u7248\u3068\u6bd4\u3079\u3001\u5224\u5b9a\u304c\u5909\u308f\u3063\u305f\u9805\u76ee\u306b\u5370\u3092\u4ed8\u3051\u308b\n7. **\u3010\u81ea\u52d5\u3011** \u98df\u3044\u9055\u3044\u306b\u306f\u5019\u88dc\u8005\u3078\u306e\u78ba\u8a8d\u306e\u6587\u9762\u3001\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u306b\u306f\u4ee3\u308f\u308a\u306e\u66f8\u985e\u306e\u4f9d\u983c\u306e\u6587\u9762\u3092\u4e0b\u66f8\u304d\u3059\u308b\n8. **\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3092\u30ec\u30dd\u30fc\u30c8\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3066\u78ba\u304b\u3081\u3001\u5019\u88dc\u8005\u3078\u9023\u7d61\u3059\u308b\n9. **\u3010\u4eba\u3011** \u63a1\u7528\u306e\u8cac\u4efb\u8005\u304c\u3001\u5019\u88dc\u8005\u306e\u8aac\u660e\u3068\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u898b\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b\n\n**8\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u63a1\u7528\u62c5\u5f53\u306f90\u901a\u3092\u6700\u521d\u304b\u3089\u8aad\u307f\u76f4\u3059\u306e\u3067\u306f\u306a\u304f\u3001**\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3060\u3051\u3092\u30ec\u30dd\u30fc\u30c8\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3067\u78ba\u304b\u3081\u307e\u3059\u3002** \u5370\u306e\u7121\u3044\u3082\u306e\u306f\u3001\u5019\u88dc\u8005\u3054\u3068\u306e\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n**5\u756a\u76ee\u30686\u756a\u76ee\u3092AI\u306b\u3055\u305b\u306a\u3044\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u671f\u9593\u306e\u6bd4\u8f03\u3001\u5b66\u6821\u540d\u30fb\u4f1a\u793e\u540d\u306e\u7167\u5408\u3001\u5224\u5b9a\u306e\u8aad\u307f\u66ff\u3048\u3001\u7248\u306e\u6bd4\u8f03\u3002**\u3069\u308c\u3082\u898f\u5247\u3067\u6c7a\u307e\u308b\u6bd4\u8f03\u3067\u3001AI\u306b\u306f\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u5024\u3092\u8aad\u307f\u53d6\u308b\u3068\u3053\u308d\u307e\u3067\u3092\u3055\u305b\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u8abf\u67fb\u4f1a\u793e\u306e\u5b8c\u4e86\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u3092\u53d7\u3051\u3001\u30ec\u30dd\u30fc\u30c8\u306ePDF\u3092\u53d6\u308a\u51fa\u3057\u3066\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u3001\u5019\u88dc\u8005ID\u3068\u7248\uff08\u9014\u4e2d\u7248\uff0f\u6700\u7d42\u7248\uff09\u3092\u6c7a\u3081\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u30ec\u30dd\u30fc\u30c8\u306e\u5168\u6587\u3001\u8868\u306e\u30bb\u30eb\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6\u3092\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\u3054\u3068\u306b\u3001\u5019\u88dc\u8005\u306e\u7533\u544a\u3001\u7167\u4f1a\u3067\u78ba\u304b\u3081\u305f\u5024\u3001\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u3001\u7167\u4f1a\u5148\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u53d6\u308a\u51fa\u3057\u3066\u539f\u6587\u306e\u307e\u307e\u8a18\u9332\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u306e\u8a00\u3044\u65b9\u3092\u793e\u5185\u306e\u533a\u5206\u306b\u8aad\u307f\u66ff\u3048\u3001\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3068\u898f\u5247\u3067\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u540c\u3058\u5019\u88dc\u8005\u306e\u524d\u306e\u7248\u3068\u6bd4\u3079\u3001\u5224\u5b9a\u304c\u5909\u308f\u3063\u305f\u9805\u76ee\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u98df\u3044\u9055\u3044\u306b\u306f\u5019\u88dc\u8005\u3078\u306e\u78ba\u8a8d\u306e\u6587\u9762\u3001\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u306b\u306f\u4ee3\u308f\u308a\u306e\u66f8\u985e\u306e\u4f9d\u983c\u306e\u6587\u9762\u3092\u4e0b\u66f8\u304d\u3059\u308b","**\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c\u3001\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3092\u30ec\u30dd\u30fc\u30c8\u306e\u753b\u50cf\u3068\u898b\u6bd4\u3079\u3066\u78ba\u304b\u3081\u3001\u5019\u88dc\u8005\u3078\u9023\u7d61\u3059\u308b","**\u3010\u4eba\u3011** \u63a1\u7528\u306e\u8cac\u4efb\u8005\u304c\u3001\u5019\u88dc\u8005\u306e\u8aac\u660e\u3068\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u898b\u3066\u6271\u3044\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u8abf\u67fb\u4f1a\u793e\u306e\u5b8c\u4e86\u306e\u901a\u77e5\u30e1\u30fc\u30eb\uff08\u30ec\u30dd\u30fc\u30c8\u306ePDF\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\u3001\u5019\u88dc\u8005ID\u3068\u7248\u306e\u7279\u5b9a\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aTABLES\uff0fFORMS\uff0fQUERIES\uff09\n   \u2502   \u5168\u6587\u3001\u8868\u306e\u30bb\u30eb\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\n   \u25bc\nClaude API \u2500\u2500 \u9805\u76ee\u3054\u3068\u306b\u7533\u544a\u30fb\u7167\u4f1a\u7d50\u679c\u30fb\u5224\u5b9a\u30fb\u7167\u4f1a\u5148\u30fb\u30b3\u30e1\u30f3\u30c8\u3092\u53d6\u308a\u51fa\u3059\n   \u2502   \u2460 \u5b66\u6b74\uff08\u5b66\u6821\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5728\u5b66\u671f\u9593\u30fb\u5352\u696d\u65e5\uff09\n   \u2502   \u2461 \u8077\u6b74\uff08\u4f1a\u793e\u540d\u30fb\u8077\u4f4d\u30fb\u5728\u7c4d\u671f\u9593\uff09\n   \u25bc\nPython \u2500\u2500 \u5224\u5b9a\u306e\u8aad\u307f\u66ff\u3048\u3001\u5fdc\u52df\u66f8\u985e\u3068\u306e\u7167\u5408\u3001\u524d\u306e\u7248\u3068\u306e\u6bd4\u8f03\n   \u25bc\n\u4e00\u89a7\uff08match \uff0f app_mismatch \uff0f vendor_discrepancy \uff0f unable \uff0f pending \uff0f needs_human\uff09\n   \u25bc\n\u3010\u63a1\u7528\u62c5\u5f53\u304c\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3092\u78ba\u8a8d\u3011\n   \u251c\u2500\u2500\u25b6 \u5019\u88dc\u8005\u3078\u306e\u78ba\u8a8d\u30fb\u4ee3\u308f\u308a\u306e\u66f8\u985e\u306e\u4f9d\u983c\uff08\u4e0b\u66f8\u304d\uff09\n   \u2514\u2500\u2500\u25b6 \u63a1\u7528\u306e\u8cac\u4efb\u8005\u304c\u6271\u3044\u3092\u6c7a\u3081\u308b\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08StartDocumentAnalysis\uff0fGetDocumentAnalysis\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08\u30ec\u30dd\u30fc\u30c8\u306e\u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u78ba\u8a8d\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u5224\u5b9a\u306e\u8aad\u307f\u66ff\u3048\u3001\u5fdc\u52df\u66f8\u985e\u3068\u306e\u7167\u5408\u3001\u7248\u306e\u6bd4\u8f03\uff09 | \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u66f8\u985e\u78ba\u8a8d\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u3068\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u30ec\u30dd\u30fc\u30c8\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u8abf\u67fb\u4f1a\u793e\u306e\u4f9d\u983c\u753b\u9762\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001**\u8abf\u67fb\u4f1a\u793e\u3054\u3068\u306e\u5224\u5b9a\u306e\u8a00\u3044\u65b9\u3092\u793e\u5185\u306e\u533a\u5206\u306b\u8aad\u307f\u66ff\u3048\u308b\u5bfe\u5fdc\u8868**\u3092\u4f5c\u308b\u3053\u3068\u3067\u3059\u3002\u300cVerified\u300d\u300cVerified \u2013 Discrepancy\u300d\u300cUnable to Verify\u300d\u300cIn Progress\u300d\u300cInformation Not Provided\u300d\u306e\u3088\u3046\u306b\u3001\u540c\u3058\u610f\u5473\u3067\u3082\u8abf\u67fb\u4f1a\u793e\u306b\u3088\u3063\u3066\u66f8\u304d\u65b9\u304c\u9055\u3044\u307e\u3059\u3002**\u8aad\u307f\u66ff\u3048\u306f\u8868\u3067\u6c7a\u3081\u3001AI\u306b\u306f\u4efb\u305b\u307e\u305b\u3093\u3002**\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u304c\u82f1\u6587\u3067\u3001\u4e2d\u8eab\u306e\u307b\u3068\u3093\u3069\u304c\u8868\u3060\u304b\u3089\u3067\u3059\u3002** \u516c\u5f0f\u306e\u4e0a\u9650\u306e\u8868\u3067\u3001\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3068\u3055\u308c\u3001**\u65e5\u672c\u8a9e\u3084\u4e2d\u56fd\u8a9e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002** \u7e26\u66f8\u304d\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u6d77\u5916\u306e\u8abf\u67fb\u4f1a\u793e\u304c\u51fa\u3059\u82f1\u6587\u306e\u30ec\u30dd\u30fc\u30c8\u306b\u7d5e\u308b\u306e\u3067\u3001\u3053\u306e\u5236\u7d04\u306e\u5185\u5074\u306b\u53ce\u307e\u308a\u307e\u3059\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u8868\uff08`TABLES`\uff09\u3067\u3059\u3002** \u8868\u306f TABLE \u3068 CELL \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u30bb\u30eb\u3054\u3068\u306b\u884c\u3068\u5217\u306e\u756a\u53f7\uff08`RowIndex`\uff0f`ColumnIndex`\uff09\u3068\u4fe1\u983c\u5ea6\u304c\u4ed8\u304d\u307e\u3059\u3002**\u5217\u898b\u51fa\u3057\u306e\u30bb\u30eb\u306b\u306f `COLUMN_HEADER` \u306e\u7a2e\u985e\u304c\u4ed8\u304f**\u306e\u3067\u3001\u3069\u306e\u5217\u304c\u300cProvided\u300d\u3067\u3069\u306e\u5217\u304c\u300cVerified\u300d\u304b\u3092\u898b\u51fa\u3057\u304b\u3089\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002\u8868\u306e\u30bf\u30a4\u30c8\u30eb\u3068\u30d5\u30c3\u30bf\u30fc\u3082\u5225\u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308b\u305f\u3081\u3001**\u300cEducation Verification\u300d\u300cEmployment Verification\u300d\u306e\u3088\u3046\u306a\u8868\u306e\u30bf\u30a4\u30c8\u30eb\u3067\u3001\u5b66\u6b74\u306e\u8868\u304b\u8077\u6b74\u306e\u8868\u304b\u3092\u5206\u3051\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u30ec\u30dd\u30fc\u30c8\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3068\u304d\u3068\u3001\u6bce\u671d9\u6642\u306e\u5b9a\u6642\u3067\u3059\u3002**\n\n1\u3064\u76ee\u306f\u3001**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u30ec\u30dd\u30fc\u30c8\u306ePDF\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068**\u3067\u3059\u3002\u8abf\u67fb\u4f1a\u793e\u306e\u5b8c\u4e86\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u3092\u53d7\u3051\u305f\u3089\u3001\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u307e\u305f\u306f\u30ea\u30f3\u30af\u304b\u3089PDF\u3092\u53d6\u308a\u51fa\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5019\u88dc\u8005ID\u3068\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3092\u4ed8\u3051\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u304c\u52d5\u304d\u3001\u8aad\u307f\u53d6\u308a\u304b\u3089\u4e00\u89a7\u3078\u306e\u8a18\u9332\u307e\u3067\u3092\u6e08\u307e\u305b\u307e\u3059\u3002**\u8abf\u67fb\u4f1a\u793e\u306e\u4f9d\u983c\u756a\u53f7\u3082\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u5165\u308c\u3066\u304a\u304f\u3068\u3001\u540c\u3058\u5019\u88dc\u8005\u306e\u9014\u4e2d\u7248\u3068\u6700\u7d42\u7248\u3092\u7d50\u3073\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002**\n\n2\u3064\u76ee\u306f\u3001**\u6bce\u671d9\u6642\u306e\u5b9a\u6642**\u3067\u3059\u3002\u7167\u4f1a\u4e2d\u306e\u9805\u76ee\u304c\u6b8b\u3063\u3066\u3044\u308b\u5019\u88dc\u8005\u3001\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u306b\u3064\u3044\u3066\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u983c\u3093\u3067\u304b\u30897\u65e5\u305f\u3063\u3066\u3082\u5c4a\u304b\u306a\u3044\u5019\u88dc\u8005\u3001\u5165\u793e\u4e88\u5b9a\u65e5\u307e\u306714\u65e5\u3092\u5207\u3063\u305f\u306e\u306b\u6700\u7d42\u7248\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u5c4a\u3044\u3066\u3044\u306a\u3044\u5019\u88dc\u8005\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u63a1\u7528\u62c5\u5f53\u306b\u9001\u308a\u307e\u3059\u3002**\u9014\u4e2d\u7248\u3092\u53d7\u3051\u53d6\u3063\u305f\u3042\u3068\u306e\u8ffd\u3044\u304b\u3051\u3092\u3001\u62c5\u5f53\u8005\u306e\u8a18\u61b6\u3067\u306f\u306a\u304f\u4e00\u89a7\u306b\u6301\u305f\u305b\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8 | PDF\u3002\u8868\u7d19\u306e\u5168\u4f53\u306e\u5224\u5b9a\u3068\u5b8c\u4e86\u65e5\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\u3054\u3068\u306e\u8868\u3001\u7167\u4f1a\u5148\u3001\u30b3\u30e1\u30f3\u30c8 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u8868\u306e\u30bb\u30eb\uff08\u884c\u30fb\u5217\u306e\u756a\u53f7\u3068\u5217\u898b\u51fa\u3057\uff09\u3001\u30ad\u30fc\u3068\u5024\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u305d\u308c\u305e\u308c\u306e\u4fe1\u983c\u5ea6** | AWS Textract |\n| \u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee | \u5019\u88dc\u8005\u306e\u6c0f\u540d\uff08\u30d1\u30b9\u30dd\u30fc\u30c8\u306e\u8868\u8a18\uff09\u3001\u5b66\u6b74\u306e\u884c\uff08\u5b66\u6821\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5728\u5b66\u671f\u9593\uff09\u3001\u8077\u6b74\u306e\u884c\uff08\u4f1a\u793e\u540d\u30fb\u8077\u4f4d\u30fb\u5728\u7c4d\u671f\u9593\uff09 | \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 |\n| \u4f9d\u983c\u306e\u5185\u5bb9 | \u8abf\u67fb\u4f1a\u793e\u306b\u983c\u3093\u3060\u7167\u4f1a\u306e\u9805\u76ee\u306e\u4e00\u89a7\u3068\u4f9d\u983c\u65e5\u3001\u5165\u793e\u4e88\u5b9a\u65e5 | \u78ba\u8a8d\u306e\u9032\u307f\u5177\u5408\u3092\u7ba1\u7406\u3059\u308b\u8868 |\n| \u5224\u5b9a\u306e\u5bfe\u5fdc\u8868 | \u8abf\u67fb\u4f1a\u793e\u3054\u3068\u306e\u5224\u5b9a\u306e\u8a00\u3044\u65b9\u3068\u3001\u793e\u5185\u306e\u533a\u5206\uff08verified\uff0fdiscrepancy\uff0funable\uff0fpending\uff09 | \u63a1\u7528\u30c1\u30fc\u30e0\u3067\u4f5c\u308b\u8868 |\n| \u540d\u79f0\u306e\u5225\u540d\u306e\u4e00\u89a7 | \u5b66\u6821\u30fb\u4f1a\u793e\u3054\u3068\u306b\u3001\u5fdc\u52df\u66f8\u985e\u3068\u30ec\u30dd\u30fc\u30c8\u306b\u51fa\u3066\u304f\u308b\u540d\u79f0\u306e\u66f8\u304d\u65b9 | \u63a1\u7528\u30c1\u30fc\u30e0\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4f9d\u983c\u306e\u5185\u5bb9\u3068\u540d\u79f0\u306e\u5225\u540d\u306e\u4e00\u89a7\u3067\u3059\u3002** \u4f9d\u983c\u306e\u5185\u5bb9\u304c\u7121\u3044\u3068\u3001**\u983c\u3093\u3060\u306e\u306b\u30ec\u30dd\u30fc\u30c8\u306b\u51fa\u3066\u3053\u306a\u3044\u9805\u76ee**\u306b\u6c17\u3065\u3051\u307e\u305b\u3093\u3002\u8abf\u67fb\u4f1a\u793e\u304c\u7167\u4f1a\u3092\u98db\u3070\u3057\u305f\u9805\u76ee\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u8868\u306b\u884c\u304c\u7121\u3044\u3060\u3051\u3067\u3001\u4f55\u3082\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u304b\u3089\u3067\u3059\u3002\n\n**\u540d\u79f0\u306e\u5225\u540d\u306e\u4e00\u89a7\u306f\u3001\u5b66\u6821\u3067\u7279\u306b\u52b9\u304d\u307e\u3059\u3002** \u5fdc\u52df\u66f8\u985e\u306b\u306f `IIT Bombay` \u3068\u66f8\u304b\u308c\u3001\u30ec\u30dd\u30fc\u30c8\u306b\u306f `Indian Institute of Technology Bombay` \u3068\u66f8\u304b\u308c\u308b\u3002\u5927\u5b66\u306e\u7d71\u5408\u3084\u6539\u79f0\u3067\u3001\u5352\u696d\u6642\u3068\u4eca\u3067\u540d\u524d\u304c\u9055\u3046\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002**\u4e00\u89a7\u306b\u3042\u308b\u66f8\u304d\u65b9\u3060\u3051\u3092\u540c\u3058\u5b66\u6821\u3068\u3057\u3001\u7121\u3044\u3082\u306e\u306f\u4eba\u306b\u898b\u305b\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f StartDocumentAnalysis \u306bS3\u306e\u5834\u6240\u3068 `FeatureTypes` \u3092\u6e21\u3057\u3066\u59cb\u3081\u307e\u3059\u3002**\u5b8c\u4e86\u306f `NotificationChannel` \u306b\u6307\u5b9a\u3057\u305f Amazon SNS \u306e\u30c8\u30d4\u30c3\u30af\u306b\u901a\u77e5\u3055\u308c\u3001\u72b6\u614b\u304c `SUCCEEDED` \u306a\u3089 GetDocumentAnalysis \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\n\n| \u6307\u5b9a\u3059\u308b\u3082\u306e | \u5024 | \u7406\u7531 |\n|:--|:--|:--|\n| `FeatureTypes` | `TABLES`\u3001`FORMS`\u3001`QUERIES` | \u9805\u76ee\u3054\u3068\u306e\u8868\u3001\u8868\u7d19\u306e\u30ad\u30fc\u3068\u5024\u3001\u8868\u7d19\u306e\u5168\u4f53\u306e\u5224\u5b9a\u3068\u5b8c\u4e86\u65e5 |\n| `QueriesConfig` | \u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44 | \u8868\u7d19\u306e\u5024\u3092\u9805\u76ee\u540d\u3067\u53d7\u3051\u53d6\u308b |\n| `ClientRequestToken` | \u5019\u88dc\u8005ID\u3068\u4f9d\u983c\u756a\u53f7\u3068\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u308b\u6587\u5b57\u5217 | \u540c\u3058\u30ec\u30dd\u30fc\u30c8\u3067\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u306a\u3044 |\n| `JobTag` | \u5019\u88dc\u8005ID\u3068\u4f9d\u983c\u756a\u53f7 | \u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u7167\u5408\u306e\u76f8\u624b\u3092\u5f15\u304f |\n| `OutputConfig` | \u81ea\u793e\u306eS3\u306e\u5834\u6240 | \u8aad\u307f\u53d6\u308a\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u4fdd\u5b58\u306b\u56de\u3059 |\n\n`ClientRequestToken` \u306f64\u6587\u5b57\u307e\u3067\u3067\u3001\u82f1\u6570\u5b57\u3068\u30cf\u30a4\u30d5\u30f3\u30fb\u4e0b\u7dda\u3057\u304b\u4f7f\u3048\u307e\u305b\u3093\u3002**\u30cf\u30c3\u30b7\u30e5\u3092\u305d\u306e\u307e\u307e\u9023\u306d\u308b\u3068\u8d85\u3048\u308b\u306e\u3067\u3001\u77ed\u304f\u3057\u3066\u4f7f\u3044\u307e\u3059\u3002**\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `CANDIDATE_NAME` | What is the name of the candidate? |\n| `OVERALL_STATUS` | What is the overall status of the report? |\n| `REPORT_DATE` | What is the report completion date? |\n| `REPORT_TYPE` | Is this an interim report or a final report? |\n| `ORDER_ID` | What is the order or reference number? |\n\n**\u8cea\u554f\u306f\u8868\u7d19\u3060\u3051\u306b\u4f7f\u3044\u3001\u5b66\u6b74\u3068\u8077\u6b74\u306e\u4e2d\u8eab\u306f\u8868\u304b\u3089\u53d6\u308a\u307e\u3059\u3002** \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u305a\u30011\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306730\u500b\u307e\u3067\u3067\u3059\u3002\u9805\u76ee\u306e\u6570\u306f\u5019\u88dc\u8005\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001**\u8cea\u554f\u30671\u9805\u76ee\u305a\u3064\u805e\u304f\u3088\u308a\u3001\u8868\u3092\u305d\u306e\u307e\u307e\u53d6\u3063\u3066\u884c\u3068\u5217\u3067\u8aad\u3080\u307b\u3046\u304c\u6f0f\u308c\u307e\u305b\u3093\u3002**\n\n\u7d50\u679c\u306f1\u56de\u6700\u59271,000\u30d6\u30ed\u30c3\u30af\u3067\u533a\u5207\u3089\u308c\u3001`NextToken` \u304c\u8fd4\u308b\u9650\u308a\u547c\u3073\u76f4\u3057\u307e\u3059\u3002**`JobId` \u306f7\u65e5\u3057\u304b\u6709\u52b9\u3067\u306a\u3044**\u306e\u3067\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3092\u53d7\u3051\u305f\u3089\u305d\u306e\u65e5\u306e\u3046\u3061\u306b\u7d50\u679c\u3092\u53d6\u308a\u3001S3\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\n**\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3001\u4f9d\u983c\u306e\u5185\u5bb9\u3001\u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3001\u5225\u540d\u306e\u4e00\u89a7\u306f\u3001Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u751f\u6210AI\u306b\u306f\u3001\u5fdc\u52df\u66f8\u985e\u306e\u5185\u5bb9\u3092\u6e21\u3057\u307e\u305b\u3093\u3002\u7167\u5408\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u884c\u3046\u304b\u3089\u3067\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002XFA\u5f62\u5f0f\u306ePDF\u306b\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u5c4a\u3044\u305f\u3089\u8abf\u67fb\u4f1a\u793e\u306b\u901a\u5e38\u306ePDF\u3092\u983c\u307f\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u8abf\u67fb\u4f1a\u793e\u304c\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u3067\u9001\u3063\u3066\u304f\u308b\u5834\u5408\u306f\u3001\u53d7\u3051\u53d6\u308a\u306e\u6bb5\u3067\u89e3\u9664\u3057\u3066\u304b\u3089\u4fdd\u5b58\u3057\u307e\u3059**\n3. **\u30b5\u30a4\u30ba\u3068\u30da\u30fc\u30b8\u6570\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067\u3001PDF\u3068TIFF\u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3059\n4. **\u7248\u306e\u7279\u5b9a** \u2026 \u4f9d\u983c\u756a\u53f7\u3067\u540c\u3058\u5019\u88dc\u8005\u306e\u524d\u306e\u7248\u3092\u63a2\u3057\u3001\u3042\u308c\u3070\u4eca\u56de\u3092\u65b0\u3057\u3044\u7248\u3068\u3057\u3066\u7d50\u3073\u4ed8\u3051\u307e\u3059\n5. **\u7167\u5408\u306e\u76f8\u624b\u306e\u7279\u5b9a** \u2026 \u5019\u88dc\u8005ID\u3067\u3001\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3068\u3001\u4f9d\u983c\u306e\u5185\u5bb9\u3092\u5f15\u304d\u307e\u3059\n6. **\u5019\u88dc\u8005\u306e\u540c\u610f\u306e\u8a18\u9332\u306e\u78ba\u8a8d** \u2026 \u7167\u4f1a\u306e\u540c\u610f\u3092\u53d6\u3063\u305f\u8a18\u9332\u304c\u7121\u3044\u5019\u88dc\u8005\u306e\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u62c5\u5f53\u8005\u306b\u623b\u3057\u307e\u3059\n\n**6\u756a\u76ee\u3092\u5165\u308c\u3066\u3044\u308b\u306e\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u524d\u306b\u6b62\u3081\u308b\u7406\u7531\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u540c\u610f\u306e\u8a18\u9332\u304c\u7121\u3044\u307e\u307e\u7167\u4f1a\u306e\u7d50\u679c\u3092\u793e\u5185\u3067\u4f7f\u3044\u59cb\u3081\u308b\u3068\u3001**\u5f8c\u304b\u3089\u540c\u610f\u306e\u7bc4\u56f2\u3092\u78ba\u304b\u3081\u3088\u3046\u3068\u3057\u3066\u3082\u3001\u3069\u306e\u6bb5\u3067\u4f55\u3092\u4f7f\u3063\u305f\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001Textract \u304c\u8fd4\u3057\u305f\u8868\u3068\u5168\u6587\u304b\u3089\u3001\u5b66\u6b74\u3068\u8077\u6b74\u306e\u9805\u76ee\u3054\u3068\u306b\u5024\u3092\u53d6\u308a\u51fa\u3057\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u4ed8\u306e\u89e3\u91c8\u3092\u5206\u3051\u3066\u66f8\u304d\u51fa\u3059\u3053\u3068\u3067\u3059\u3002** \u7167\u5408\u3068\u5224\u5b9a\u306e\u8aad\u307f\u66ff\u3048\u306f\u3055\u305b\u307e\u305b\u3093\u3002\n\n| \u898b\u308b\u3082\u306e | \u53d6\u308a\u51fa\u3057\u65b9 | \u5224\u65ad\u3067\u304d\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u9805\u76ee\u306e\u7a2e\u985e | \u8868\u306e\u30bf\u30a4\u30c8\u30eb\u3068\u898b\u51fa\u3057\u3067\u5b66\u6b74\u304b\u8077\u6b74\u304b\u3092\u6c7a\u3081\u308b | \u3069\u3061\u3089\u3068\u3082\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u5b66\u6821\u540d\u30fb\u4f1a\u793e\u540d | \u5019\u88dc\u8005\u306e\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u3001\u539f\u6587\u306e\u307e\u307e\u5225\u3005\u306b | \u7247\u65b9\u3057\u304b\u7121\u3051\u308c\u3070\u3001\u7121\u3044\u307b\u3046\u3092 `missing` |\n| \u5b66\u4f4d\u30fb\u5c02\u653b | \u539f\u6587\u306e\u307e\u307e\u3002\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u5225\u3005\u306b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8077\u4f4d | \u539f\u6587\u306e\u307e\u307e\u3002\u671f\u9593\u4e2d\u306b\u5909\u308f\u3063\u3066\u3044\u308c\u3070\u5168\u90e8\u3092\u4e26\u3079\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u671f\u9593 | \u539f\u6587\u3068\u3001\u65e5\u4ed8\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051\u89e3\u91c8 | \u6708\u307e\u3067\u3057\u304b\u7121\u3051\u308c\u3070\u6708\u307e\u3067\u3092\u8a18\u9332 |\n| \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a | \u539f\u6587\u306e\u307e\u307e\u3002\u8aad\u307f\u66ff\u3048\u306f\u3057\u306a\u3044 | \u5224\u5b9a\u306e\u5217\u304c\u7a7a\u306a\u3089 `missing` |\n| \u7167\u4f1a\u5148 | \u539f\u6587\u306e\u307e\u307e\uff08\u5927\u5b66\u306e\u8a18\u9332\u4fc2\u3001\u524d\u8077\u306e\u4eba\u4e8b\u90e8\u3001\u516c\u7684\u306a\u7167\u4f1a\u306e\u4ed5\u7d44\u307f \u306a\u3069\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u30b3\u30e1\u30f3\u30c8 | \u539f\u6587\u306e\u307e\u307e\u5168\u6587 | \u8981\u7d04\u3057\u306a\u3044 |\n\n**\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u5225\u3005\u306b\u53d6\u308b\u306e\u304c\u3001\u3053\u306e\u8a18\u4e8b\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u7b2c1\u7ae0\u306e\u3068\u304a\u308a\u3001\u30ec\u30dd\u30fc\u30c8\u306e Verified \u306f\u300c\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u304c\u5408\u3063\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002**Python \u306f\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u7533\u544a\u3068\u81ea\u793e\u306e\u5fdc\u52df\u66f8\u985e\u3092\u7167\u3089\u3057\u3001\u7167\u4f1a\u7d50\u679c\u3068\u81ea\u793e\u306e\u5fdc\u52df\u66f8\u985e\u3082\u7167\u3089\u3057\u307e\u3059\u3002** \u7247\u65b9\u3057\u304b\u53d6\u3063\u3066\u3044\u306a\u3044\u3068\u3001\u3053\u306e2\u672c\u306e\u7167\u5408\u304c\u3067\u304d\u307e\u305b\u3093\u3002\n\n**\u30b3\u30e1\u30f3\u30c8\u3092\u8981\u7d04\u3055\u305b\u306a\u3044\u306e\u3082\u5927\u4e8b\u3067\u3059\u3002** \u300cRegistrar did not respond after 3 attempts\u300d\u3068\u300cInstitution closed in 2018\u300d\u306f\u3001\u3069\u3061\u3089\u3082\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u7406\u7531\u3067\u3059\u304c\u3001**\u6b21\u306b\u983c\u3080\u4ee3\u308f\u308a\u306e\u66f8\u985e\u304c\u9055\u3044\u307e\u3059\u3002** \u8981\u7d04\u3059\u308b\u3068\u3053\u306e\u533a\u5225\u304c\u843d\u3061\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u306e\u8aad\u307f\u66ff\u3048 | \u5bfe\u5fdc\u8868\u3067 Python \u304c\u884c\u3046\u3002\u8abf\u67fb\u4f1a\u793e\u3054\u3068\u306b\u8a00\u3044\u65b9\u304c\u9055\u3046 |\n| \u5fdc\u52df\u66f8\u985e\u3068\u306e\u7167\u5408 | \u5225\u540d\u306e\u4e00\u89a7\u3068\u898f\u5247\u3067 Python \u304c\u884c\u3046 |\n| \u7d4c\u6b74\u304c\u8aa4\u3063\u3066\u3044\u308b\u304b\u306e\u5224\u65ad | \u5019\u88dc\u8005\u306e\u8aac\u660e\u3092\u805e\u3044\u305f\u3046\u3048\u3067\u63a1\u7528\u306e\u8cac\u4efb\u8005\u304c\u6c7a\u3081\u308b |\n| \u30b3\u30e1\u30f3\u30c8\u306e\u8981\u7d04\u3084\u8a00\u3044\u63db\u3048 | \u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u7406\u7531\u306e\u533a\u5225\u304c\u843d\u3061\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u671f\u9593\u3084\u8077\u4f4d\u306e\u88dc\u5b8c | \u5fdc\u52df\u66f8\u985e\u306e\u5024\u3067\u57cb\u3081\u308b\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u6d88\u3048\u308b |\n\n**\u6700\u5f8c\u306e\u884c\u304c\u3001\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u7167\u4f1a\u7d50\u679c\u306e\u5728\u7c4d\u671f\u9593\u304c\u7a7a\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u7533\u544a\u306e\u6b04\u306e\u65e5\u4ed8\u3092\u53c2\u8003\u306b\u57cb\u3081\u308b\u3068\u3001**\u7167\u5408\u306f\u5fc5\u305a\u4e00\u81f4\u3057\u3001\u7167\u4f1a\u3067\u304d\u3066\u3044\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u307e\u3067\u6d88\u3048\u307e\u3059\u3002**\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\n```\n\u3042\u306a\u305f\u306fSaaS\u4f01\u696d\u306e\u63a1\u7528\u30c1\u30fc\u30e0\u3067\u3001\u6d77\u5916\u306e\u8abf\u67fb\u4f1a\u793e\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8\u306e\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u62c5\u5f53\u3067\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u8868\u306e\u30bb\u30eb\u3068\u5168\u6587\uff09\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53d6\u308a\u51fa\u3059\u5358\u4f4d\u3011\n\u30ec\u30dd\u30fc\u30c8\u306e\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\uff08component\uff09\u3054\u3068\u306b1\u4ef6\u3002\ncomponent_type \u306f education \u304b employment\u3002\n\n\u3010\u9805\u76ee\u3054\u3068\u306b\u53d6\u308a\u51fa\u3059\u3082\u306e\u3011\ninstitution_provided_raw\u3001institution_verified_raw\u3001\ndegree_provided_raw\u3001degree_verified_raw\u3001major_provided_raw\u3001major_verified_raw\u3001\ntitles_provided_raw\uff08\u914d\u5217\uff09\u3001titles_verified_raw\uff08\u914d\u5217\uff09\u3001\nstart_provided_raw\u3001start_verified_raw\u3001end_provided_raw\u3001end_verified_raw\u3001\nstart_verified\u3001end_verified\uff08\u89e3\u91c8\u3067\u304d\u308b\u3068\u304d\u3060\u3051\uff09\u3001\nvendor_status_raw\u3001verification_source_raw\u3001comments_raw\u3001\n\u5404\u5024\u306e status \u3068 source\uff08\u30da\u30fc\u30b8\u3001\u8868\u306e\u756a\u53f7\u3001\u884c\u3068\u5217\uff09\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ........... \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u9805\u76ee\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ...... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\uff08\u30bb\u30eb\u304c\u7a7a\u3001\u307e\u305f\u306f\u884c\u304c\u7121\u3044\uff09\n- unreadable ... \u6587\u5b57\u306f\u691c\u51fa\u3055\u308c\u3066\u3044\u308b\u304c\u5024\u3068\u3057\u3066\u78ba\u5b9a\u3067\u304d\u306a\u3044\n- ambiguous .... \u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3001\u307e\u305f\u306f\u65e5\u4ed8\u306e\u9806\u5e8f\u304c\u6c7a\u307e\u3089\u306a\u3044\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- provided\uff08\u5019\u88dc\u8005\u306e\u7533\u544a\uff09\u3068 verified\uff08\u7167\u4f1a\u3067\u78ba\u304b\u3081\u305f\u5024\uff09\u306f\u3001\n  \u8868\u306e\u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u304d\u306f\n  \u4e21\u65b9\u3068\u3082 ambiguous \u306b\u3057\u3001\u3069\u3061\u3089\u304b\u306b\u5bc4\u305b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- verified \u306e\u6b04\u304c\u7a7a\u306a\u3089 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002provided \u306e\u5024\u3084\u3001\n  \u307b\u304b\u306e\u9805\u76ee\u306e\u5024\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u65e5\u3068\u6708\u306e\u9806\u5e8f\u304c\u6587\u9762\u304b\u3089\u78ba\u5b9a\u3067\u304d\u308b\u3068\u304d\u3060\u3051 YYYY-MM-DD \u3067\n  \u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6708\u307e\u3067\u306a\u3089 YYYY-MM \u3068\u3057\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- vendor_status_raw \u306f\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  Verified \u3084 Discrepancy \u3092\u8a00\u3044\u63db\u3048\u305f\u308a\u3001\u307e\u3068\u3081\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- comments_raw \u306f\u8981\u7d04\u305b\u305a\u3001\u5168\u6587\u3092\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u6b74\u304c\u6b63\u3057\u3044\u304b\u3001\u5019\u88dc\u8005\u306b\u554f\u984c\u304c\u3042\u308b\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u72af\u7f6a\u6b74\u30fb\u4fe1\u7528\u60c5\u5831\u30fb\u5065\u5eb7\u30fb\u5bb6\u65cf\u30fb\u51fa\u8eab\u5730\u306b\u95a2\u3059\u308b\u8a18\u8f09\u304c\u3042\u3063\u3066\u3082\u3001\n  \u53d6\u308a\u51fa\u3055\u305a\u306b other_sections \u306b\u898b\u51fa\u3057\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8\u3067\u306a\u3044\u66f8\u985e\uff08\u8acb\u6c42\u66f8\u3001\u540c\u610f\u66f8\u3001\u672c\u4eba\u78ba\u8a8d\u306e\u66f8\u985e\u306a\u3069\uff09\u3068\n  \u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{textract_tables_forms_queries}\n```\n\n**\u300c\u72af\u7f6a\u6b74\u30fb\u4fe1\u7528\u60c5\u5831\u2026\u306f\u53d6\u308a\u51fa\u3055\u306a\u3044\u300d\u3092\u66f8\u3044\u3066\u3044\u308b\u306e\u306b\u306f\u7406\u7531\u304c\u3042\u308a\u307e\u3059\u3002** \u8abf\u67fb\u4f1a\u793e\u306b\u3088\u3063\u3066\u306f\u3001\u983c\u3093\u3067\u3044\u306a\u3044\u7167\u4f1a\u306e\u898b\u51fa\u3057\u3084\u3001\u7167\u4f1a\u306e\u5bfe\u8c61\u5916\u3067\u3042\u308b\u65e8\u306e\u8a18\u8f09\u304c\u30ec\u30dd\u30fc\u30c8\u306b\u5165\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u306e\u306f\u5b66\u6b74\u3068\u8077\u6b74\u3060\u3051\u3067\u3001\u305d\u308c\u4ee5\u5916\u306e\u8a18\u8f09\u306f\u5024\u3068\u3057\u3066\u4e00\u89a7\u306b\u5165\u308c\u307e\u305b\u3093\u3002** \u898b\u51fa\u3057\u306e\u540d\u524d\u3060\u3051\u3092\u6b8b\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u304c\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u300c\u5217\u898b\u51fa\u3057\u3067\u533a\u5225\u3067\u304d\u306a\u3044\u3068\u304d\u306f\u4e21\u65b9 ambiguous\u300d\u3082\u5916\u305b\u307e\u305b\u3093\u3002** \u5217\u898b\u51fa\u3057\u304c1\u884c\u76ee\u306b\u7121\u3044\u8868\u3084\u3001\u8abf\u67fb\u4f1a\u793e\u306e\u30ed\u30b4\u306e\u4e0b\u306b\u5c0f\u3055\u304f\u66f8\u304b\u308c\u305f\u898b\u51fa\u3057\u306f\u3001OCR\u3067\u898b\u51fa\u3057\u3068\u5224\u5b9a\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u305d\u306e\u3068\u304d\u306bAI\u304c\u5de6\u53f3\u306e\u5217\u306e\u610f\u5473\u3092\u63a8\u6e2c\u3059\u308b\u3068\u3001\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u304c\u9006\u306b\u306a\u308a\u3001\u7167\u5408\u306e\u7d50\u679c\u304c\u3059\u3079\u3066\u305a\u308c\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"candidate_id\": \"\",\n  \"order_id\": \"\",\n  \"report_type_raw\": \"Interim Report\",\n  \"overall_status_raw\": \"In Progress\",\n  \"document_type\": \"background_check_report\",\n  \"components\": [\n    {\n      \"component_type\": \"employment\",\n      \"institution_provided_raw\": \"Acme Cloud Pvt Ltd\",\n      \"institution_verified_raw\": \"ACME CLOUD PRIVATE LIMITED\",\n      \"titles_provided_raw\": [\"Engineer\"],\n      \"titles_verified_raw\": [\"Engineer\"],\n      \"start_provided_raw\": \"07\/2019\",\n      \"start_verified_raw\": \"01-Jul-2019\",\n      \"start_verified\": \"2019-07-01\",\n      \"end_verified_raw\": \"30-Jun-2024\",\n      \"end_verified\": \"2024-06-30\",\n      \"vendor_status_raw\": \"Verified\",\n      \"verification_source_raw\": \"HR Department\",\n      \"comments_raw\": \"\",\n      \"items\": [\n        { \"item\": \"titles_verified\", \"status\": \"ok\", \"confidence\": 0, \"source\": \"p3:T2:R4C3\" }\n      ]\n    }\n  ],\n  \"other_sections\": [],\n  \"request_draft\": \"\"\n}\n```\n\n**`confidence` \u306f\u3001Textract \u304c\u305d\u306e\u30bb\u30eb\u306b\u4ed8\u3051\u305f\u4fe1\u983c\u5ea6\u3092 Python \u304c\u3042\u3068\u304b\u3089\u66f8\u304d\u8fbc\u307f\u307e\u3059\u3002** AI\u306b\u306f\u4fe1\u983c\u5ea6\u3092\u4ed8\u3051\u76f4\u3055\u305b\u307e\u305b\u3093\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u306e\u5370\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6c7a\u3081\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3067 `vendor_status_raw` \u3092\u8aad\u307f\u66ff\u3048\u3001\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3068\u7167\u3089\u3057\u3066\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `match` | \u7167\u4f1a\u7d50\u679c\u304c\u5fdc\u52df\u66f8\u985e\u3068\u4e00\u81f4\u3057\u3001\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c verified |\n| `app_mismatch` | \u7167\u4f1a\u7d50\u679c\u304b\u7533\u544a\u304c\u3001\u5fdc\u52df\u66f8\u985e\u3068\u57fa\u6e96\u3092\u8d85\u3048\u3066\u9055\u3046\uff08**\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c verified \u3067\u3082\u4ed8\u3051\u308b**\uff09 |\n| `vendor_discrepancy` | \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c discrepancy |\n| `unable` | \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c unable |\n| `pending` | \u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u304c pending\u3001\u307e\u305f\u306f\u4f9d\u983c\u3057\u305f\u306e\u306b\u30ec\u30dd\u30fc\u30c8\u306b\u884c\u304c\u7121\u3044 |\n| `needs_human` | `ambiguous`\u3001`unreadable` \u306e\u5024\u304c\u3042\u308b\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5224\u5b9a\u3001\u7d4c\u6b74\u78ba\u8a8d\u30ec\u30dd\u30fc\u30c8\u3067\u306a\u3044\u66f8\u985e |\n\n**\u671f\u9593\u306e\u57fa\u6e96\u306f\u793e\u5185\u3067\u6c7a\u3081\u307e\u3059\u3002** \u4f8b\u3048\u3070\u300c\u5165\u793e\u65e5\u30fb\u9000\u8077\u65e5\u3068\u30821\u304b\u6708\u4ee5\u5185\u306e\u305a\u308c\u306f `match`\u300d\u306e\u3088\u3046\u306b\u3001**\u6708\u306e\u5358\u4f4d\u3067\u66f8\u304f\u56fd\u3068\u65e5\u306e\u5358\u4f4d\u3067\u66f8\u304f\u56fd\u304c\u6df7\u3056\u308b\u306e\u3067\u3001\u305a\u308c\u306e\u8a31\u5bb9\u3092\u8868\u3067\u6301\u305f\u305b\u307e\u3059\u3002**\n\n**2\u3064\u76ee\u306f\u3001\u524d\u306e\u7248\u3068\u6bd4\u3079\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u9805\u76ee\u3054\u3068\u306b\u5370\u3092\u6301\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u9014\u4e2d\u7248\u3067 `pending` \u3060\u3063\u305f\u9805\u76ee\u304c\u6700\u7d42\u7248\u3067\u4f55\u306b\u306a\u3063\u305f\u304b\u3092\u3001**\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u9805\u76ee\u5358\u4f4d\u3067\u4e26\u3079\u3089\u308c\u307e\u3059\u3002** `pending` \u304b\u3089 `vendor_discrepancy` \u306b\u5909\u308f\u3063\u305f\u9805\u76ee\u306f\u3001\u4e00\u89a7\u306e\u5148\u982d\u306b\u51fa\u3057\u307e\u3059\u3002\n\n**3\u3064\u76ee\u306f\u3001\u539f\u6587\u3068\u89e3\u91c8\u3092\u4e26\u3079\u3066\u6301\u3066\u308b\u3053\u3068\u3067\u3059\u3002** \u63a1\u7528\u62c5\u5f53\u306f\u3001`start_verified_raw` \u3068 `start_verified` \u3092\u4e26\u3079\u3066\u898b\u308c\u3070\u3001**\u65e5\u4ed8\u306e\u89e3\u91c8\u304c\u6b63\u3057\u3044\u304b\u3092\u539f\u6587\u3067\u78ba\u304b\u3081\u306a\u304c\u3089\u5019\u88dc\u8005\u306b\u8aac\u660e\u3092\u6c42\u3081\u3089\u308c\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5 | \u30ec\u30dd\u30fc\u30c8\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u975e\u540c\u671f\uff09 | \u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u5b8c\u4e86\u306e\u901a\u77e5\u3067\u7d50\u679c\u3092\u53d6\u308b |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u9805\u76ee\u306e\u53d6\u308a\u51fa\u3057\u3001\u78ba\u8a8d\u30fb\u4f9d\u983c\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d |\n| \u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 | \u8aad\u307f\u53d6\u308a\uff08\u51fa\u529b\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3001\u307e\u305f\u306fAPI\u304c\u3042\u308c\u3070API\uff09 | \u5fdc\u52df\u66f8\u985e\u306e\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\u3092\u5f15\u304f |\n| \u78ba\u8a8d\u306e\u9032\u307f\u5177\u5408\u306e\u8868 | \u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f | \u4f9d\u983c\u306e\u5185\u5bb9\u3092\u5f15\u304d\u3001\u9805\u76ee\u3054\u3068\u306e\u5370\u3068\u7248\u3092\u66f8\u304f |\n| \u63a1\u7528\u62c5\u5f53\u3078\u306e\u901a\u77e5 | \u30e1\u30fc\u30eb\u307e\u305f\u306f\u793e\u5185\u30c1\u30e3\u30c3\u30c8 | \u5370\u306e\u4ed8\u3044\u305f\u5019\u88dc\u8005\u3068\u3001\u6bce\u671d\u306e\u8ffd\u3044\u304b\u3051\u306e\u4e00\u89a7 |\n\n**\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u30ec\u30dd\u30fc\u30c8\u306b\u5408\u308f\u305b\u3066\u5fdc\u52df\u66f8\u985e\u306e\u8077\u6b74\u3092\u76f4\u3059\u304b\u306f\u3001**\u5019\u88dc\u8005\u306b\u4e8b\u60c5\u3092\u805e\u3044\u305f\u3046\u3048\u3067\u63a1\u7528\u62c5\u5f53\u304c\u6c7a\u3081\u307e\u3059\u3002** \u81ea\u52d5\u3067\u76f4\u3059\u3068\u3001\u98df\u3044\u9055\u3044\u304c\u3042\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u5fdc\u52df\u66f8\u985e\u304b\u3089\u6d88\u3048\u307e\u3059\u3002\n\n**\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u9805\u76ee\u3092\u53d6\u308b\u65b9\u6cd5\u306f\u3001\u88fd\u54c1\u306b\u3088\u3063\u3066\u9055\u3044\u307e\u3059\u3002** API\u3067\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3092\u53d6\u308c\u308b\u88fd\u54c1\u306a\u3089API\u3092\u4f7f\u3044\u3001\u53d6\u308c\u306a\u3044\u88fd\u54c1\u306a\u3089\u3001**\u6bce\u671d\u306e\u5b9a\u6642\u306b\u5019\u88dc\u8005\u4e00\u89a7\u3092\u66f8\u304d\u51fa\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092 S3 \u306b\u7f6e\u304d\u3001\u305d\u308c\u3092 Python \u304c\u8aad\u307f\u307e\u3059\u3002** \u3053\u306e\u90e8\u5206\u306f\u5229\u7528\u3057\u3066\u3044\u308b\u88fd\u54c1\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u5b9f\u88c5\u306b\u306a\u308a\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u63a1\u7528\u62c5\u5f53\u304c\u958b\u304f\u306e\u306f\u3001`match` \u4ee5\u5916\u306e\u5370\u304c\u4ed8\u3044\u305f\u9805\u76ee\u3067\u3059\u3002** `match` \u306e\u9805\u76ee\u306f\u3001\u5019\u88dc\u8005\u3054\u3068\u306e\u4e00\u89a7\u3067\u6d41\u3057\u898b\u307e\u3059\u3002\n\n1. **`needs_human` \u3092\u5148\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u5217\u898b\u51fa\u3057\u304c\u8aad\u3081\u306a\u3044\u8868\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5224\u5b9a\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u4ee5\u5916\u306e\u898b\u51fa\u3057\u3092\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n2. **`app_mismatch` \u3068 `vendor_discrepancy` \u3092\u5019\u88dc\u8005\u306b\u805e\u304f** \u2026 \u8077\u4f4d\u306e\u547c\u3073\u65b9\u306e\u9055\u3044\u3001\u8a66\u7528\u671f\u9593\u3084\u696d\u52d9\u59d4\u8a17\u306e\u671f\u9593\u306e\u6271\u3044\u3001\u793e\u540d\u306e\u5909\u66f4\u306a\u3069\u3092\u78ba\u304b\u3081\u307e\u3059\n3. **`unable` \u306e\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u983c\u3080** \u2026 \u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u7406\u7531\uff08\u7167\u4f1a\u5148\u306e\u7121\u56de\u7b54\u30fb\u9589\u9396\u30fb\u8a18\u9332\u306e\u4fdd\u5b58\u671f\u9593\u5207\u308c\u306a\u3069\uff09\u306b\u5408\u308f\u305b\u3066\u3001\u5352\u696d\u8a3c\u66f8\u3001\u6210\u7e3e\u8a3c\u660e\u66f8\u3001\u5728\u8077\u8a3c\u660e\u66f8\u3001\u7d66\u4e0e\u660e\u7d30\u306a\u3069\u3092\u983c\u307f\u307e\u3059\n4. **`pending` \u306e\u6700\u7d42\u7248\u3092\u5f85\u3064** \u2026 \u6bce\u671d\u306e\u4e00\u89a7\u3067\u8ffd\u3044\u304b\u3051\u307e\u3059\n5. **\u63a1\u7528\u306e\u8cac\u4efb\u8005\u306b\u4e0a\u3052\u308b** \u2026 \u5019\u88dc\u8005\u306e\u8aac\u660e\u3068\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u305d\u308d\u3048\u3066\u6e21\u3057\u307e\u3059\n\n**2\u756a\u76ee\u3067\u5019\u88dc\u8005\u306b\u805e\u304f\u524d\u306b\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u753b\u50cf\u3092\u5fc5\u305a\u898b\u307e\u3059\u3002** OCR\u304c\u65e5\u4ed8\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u3066\u3044\u305f\u3060\u3051\u306e\u98df\u3044\u9055\u3044\u3092\u5019\u88dc\u8005\u306b\u554f\u3044\u305f\u3060\u3059\u3068\u3001**\u5185\u5b9a\u8005\u3068\u306e\u95a2\u4fc2\u306b\u76f4\u63a5\u3072\u3073\u304d\u307e\u3059\u3002** \u753b\u50cf\u3067\u78ba\u304b\u3081\u3066\u304b\u3089\u9023\u7d61\u3059\u308b\u306e\u3092\u3001\u624b\u9806\u3068\u3057\u3066\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u3067\u4fdd\u8b77\u3055\u308c\u305fPDF | \u8aad\u3081\u306a\u3044\u3002**\u53d7\u3051\u53d6\u308a\u306e\u6bb5\u3067\u89e3\u9664\u3057\u3066\u304b\u3089\u4fdd\u5b58\u3059\u308b** |\n| XFA\u5f62\u5f0f\u306ePDF | \u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u3002\u8abf\u67fb\u4f1a\u793e\u306b\u901a\u5e38\u306ePDF\u3092\u983c\u3080 |\n| 6\u8a00\u8a9e\u306b\u5165\u3089\u306a\u3044\u30ec\u30dd\u30fc\u30c8 | \u8aad\u307f\u53d6\u308a\u306b\u56de\u3055\u305a\u3001\u62c5\u5f53\u8005\u304c\u76ee\u3067\u898b\u308b |\n| \u5217\u898b\u51fa\u3057\u304c\u53d6\u308c\u305a\u3001\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u533a\u5225\u3067\u304d\u306a\u3044 | \u4e21\u65b9 `ambiguous`\u3002**\u753b\u50cf\u3067\u4eba\u304c\u5217\u306e\u610f\u5473\u3092\u6c7a\u3081\u308b** |\n| \u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5224\u5b9a\u306e\u8a00\u3044\u65b9 | `needs_human`\u3002\u4eba\u304c\u6c7a\u3081\u305f\u8aad\u307f\u66ff\u3048\u3092\u5bfe\u5fdc\u8868\u306b\u8db3\u3059 |\n| \u4f9d\u983c\u3057\u305f\u306e\u306b\u30ec\u30dd\u30fc\u30c8\u306b\u884c\u304c\u7121\u3044 | `pending`\u3002**\u8abf\u67fb\u4f1a\u793e\u306b\u7167\u4f1a\u306e\u72b6\u6cc1\u3092\u554f\u3044\u5408\u308f\u305b\u308b** |\n| \u983c\u3093\u3067\u3044\u306a\u3044\u7167\u4f1a\u306e\u898b\u51fa\u3057\u304c\u3042\u308b | \u5024\u3092\u53d6\u308a\u51fa\u3055\u305a\u3001\u898b\u51fa\u3057\u306e\u540d\u524d\u3060\u3051\u3092\u8a18\u9332\u3057\u3066\u4eba\u3078 |\n| \u540c\u3058\u4f9d\u983c\u756a\u53f7\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u4e8c\u5ea6\u5c4a\u304f | \u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u3067\u7167\u3089\u3057\u3001\u540c\u3058\u306a\u3089\u4e8c\u91cd\u306b\u8aad\u307f\u53d6\u3089\u306a\u3044 |\n| \u30b8\u30e7\u30d6\u304c `FAILED` \u307e\u305f\u306f `PARTIAL_SUCCESS` | `StatusMessage` \u3068 `Warnings` \u306e\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8a18\u9332\u3057\u3001\u305d\u306e\u30da\u30fc\u30b8\u3092\u4eba\u3078 |\n\n**\u4e0a\u304b\u30894\u884c\u76ee\u30685\u884c\u76ee\u304c\u3001\u7167\u5408\u306e\u8aa4\u308a\u306e\u307b\u3068\u3093\u3069\u3092\u751f\u307f\u307e\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u3069\u306e\u5024\u304c\u4f55\u3092\u610f\u5473\u3059\u308b\u304b\u300d\u306e\u53d6\u308a\u9055\u3048\u3067\u3001**\u3053\u3053\u3092\u4eba\u306b\u56de\u3059\u8a2d\u8a08\u3092\u5d29\u3059\u3068\u3001\u4e00\u89a7\u306e\u5370\u304c\u307e\u3068\u3081\u3066\u5f53\u3066\u306b\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u30ec\u30dd\u30fc\u30c8\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u5019\u88dc\u8005ID\u3001\u4f9d\u983c\u756a\u53f7\u3001\u7248\uff08\u9014\u4e2d\u7248\uff0f\u6700\u7d42\u7248\uff09\n- AWS Textract \u304c\u8fd4\u3057\u305fJSON\u306e\u5168\u6587\u3068\u3001\u4f7f\u3063\u305f\u8cea\u554f\u306e\u4e00\u89a7\n- Claude API \u304c\u8fd4\u3057\u305fJSON\uff08\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3001\u539f\u6587\u3068\u89e3\u91c8\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3001\u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3001\u5225\u540d\u306e\u4e00\u89a7\u306e\u7248**\n- **\u63a1\u7528\u62c5\u5f53\u304c\u5370\u3092\u8986\u3057\u305f\u8a18\u9332\u3068\u3001\u5019\u88dc\u8005\u304b\u3089\u805e\u3044\u305f\u8aac\u660e**\n- \u4ee3\u308f\u308a\u306e\u66f8\u985e\u306e\u4f9d\u983c\u3068\u3001\u5c4a\u3044\u305f\u66f8\u985e\u3068\u306e\u5bfe\u5fdc\n- \u7167\u4f1a\u306e\u540c\u610f\u3092\u53d6\u3063\u305f\u65e5\u3068\u3001\u540c\u610f\u306e\u7bc4\u56f2\n\n**\u4fdd\u5b58\u306e\u671f\u9593\u3068\u3001\u898b\u3089\u308c\u308b\u4eba\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002** \u30ec\u30dd\u30fc\u30c8\u306b\u306f\u5019\u88dc\u8005\u306e\u5b66\u6b74\u30fb\u8077\u6b74\u3068\u3001\u7167\u4f1a\u5148\u306e\u62c5\u5f53\u8005\u306e\u60c5\u5831\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002**\u63a1\u7528\u306b\u81f3\u3089\u306a\u304b\u3063\u305f\u5019\u88dc\u8005\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u3044\u3064\u6d88\u3059\u304b**\u3082\u3001\u3053\u3053\u3067\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002","minimal_setup":"1. \u904e\u53bb\u306b\u53d7\u3051\u53d6\u3063\u305f\u30ec\u30dd\u30fc\u30c8\u304b\u308920\u901a\u3092\u9078\u3076\uff08**\u5224\u5b9a\u304c\u3059\u3079\u3066 Verified \u306a\u306e\u306b\u5fdc\u52df\u66f8\u985e\u3068\u9055\u3046\u3082\u306e\u3001Unable to verify \u3092\u542b\u3080\u3082\u306e\u3001\u9014\u4e2d\u7248\u3068\u6700\u7d42\u7248\u306e\u7d44\u3001\u5217\u304c\u5de6\u53f3\u306b\u4e26\u3076\u66f8\u5f0f\u3068\u7e26\u306b\u4e26\u3076\u66f8\u5f0f**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u793e\u5185\u3067\u5229\u7528\u304c\u8a8d\u3081\u3089\u308c\u3066\u3044\u308b\u751f\u6210AI\u306e\u753b\u9762\u306b1\u901a\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u306e\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u9805\u76ee\u3054\u3068\u306b\u3001\u5019\u88dc\u8005\u306e\u7533\u544a\u3001\u7167\u4f1a\u7d50\u679c\u3001\u8abf\u67fb\u4f1a\u793e\u306e\u5224\u5b9a\u3001\u7167\u4f1a\u5148\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7167\u4f1a\u7d50\u679c\u304c\u7a7a\u306a\u3089\u300e\u8a18\u8f09\u306a\u3057\u300f\u3068\u3057\u3001\u7533\u544a\u306e\u5024\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u30b3\u30e1\u30f3\u30c8\u306f\u8981\u7d04\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u5fdc\u52df\u66f8\u985e\u3068\u624b\u3067\u898b\u6bd4\u3079\u308b\n\n**20\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u3001**\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u304b\u3001\u7a7a\u306e\u7167\u4f1a\u7d50\u679c\u3092\u88dc\u308f\u306a\u3044\u304b\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u8981\u7d04\u3057\u306a\u3044\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u5206\u3051\u3066\u3001\u539f\u6587\u3069\u304a\u308a\u306b\u53d6\u308a\u51fa\u3057\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u7167\u4f1a\u7d50\u679c\u306e\u7a7a\u6b04\u3092\u7533\u544a\u306e\u5024\u3067\u88dc\u3063\u305f | \u88dc\u5b8c\u3092\u7981\u3058\u308b\u6307\u793a\u3092\u8db3\u3059\u3002**\u76f4\u308b\u307e\u3067\u5148\u306b\u9032\u307e\u306a\u3044** |\n| \u66f8\u5f0f\u306b\u3088\u3063\u3066\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u304c\u9006\u306b\u306a\u3063\u305f | \u5217\u898b\u51fa\u3057\u3067\u6c7a\u3081\u308b\u6307\u793a\u3092\u8db3\u3057\u3001\u305d\u306e\u66f8\u5f0f\u306f\u4eba\u306e\u78ba\u8a8d\u3092\u539a\u304f\u3059\u308b |\n\n**2\u884c\u76ee\u304c\u51fa\u305f\u3089\u3001\u305d\u3053\u3067\u6b62\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u88dc\u5b8c\u306f\u7167\u5408\u3092\u7121\u610f\u5473\u306b\u3059\u308b\u5931\u6557\u3067\u3001**\u4ed5\u7d44\u307f\u306b\u3057\u305f\u3042\u3068\u3067\u306f\u4e00\u89a7\u306e\u898b\u305f\u76ee\u304b\u3089\u306f\u6c17\u3065\u3051\u307e\u305b\u3093\u3002**","minimal_setup_short":"\u30ec\u30dd\u30fc\u30c8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u901a\u3054\u3068\u306e\u9805\u76ee\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0b\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b AWS Textract \u3067\u8aad\u307f\u3001\u5224\u5b9a\u3092\u8aad\u307f\u66ff\u3048\u3001\u5fdc\u52df\u66f8\u985e\u3068\u7167\u5408\u3057\u3001\u524d\u306e\u7248\u3068\u6bd4\u3079\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3001\u9805\u76ee\u306e\u8a18\u9332\u3001\u7167\u5408\u3001\u7248\u306e\u6bd4\u8f03\u3001\u78ba\u8a8d\u306e\u6587\u9762\u306e\u4e0b\u66f8\u304d\u3001\u6bce\u671d\u306e\u8ffd\u3044\u304b\u3051\u306e\u4e00\u89a7","full_setup":"\u4e0a\u8a18\uff0b\u8abf\u67fb\u4f1a\u793e\u306e\u5b8c\u4e86\u306e\u901a\u77e5\u304b\u3089\u306e\u81ea\u52d5\u306e\u53d6\u308a\u8fbc\u307f\u3001\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u306eAPI\u9023\u643a\u3001\u4ee3\u308f\u308a\u306e\u66f8\u985e\u306e\u53d7\u4ed8\u30d5\u30a9\u30fc\u30e0 \uff0f \u53d7\u3051\u53d6\u308a\u304b\u3089\u4ee3\u308f\u308a\u306e\u66f8\u985e\u306e\u56de\u53ce\u307e\u3067","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u63a1\u7528\u62c5\u5f53\u306f\u5370\u306e\u4ed8\u3044\u305f\u9805\u76ee\u3092\u78ba\u304b\u3081\u3066\u5019\u88dc\u8005\u3078\u9023\u7d61\u3057\u307e\u3059\u3002**1\u4ef640\u5206\u304c12\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u53d7\u3051\u53d6\u308a\u3068\u56de\u53ce\u3067\u3059\u3002** \u5b8c\u4e86\u306e\u901a\u77e5\u30e1\u30fc\u30eb\u304b\u3089PDF\u3092\u53d6\u308a\u51fa\u3057\u3066\u4fdd\u5b58\u3059\u308b\u4f5c\u696d\u3068\u3001\u4ee3\u308f\u308a\u306e\u66f8\u985e\u3092\u5019\u88dc\u8005\u304b\u3089\u30e1\u30fc\u30eb\u3067\u53d7\u3051\u3066\u6574\u7406\u3059\u308b\u4f5c\u696d\u304c\u7121\u304f\u306a\u308a\u307e\u3059\u3002**\u8abf\u67fb\u4f1a\u793e\u304c\u30ec\u30dd\u30fc\u30c8\u306e\u5185\u5bb9\u3092\u30c7\u30fc\u30bf\u3067\u6e21\u305b\u308b\u306a\u3089\u3001\u305d\u306e\u6642\u70b9\u3067OCR\u3092\u5916\u3059\u5224\u65ad\u3082\u3042\u308a\u307e\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30922\u301c3\u304b\u6708\u56de\u3059\u3068\u3001`needs_human` \u304c\u51fa\u3084\u3059\u3044\u8abf\u67fb\u4f1a\u793e\u3068\u56fd\u306e\u66f8\u5f0f\u3068\u3001\u5bfe\u5fdc\u8868\u306b\u7121\u3044\u5224\u5b9a\u306e\u8a00\u3044\u65b9\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3067\u5bfe\u5fdc\u8868\u3068\u5225\u540d\u306e\u4e00\u89a7\u3092\u6574\u3048\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u307f\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| Verified \u306e\u9805\u76ee\u3092\u7167\u5408\u304b\u3089\u5916\u3057\u3066\u3057\u307e\u3046 | **\u7167\u3089\u3059\u76f8\u624b\u3092\u81ea\u793e\u306e\u5fdc\u52df\u66f8\u985e\u306b\u7f6e\u304f\u3002** \u5224\u5b9a\u304c verified \u3067\u3082\u7167\u5408\u3059\u308b |\n| \u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u306e\u5217\u3092\u53d6\u308a\u9055\u3048\u308b | \u5217\u898b\u51fa\u3057\u3067\u6c7a\u3081\u3001\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070\u4e21\u65b9 `ambiguous` \u3067\u4eba\u3078 |\n| \u7167\u4f1a\u7d50\u679c\u306e\u7a7a\u6b04\u3092\u7533\u544a\u306e\u5024\u3067\u88dc\u3046 | **\u88dc\u5b8c\u3092\u7981\u3058\u3001`missing` \u306e\u307e\u307e\u6b8b\u3059** |\n| \u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u6271\u3046 | \u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3067 `unable` \u3068 `discrepancy` \u3092\u5206\u3051\u308b |\n| \u9014\u4e2d\u7248\u3092\u898b\u3066\u5831\u544a\u3092\u6e08\u307e\u305b\u3001\u6700\u7d42\u7248\u306e\u5909\u5316\u306b\u6c17\u3065\u304b\u306a\u3044 | \u4f9d\u983c\u756a\u53f7\u3067\u7248\u3092\u7d50\u3073\u4ed8\u3051\u3001\u5224\u5b9a\u304c\u5909\u308f\u3063\u305f\u9805\u76ee\u3092\u5148\u982d\u306b\u51fa\u3059 |\n| \u4f9d\u983c\u3057\u305f\u306e\u306b\u30ec\u30dd\u30fc\u30c8\u306b\u51fa\u3066\u3053\u306a\u3044\u9805\u76ee\u3092\u898b\u843d\u3068\u3059 | \u4f9d\u983c\u306e\u5185\u5bb9\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u884c\u304c\u7121\u3051\u308c\u3070 `pending` |\n| \u5b66\u6821\u540d\u306e\u6539\u79f0\u3084\u6b63\u5f0f\u540d\u79f0\u306e\u9055\u3044\u3067\u4e0d\u4e00\u81f4\u304c\u51fa\u3059\u304e\u308b | \u5225\u540d\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u3001\u4e00\u89a7\u306b\u3042\u308b\u3082\u306e\u3060\u3051\u3092\u540c\u3058\u5b66\u6821\u3068\u3059\u308b |\n| \u5fdc\u52df\u66f8\u985e\u306e\u8077\u6b74\u3092\u81ea\u52d5\u3067\u76f4\u3059 | \u76f4\u3059\u306e\u306f\u7406\u7531\u3092\u805e\u3044\u305f\u63a1\u7528\u62c5\u5f53\u3002**\u81ea\u52d5\u3067\u306f\u66f8\u304d\u8fbc\u307e\u306a\u3044** |\n\n**\u4e0a\u306e2\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u3061\u3089\u3082\u300c\u30ec\u30dd\u30fc\u30c8\u306e\u4e2d\u3060\u3051\u3067\u5b8c\u7d50\u3057\u3066\u898b\u3066\u3057\u307e\u3046\u300d\u5931\u6557\u3067\u3001**\u81ea\u793e\u306e\u5fdc\u52df\u66f8\u985e\u3068\u3001\u7533\u544a\u30fb\u7167\u4f1a\u7d50\u679c\u306e\u533a\u5225\u3092\u5d29\u3057\u305f\u77ac\u9593\u306b\u3001\u7167\u5408\u304c\u610f\u5473\u3092\u5931\u3044\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5019\u88dc\u8005\u306e\u6c0f\u540d\u3001\u5b66\u6b74\u3001\u8077\u6b74\u3001\u8077\u4f4d\u3001\u5728\u7c4d\u671f\u9593\u3001\u7167\u4f1a\u5148\u306e\u62c5\u5f53\u8005\u306e\u60c5\u5831\u3001\u305d\u3057\u3066\u8abf\u67fb\u4f1a\u793e\u304c\u66f8\u3044\u305f\u7167\u4f1a\u306e\u7d4c\u904e\u3067\u3059\u3002**\u63a1\u7528\u306e\u5224\u65ad\u306b\u95a2\u308f\u308b\u500b\u4eba\u306e\u60c5\u5831\u3067\u3001\u5019\u88dc\u8005\u672c\u4eba\u306e\u540c\u610f\u306e\u4e0b\u3067\u7b2c\u4e09\u8005\u304b\u3089\u96c6\u3081\u305f\u3082\u306e\u3067\u3059\u3002**\n\n1. **\u7167\u4f1a\u306e\u540c\u610f\u306e\u7bc4\u56f2\u3092\u5b88\u308b** \u2026 \u539a\u751f\u52b4\u50cd\u7701\u306e\u6307\u91dd\u3067\u306f\u3001\u6c42\u8077\u8005\u7b49\u306e\u500b\u4eba\u60c5\u5831\u306f\u672c\u4eba\u304b\u3089\u76f4\u63a5\u3001\u307e\u305f\u306f**\u672c\u4eba\u306e\u540c\u610f\u306e\u4e0b\u3067\u672c\u4eba\u4ee5\u5916\u306e\u8005\u304b\u3089**\u53ce\u96c6\u3059\u308b\u306a\u3069\u3001\u9069\u6cd5\u304b\u3064\u516c\u6b63\u306a\u624b\u6bb5\u306b\u3088\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u540c\u610f\u3092\u6c42\u3081\u308b\u4e8b\u9805\u306f\u53ef\u80fd\u306a\u9650\u308a\u5177\u4f53\u7684\u304b\u3064\u8a73\u7d30\u306b\u793a\u3057\u3001**\u672c\u4eba\u306e\u81ea\u7531\u306a\u610f\u601d\u306b\u57fa\u3065\u304d\u660e\u78ba\u306b\u8868\u793a\u3055\u308c\u305f\u540c\u610f**\u3067\u3042\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u3067\u8aad\u307f\u53d6\u308a\u306b\u56de\u3059\u306e\u306f\u3001\u540c\u610f\u306e\u8a18\u9332\u304c\u3042\u308b\u5019\u88dc\u8005\u306e\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u306b\u3057\u307e\u3059**\n2. **\u53ce\u96c6\u76ee\u7684\u306e\u7bc4\u56f2\u3067\u4f7f\u3046** \u2026 \u540c\u3058\u6307\u91dd\u3067\u306f\u3001\u500b\u4eba\u60c5\u5831\u306e\u4fdd\u7ba1\u3068\u4f7f\u7528\u306f\u53ce\u96c6\u76ee\u7684\u306e\u7bc4\u56f2\u306b\u9650\u3089\u308c\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u7167\u4f1a\u306e\u7d50\u679c\u3092\u3001\u5185\u5b9a\u306e\u78ba\u8a8d\u4ee5\u5916\uff08\u914d\u5c5e\u3084\u8a55\u4fa1\u306a\u3069\uff09\u306b\u6d41\u7528\u3057\u306a\u3044**\u3053\u3068\u3092\u3001\u904b\u7528\u306e\u6c7a\u307e\u308a\u306b\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\n3. **\u96c6\u3081\u3066\u306f\u306a\u3089\u306a\u3044\u4e8b\u9805\u3092\u4e00\u89a7\u306b\u5165\u308c\u306a\u3044** \u2026 \u6307\u91dd\u306f\u3001\u4eba\u7a2e\u3001\u6c11\u65cf\u3001\u793e\u4f1a\u7684\u8eab\u5206\u3001\u9580\u5730\u3001\u672c\u7c4d\u3001\u51fa\u751f\u5730\u305d\u306e\u4ed6\u793e\u4f1a\u7684\u5dee\u5225\u306e\u539f\u56e0\u3068\u306a\u308b\u304a\u305d\u308c\u306e\u3042\u308b\u4e8b\u9805\u3001\u601d\u60f3\u53ca\u3073\u4fe1\u6761\u3001\u52b4\u50cd\u7d44\u5408\u3078\u306e\u52a0\u5165\u72b6\u6cc1\u3092\u3001\u539f\u5247\u3068\u3057\u3066\u53ce\u96c6\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u4e8b\u9805\u3068\u3057\u3066\u6319\u3052\u3066\u3044\u307e\u3059\u3002**\u30ec\u30dd\u30fc\u30c8\u306b\u3053\u308c\u3089\u306b\u5f53\u305f\u308b\u8a18\u8f09\u304c\u3042\u3063\u3066\u3082\u3001\u53d6\u308a\u51fa\u3055\u305a\u306b\u4eba\u304c\u78ba\u304b\u3081\u308b**\u8a2d\u8a08\u306b\u3057\u3066\u3044\u307e\u3059\n4. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306f\u30ec\u30dd\u30fc\u30c8\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u5fdc\u52df\u66f8\u985e\u3001\u9078\u8003\u306e\u8a55\u4fa1\u3001\u9762\u63a5\u306e\u8a18\u9332\u306f\u6e21\u3057\u307e\u305b\u3093**\n5. **\u7d4c\u6b74\u306e\u8a55\u4fa1\u3092\u81ea\u52d5\u306b\u3057\u306a\u3044** \u2026 \u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u7167\u5408\u306e\u5370\u307e\u3067\u3067\u3001**\u98df\u3044\u9055\u3044\u3092\u3069\u3046\u6271\u3046\u304b\u306f\u3001\u5019\u88dc\u8005\u306e\u8aac\u660e\u3092\u805e\u3044\u305f\u3046\u3048\u3067\u63a1\u7528\u306e\u8cac\u4efb\u8005\u3068\u6cd5\u52d9\u304c\u6c7a\u3081\u307e\u3059**\n6. **\u5019\u88dc\u8005\u306e\u5c45\u4f4f\u56fd\u306e\u6c7a\u307e\u308a\u3092\u78ba\u304b\u3081\u308b** \u2026 \u6d77\u5916\u306e\u5019\u88dc\u8005\u306e\u7167\u4f1a\u3067\u306f\u3001\u5019\u88dc\u8005\u306e\u3044\u308b\u56fd\u306e\u6cd5\u4ee4\u3067\u624b\u7d9a\u304d\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u3069\u306e\u56fd\u3067\u4f55\u304c\u8981\u308b\u304b\u306f\u3001\u8abf\u67fb\u4f1a\u793e\u3068\u6cd5\u52d9\u306b\u78ba\u304b\u3081\u3066\u304b\u3089\u904b\u7528\u3092\u59cb\u3081\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3057\u3066\u624b\u7d9a\u304d\u3092\u9032\u3081\u308b\u3053\u3068\u3068\u3001\u6b63\u3057\u3044\u7d4c\u6b74\u3092\u98df\u3044\u9055\u3044\u3068\u3057\u3066\u5019\u88dc\u8005\u306b\u554f\u3044\u305f\u3060\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f Verified \u3092\u7167\u5408\u304b\u3089\u5916\u3059\u3053\u3068\u3084\u88dc\u5b8c\u304b\u3089\u3001\u5f8c\u8005\u306f\u5217\u306e\u53d6\u308a\u9055\u3048\u3084\u8868\u8a18\u306e\u9055\u3044\u304b\u3089\u8d77\u304d\u308b\u306e\u3067\u3001**\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u6b8b\u3057\u3001\u7167\u5408\u306f\u898f\u5247\u3068\u5225\u540d\u306e\u4e00\u89a7\u3067\u884c\u3044\u3001\u9023\u7d61\u306e\u524d\u306b\u753b\u50cf\u3092\u898b\u308b\u8a2d\u8a08\u3092\u5d29\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002**","recommended_for":"\u6d77\u5916\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u5c02\u9580\u8077\u3092\u6bce\u6708\u307e\u3068\u307e\u3063\u305f\u6570\u3067\u63a1\u7528\u3057\u3066\u3044\u308bIT\u4f01\u696d\u30fbSaaS\u4f01\u696d\u3001\u6d77\u5916\u306e\u5019\u88dc\u8005\u3092\u7d39\u4ecb\u3059\u308b\u4eba\u6750\u7d39\u4ecb\u4f1a\u793e\u3001\u6d77\u5916\u62e0\u70b9\u306e\u4eba\u6750\u3092\u63a1\u308b\u91d1\u878d\u6a5f\u95a2\u3002\u5185\u5b9a\u524d\u5f8c\u306b\u3001\u5019\u88dc\u8005\u306e\u540c\u610f\u3092\u53d6\u3063\u3066\u6d77\u5916\u306e\u8abf\u67fb\u4f1a\u793e\u306b\u5b66\u6b74\u30fb\u8077\u6b74\u306e\u7167\u4f1a\u3092\u983c\u307f\u3001\u82f1\u6587\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u6708\u306b\u6570\u5341\u4ef6\u304b\u3089\u767e\u4ef6\u307b\u3069\u5c4a\u304f\u5834\u5408\u3002\u30ec\u30dd\u30fc\u30c8\u306e\u66f8\u5f0f\u304c\u8abf\u67fb\u4f1a\u793e\u3084\u56fd\u3054\u3068\u306b\u9055\u3044\u3001\u5fdc\u52df\u66f8\u985e\u30681\u9805\u76ee\u305a\u3064\u898b\u6bd4\u3079\u308b\u4f5c\u696d\u304c\u63a1\u7528\u62c5\u5f53\u306e\u624b\u5143\u306b\u7a4d\u307f\u4e0a\u304c\u3063\u3066\u3044\u308b\u5834\u5408\u3002\u7167\u4f1a\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u3084\u7167\u4f1a\u4e2d\u306e\u9805\u76ee\u306e\u8ffd\u3044\u304b\u3051\u304c\u6f0f\u308c\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u6d77\u5916\u306e\u5019\u88dc\u8005\u306e\u63a1\u7528\u304c\u5e74\u306b\u6570\u540d\u306e\u4f01\u696d\u3002\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u65e5\u672c\u8a9e\u30fb\u97d3\u56fd\u8a9e\u306a\u3069\uff09\u3067\u5c4a\u304f\u5834\u5408\uff08\u3053\u306e\u69cb\u6210\u306eOCR\u306f\u82f1\u8a9e\u3001\u30d5\u30e9\u30f3\u30b9\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30a4\u30bf\u30ea\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u3001\u30b9\u30da\u30a4\u30f3\u8a9e\u3057\u304b\u8aad\u3081\u307e\u305b\u3093\uff09\u3002\u8abf\u67fb\u4f1a\u793e\u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u30ec\u30dd\u30fc\u30c8\u306e\u5185\u5bb9\u3092\u30c7\u30fc\u30bf\u3067\u53d7\u3051\u53d6\u308c\u308b\u5834\u5408\uff08OCR\u3092\u901a\u3055\u305a\u30c7\u30fc\u30bf\u3067\u7167\u5408\u3059\u308b\u307b\u3046\u304c\u78ba\u5b9f\u3067\u3059\uff09\u3002\u306a\u304a\u3001\u7d4c\u6b74\u306e\u98df\u3044\u9055\u3044\u3092\u7406\u7531\u306b\u5185\u5b9a\u3092\u3069\u3046\u6271\u3046\u304b\u3001\u5019\u88dc\u8005\u306e\u8aac\u660e\u3092\u3069\u3046\u8a55\u4fa1\u3059\u308b\u304b\u306f\u3001\u63a1\u7528\u306e\u8cac\u4efb\u8005\u3068\u6cd5\u52d9\u304c\u6c7a\u3081\u308b\u3082\u306e\u3067\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u5224\u5b9a\u306e\u5bfe\u5fdc\u8868\u3092\u4f5c\u308b**\n\n\u53d6\u5f15\u3057\u3066\u3044\u308b\u8abf\u67fb\u4f1a\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u4e26\u3079\u3001**\u5224\u5b9a\u306e\u8a00\u3044\u65b9\u3092 verified\uff0fdiscrepancy\uff0funable\uff0fpending \u306e4\u3064\u306b\u8aad\u307f\u66ff\u3048\u308b\u8868**\u3092\u4f5c\u308a\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u5165\u793e\u65e5\u30fb\u9000\u8077\u65e5\u306e\u305a\u308c\u3092\u3069\u3053\u307e\u3067\u8a31\u3059\u304b\u3092\u3001\u63a1\u7528\u306e\u8cac\u4efb\u8005\u3068\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u901a\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306e\u30ec\u30dd\u30fc\u30c8\u304b\u308920\u901a\u3092\u9078\u3073\u3001\u793e\u5185\u3067\u8a8d\u3081\u3089\u308c\u305f\u751f\u6210AI\u306e\u753b\u9762\u3067\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u307e\u3059\u3002**\u7533\u544a\u3068\u7167\u4f1a\u7d50\u679c\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u304b\u3001\u7a7a\u306e\u7167\u4f1a\u7d50\u679c\u3092\u88dc\u308f\u306a\u3044\u304b\u3001\u30b3\u30e1\u30f3\u30c8\u3092\u8981\u7d04\u3057\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u5fdc\u52df\u66f8\u985e\u306e\u9805\u76ee\u3068\u5225\u540d\u306e\u4e00\u89a7\u3092\u6574\u3048\u308b**\n\n\u63a1\u7528\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u5b66\u6b74\u30fb\u8077\u6b74\u3092\u9805\u76ee\u3068\u3057\u3066\u53d6\u308a\u51fa\u305b\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\u904e\u53bb\u306e\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u3001\u5b66\u6821\u540d\u30fb\u4f1a\u793e\u540d\u306e\u5225\u540d\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002**\u540c\u610f\u306e\u8a18\u9332\u3092\u5019\u88dc\u8005ID\u3067\u5f15\u3051\u308b\u5f62\u306b\u3057\u3066\u304a\u304f**\u306e\u3082\u3001\u3053\u3053\u3067\u6e08\u307e\u305b\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u4e00\u89a7\u307e\u3067\u3092\u3064\u306a\u3050**\n\nS3\u3001Lambda\u3001Textract\u3001Claude API\u3001Python \u306e\u7167\u5408\u3092\u3064\u306a\u304e\u3001\u78ba\u8a8d\u306e\u9032\u307f\u5177\u5408\u306e\u8868\u306b\u5370\u3092\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u53d6\u5f15\u306e\u591a\u3044\u8abf\u67fb\u4f1a\u793e1\u793e\u306e\u30ec\u30dd\u30fc\u30c8\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5bfe\u8c61\u3092\u3059\u3079\u3066\u306e\u8abf\u67fb\u4f1a\u793e\u306b\u5e83\u3052\u3001`needs_human` \u3068 `app_mismatch` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u3066\u5bfe\u5fdc\u8868\u3068\u5225\u540d\u306e\u4e00\u89a7\u3092\u76f4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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