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\u4f5c\u696d | \u4e2d\u8eab | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u306e\u898b\u51fa\u3057 | \u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3001\u767a\u884c\u6a5f\u95a2\u3001\u767a\u884c\u65e5\u3092\u539f\u6587\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u66f8\u304d\u51fa\u3059 | \u767a\u884c\u65e5\u3092\u63db\u7b97\u3059\u308b\u3053\u3068 |\n| \u756a\u53f7\u3054\u3068\u306e\u8a33\u6587 | `S-` \u306e\u756a\u53f7\u3054\u3068\u306b\u65e5\u672c\u8a9e\u306b\u8a33\u3059\u3002\u5370\u7ae0\u30fb\u7f72\u540d\u30fb\u900f\u304b\u3057\u306f\u3014\u5370\u3015\u3014\u7f72\u540d\u3015\u3014\u900f\u304b\u3057\u3015\u3068\u66f8\u304f | \u756a\u53f7\u3092\u307e\u3068\u3081\u308b\u3053\u3068\u3001\u7701\u304f\u3053\u3068 |\n| \u8ee2\u8a18\u9805\u76ee\u306e\u4e00\u89a7 | \u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u5a5a\u59fb\u306e\u5e74\u6708\u65e5\u3001\u5b66\u6821\u540d\u3001\u5b66\u4f4d\u3001\u5352\u696d\u306e\u5e74\u6708\u65e5\u3001\u52e4\u52d9\u5148\u3001\u5728\u8077\u671f\u9593\u306a\u3069\u3001\u6839\u62e0\u306e\u756a\u53f7\u3064\u304d | \u65c5\u5238\u306b\u5408\u308f\u305b\u3066\u7db4\u308a\u3084\u65e5\u4ed8\u3092\u76f4\u3059\u3053\u3068 |\n\n**\u6c0f\u540d\u306f\u8a33\u3057\u307e\u305b\u3093\u3002** \u539f\u6587\u306e\u7db4\u308a\u3092\u305d\u306e\u307e\u307e\u66f8\u304b\u305b\u3001\u30ab\u30bf\u30ab\u30ca\u306e\u8868\u8a18\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002**\u7533\u8acb\u66f8\u306b\u3069\u3046\u66f8\u304f\u304b\u306f\u3001\u65c5\u5238\u3068\u4f9d\u983c\u8005\u306e\u610f\u5411\u3067\u6c7a\u307e\u308b\u3053\u3068\u3067\u3001AI\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\u65e5\u4ed8\u306f\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u6708\u5e74\u304b\u6708\u65e5\u5e74\u304b\u306e\u898b\u7acb\u3066\u3092\u5206\u3051\u3066\u66f8\u304b\u305b\u307e\u3059\u3002** 05\/04\/2019 \u306e\u3088\u3046\u306b**\u3069\u3061\u3089\u3068\u3082\u8aad\u3081\u308b\u3082\u306e\u306f `ambiguous`** \u3068\u3057\u3001\u898b\u7acb\u3066\u30921\u3064\u306b\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002\u767a\u884c\u56fd\u306e\u6163\u7fd2\u306f\u4eba\u304c\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u66a6\u306e\u63db\u7b97\u3082\u3055\u305b\u307e\u305b\u3093\u3002** \u4ecf\u66a6\u3084\u6c11\u56fd\u66a6\u3067\u66f8\u304b\u308c\u305f\u5e74\u306f\u3001**\u539f\u6587\u306e\u5e74\u3068\u66a6\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u304b\u305b\u3001\u897f\u66a6\u3078\u306e\u63db\u7b97\u306f Python \u306e\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002** \u63db\u7b97\u306f\u8db3\u3057\u7b97\u3067\u6c7a\u307e\u308b\u306e\u3067\u3001AI\u306b\u4efb\u305b\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u7b87\u6240\u3092\u524d\u5f8c\u304b\u3089\u88dc\u3046 | \u88dc\u3063\u305f\u8a33\u6587\u306b\u7ffb\u8a33\u8005\u304c\u7f72\u540d\u3059\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u6c0f\u540d\u306e\u30ab\u30bf\u30ab\u30ca\u8868\u8a18\u3092\u6c7a\u3081\u308b | \u65c5\u5238\u3068\u4f9d\u983c\u8005\u306e\u610f\u5411\u3067\u6c7a\u307e\u308b |\n| \u65e5\u4ed8\u306e\u4e26\u3073\u30921\u3064\u306b\u6c7a\u3081\u308b | \u767a\u884c\u56fd\u306e\u6163\u7fd2\u306f\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u66a6\u306e\u63db\u7b97 | \u898f\u5247\u3067\u6bce\u56de\u540c\u3058\u7b54\u3048\u3092\u51fa\u3059 |\n| \u66f8\u985e\u3068\u3057\u3066\u8db3\u308a\u308b\u304b\u306e\u5224\u65ad | \u3069\u306e\u66f8\u985e\u3092\u51fa\u3059\u304b\u306f\u884c\u653f\u66f8\u58eb\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u30b9\u30bf\u30f3\u30d7\u3067\u534a\u5206\u96a0\u308c\u305f\u884c\u3092\u6e21\u3059\u3068\u3001\u524d\u5f8c\u306e\u6587\u8108\u304b\u3089\u305d\u308c\u3089\u3057\u3044\u6587\u3092\u4f5c\u308a\u3001**\u305d\u306e\u77ac\u9593\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u884c\u653f\u66f8\u58eb\u4e8b\u52d9\u6240\u3067\u3001\u5728\u7559\u8cc7\u683c\u306e\u7533\u8acb\u306b\u6dfb\u4ed8\u3059\u308b\u8a3c\u660e\u66f8\u306e\u8a33\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\u3053\u306e\u4e0b\u66f8\u304d\u306f\u3001\u8077\u54e1\u304c\u539f\u6587\u3068\u7167\u3089\u3057\u3066\u76f4\u3057\u3001\u7ffb\u8a33\u8005\u3068\u3057\u3066\u7f72\u540d\u3057\u307e\u3059\u3002\n\n\u3010\u8a33\u3057\u65b9\u3011\n- S- \u306e\u756a\u53f7\u3054\u3068\u306b\u30011\u3064\u305a\u3064\u65e5\u672c\u8a9e\u306b\u8a33\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u756a\u53f7\u3092\u307e\u3068\u3081\u305f\u308a\u3001\u7701\u3044\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u539f\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u8a33\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aac\u660e\u3084\u88dc\u8db3\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5370\u7ae0\u306f\u3014\u5370\u3015\u3001\u624b\u66f8\u304d\u306e\u7f72\u540d\u306f\u3014\u7f72\u540d\u3015\u3001\u900f\u304b\u3057\u306f\u3014\u900f\u304b\u3057\u3015\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u3081\u306a\u3044\u7b87\u6240\u306f\u3014\u5224\u8aad\u4e0d\u80fd\u3015\u3068\u66f8\u304d\u3001status \u3092 unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u524d\u5f8c\u306e\u6587\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7528\u8a9e\u96c6\u306b\u3042\u308b\u8a9e\u306f\u3001\u7528\u8a9e\u96c6\u306e\u8a33\u8a9e\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a3c\u660e\u66f8\u306e\u756a\u53f7\u3084\u767b\u9332\u306e\u756a\u53f7\u306f\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6c0f\u540d\u3068\u65e5\u4ed8\u3011\n- \u6c0f\u540d\u306f\u8a33\u3055\u305a\u3001\u539f\u6587\u306e\u7db4\u308a\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u30ab\u30bf\u30ab\u30ca\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e original \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u6708\u5e74\u304b\u6708\u65e5\u5e74\u304b\u3001\u3069\u3061\u3089\u3068\u3082\u8aad\u3081\u308b\u65e5\u4ed8\u306f ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u30021\u3064\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4ecf\u66a6\u30fb\u6c11\u56fd\u66a6\u306a\u3069\u306e\u5e74\u306f\u3001\u5e74\u306e\u6570\u5b57\u3068\u66a6\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u897f\u66a6\u306b\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8ee2\u8a18\u9805\u76ee\u3011\n\u6b21\u306e\u9805\u76ee\u3092\u3001\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u6c0f\u540d\uff0f\u751f\u5e74\u6708\u65e5\uff0f\u51fa\u751f\u5730\uff0f\u56fd\u7c4d\uff0f\u7236\u6bcd\u306e\u6c0f\u540d\uff0f\u5a5a\u59fb\u306e\u5e74\u6708\u65e5\uff0f\u914d\u5076\u8005\u306e\u6c0f\u540d\uff0f\n\u5b66\u6821\u540d\uff0f\u5b66\u4f4d\u30fb\u8ab2\u7a0b\uff0f\u5352\u696d\u306e\u5e74\u6708\u65e5\uff0f\u52e4\u52d9\u5148\uff0f\u5f79\u8077\uff0f\u5728\u8077\u671f\u9593\uff0f\u767a\u884c\u6a5f\u95a2\uff0f\u767a\u884c\u65e5\n\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f value \u3092\u7a7a\u306b\u3057\u3001status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u305d\u308c\u305e\u308c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f S- \u306e\u756a\u53f7\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u306f\u7167\u5408\u306e\u305f\u3081\u306e\u53c2\u8003\u3067\u3059\u3002\u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u3092\u305d\u308c\u306b\u5408\u308f\u305b\u3066\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u3068\u3057\u3066\u8db3\u308a\u308b\u304b\u3001\u3069\u306e\u5728\u7559\u8cc7\u683c\u306b\u4f7f\u3048\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6700\u5f8c\u306b\u3001\u8a33\u3057\u305f S- \u306e\u756a\u53f7\u3092\u3059\u3079\u3066\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{ocr_segments}\n\u3010\u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u3011{applicant}\n\u3010\u7528\u8a9e\u96c6\u3011{glossary}\n```\n\n**\u300c\u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u306b\u5408\u308f\u305b\u3066\u76f4\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u7db4\u308a\u304c\u65c5\u5238\u306b\u305d\u308d\u3044\u307e\u3059\u3002** \u65c5\u5238\u306e NGUYEN THI \u3092\u6e21\u3059\u3068\u3001\u8a3c\u660e\u66f8\u306e Nguy\u1ec5n Th\u1ecb \u3082\u540c\u3058\u5f62\u306b\u66f8\u304d\u63db\u3048\u307e\u3059\u3002**\u7167\u5408\u306e\u6750\u6599\u3068\u3057\u3066\u6e21\u3057\u305f\u3082\u306e\u304c\u3001\u7167\u5408\u3059\u308b\u524d\u306b\u7b54\u3048\u3092\u6d88\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\u300c\u8a33\u3057\u305f\u756a\u53f7\u3092\u3059\u3079\u3066\u4e26\u3079\u308b\u300d\u306f\u3001\u8a33\u3057\u843d\u3068\u3057\u306e\u691c\u67fb\u3067\u3059\u3002** \u4e26\u3093\u3060\u756a\u53f7\u3092\u3001\u524d\u51e6\u7406\u3067\u632f\u3063\u305f\u756a\u53f7\u306e\u4e00\u89a7\u3068\u6bd4\u3079\u3001**\u8db3\u308a\u306a\u3051\u308c\u3070\u3069\u306e\u756a\u53f7\u304c\u629c\u3051\u305f\u304b\u304c\u305d\u306e\u307e\u307e\u5206\u304b\u308a\u307e\u3059\u3002**","output_data":"**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"case_id\": \"\",\n  \"document\": {\n    \"type\": \"marriage | birth | graduation | employment | other\",\n    \"issuer\": { \"original\": \"\", \"ja\": \"\" },\n    \"issue_date\": { \"original\": \"\", \"calendar\": \"gregorian | buddhist | roc | other\", \"order\": \"dmy | mdy | ymd | ambiguous\" }\n  },\n  \"segments\": [\n    { \"id\": \"S-01\", \"page\": 1, \"ja\": \"\", \"status\": \"ok | unreadable\", \"note\": \"\" }\n  ],\n  \"fields\": [\n    { \"name\": \"date_of_marriage\", \"original\": \"\", \"status\": \"ok | missing | unreadable | ambiguous\", \"source\": [\"S-07\"] }\n  ],\n  \"translated_ids\": []\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`segments` \u306e\u756a\u53f7\u3067\u8a33\u3057\u843d\u3068\u3057\u3092\u6a5f\u68b0\u3067\u898b\u3064\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `translated_ids` \u3068\u524d\u51e6\u7406\u306e\u756a\u53f7\u306e\u4e00\u89a7\u304c\u5408\u308f\u306a\u3051\u308c\u3070\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u69d8\u5f0f\u3078\u306e\u5dee\u3057\u8fbc\u307f\u3092\u6b62\u3081\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u65e5\u4ed8\u3092 `original` \u3068 `calendar` \u3068 `order` \u306b\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u897f\u66a6\u306e\u5e74\u6708\u65e5\u306f\u3001\u3053\u306e3\u3064\u304b\u3089 Python \u304c\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002**`order` \u304c `ambiguous` \u306e\u3082\u306e\u306f\u7d44\u307f\u7acb\u3066\u305a\u3001\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`fields` \u306e `source` \u3067\u7533\u8acb\u66f8\u306e\u5024\u306e\u51fa\u3069\u3053\u308d\u3092\u8ffd\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u7533\u8acb\u66f8\u306e\u5a5a\u59fb\u306e\u5e74\u6708\u65e5\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001`S-07` \u306e\u539f\u6587\u3068\u8a33\u6587\u3092\u4e26\u3079\u3066\u898b\u308b\u3060\u3051\u3067\u6e08\u307f\u307e\u3059\u3002\n\n**\u5f8c\u6bb5\u306e Python \u306f\u3001`fields` \u3092\u65c5\u5238\u306e\u8a18\u8f09\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u6b21\u306e\u3088\u3046\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n| \u7167\u5408\u306e\u7d50\u679c | \u5370 |\n|:--|:--|\n| \u6c0f\u540d\u306e\u7db4\u308a\u304c\u3001\u767a\u97f3\u8a18\u53f7\u3092\u9664\u3044\u3066\u4e00\u81f4 | `match_diacritics`\uff08\u4eba\u304c\u78ba\u304b\u3081\u308b\uff09 |\n| \u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4 | `match` |\n| \u751f\u5e74\u6708\u65e5\u304c\u65e5\u3068\u6708\u3092\u5165\u308c\u66ff\u3048\u308b\u3068\u4e00\u81f4 | `swap_suspected` |\n| \u4e00\u81f4\u3057\u306a\u3044 | `mismatch` |\n\n**`match_diacritics` \u3092\u4e00\u81f4\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u306e\u306f\u3001\u7533\u8acb\u66f8\u306e\u8868\u8a18\u3092\u6c7a\u3081\u308b\u306e\u304c\u4eba\u3060\u304b\u3089\u3067\u3059\u3002** \u30d9\u30c8\u30ca\u30e0\u8a9e\u306e\u58f0\u8abf\u8a18\u53f7\u3084\u3001\u30c9\u30a4\u30c4\u8a9e\u306e\u30a6\u30e0\u30e9\u30a6\u30c8\u3092\u5916\u305b\u3070\u4e00\u81f4\u3059\u308b\u7db4\u308a\u306f\u3001**\u65c5\u5238\u306e\u5074\u306e\u66f8\u304d\u65b9\u306b\u305d\u308d\u3048\u3066\u7533\u8acb\u66f8\u306b\u66f8\u304f\u3053\u3068\u304c\u591a\u3044**\u3082\u306e\u306e\u3001\u4f9d\u983c\u8005\u3054\u3068\u306b\u78ba\u304b\u3081\u308b\u4f59\u5730\u304c\u6b8b\u308a\u307e\u3059\u3002\u5370\u3092\u4ed8\u3051\u3066\u3001\u78ba\u304b\u3081\u308b\u4e00\u89a7\u306b\u56de\u3057\u307e\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u6848\u4ef6\u30d5\u30a9\u30eb\u30c0 | Make \u306e\u30c8\u30ea\u30ac\u30fc | \u300c\u53d7\u9818\u300d\u3078\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057 | \u6587\u5b57\u30fb\u4f4d\u7f6e\u30fb\u4fe1\u983c\u5ea6\u30fb\u54c1\u8cea\u30b9\u30b3\u30a2\u30fb\u8a00\u8a9e\u3092\u8fd4\u3059 |\n| Gemini API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u756a\u53f7\u3054\u3068\u306e\u8a33\u6587\u3068\u8ee2\u8a18\u9805\u76ee |\n| Python | \u51e6\u7406\u306e\u547c\u3073\u51fa\u3057 | \u66a6\u306e\u63db\u7b97\u3001\u65c5\u5238\u3068\u306e\u7a81\u304d\u5408\u308f\u305b |\n| Word \u306e\u8a33\u6587\u306e\u69d8\u5f0f | \u5dee\u3057\u8fbc\u307f | \u756a\u53f7\u3064\u304d\u306e\u4e0b\u66f8\u304d\u3001\u539f\u6587\u306e\u8a00\u8a9e\u3001\u7ffb\u8a33\u8005\u306e\u7f72\u540d\u6b04 |\n\n**\u7533\u8acb\u66f8\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8ee2\u8a18\u9805\u76ee\u306e\u4e00\u89a7\u306f\u7533\u8acb\u66f8\u306e\u96a3\u306b\u7f6e\u304f\u8868\u3067\u3001**\u7533\u8acb\u66f8\u306b\u5199\u3059\u306e\u306f\u88dc\u52a9\u8005\u3067\u3059\u3002** \u4e0b\u66f8\u304d\u304b\u3089\u7533\u8acb\u66f8\u3078\u76f4\u63a5\u5199\u3059\u7d4c\u8def\u3092\u4f5c\u308b\u3068\u3001`ambiguous` \u306e\u65e5\u4ed8\u304c\u78ba\u304b\u3081\u308b\u524d\u306b\u7533\u8acb\u66f8\u306b\u5165\u308a\u307e\u3059\u3002\n\n**\u8a33\u6587\u306e\u69d8\u5f0f\u306e\u7f72\u540d\u6b04\u3082\u7a7a\u306e\u307e\u307e\u51fa\u3057\u307e\u3059\u3002** \u7ffb\u8a33\u8005\u306e\u6c0f\u540d\u3068\u7f72\u540d\u306f\u3001\u78ba\u304b\u3081\u305f\u4eba\u304c\u5165\u308c\u307e\u3059\u3002\n\n**\u69d8\u5f0f\u306e\u4e2d\u8eab\u306f\u3001\u4e8b\u52d9\u6240\u30671\u3064\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002** \u5192\u982d\u306b\u66f8\u985e\u306e\u7a2e\u985e\u3068\u539f\u6587\u306e\u8a00\u8a9e\u3001\u672c\u6587\u306b\u756a\u53f7\u3064\u304d\u306e\u8a33\u6587\u3001\u672b\u5c3e\u306b\u7ffb\u8a33\u306e\u65e5\u4ed8\u3068\u7ffb\u8a33\u8005\u306e\u6c0f\u540d\u30fb\u7f72\u540d\u306e\u6b04\u3092\u7f6e\u304d\u307e\u3059\u3002**\u756a\u53f7\u306f\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u9053\u5177\u306a\u306e\u3067\u3001\u63d0\u51fa\u7528\u306e\u8a33\u6587\u304b\u3089\u5916\u3059\u304b\u3069\u3046\u304b\u3082\u4e8b\u52d9\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u5916\u3059\u5834\u5408\u3082\u3001\u756a\u53f7\u3064\u304d\u306e\u7248\u3092\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u307e\u3059\u3002","human_review":"**\u88dc\u52a9\u8005\u304c\u958b\u304f\u306e\u306f\u3001\u8a33\u6587\u306e\u69d8\u5f0f\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3067\u3059\u3002** \u6b21\u306e\u9806\u306b\u898b\u307e\u3059\u3002\n\n1. **\u54c1\u8cea\u306e\u5370\u3068 `unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u64ae\u308a\u76f4\u3057\u3067\u76f4\u308b\u3082\u306e\u304b\u3001\u4f9d\u983c\u8005\u306b\u805e\u304f\u3082\u306e\u304b\u3092\u5206\u3051\u307e\u3059\n2. **\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3092\u7247\u3065\u3051\u308b** \u2026 `ambiguous` \u306e\u65e5\u4ed8\u306f\u767a\u884c\u56fd\u306e\u6163\u7fd2\u3067\u6c7a\u3081\u3001`mismatch` \u3068 `swap_suspected` \u306f\u539f\u6587\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u539f\u6587\u3068\u8a33\u6587\u3092\u756a\u53f7\u3067\u4e26\u3079\u3066\u8aad\u3080** \u2026 \u8aad\u3081\u308b\u8a00\u8a9e\u306f\u5168\u756a\u53f7\u3001\u8aad\u3081\u306a\u3044\u8a00\u8a9e\u306f**\u624b\u66f8\u304d\u306e\u5370\u3068\u8ee2\u8a18\u9805\u76ee\u306e\u6839\u62e0\u306e\u756a\u53f7**\u3092\u91cd\u304f\u898b\u307e\u3059\n4. **\u7528\u8a9e\u96c6\u306b\u306a\u3044\u8a33\u8a9e\u3092\u62fe\u3046** \u2026 \u65b0\u3057\u304f\u6c7a\u3081\u305f\u8a33\u8a9e\u306f\u7528\u8a9e\u96c6\u306b\u8db3\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306e\u8aad\u3081\u306a\u3044\u8a00\u8a9e\u306e\u6271\u3044\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002** \u30cd\u30d1\u30fc\u30eb\u8a9e\u306e\u8a3c\u660e\u66f8\u3092\u88dc\u52a9\u8005\u304c\u5168\u6587\u78ba\u304b\u3081\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002**\u8ee2\u8a18\u9805\u76ee\u306e\u6839\u62e0\u306b\u306a\u3063\u305f\u756a\u53f7\u3060\u3051\u306f\u3001\u4f9d\u983c\u8005\u306b\u539f\u6587\u3092\u6307\u3055\u3057\u3066\u3082\u3089\u3044\u306a\u304c\u3089\u78ba\u304b\u3081\u307e\u3059\u3002** \u7167\u3089\u3059\u7b87\u6240\u304c\u756a\u53f7\u3067\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u805e\u304f\u7bc4\u56f2\u304c\u7d5e\u308c\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306b\u884c\u653f\u66f8\u58eb\u304c\u78ba\u304b\u3081\u3001\u7ffb\u8a33\u8005\u304c\u7f72\u540d\u3057\u307e\u3059\u3002** \u7f72\u540d\u3057\u305f\u4eba\u304c\u3001\u305d\u306e\u8a33\u6587\u306e\u6b63\u78ba\u3055\u306b\u8cac\u4efb\u3092\u6301\u3061\u307e\u3059\u3002**\u4e0b\u66f8\u304d\u3092\u4f5c\u3063\u305f\u306e\u304cAI\u3067\u3082\u3001\u3053\u306e\u9806\u756a\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308b | \u8fd4\u3063\u3066\u304d\u305f\u539f\u56e0\u3092\u6dfb\u3048\u3066\u3001\u4f9d\u983c\u8005\u306b\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080 |\n| \u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u304c\u4e0a\u9650\u3092\u8d85\u3048\u308b | \u30aa\u30f3\u30e9\u30a4\u30f3\u51e6\u7406\u306f40MB\u30fb15\u30da\u30fc\u30b8\u307e\u3067\u3002\u5206\u5272\u3059\u308b\u304b\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u56de\u3059 |\n| 2\u304b\u56fd\u8a9e\u304c\u4f75\u8a18\u3055\u308c\u3066\u3044\u308b | \u30da\u30fc\u30b8\u3054\u3068\u306e\u8a00\u8a9e\u3092\u898b\u3066\u3001**\u8a33\u3059\u306e\u306f\u65e5\u672c\u8a9e\u30fb\u82f1\u8a9e\u4ee5\u5916\u306e\u5074\u3082\u542b\u3081\u3066\u5168\u90e8**\u3068\u3059\u308b |\n| \u30a2\u30dd\u30b9\u30c6\u30a3\u30fc\u30e6\u3084\u8a8d\u8a3c\u306e\u5225\u7d19\u304c\u3042\u308b | \u540c\u3058\u8a3c\u660e\u66f8\u306e\u7d9a\u304d\u306e\u30da\u30fc\u30b8\u3068\u3057\u3066\u8a33\u3059 |\n| \u624b\u66f8\u304d\u306e\u6b04\u304c\u3042\u308b | \u624b\u66f8\u304d\u306e\u5370\u3092\u4ed8\u3051\u3001\u88dc\u52a9\u8005\u304c\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| AI\u304c\u8aad\u3093\u3060\u66f8\u985e\u306e\u7a2e\u985e\u304c\u3001\u88dc\u52a9\u8005\u306e\u4ed8\u3051\u305f\u7a2e\u985e\u3068\u9055\u3046 | \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u306b\u51fa\u3057\u3001\u88dc\u52a9\u8005\u304c\u6c7a\u3081\u308b |\n| \u8a33\u3057\u305f\u756a\u53f7\u304c\u8db3\u308a\u306a\u3044 | \u69d8\u5f0f\u3078\u306e\u5dee\u3057\u8fbc\u307f\u3092\u6b62\u3081\u3001\u629c\u3051\u305f\u756a\u53f7\u3060\u3051\u3092\u8aad\u307f\u76f4\u3055\u305b\u308b |\n| \u7528\u8a9e\u96c6\u306b\u306a\u3044\u5b66\u4f4d\u30fb\u5f79\u8077 | \u4e0b\u66f8\u304d\u306e\u8a33\u8a9e\u306b\u5370\u3092\u4ed8\u3051\u3001\u88dc\u52a9\u8005\u304c\u6c7a\u3081\u3066\u7528\u8a9e\u96c6\u306b\u8db3\u3059 |\n| \u4f9d\u983c\u8005\u304c\u81ea\u5206\u3067\u4f5c\u3063\u305f\u8a33\u6587\u304c\u4ed8\u3044\u3066\u304f\u308b | \u53c2\u8003\u3068\u3057\u3066\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001**\u4e8b\u52d9\u6240\u306e\u4e0b\u66f8\u304d\u3068\u756a\u53f7\u3067\u7a81\u304d\u5408\u308f\u305b\u308b\u3002\u305d\u306e\u307e\u307e\u4f7f\u308f\u306a\u3044** |\n| \u540c\u3058\u8a3c\u660e\u66f8\u304c\u5199\u771f\u3068\u30b9\u30ad\u30e3\u30f3\u30672\u901a\u5c4a\u304f | \u54c1\u8cea\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u307b\u3046\u3092\u6b8b\u3057\u3001\u3082\u3046\u4e00\u65b9\u306b\u306f\u5370\u3092\u4ed8\u3051\u3066\u8a33\u3055\u306a\u3044 |\n| API\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u300c\u53d7\u9818\u300d\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u4e0a\u306e2\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u4f9d\u983c\u8005\u304b\u3089\u306e\u53d7\u3051\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u64ae\u308a\u65b9\u306e\u6848\u5185\u3092\u4f9d\u983c\u8005\u5411\u3051\u306b1\u679a\u4f5c\u308b\u307b\u3046\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u8a2d\u5b9a\u3092\u5909\u3048\u308b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002","log_storage":"- \u5143\u306e\u753b\u50cf\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\n- OCR\u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u5168\u6587\u3001\u6bb5\u843d\u30fb\u884c\u3001\u4fe1\u983c\u5ea6\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u8a00\u8a9e\uff09\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u4f7f\u3063\u305f\u6307\u793a\u6587\u30fb\u7528\u8a9e\u96c6\u306e\u7248\n- \u88dc\u52a9\u8005\u304c\u76f4\u3057\u305f\u756a\u53f7\u3068\u3001\u76f4\u3057\u305f\u524d\u5f8c\u306e\u8a33\u6587\n- \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3068\u3001\u305d\u308c\u305e\u308c\u3092\u3069\u3046\u6c7a\u3081\u305f\u304b\uff08\u767a\u884c\u56fd\u306e\u6163\u7fd2\u3001\u4f9d\u983c\u8005\u3078\u306e\u78ba\u8a8d\u306a\u3069\uff09\n- \u7ffb\u8a33\u8005\u3068\u3057\u3066\u7f72\u540d\u3057\u305f\u4eba\u3068\u65e5\u4ed8\n\n**4\u3064\u76ee\u306e\u300c\u76f4\u3057\u305f\u756a\u53f7\u300d\u306f\u3001\u8a00\u8a9e\u3054\u3068\u306e\u4e0b\u66f8\u304d\u306e\u8cea\u3092\u898b\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u76f4\u3057\u306e\u591a\u3044\u8a00\u8a9e\u304c\u5206\u304b\u308c\u3070\u3001\u305d\u306e\u8a00\u8a9e\u306e\u8a3c\u660e\u66f8\u3060\u3051\u306f\u78ba\u304b\u3081\u308b\u6642\u9593\u3092\u591a\u3081\u306b\u898b\u8fbc\u307f\u307e\u3059\u3002\n\n**5\u3064\u76ee\u306e\u300c\u3069\u3046\u6c7a\u3081\u305f\u304b\u300d\u306f\u3001\u540c\u3058\u56fd\u306e\u6b21\u306e\u6848\u4ef6\u3067\u52b9\u304d\u307e\u3059\u3002** \u3042\u308b\u56fd\u306e\u8a3c\u660e\u66f8\u306e\u65e5\u4ed8\u304c\u65e5\u6708\u5e74\u306e\u9806\u3060\u3068\u4e00\u5ea6\u78ba\u304b\u3081\u308c\u3070\u3001**\u6b21\u304b\u3089\u306f\u305d\u306e\u56fd\u306e `ambiguous` \u3092\u540c\u3058\u6839\u62e0\u3067\u7247\u3065\u3051\u3089\u308c\u307e\u3059\u3002** \u767a\u884c\u56fd\u3054\u3068\u306e\u6163\u7fd2\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u88dc\u52a9\u8005\u306e\u3042\u3044\u3060\u3067\u5171\u6709\u3057\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":2,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":4,"assumption_frequency":120,"assumption_workdays":20,"volume_month":120,"before_minutes_per_case":45,"after_minutes_per_case":15,"hourly_cost":3500,"before_hours_month":90,"after_hours_month":30,"saved_hours_month":60,"reduction_rate":67,"saved_hours_year":720,"annual_cost_effect":2520000,"summary":"\u4f9d\u983c\u8005\u304b\u3089\u9810\u304b\u3063\u305f\u5916\u56fd\u8a9e\u306e\u8a3c\u660e\u66f8\u3092 Google Document AI \u3067\u8aad\u307f\u53d6\u308a\u3001\u751f\u6210AI\u3067\u65e5\u672c\u8a9e\u306e\u8a33\u6587\u306e\u4e0b\u66f8\u304d\u3068\u3001\u7533\u8acb\u66f8\u3078\u5199\u3059\u9805\u76ee\u306e\u4e00\u89a7\u3092\u4f5c\u308a\u307e\u3059\u3002\u8077\u54e1\u306e\u4f5c\u696d\u306f\u3001\u8f9e\u66f8\u3092\u5f15\u304d\u306a\u304c\u3089\u8a33\u3059\u3053\u3068\u304b\u3089\u3001\u539f\u6587\u3068\u4e26\u3079\u3066\u78ba\u304b\u3081\u3001\u7ffb\u8a33\u8005\u3068\u3057\u3066\u7f72\u540d\u3059\u308b\u3053\u3068\u306b\u5909\u308f\u308a\u307e\u3059\u3002","before_flow":"1. \u4f9d\u983c\u8005\u304b\u3089\u8a3c\u660e\u66f8\u306e\u30b9\u30ad\u30e3\u30f3\u304b\u5199\u771f\u3092\u53d7\u3051\u53d6\u308a\u3001\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b\n2. \u88dc\u52a9\u8005\u304c1\u901a\u305a\u3064\u958b\u304d\u3001\u4f55\u306e\u8a3c\u660e\u66f8\u304b\u3001\u3069\u306e\u6a5f\u95a2\u304c\u3044\u3064\u767a\u884c\u3057\u305f\u304b\u3092\u8aad\u3080\n3. 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\u8a33\u6587\u306f\u539f\u6587\u3088\u308a\u77ed\u304f\u306a\u308a\u304c\u3061\u3067\u3001**\u6b04\u5916\u306e\u6ce8\u8a18\u3084\u3001\u88cf\u9762\u306e\u8ffd\u8a18\u304c\u8a33\u3055\u308c\u306a\u3044\u307e\u307e**\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u539f\u6587\u3068\u8a33\u6587\u3092\u4e26\u3079\u30661\u884c\u305a\u3064\u7167\u3089\u3059\u4f5c\u696d\u306f\u3001\u6642\u9593\u304c\u306a\u3044\u3068\u304d\u306b\u6700\u521d\u306b\u7701\u304b\u308c\u307e\u3059\u3002","before_flow_steps":["\u4f9d\u983c\u8005\u304b\u3089\u8a3c\u660e\u66f8\u306e\u30b9\u30ad\u30e3\u30f3\u304b\u5199\u771f\u3092\u53d7\u3051\u53d6\u308a\u3001\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3059\u308b","\u88dc\u52a9\u8005\u304c1\u901a\u305a\u3064\u958b\u304d\u3001\u4f55\u306e\u8a3c\u660e\u66f8\u304b\u3001\u3069\u306e\u6a5f\u95a2\u304c\u3044\u3064\u767a\u884c\u3057\u305f\u304b\u3092\u8aad\u3080","\u8f9e\u66f8\u3084\u7ffb\u8a33\u30b5\u30a4\u30c8\u3092\u4f7f\u3044\u306a\u304c\u3089\u3001Word 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\u4f9d\u983c\u8005\u304b\u3089\u5c4a\u3044\u305f\u8a3c\u660e\u66f8\u3092\u3001\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306e\u300c\u53d7\u9818\u300d\u306b\u4fdd\u5b58\u3059\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** Google Document AI \u304c\u6587\u5b57\u3068\u6bb5\u843d\u30fb\u884c\u3001\u4fe1\u983c\u5ea6\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u30da\u30fc\u30b8\u3054\u3068\u306e\u8a00\u8a9e\u3092\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u6bb5\u843d\u3068\u884c\u306b `S-` \u306e\u756a\u53f7\u3092\u632f\u308a\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u30da\u30fc\u30b8\u306b\u5370\u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** 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\u304c\u3042\u308c\u3070\u8aad\u307f\u53d6\u308c\u306a\u304b\u3063\u305f\u7b87\u6240\u3067\u3059\u3002**\u7167\u3089\u3059\u5834\u6240\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u8aad\u3081\u306a\u3044\u8a00\u8a9e\u3067\u3082\u3001\u78ba\u304b\u3081\u308b\u7b87\u6240\u3092\u4f9d\u983c\u8005\u306b\u7d5e\u3063\u3066\u805e\u3051\u307e\u3059\u3002**\n\n**6\u756a\u76ee\u3092\u898f\u5247\u3067\u884c\u3063\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u66a6\u306e\u63db\u7b97\u3068\u65c5\u5238\u3068\u306e\u7167\u5408\u306f\u3001**\u6bce\u56de\u540c\u3058\u7b54\u3048\u304c\u51fa\u308b\u3079\u304d\u4f5c\u696d**\u3067\u3059\u3002AI\u306b\u4efb\u305b\u308b\u3068\u3001\u540c\u3058\u8a3c\u660e\u66f8\u3067\u9055\u3046\u5e74\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","after_flow_steps":["**\u3010\u4eba\u3011** 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\u884c\u653f\u66f8\u58eb\u304c\u78ba\u304b\u3081\u3001\u7ffb\u8a33\u8005\u304c\u7f72\u540d\u3059\u308b"],"architecture":"```\n\u4f9d\u983c\u8005\u304b\u3089\u5c4a\u3044\u305f\u8a3c\u660e\u66f8\uff08\u30b9\u30ad\u30e3\u30f3\u30fb\u5199\u771f\uff09\n   \u2502\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u300c\u53d7\u9818\u300d\u3078\u306e\u4fdd\u5b58\nMake \u2500\u2500 \u5f62\u5f0f\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u306e\u78ba\u8a8d\n   \u25bc\nGoogle Document AI\uff08Enterprise Document OCR\uff09\n   \u2502   \u6587\u5b57\u30fb\u6bb5\u843d\u30fb\u884c\u3001\u4fe1\u983c\u5ea6\u3001\u753b\u50cf\u306e\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u30da\u30fc\u30b8\u3054\u3068\u306e\u8a00\u8a9e\n   \u25bc\nMake \u2500\u2500 \u6bb5\u843d\u3068\u884c\u306b S- \u306e\u756a\u53f7\u3092\u632f\u308b\uff0f\u54c1\u8cea\u306e\u4f4e\u3044\u30da\u30fc\u30b8\u306b\u5370\n   \u25bc\nGemini API \u2500\u2500 \u69cb\u9020\u5316\u51fa\u529b\uff08JSON\u30b9\u30ad\u30fc\u30de\u3092\u6307\u5b9a\uff09\n   \u2502   \u2460 \u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u30fb\u767a\u884c\u6a5f\u95a2\u30fb\u767a\u884c\u65e5\uff08\u539f\u6587\u306e\u307e\u307e\uff09\n   \u2502   \u2461 \u756a\u53f7\u3054\u3068\u306e\u8a33\u6587\u306e\u4e0b\u66f8\u304d\n   \u2502   \u2462 \u7533\u8acb\u66f8\u306b\u5199\u3059\u9805\u76ee\u3068\u3001\u6839\u62e0\u306e\u756a\u53f7\n   \u25bc\nPython \u2500\u2500 \u66a6\u306e\u63db\u7b97\uff0f\u65c5\u5238\u306e\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\n   \u25bc\nWord \u306e\u8a33\u6587\u306e\u69d8\u5f0f\uff08\u756a\u53f7\u3064\u304d\u3001\u7ffb\u8a33\u8005\u306e\u7f72\u540d\u6b04\uff09\uff0b \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\n   \u25bc\n\u3010\u4eba\u3011\u88dc\u52a9\u8005\u304c\u539f\u6587\u3068\u7167\u3089\u3057\u3066\u76f4\u3059 \u2192 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\u30c9\u30e9\u30a4\u30d6\u306e\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0 | Box\u3001SharePoint |\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f\u3001Google Document AI \u306e Enterprise Document OCR \u3067\u3059\u3002** PDF\u3084\u753b\u50cf\u304b\u3089\u3001\u30d6\u30ed\u30c3\u30af\u30fb\u6bb5\u843d\u30fb\u884c\u30fb\u5358\u8a9e\u30fb\u8a18\u53f7\u3092\u691c\u51fa\u3057\u3001\u50be\u304d\u3092\u88dc\u6b63\u3059\u308b\u51e6\u7406\u3067\u3001**\u8a00\u8a9e\u3068\u624b\u66f8\u304d\u306e\u30d2\u30f3\u30c8**\u3092 BCP-47 \u306e\u8a00\u8a9e\u30b3\u30fc\u30c9\u3067\u6e21\u305b\u307e\u3059\u3002\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u4e00\u89a7\u3067\u306f\u3001Enterprise Document OCR \u3068 Form Parser \u304c**200\u3092\u8d85\u3048\u308b\u8a00\u8a9e**\u306b\u5bfe\u5fdc\u3059\u308b\u3068\u3055\u308c\u3001\u82f1\u8a9e\u3001\u4e2d\u56fd\u8a9e\u3001\u30d9\u30c8\u30ca\u30e0\u8a9e\u3001\u30cd\u30d1\u30fc\u30eb\u8a9e\u3001\u30bf\u30ac\u30ed\u30b0\u8a9e\u3001\u30a4\u30f3\u30c9\u30cd\u30b7\u30a2\u8a9e\u3001\u30dd\u30eb\u30c8\u30ac\u30eb\u8a9e\u306a\u3069\u3082\u542b\u307e\u308c\u307e\u3059\u3002\n\n**\u3053\u306e\u69cb\u6210\u3067\u52b9\u304f\u306e\u306f\u30013\u3064\u306e\u5024\u3067\u3059\u3002** 1\u3064\u76ee\u306f\u3001\u6bb5\u843d\u3084\u884c\u306a\u3069\u306e\u8981\u7d20\u3054\u3068\u306e `layout` \u306b\u4ed8\u304f**\u4fe1\u983c\u5ea6**\u3068\u4f4d\u7f6e\u30022\u3064\u76ee\u306f\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b 0\u301c1 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\u306e\u5074\u3067\u884c\u3048\u307e\u3059\u304c\u3001**\u4e0a\u4e0b\u304c\u9006\u306e\u5199\u771f\u306f\u56de\u3057\u3066\u304b\u3089\u5165\u308c\u307e\u3059**\n3. **\u54c1\u8cea\u30b9\u30b3\u30a2\u3092\u898b\u308b** \u2026 0.5\u3092\u4e0b\u56de\u3063\u305f\u30da\u30fc\u30b8\u306f\u3001\u8fd4\u3063\u3066\u304d\u305f\u539f\u56e0\uff08\u307c\u3084\u3051\u3001\u7167\u308a\u8fd4\u3057\u306a\u3069\uff09\u3092\u6dfb\u3048\u3066\u3001**\u4f9d\u983c\u8005\u306b\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080\u6587\u9762\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059**\n4. **\u8868\u88cf\u3068\u5225\u7d19\u3092\u305d\u308d\u3048\u308b** \u2026 \u88cf\u9762\u306e\u8ffd\u8a18\u3001\u30a2\u30dd\u30b9\u30c6\u30a3\u30fc\u30e6\u3084\u8a8d\u8a3c\u306e\u5225\u7d19\u3092\u3001\u540c\u3058\u8a3c\u660e\u66f8\u306e\u7d9a\u304d\u306e\u30da\u30fc\u30b8\u3068\u3057\u30661\u3064\u306b\u3057\u307e\u3059\n5. **\u756a\u53f7\u3092\u632f\u308b** \u2026 \u6bb5\u843d\u3068\u884c\u306e\u5358\u4f4d\u3067 `S-01` \u304b\u3089\u756a\u53f7\u3092\u632f\u308a\u3001\u30da\u30fc\u30b8\u756a\u53f7\u3068\u4f4d\u7f6e\u3092\u6301\u305f\u305b\u307e\u3059\n6. **\u65c5\u5238\u756a\u53f7\u3092\u843d\u3068\u3059** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u306f\u3001\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u56fd\u7c4d\u3060\u3051\u306b\u3057\u307e\u3059\n\n**3\u756a\u76ee\u3092\u8efd\u304f\u898b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u7167\u308a\u8fd4\u3057\u30671\u884c\u304c\u98db\u3093\u3060\u8a3c\u660e\u66f8\u3092\u8a33\u3059\u3068\u3001**\u305d\u306e\u884c\u306f\u8a33\u6587\u304b\u3089\u9ed9\u3063\u3066\u629c\u3051\u307e\u3059\u3002** \u8aad\u307f\u53d6\u308a\u306e\u6bb5\u968e\u3067\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080\u307b\u3046\u304c\u3001\u8a33\u6587\u3092\u76f4\u3059\u3088\u308a\u65e9\u304f\u7d42\u308f\u308a\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u6b21\u306e3\u3064\u3067\u3059\u3002**\n\n| \u4f5c\u696d | \u4e2d\u8eab | \u3055\u305b\u306a\u3044\u3053\u3068 |\n|:--|:--|:--|\n| \u8a3c\u660e\u66f8\u306e\u898b\u51fa\u3057 | \u8a3c\u660e\u66f8\u306e\u7a2e\u985e\u3001\u767a\u884c\u6a5f\u95a2\u3001\u767a\u884c\u65e5\u3092\u539f\u6587\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u66f8\u304d\u51fa\u3059 | \u767a\u884c\u65e5\u3092\u63db\u7b97\u3059\u308b\u3053\u3068 |\n| \u756a\u53f7\u3054\u3068\u306e\u8a33\u6587 | `S-` \u306e\u756a\u53f7\u3054\u3068\u306b\u65e5\u672c\u8a9e\u306b\u8a33\u3059\u3002\u5370\u7ae0\u30fb\u7f72\u540d\u30fb\u900f\u304b\u3057\u306f\u3014\u5370\u3015\u3014\u7f72\u540d\u3015\u3014\u900f\u304b\u3057\u3015\u3068\u66f8\u304f | \u756a\u53f7\u3092\u307e\u3068\u3081\u308b\u3053\u3068\u3001\u7701\u304f\u3053\u3068 |\n| \u8ee2\u8a18\u9805\u76ee\u306e\u4e00\u89a7 | \u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u5a5a\u59fb\u306e\u5e74\u6708\u65e5\u3001\u5b66\u6821\u540d\u3001\u5b66\u4f4d\u3001\u5352\u696d\u306e\u5e74\u6708\u65e5\u3001\u52e4\u52d9\u5148\u3001\u5728\u8077\u671f\u9593\u306a\u3069\u3001\u6839\u62e0\u306e\u756a\u53f7\u3064\u304d | \u65c5\u5238\u306b\u5408\u308f\u305b\u3066\u7db4\u308a\u3084\u65e5\u4ed8\u3092\u76f4\u3059\u3053\u3068 |\n\n**\u6c0f\u540d\u306f\u8a33\u3057\u307e\u305b\u3093\u3002** \u539f\u6587\u306e\u7db4\u308a\u3092\u305d\u306e\u307e\u307e\u66f8\u304b\u305b\u3001\u30ab\u30bf\u30ab\u30ca\u306e\u8868\u8a18\u306f\u66f8\u304b\u305b\u307e\u305b\u3093\u3002**\u7533\u8acb\u66f8\u306b\u3069\u3046\u66f8\u304f\u304b\u306f\u3001\u65c5\u5238\u3068\u4f9d\u983c\u8005\u306e\u610f\u5411\u3067\u6c7a\u307e\u308b\u3053\u3068\u3067\u3001AI\u304c\u6c7a\u3081\u308b\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\n\n**\u65e5\u4ed8\u306f\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3068\u3001\u65e5\u6708\u5e74\u304b\u6708\u65e5\u5e74\u304b\u306e\u898b\u7acb\u3066\u3092\u5206\u3051\u3066\u66f8\u304b\u305b\u307e\u3059\u3002** 05\/04\/2019 \u306e\u3088\u3046\u306b**\u3069\u3061\u3089\u3068\u3082\u8aad\u3081\u308b\u3082\u306e\u306f `ambiguous`** \u3068\u3057\u3001\u898b\u7acb\u3066\u30921\u3064\u306b\u6c7a\u3081\u3055\u305b\u307e\u305b\u3093\u3002\u767a\u884c\u56fd\u306e\u6163\u7fd2\u306f\u4eba\u304c\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**\u66a6\u306e\u63db\u7b97\u3082\u3055\u305b\u307e\u305b\u3093\u3002** \u4ecf\u66a6\u3084\u6c11\u56fd\u66a6\u3067\u66f8\u304b\u308c\u305f\u5e74\u306f\u3001**\u539f\u6587\u306e\u5e74\u3068\u66a6\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u304b\u305b\u3001\u897f\u66a6\u3078\u306e\u63db\u7b97\u306f Python \u306e\u898f\u5247\u3067\u884c\u3044\u307e\u3059\u3002** \u63db\u7b97\u306f\u8db3\u3057\u7b97\u3067\u6c7a\u307e\u308b\u306e\u3067\u3001AI\u306b\u4efb\u305b\u308b\u7406\u7531\u304c\u3042\u308a\u307e\u305b\u3093\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u7b87\u6240\u3092\u524d\u5f8c\u304b\u3089\u88dc\u3046 | \u88dc\u3063\u305f\u8a33\u6587\u306b\u7ffb\u8a33\u8005\u304c\u7f72\u540d\u3059\u308b\u3053\u3068\u306b\u306a\u308b |\n| \u6c0f\u540d\u306e\u30ab\u30bf\u30ab\u30ca\u8868\u8a18\u3092\u6c7a\u3081\u308b | \u65c5\u5238\u3068\u4f9d\u983c\u8005\u306e\u610f\u5411\u3067\u6c7a\u307e\u308b |\n| \u65e5\u4ed8\u306e\u4e26\u3073\u30921\u3064\u306b\u6c7a\u3081\u308b | \u767a\u884c\u56fd\u306e\u6163\u7fd2\u306f\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u66a6\u306e\u63db\u7b97 | \u898f\u5247\u3067\u6bce\u56de\u540c\u3058\u7b54\u3048\u3092\u51fa\u3059 |\n| \u66f8\u985e\u3068\u3057\u3066\u8db3\u308a\u308b\u304b\u306e\u5224\u65ad | \u3069\u306e\u66f8\u985e\u3092\u51fa\u3059\u304b\u306f\u884c\u653f\u66f8\u58eb\u304c\u6c7a\u3081\u308b |\n\n**1\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u30b9\u30bf\u30f3\u30d7\u3067\u534a\u5206\u96a0\u308c\u305f\u884c\u3092\u6e21\u3059\u3068\u3001\u524d\u5f8c\u306e\u6587\u8108\u304b\u3089\u305d\u308c\u3089\u3057\u3044\u6587\u3092\u4f5c\u308a\u3001**\u305d\u306e\u77ac\u9593\u3001\u8aad\u3081\u306a\u304b\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\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\u306f\u884c\u653f\u66f8\u58eb\u4e8b\u52d9\u6240\u3067\u3001\u5728\u7559\u8cc7\u683c\u306e\u7533\u8acb\u306b\u6dfb\u4ed8\u3059\u308b\u8a3c\u660e\u66f8\u306e\u8a33\u6587\u306e\u4e0b\u66f8\u304d\u3092\u4f5c\u308a\u307e\u3059\u3002\nOCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002\u63a8\u6e2c\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\u3053\u306e\u4e0b\u66f8\u304d\u306f\u3001\u8077\u54e1\u304c\u539f\u6587\u3068\u7167\u3089\u3057\u3066\u76f4\u3057\u3001\u7ffb\u8a33\u8005\u3068\u3057\u3066\u7f72\u540d\u3057\u307e\u3059\u3002\n\n\u3010\u8a33\u3057\u65b9\u3011\n- S- \u306e\u756a\u53f7\u3054\u3068\u306b\u30011\u3064\u305a\u3064\u65e5\u672c\u8a9e\u306b\u8a33\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u756a\u53f7\u3092\u307e\u3068\u3081\u305f\u308a\u3001\u7701\u3044\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u539f\u6587\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3060\u3051\u3092\u8a33\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8aac\u660e\u3084\u88dc\u8db3\u3092\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5370\u7ae0\u306f\u3014\u5370\u3015\u3001\u624b\u66f8\u304d\u306e\u7f72\u540d\u306f\u3014\u7f72\u540d\u3015\u3001\u900f\u304b\u3057\u306f\u3014\u900f\u304b\u3057\u3015\u3068\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8aad\u3081\u306a\u3044\u7b87\u6240\u306f\u3014\u5224\u8aad\u4e0d\u80fd\u3015\u3068\u66f8\u304d\u3001status \u3092 unreadable \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  \u524d\u5f8c\u306e\u6587\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7528\u8a9e\u96c6\u306b\u3042\u308b\u8a9e\u306f\u3001\u7528\u8a9e\u96c6\u306e\u8a33\u8a9e\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n- \u8a3c\u660e\u66f8\u306e\u756a\u53f7\u3084\u767b\u9332\u306e\u756a\u53f7\u306f\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u6c0f\u540d\u3068\u65e5\u4ed8\u3011\n- \u6c0f\u540d\u306f\u8a33\u3055\u305a\u3001\u539f\u6587\u306e\u7db4\u308a\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u30ab\u30bf\u30ab\u30ca\u306b\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u4ed8\u306f\u3001\u539f\u6587\u306e\u6587\u5b57\u5217\u3092\u305d\u306e\u307e\u307e original \u306b\u5199\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u65e5\u6708\u5e74\u304b\u6708\u65e5\u5e74\u304b\u3001\u3069\u3061\u3089\u3068\u3082\u8aad\u3081\u308b\u65e5\u4ed8\u306f ambiguous \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u30021\u3064\u306b\u6c7a\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u4ecf\u66a6\u30fb\u6c11\u56fd\u66a6\u306a\u3069\u306e\u5e74\u306f\u3001\u5e74\u306e\u6570\u5b57\u3068\u66a6\u306e\u540d\u524d\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u897f\u66a6\u306b\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8ee2\u8a18\u9805\u76ee\u3011\n\u6b21\u306e\u9805\u76ee\u3092\u3001\u8a3c\u660e\u66f8\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u5834\u5408\u3060\u3051\u66f8\u304d\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u6c0f\u540d\uff0f\u751f\u5e74\u6708\u65e5\uff0f\u51fa\u751f\u5730\uff0f\u56fd\u7c4d\uff0f\u7236\u6bcd\u306e\u6c0f\u540d\uff0f\u5a5a\u59fb\u306e\u5e74\u6708\u65e5\uff0f\u914d\u5076\u8005\u306e\u6c0f\u540d\uff0f\n\u5b66\u6821\u540d\uff0f\u5b66\u4f4d\u30fb\u8ab2\u7a0b\uff0f\u5352\u696d\u306e\u5e74\u6708\u65e5\uff0f\u52e4\u52d9\u5148\uff0f\u5f79\u8077\uff0f\u5728\u8077\u671f\u9593\uff0f\u767a\u884c\u6a5f\u95a2\uff0f\u767a\u884c\u65e5\n\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u9805\u76ee\u306f value \u3092\u7a7a\u306b\u3057\u3001status \u3092 missing \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u305d\u308c\u305e\u308c\u306b\u3001\u6839\u62e0\u306b\u3057\u305f S- \u306e\u756a\u53f7\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u306f\u7167\u5408\u306e\u305f\u3081\u306e\u53c2\u8003\u3067\u3059\u3002\u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u3092\u305d\u308c\u306b\u5408\u308f\u305b\u3066\u76f4\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u66f8\u985e\u3068\u3057\u3066\u8db3\u308a\u308b\u304b\u3001\u3069\u306e\u5728\u7559\u8cc7\u683c\u306b\u4f7f\u3048\u308b\u304b\u306f\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u6700\u5f8c\u306b\u3001\u8a33\u3057\u305f S- \u306e\u756a\u53f7\u3092\u3059\u3079\u3066\u4e26\u3079\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3011{ocr_segments}\n\u3010\u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u3011{applicant}\n\u3010\u7528\u8a9e\u96c6\u3011{glossary}\n```\n\n**\u300c\u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u306b\u5408\u308f\u305b\u3066\u76f4\u3055\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u7db4\u308a\u304c\u65c5\u5238\u306b\u305d\u308d\u3044\u307e\u3059\u3002** \u65c5\u5238\u306e NGUYEN THI \u3092\u6e21\u3059\u3068\u3001\u8a3c\u660e\u66f8\u306e Nguy\u1ec5n Th\u1ecb \u3082\u540c\u3058\u5f62\u306b\u66f8\u304d\u63db\u3048\u307e\u3059\u3002**\u7167\u5408\u306e\u6750\u6599\u3068\u3057\u3066\u6e21\u3057\u305f\u3082\u306e\u304c\u3001\u7167\u5408\u3059\u308b\u524d\u306b\u7b54\u3048\u3092\u6d88\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\n\n**\u300c\u8a33\u3057\u305f\u756a\u53f7\u3092\u3059\u3079\u3066\u4e26\u3079\u308b\u300d\u306f\u3001\u8a33\u3057\u843d\u3068\u3057\u306e\u691c\u67fb\u3067\u3059\u3002** \u4e26\u3093\u3060\u756a\u53f7\u3092\u3001\u524d\u51e6\u7406\u3067\u632f\u3063\u305f\u756a\u53f7\u306e\u4e00\u89a7\u3068\u6bd4\u3079\u3001**\u8db3\u308a\u306a\u3051\u308c\u3070\u3069\u306e\u756a\u53f7\u304c\u629c\u3051\u305f\u304b\u304c\u305d\u306e\u307e\u307e\u5206\u304b\u308a\u307e\u3059\u3002**\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u6b21\u306e\u5f62\u306eJSON\u3067\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"case_id\": \"\",\n  \"document\": {\n    \"type\": \"marriage | birth | graduation | employment | other\",\n    \"issuer\": { \"original\": \"\", \"ja\": \"\" },\n    \"issue_date\": { \"original\": \"\", \"calendar\": \"gregorian | buddhist | roc | other\", \"order\": \"dmy | mdy | ymd | ambiguous\" }\n  },\n  \"segments\": [\n    { \"id\": \"S-01\", \"page\": 1, \"ja\": \"\", \"status\": \"ok | unreadable\", \"note\": \"\" }\n  ],\n  \"fields\": [\n    { \"name\": \"date_of_marriage\", \"original\": \"\", \"status\": \"ok | missing | unreadable | ambiguous\", \"source\": [\"S-07\"] }\n  ],\n  \"translated_ids\": []\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`segments` \u306e\u756a\u53f7\u3067\u8a33\u3057\u843d\u3068\u3057\u3092\u6a5f\u68b0\u3067\u898b\u3064\u3051\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** `translated_ids` \u3068\u524d\u51e6\u7406\u306e\u756a\u53f7\u306e\u4e00\u89a7\u304c\u5408\u308f\u306a\u3051\u308c\u3070\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u69d8\u5f0f\u3078\u306e\u5dee\u3057\u8fbc\u307f\u3092\u6b62\u3081\u307e\u3059\u3002\n\n**2\u3064\u76ee\u306f\u3001\u65e5\u4ed8\u3092 `original` \u3068 `calendar` \u3068 `order` \u306b\u5206\u3051\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002** \u897f\u66a6\u306e\u5e74\u6708\u65e5\u306f\u3001\u3053\u306e3\u3064\u304b\u3089 Python \u304c\u7d44\u307f\u7acb\u3066\u307e\u3059\u3002**`order` \u304c `ambiguous` \u306e\u3082\u306e\u306f\u7d44\u307f\u7acb\u3066\u305a\u3001\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u306b\u56de\u3057\u307e\u3059\u3002**\n\n**3\u3064\u76ee\u306f\u3001`fields` \u306e `source` \u3067\u7533\u8acb\u66f8\u306e\u5024\u306e\u51fa\u3069\u3053\u308d\u3092\u8ffd\u3048\u308b\u3053\u3068\u3067\u3059\u3002** \u7533\u8acb\u66f8\u306e\u5a5a\u59fb\u306e\u5e74\u6708\u65e5\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001`S-07` \u306e\u539f\u6587\u3068\u8a33\u6587\u3092\u4e26\u3079\u3066\u898b\u308b\u3060\u3051\u3067\u6e08\u307f\u307e\u3059\u3002\n\n**\u5f8c\u6bb5\u306e Python \u306f\u3001`fields` \u3092\u65c5\u5238\u306e\u8a18\u8f09\u3068\u7a81\u304d\u5408\u308f\u305b\u3001\u6b21\u306e\u3088\u3046\u306b\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**\n\n| \u7167\u5408\u306e\u7d50\u679c | \u5370 |\n|:--|:--|\n| \u6c0f\u540d\u306e\u7db4\u308a\u304c\u3001\u767a\u97f3\u8a18\u53f7\u3092\u9664\u3044\u3066\u4e00\u81f4 | `match_diacritics`\uff08\u4eba\u304c\u78ba\u304b\u3081\u308b\uff09 |\n| \u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4 | `match` |\n| \u751f\u5e74\u6708\u65e5\u304c\u65e5\u3068\u6708\u3092\u5165\u308c\u66ff\u3048\u308b\u3068\u4e00\u81f4 | `swap_suspected` |\n| \u4e00\u81f4\u3057\u306a\u3044 | `mismatch` |\n\n**`match_diacritics` \u3092\u4e00\u81f4\u3068\u3057\u3066\u6271\u308f\u306a\u3044\u306e\u306f\u3001\u7533\u8acb\u66f8\u306e\u8868\u8a18\u3092\u6c7a\u3081\u308b\u306e\u304c\u4eba\u3060\u304b\u3089\u3067\u3059\u3002** \u30d9\u30c8\u30ca\u30e0\u8a9e\u306e\u58f0\u8abf\u8a18\u53f7\u3084\u3001\u30c9\u30a4\u30c4\u8a9e\u306e\u30a6\u30e0\u30e9\u30a6\u30c8\u3092\u5916\u305b\u3070\u4e00\u81f4\u3059\u308b\u7db4\u308a\u306f\u3001**\u65c5\u5238\u306e\u5074\u306e\u66f8\u304d\u65b9\u306b\u305d\u308d\u3048\u3066\u7533\u8acb\u66f8\u306b\u66f8\u304f\u3053\u3068\u304c\u591a\u3044**\u3082\u306e\u306e\u3001\u4f9d\u983c\u8005\u3054\u3068\u306b\u78ba\u304b\u3081\u308b\u4f59\u5730\u304c\u6b8b\u308a\u307e\u3059\u3002\u5370\u3092\u4ed8\u3051\u3066\u3001\u78ba\u304b\u3081\u308b\u4e00\u89a7\u306b\u56de\u3057\u307e\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u6848\u4ef6\u30d5\u30a9\u30eb\u30c0 | Make \u306e\u30c8\u30ea\u30ac\u30fc | \u300c\u53d7\u9818\u300d\u3078\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3059\u308b |\n| Google Document AI | API\u547c\u3073\u51fa\u3057 | \u6587\u5b57\u30fb\u4f4d\u7f6e\u30fb\u4fe1\u983c\u5ea6\u30fb\u54c1\u8cea\u30b9\u30b3\u30a2\u30fb\u8a00\u8a9e\u3092\u8fd4\u3059 |\n| Gemini API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u756a\u53f7\u3054\u3068\u306e\u8a33\u6587\u3068\u8ee2\u8a18\u9805\u76ee |\n| Python | \u51e6\u7406\u306e\u547c\u3073\u51fa\u3057 | \u66a6\u306e\u63db\u7b97\u3001\u65c5\u5238\u3068\u306e\u7a81\u304d\u5408\u308f\u305b |\n| Word \u306e\u8a33\u6587\u306e\u69d8\u5f0f | \u5dee\u3057\u8fbc\u307f | \u756a\u53f7\u3064\u304d\u306e\u4e0b\u66f8\u304d\u3001\u539f\u6587\u306e\u8a00\u8a9e\u3001\u7ffb\u8a33\u8005\u306e\u7f72\u540d\u6b04 |\n\n**\u7533\u8acb\u66f8\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u8ee2\u8a18\u9805\u76ee\u306e\u4e00\u89a7\u306f\u7533\u8acb\u66f8\u306e\u96a3\u306b\u7f6e\u304f\u8868\u3067\u3001**\u7533\u8acb\u66f8\u306b\u5199\u3059\u306e\u306f\u88dc\u52a9\u8005\u3067\u3059\u3002** \u4e0b\u66f8\u304d\u304b\u3089\u7533\u8acb\u66f8\u3078\u76f4\u63a5\u5199\u3059\u7d4c\u8def\u3092\u4f5c\u308b\u3068\u3001`ambiguous` \u306e\u65e5\u4ed8\u304c\u78ba\u304b\u3081\u308b\u524d\u306b\u7533\u8acb\u66f8\u306b\u5165\u308a\u307e\u3059\u3002\n\n**\u8a33\u6587\u306e\u69d8\u5f0f\u306e\u7f72\u540d\u6b04\u3082\u7a7a\u306e\u307e\u307e\u51fa\u3057\u307e\u3059\u3002** \u7ffb\u8a33\u8005\u306e\u6c0f\u540d\u3068\u7f72\u540d\u306f\u3001\u78ba\u304b\u3081\u305f\u4eba\u304c\u5165\u308c\u307e\u3059\u3002\n\n**\u69d8\u5f0f\u306e\u4e2d\u8eab\u306f\u3001\u4e8b\u52d9\u6240\u30671\u3064\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002** \u5192\u982d\u306b\u66f8\u985e\u306e\u7a2e\u985e\u3068\u539f\u6587\u306e\u8a00\u8a9e\u3001\u672c\u6587\u306b\u756a\u53f7\u3064\u304d\u306e\u8a33\u6587\u3001\u672b\u5c3e\u306b\u7ffb\u8a33\u306e\u65e5\u4ed8\u3068\u7ffb\u8a33\u8005\u306e\u6c0f\u540d\u30fb\u7f72\u540d\u306e\u6b04\u3092\u7f6e\u304d\u307e\u3059\u3002**\u756a\u53f7\u306f\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u9053\u5177\u306a\u306e\u3067\u3001\u63d0\u51fa\u7528\u306e\u8a33\u6587\u304b\u3089\u5916\u3059\u304b\u3069\u3046\u304b\u3082\u4e8b\u52d9\u6240\u3067\u6c7a\u3081\u307e\u3059\u3002** \u5916\u3059\u5834\u5408\u3082\u3001\u756a\u53f7\u3064\u304d\u306e\u7248\u3092\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u88dc\u52a9\u8005\u304c\u958b\u304f\u306e\u306f\u3001\u8a33\u6587\u306e\u69d8\u5f0f\u3068\u3001\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3067\u3059\u3002** \u6b21\u306e\u9806\u306b\u898b\u307e\u3059\u3002\n\n1. **\u54c1\u8cea\u306e\u5370\u3068 `unreadable` \u3092\u5148\u306b\u898b\u308b** \u2026 \u64ae\u308a\u76f4\u3057\u3067\u76f4\u308b\u3082\u306e\u304b\u3001\u4f9d\u983c\u8005\u306b\u805e\u304f\u3082\u306e\u304b\u3092\u5206\u3051\u307e\u3059\n2. **\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3092\u7247\u3065\u3051\u308b** \u2026 `ambiguous` \u306e\u65e5\u4ed8\u306f\u767a\u884c\u56fd\u306e\u6163\u7fd2\u3067\u6c7a\u3081\u3001`mismatch` \u3068 `swap_suspected` \u306f\u539f\u6587\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u307e\u3059\n3. **\u539f\u6587\u3068\u8a33\u6587\u3092\u756a\u53f7\u3067\u4e26\u3079\u3066\u8aad\u3080** \u2026 \u8aad\u3081\u308b\u8a00\u8a9e\u306f\u5168\u756a\u53f7\u3001\u8aad\u3081\u306a\u3044\u8a00\u8a9e\u306f**\u624b\u66f8\u304d\u306e\u5370\u3068\u8ee2\u8a18\u9805\u76ee\u306e\u6839\u62e0\u306e\u756a\u53f7**\u3092\u91cd\u304f\u898b\u307e\u3059\n4. **\u7528\u8a9e\u96c6\u306b\u306a\u3044\u8a33\u8a9e\u3092\u62fe\u3046** \u2026 \u65b0\u3057\u304f\u6c7a\u3081\u305f\u8a33\u8a9e\u306f\u7528\u8a9e\u96c6\u306b\u8db3\u3057\u307e\u3059\n\n**3\u756a\u76ee\u306e\u8aad\u3081\u306a\u3044\u8a00\u8a9e\u306e\u6271\u3044\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002** \u30cd\u30d1\u30fc\u30eb\u8a9e\u306e\u8a3c\u660e\u66f8\u3092\u88dc\u52a9\u8005\u304c\u5168\u6587\u78ba\u304b\u3081\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002**\u8ee2\u8a18\u9805\u76ee\u306e\u6839\u62e0\u306b\u306a\u3063\u305f\u756a\u53f7\u3060\u3051\u306f\u3001\u4f9d\u983c\u8005\u306b\u539f\u6587\u3092\u6307\u3055\u3057\u3066\u3082\u3089\u3044\u306a\u304c\u3089\u78ba\u304b\u3081\u307e\u3059\u3002** \u7167\u3089\u3059\u7b87\u6240\u304c\u756a\u53f7\u3067\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u805e\u304f\u7bc4\u56f2\u304c\u7d5e\u308c\u307e\u3059\u3002\n\n**\u6700\u5f8c\u306b\u884c\u653f\u66f8\u58eb\u304c\u78ba\u304b\u3081\u3001\u7ffb\u8a33\u8005\u304c\u7f72\u540d\u3057\u307e\u3059\u3002** \u7f72\u540d\u3057\u305f\u4eba\u304c\u3001\u305d\u306e\u8a33\u6587\u306e\u6b63\u78ba\u3055\u306b\u8cac\u4efb\u3092\u6301\u3061\u307e\u3059\u3002**\u4e0b\u66f8\u304d\u3092\u4f5c\u3063\u305f\u306e\u304cAI\u3067\u3082\u3001\u3053\u306e\u9806\u756a\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u54c1\u8cea\u30b9\u30b3\u30a2\u304c0.5\u3092\u4e0b\u56de\u308b | \u8fd4\u3063\u3066\u304d\u305f\u539f\u56e0\u3092\u6dfb\u3048\u3066\u3001\u4f9d\u983c\u8005\u306b\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080 |\n| \u30da\u30fc\u30b8\u6570\u30fb\u30b5\u30a4\u30ba\u304c\u4e0a\u9650\u3092\u8d85\u3048\u308b | \u30aa\u30f3\u30e9\u30a4\u30f3\u51e6\u7406\u306f40MB\u30fb15\u30da\u30fc\u30b8\u307e\u3067\u3002\u5206\u5272\u3059\u308b\u304b\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u56de\u3059 |\n| 2\u304b\u56fd\u8a9e\u304c\u4f75\u8a18\u3055\u308c\u3066\u3044\u308b | \u30da\u30fc\u30b8\u3054\u3068\u306e\u8a00\u8a9e\u3092\u898b\u3066\u3001**\u8a33\u3059\u306e\u306f\u65e5\u672c\u8a9e\u30fb\u82f1\u8a9e\u4ee5\u5916\u306e\u5074\u3082\u542b\u3081\u3066\u5168\u90e8**\u3068\u3059\u308b |\n| \u30a2\u30dd\u30b9\u30c6\u30a3\u30fc\u30e6\u3084\u8a8d\u8a3c\u306e\u5225\u7d19\u304c\u3042\u308b | \u540c\u3058\u8a3c\u660e\u66f8\u306e\u7d9a\u304d\u306e\u30da\u30fc\u30b8\u3068\u3057\u3066\u8a33\u3059 |\n| \u624b\u66f8\u304d\u306e\u6b04\u304c\u3042\u308b | \u624b\u66f8\u304d\u306e\u5370\u3092\u4ed8\u3051\u3001\u88dc\u52a9\u8005\u304c\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| AI\u304c\u8aad\u3093\u3060\u66f8\u985e\u306e\u7a2e\u985e\u304c\u3001\u88dc\u52a9\u8005\u306e\u4ed8\u3051\u305f\u7a2e\u985e\u3068\u9055\u3046 | \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u306b\u51fa\u3057\u3001\u88dc\u52a9\u8005\u304c\u6c7a\u3081\u308b |\n| \u8a33\u3057\u305f\u756a\u53f7\u304c\u8db3\u308a\u306a\u3044 | \u69d8\u5f0f\u3078\u306e\u5dee\u3057\u8fbc\u307f\u3092\u6b62\u3081\u3001\u629c\u3051\u305f\u756a\u53f7\u3060\u3051\u3092\u8aad\u307f\u76f4\u3055\u305b\u308b |\n| \u7528\u8a9e\u96c6\u306b\u306a\u3044\u5b66\u4f4d\u30fb\u5f79\u8077 | \u4e0b\u66f8\u304d\u306e\u8a33\u8a9e\u306b\u5370\u3092\u4ed8\u3051\u3001\u88dc\u52a9\u8005\u304c\u6c7a\u3081\u3066\u7528\u8a9e\u96c6\u306b\u8db3\u3059 |\n| \u4f9d\u983c\u8005\u304c\u81ea\u5206\u3067\u4f5c\u3063\u305f\u8a33\u6587\u304c\u4ed8\u3044\u3066\u304f\u308b | \u53c2\u8003\u3068\u3057\u3066\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001**\u4e8b\u52d9\u6240\u306e\u4e0b\u66f8\u304d\u3068\u756a\u53f7\u3067\u7a81\u304d\u5408\u308f\u305b\u308b\u3002\u305d\u306e\u307e\u307e\u4f7f\u308f\u306a\u3044** |\n| \u540c\u3058\u8a3c\u660e\u66f8\u304c\u5199\u771f\u3068\u30b9\u30ad\u30e3\u30f3\u30672\u901a\u5c4a\u304f | \u54c1\u8cea\u30b9\u30b3\u30a2\u306e\u9ad8\u3044\u307b\u3046\u3092\u6b8b\u3057\u3001\u3082\u3046\u4e00\u65b9\u306b\u306f\u5370\u3092\u4ed8\u3051\u3066\u8a33\u3055\u306a\u3044 |\n| API\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u300c\u53d7\u9818\u300d\u306b\u6b8b\u3059\u3002**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u6642\u3060\u3051** |\n\n**\u4e0a\u306e2\u884c\u304c\u5927\u534a\u3092\u5360\u3081\u307e\u3059\u3002** \u3069\u3061\u3089\u3082AI\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001**\u4f9d\u983c\u8005\u304b\u3089\u306e\u53d7\u3051\u53d6\u308a\u65b9\u306e\u554f\u984c\u3067\u3059\u3002** \u64ae\u308a\u65b9\u306e\u6848\u5185\u3092\u4f9d\u983c\u8005\u5411\u3051\u306b1\u679a\u4f5c\u308b\u307b\u3046\u304c\u3001\u8aad\u307f\u53d6\u308a\u306e\u8a2d\u5b9a\u3092\u5909\u3048\u308b\u3088\u308a\u52b9\u304d\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306e\u753b\u50cf\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u30fb\u7d4c\u8def\n- OCR\u304c\u8fd4\u3057\u305f\u7d50\u679c\u306e\u5168\u6587\uff08\u5168\u6587\u3001\u6bb5\u843d\u30fb\u884c\u3001\u4fe1\u983c\u5ea6\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u3001\u8a00\u8a9e\uff09\n- \u751f\u6210AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u4f7f\u3063\u305f\u6307\u793a\u6587\u30fb\u7528\u8a9e\u96c6\u306e\u7248\n- \u88dc\u52a9\u8005\u304c\u76f4\u3057\u305f\u756a\u53f7\u3068\u3001\u76f4\u3057\u305f\u524d\u5f8c\u306e\u8a33\u6587\n- \u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u3068\u3001\u305d\u308c\u305e\u308c\u3092\u3069\u3046\u6c7a\u3081\u305f\u304b\uff08\u767a\u884c\u56fd\u306e\u6163\u7fd2\u3001\u4f9d\u983c\u8005\u3078\u306e\u78ba\u8a8d\u306a\u3069\uff09\n- \u7ffb\u8a33\u8005\u3068\u3057\u3066\u7f72\u540d\u3057\u305f\u4eba\u3068\u65e5\u4ed8\n\n**4\u3064\u76ee\u306e\u300c\u76f4\u3057\u305f\u756a\u53f7\u300d\u306f\u3001\u8a00\u8a9e\u3054\u3068\u306e\u4e0b\u66f8\u304d\u306e\u8cea\u3092\u898b\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002** \u76f4\u3057\u306e\u591a\u3044\u8a00\u8a9e\u304c\u5206\u304b\u308c\u3070\u3001\u305d\u306e\u8a00\u8a9e\u306e\u8a3c\u660e\u66f8\u3060\u3051\u306f\u78ba\u304b\u3081\u308b\u6642\u9593\u3092\u591a\u3081\u306b\u898b\u8fbc\u307f\u307e\u3059\u3002\n\n**5\u3064\u76ee\u306e\u300c\u3069\u3046\u6c7a\u3081\u305f\u304b\u300d\u306f\u3001\u540c\u3058\u56fd\u306e\u6b21\u306e\u6848\u4ef6\u3067\u52b9\u304d\u307e\u3059\u3002** \u3042\u308b\u56fd\u306e\u8a3c\u660e\u66f8\u306e\u65e5\u4ed8\u304c\u65e5\u6708\u5e74\u306e\u9806\u3060\u3068\u4e00\u5ea6\u78ba\u304b\u3081\u308c\u3070\u3001**\u6b21\u304b\u3089\u306f\u305d\u306e\u56fd\u306e `ambiguous` \u3092\u540c\u3058\u6839\u62e0\u3067\u7247\u3065\u3051\u3089\u308c\u307e\u3059\u3002** \u767a\u884c\u56fd\u3054\u3068\u306e\u6163\u7fd2\u3092\u4e00\u89a7\u306b\u3057\u3066\u3001\u88dc\u52a9\u8005\u306e\u3042\u3044\u3060\u3067\u5171\u6709\u3057\u307e\u3059\u3002","minimal_setup":"1. \u904e\u53bb\u306e\u7533\u8acb\u304b\u3089\u3001\u8a00\u8a9e\u306e\u9055\u3046\u8a3c\u660e\u66f8\u309215\u901a\u9078\u3076\uff08**\u3046\u3061\u6570\u901a\u306f\u3001\u65e5\u4ed8\u306e\u4e26\u3073\u304c\u7d1b\u3089\u308f\u3057\u3044\u3082\u306e\u3068\u3001\u624b\u66f8\u304d\u306e\u6b04\u304c\u3042\u308b\u3082\u306e\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e15\u901a\u306b\u3064\u3044\u3066\u3001\u4e8b\u52d9\u6240\u3067\u4f5c\u3063\u305f\u8a33\u6587\u3092\u7528\u610f\u3059\u308b\n3. \u8a3c\u660e\u66f8\u306e\u753b\u50cf\u3092\u3001\u624b\u5143\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b1\u901a\u305a\u3064\u6e21\u3059\n4. \u300c\u3053\u306e\u8a3c\u660e\u66f8\u3092\u3001\u884c\u3054\u3068\u306b\u756a\u53f7\u3092\u4ed8\u3051\u3066\u65e5\u672c\u8a9e\u306b\u8a33\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6c0f\u540d\u306f\u8a33\u3055\u305a\u539f\u6587\u306e\u307e\u307e\u3001\u65e5\u4ed8\u306f\u539f\u6587\u306e\u6587\u5b57\u5217\u306e\u307e\u307e\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u8aad\u3081\u306a\u3044\u7b87\u6240\u306f\u3014\u5224\u8aad\u4e0d\u80fd\u3015\u3068\u66f8\u304d\u3001\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n5. \u51fa\u3066\u304d\u305f\u8a33\u3068\u3001\u4e8b\u52d9\u6240\u306e\u8a33\u6587\u30921\u884c\u305a\u3064\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**15\u901a\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u3080\u524d\u306b\u3001**\u300c\u756a\u53f7\u3067\u7167\u3089\u305b\u308b\u4e0b\u66f8\u304d\u304c\u51fa\u308b\u306e\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u4e8b\u52d9\u6240\u306e\u8a33\u6587\u3068\u540c\u3058\u5185\u5bb9\u304c\u756a\u53f7\u3064\u304d\u3067\u51fa\u305f | **OCR\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u8aad\u3081\u306a\u3044\u7b87\u6240\u3092\u88dc\u3063\u305f\u3001\u65e5\u4ed8\u3092\u76f4\u3057\u305f | \u6307\u793a\u306e\u66f8\u304d\u65b9\u3067\u76f4\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5199\u771f\u306e\u8cea\u3067\u8aad\u3081\u306a\u3044\u901a\u6570\u304c\u591a\u3044 | **\u53d7\u3051\u53d6\u308a\u65b9\u304c\u5148\u3002** \u64ae\u308a\u65b9\u306e\u6848\u5185\u3092\u4f5c\u3063\u3066\u304b\u3089\u8a66\u3057\u76f4\u3059 |\n\n**2\u884c\u76ee\u304c\u51fa\u308b\u3053\u3068\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002** \u5931\u6557\u3067\u306f\u306a\u304f\u3001**\u6307\u793a\u306e\u53b3\u5b88\u4e8b\u9805\u304c\u306a\u305c\u8981\u308b\u306e\u304b\u304c\u5206\u304b\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002**","minimal_setup_short":"\u8a3c\u660e\u66f8\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u6e21\u3057\u3001\u756a\u53f7\u3064\u304d\u306e\u8a33\u3092\u4f5c\u3089\u305b\u308b \uff0f 1\u901a\u3054\u3068\u306e\u8a33\u6587\u306e\u4e0b\u66f8\u304d","semi_auto_setup":"\u4e0a\u8a18\uff0bOCR\u306eAPI\u3092\u547c\u3073\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u3068\u756a\u53f7\u3092\u4ed8\u3051\u3001\u8a33\u6587\u306e\u69d8\u5f0f\u306b\u5dee\u3057\u8fbc\u3080 \uff0f \u8aad\u307f\u53d6\u308a\u3001\u756a\u53f7\u4ed8\u3051\u3001\u69d8\u5f0f\u3078\u306e\u5dee\u3057\u8fbc\u307f","full_setup":"\u4e0a\u8a18\uff0b\u6848\u4ef6\u30d5\u30a9\u30eb\u30c0\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u8ee2\u8a18\u9805\u76ee\u306e\u4e00\u89a7\u3001\u66a6\u306e\u63db\u7b97\u3001\u65c5\u5238\u3068\u306e\u7a81\u304d\u5408\u308f\u305b\u307e\u3067\u51fa\u3059 \uff0f \u8a33\u6587\u306e\u4e0b\u66f8\u304d\u304b\u3089\u3001\u8ee2\u8a18\u3068\u7167\u5408\u306e\u6e96\u5099\u307e\u3067","level_note":"**\u6700\u5c0f\u69cb\u6210\u3067\u306f\u3001\u901a\u6570\u304c\u3055\u3070\u3051\u307e\u305b\u3093\u3002** 1\u901a\u305a\u3064\u6e21\u3059\u306e\u3067\u3001\u6708120\u901a\u306b\u306f\u4f7f\u3048\u307e\u305b\u3093\u3002**\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u901a45\u5206\u304c25\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u8a33\u6587\u306e\u4e0b\u66f8\u304d\u306f\u51fa\u307e\u3059\u304c\u3001\u8ee2\u8a18\u9805\u76ee\u306e\u66f8\u304d\u51fa\u3057\u3068\u65c5\u5238\u3068\u306e\u7167\u5408\u304c\u624b\u4f5c\u696d\u3067\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u306715\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u65e5\u4ed8\u3068\u7db4\u308a\u306e\u7167\u5408\u304c\u30011\u901a\u305a\u3064\u306e\u624b\u4f5c\u696d\u3060\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u30921\u304b\u6708\u56de\u3059\u3068\u3001\u54c1\u8cea\u30b9\u30b3\u30a2\u306e\u4f4e\u3044\u5199\u771f\u304c\u3069\u306e\u7d4c\u8def\u304b\u3089\u591a\u304f\u5c4a\u304f\u304b\u3001\u76f4\u3057\u306e\u591a\u3044\u8a00\u8a9e\u304c\u3069\u308c\u304b\u304c\u5206\u304b\u308a\u307e\u3059\u3002**\u305d\u3053\u3092\u76f4\u3057\u3066\u304b\u3089\u672c\u683c\u69cb\u6210\u306b\u9032\u3080\u307b\u3046\u304c\u3001\u98df\u3044\u9055\u3044\u306e\u4e00\u89a7\u304c\u77ed\u304f\u306a\u308a\u307e\u3059\u3002**","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u8aad\u3081\u306a\u3044\u7b87\u6240\u3092\u524d\u5f8c\u304b\u3089\u88dc\u3046 | \u3014\u5224\u8aad\u4e0d\u80fd\u3015\u3068\u66f8\u304b\u305b\u3001**\u88dc\u3063\u305f\u8a33\u6587\u306b\u7f72\u540d\u3059\u308b\u3053\u3068\u306b\u306a\u308b**\u3068\u4e8b\u52d9\u6240\u3067\u5171\u6709\u3059\u308b |\n| \u6c0f\u540d\u306e\u7db4\u308a\u304c\u65c5\u5238\u306b\u305d\u308d\u3063\u3066\u3057\u307e\u3046 | \u57fa\u672c\u60c5\u5831\u306f\u53c2\u8003\u3068\u660e\u8a18\u3057\u3001**\u8a3c\u660e\u66f8\u306e\u8a18\u8f09\u3092\u76f4\u3055\u306a\u3044**\u3068\u6307\u793a\u3059\u308b |\n| \u65e5\u4ed8\u306e\u4e26\u3073\u3092\u6c7a\u3081\u3064\u3051\u308b | `ambiguous` \u3092\u8a31\u3057\u3001\u767a\u884c\u56fd\u306e\u6163\u7fd2\u306f\u4eba\u304c\u78ba\u304b\u3081\u308b |\n| \u4ecf\u66a6\u30fb\u6c11\u56fd\u66a6\u3092\u63db\u7b97\u3057\u9593\u9055\u3048\u308b | \u63db\u7b97\u306f Python \u306e\u898f\u5247\u3067\u884c\u3044\u3001AI\u306b\u3055\u305b\u306a\u3044 |\n| \u8a33\u3057\u843d\u3068\u3057\u306b\u6c17\u3065\u304b\u306a\u3044 | \u756a\u53f7\u3092\u305d\u308d\u3048\u3001`translated_ids` \u306e\u629c\u3051\u3067\u5dee\u3057\u8fbc\u307f\u3092\u6b62\u3081\u308b |\n| \u5199\u771f\u306e\u7167\u308a\u8fd4\u3057\u3067\u884c\u304c\u98db\u3076 | \u54c1\u8cea\u30b9\u30b3\u30a2\u3067\u64ae\u308a\u76f4\u3057\u3092\u983c\u3080\u3002**\u8a33\u6587\u3092\u76f4\u3059\u3088\u308a\u65e9\u3044** |\n| 2\u304b\u56fd\u8a9e\u306e\u4f75\u8a18\u306e\u7247\u65b9\u3060\u3051\u3092\u8a33\u3059 | \u30da\u30fc\u30b8\u3054\u3068\u306e\u8a00\u8a9e\u3092\u898b\u3066\u3001\u5168\u90e8\u3092\u8a33\u3059 |\n| \u62c5\u5f53\u8005\u3067\u8a33\u8a9e\u304c\u9055\u3046 | \u7528\u8a9e\u96c6\u3092\u4f5c\u308a\u3001\u6307\u793a\u6587\u3068\u4e00\u7dd2\u306b\u6e21\u3059 |\n| \u8aad\u3081\u306a\u3044\u8a00\u8a9e\u306e\u78ba\u8a8d\u304c\u3067\u304d\u306a\u3044 | \u6839\u62e0\u306e\u756a\u53f7\u3060\u3051\u3092\u4f9d\u983c\u8005\u3068\u78ba\u304b\u3081\u308b |\n| \u66f8\u985e\u3068\u3057\u3066\u8db3\u308a\u308b\u304b\u3092AI\u306b\u805e\u304f | **\u66f8\u304b\u305b\u306a\u3044\u3002** \u3069\u306e\u66f8\u985e\u3092\u51fa\u3059\u304b\u306f\u884c\u653f\u66f8\u58eb\u304c\u6c7a\u3081\u308b |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** \u3069\u308c\u3082\u3001AI\u304c\u300c\u305d\u308c\u3089\u3057\u304f\u6574\u3048\u308b\u300d\u3068\u3053\u308d\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002**\u6574\u3048\u305f\u7d50\u679c\u306f\u8aad\u307f\u3084\u3059\u3044\u306e\u306b\u3001\u539f\u6587\u3068\u9055\u3046\u3002** \u7ffb\u8a33\u8005\u3068\u3057\u3066\u7f72\u540d\u3059\u308b\u8a33\u6587\u3067\u3001\u305d\u308c\u304c\u3044\u3061\u3070\u3093\u56f0\u308a\u307e\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u4f9d\u983c\u8005\u3068\u5bb6\u65cf\u306e\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u51fa\u751f\u5730\u3001\u5a5a\u59fb\u306e\u4e8b\u5b9f\u3001\u5b66\u6b74\u3068\u8077\u6b74\u3001\u305d\u3057\u3066\u8a3c\u660e\u66f8\u306e\u756a\u53f7\u3067\u3059\u3002**\u672c\u4eba\u3092\u7279\u5b9a\u3067\u304d\u308b\u8eab\u5206\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u307e\u3068\u307e\u3063\u3066\u3044\u307e\u3059\u3002**\n\n1. **\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u4f9d\u983c\u8005\u306e\u57fa\u672c\u60c5\u5831\u306f\u3001\u7167\u5408\u306b\u8981\u308b\u6c0f\u540d\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u56fd\u7c4d\u3060\u3051\u306b\u3057\u3001**\u65c5\u5238\u756a\u53f7\u306f\u6e21\u3057\u307e\u305b\u3093**\n2. **\u8a33\u6587\u306e\u6b63\u78ba\u3055\u306b\u8cac\u4efb\u3092\u6301\u3064\u306e\u306f\u7f72\u540d\u3057\u305f\u4eba** \u2026 \u51fa\u5165\u56fd\u5728\u7559\u7ba1\u7406\u5e81\u306e\u6848\u5185\u3067\u306f\u3001\u7ffb\u8a33\u304c\u6b63\u78ba\u3067\u7ffb\u8a33\u8005\u306e\u7f72\u540d\u304c\u3042\u308c\u3070\u8ab0\u304c\u8a33\u3057\u3066\u3082\u3088\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**AI\u306e\u4e0b\u66f8\u304d\u3067\u3042\u3063\u3066\u3082\u3001\u7f72\u540d\u3057\u305f\u4eba\u304c\u78ba\u304b\u3081\u305f\u8a33\u6587\u3068\u3057\u3066\u51fa\u307e\u3059**\n3. **\u66f8\u985e\u306e\u9078\u3073\u65b9\u3092AI\u306b\u6c7a\u3081\u3055\u305b\u306a\u3044** \u2026 \u3069\u306e\u5728\u7559\u8cc7\u683c\u3067\u7533\u8acb\u3059\u308b\u304b\u3001\u3069\u306e\u8a3c\u660e\u66f8\u3092\u51fa\u3059\u304b\u306f**\u884c\u653f\u66f8\u58eb\u306e\u5224\u65ad**\u3067\u3059\n4. **API\u306e\u5229\u7528\u6761\u4ef6\u3092\u78ba\u304b\u3081\u308b** \u2026 \u751f\u6210AI\u306eAPI\u3067\u3001\u5165\u529b\u3057\u305f\u30c7\u30fc\u30bf\u304c\u3069\u3046\u6271\u308f\u308c\u308b\u304b\u3092\u3001**\u5951\u7d04\u3059\u308b\u524d\u306b\u5229\u7528\u898f\u7d04\u3068\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u306e\u6587\u66f8\u3067\u78ba\u304b\u3081\u307e\u3059**\n5. **\u4fdd\u5b58\u306e\u671f\u9593\u3092\u6c7a\u3081\u308b** \u2026 \u6848\u4ef6\u304c\u7d42\u308f\u3063\u305f\u3042\u3068\u3001\u753b\u50cf\u30fb\u8aad\u307f\u53d6\u308a\u7d50\u679c\u30fb\u4e0b\u66f8\u304d\u3092\u3044\u3064\u307e\u3067\u6b8b\u3059\u304b\u3092\u3001**\u4e8b\u52d9\u6240\u306e\u500b\u4eba\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306e\u898f\u7a0b\u306b\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059**\n6. **\u4f9d\u983c\u8005\u306b\u8aac\u660e\u3059\u308b** \u2026 \u8a33\u6587\u306e\u4e0b\u66f8\u304d\u306bAI\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u3046\u3053\u3068\u3092\u3001\u53d7\u4efb\u306e\u3068\u304d\u306b\u4f9d\u983c\u8005\u3078\u4f1d\u3048\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u539f\u6587\u3068\u9055\u3046\u8a33\u6587\u306b\u7f72\u540d\u3057\u3066\u51fa\u3059\u3053\u3068\u3068\u3001\u7533\u8acb\u66f8\u306b\u8aa4\u3063\u305f\u65e5\u4ed8\u3084\u7db4\u308a\u3092\u5199\u3059\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** 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[Google Cloud: Document AI processor list](https:\/\/docs.cloud.google.com\/document-ai\/docs\/processors-list) | 2026-10-05 |\n| \u5fdc\u7b54\u306e Document \u306b\u5168\u6587\uff08text\uff09\u3068\u3001\u30da\u30fc\u30b8\u30fb\u6bb5\u843d\u30fb\u884c\u306a\u3069\u306e\u8981\u7d20\u304c\u3042\u308a\u3001layout \u306b textAnchor\u3001\u4fe1\u983c\u5ea6\u3001\u5ea7\u6a19\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u3002pages[].detectedLanguages[] \u306b\u30da\u30fc\u30b8\u3054\u3068\u306e\u8a00\u8a9e\u3068\u4fe1\u983c\u5ea6\u304c\u5165\u308b\u3053\u3068 | [Google Cloud: Handle the processing response](https:\/\/docs.cloud.google.com\/document-ai\/docs\/handle-response) | 2026-10-05 |\n| \u30aa\u30f3\u30e9\u30a4\u30f3\u51e6\u7406\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u304c40MB\u307e\u3067\u3001Enterprise Document OCR 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