{"id":14935,"date":"2026-10-08T19:07:23","date_gmt":"2026-10-08T10:07:23","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-dangerous-goods-declaration\/"},"modified":"2026-10-08T19:07:23","modified_gmt":"2026-10-08T10:07:23","slug":"en-dangerous-goods-declaration","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-dangerous-goods-declaration\/","title":{"rendered":"\u8377\u4e3b\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u5371\u967a\u7269\u7533\u544a\u66f8\uff08DGD\uff09\u3092\u8aad\u307f\u53d6\u308a\u3001UN\u756a\u53f7\u30fb\u7b49\u7d1a\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u6570\u91cf\u3092\u53d7\u8a17\u524d\u306e\u70b9\u691c\u8868\u306b\u5199\u3057\u3066\u3001\u8a18\u8f09\u6f0f\u308c\u3068\u4e88\u7d04\u3068\u306e\u98df\u3044\u9055\u3044\u3092\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u8377\u4e3b\u304b\u3089\u5c4a\u304f\u82f1\u6587\u306e\u5371\u967a\u7269\u7533\u544a\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001UN\u756a\u53f7\u30fb\u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u6570\u91cf\u3092\u53d7\u8a17\u524d\u306e\u70b9\u691c\u8868\u306b\u5199\u3057\u307e\u3059\u3002\u4e88\u7d04\u306e\u53f0\u5e33\u3068\u6bd4\u3079\u3066\u3001\u8a18\u8f09\u6f0f\u308c\u3068\u98df\u3044\u9055\u3044\u3092\u8ca8\u7269\u306e\u642c\u5165\u3088\u308a\u524d\u306b\u62fe\u3044\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1033","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u8d77\u70b9\u306f\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bDGD\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3067\u3059\u3002** \u5171\u6709\u53d7\u4fe1\u7bb1\u306e\u30eb\u30fc\u30eb\u3067\u3001\u767b\u9332\u3057\u305f\u8377\u4e3b\u304b\u3089\u5c4a\u3044\u305f\u300cDGD\u300d\u300cDangerous Goods\u300d\u3092\u542b\u3080\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092S3\u3078\u8ee2\u9001\u3057\u3001\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u3092\u52d5\u304b\u3057\u307e\u3059\u3002\n\n**\u7d19\u3067\u6301\u3061\u8fbc\u307e\u308c\u305fDGD\u3082\u3001\u53d7\u4ed8\u306e\u62c5\u5f53\u8005\u304c\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u307e\u3059\u3002** \u7d4c\u8def\u3092\u4e00\u3064\u306b\u307e\u3068\u3081\u3001\u30e1\u30fc\u30eb\u306e\u3082\u306e\u3060\u3051\u304c\u4e0b\u66f8\u304d\u3092\u6301\u3064\u5dee\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**\u6bce\u671d8\u6642\u306b\u30821\u56de\u52d5\u304b\u3057\u3001** \u5f53\u65e5\u3068\u7fcc\u65e5\u306b\u642c\u5165\u4e88\u5b9a\u306e\u8ca8\u7269\u306e\u3046\u3061\u3001**DGD\u304c\u672a\u7740\u306e\u3082\u306e\u3068 `needs_human` \u306e\u307e\u307e\u6b8b\u3063\u3066\u3044\u308b\u3082\u306e**\u3092\u62c5\u5f53\u8005\u306b\u9001\u308a\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| DGD | PDF\u307e\u305f\u306f\u753b\u50cf\u3002\u822a\u7a7a\u8ca8\u7269\u904b\u9001\u72b6\u756a\u53f7\u3001\u30da\u30fc\u30b8\u756a\u53f7\u3001\u8377\u9001\u4eba\u3001\u8377\u53d7\u4eba\u3001\u767a\u5730\u3068\u76ee\u7684\u5730\u3001\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u3001\u653e\u5c04\u6027\u304b\u306e\u6b04\u3001\u54c1\u76ee\u306e\u8868\uff08UN\u756a\u53f7\u3001\u6b63\u5f0f\u8f38\u9001\u54c1\u76ee\u540d\u3001\u5206\u985e\u3001\u526f\u6b21\u5371\u967a\u6027\u3001\u5305\u88c5\u7b49\u7d1a\u3001\u5305\u88c5\u7269\u306e\u500b\u6570\u3068\u7a2e\u985e\u3001\u6570\u91cf\u3001\u5305\u88c5\u57fa\u6e96\u3001\u627f\u8a8d\uff09\u3001\u53d6\u308a\u6271\u3044\u6ce8\u610f\u3001\u7f72\u540d\u8005\u306e\u540d\u524d\u3068\u65e5\u4ed8 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6\u3001\u624b\u66f8\u304d\u304b\u5370\u5b57\u304b** | AWS Textract |\n| \u4e88\u7d04\u306e\u53f0\u5e33 | \u904b\u9001\u72b6\u756a\u53f7\u3001\u8377\u4e3b\u3001\u500b\u6570\u3001\u91cd\u91cf\u3001\u4e88\u7d04\u3057\u305f\u4fbf\u3001**\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e**\u3001\u4e88\u7d04\u6642\u306b\u7533\u544a\u3055\u308c\u305fUN\u756a\u53f7 | \u4e88\u7d04\u306e\u4ed5\u7d44\u307f |\n| \u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7 | \u904e\u53bb\u306b\u53d7\u8a17\u3057\u305fUN\u756a\u53f7\u3054\u3068\u306e\u3001\u6b63\u5f0f\u8f38\u9001\u54c1\u76ee\u540d\u30fb\u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u306e\u7d44\u307f\u5408\u308f\u305b | \u62c5\u5f53\u8005\u304c\u53d7\u8a17\u306e\u8a18\u9332\u304b\u3089\u4f5c\u308b\u4e00\u89a7 |\n| \u70b9\u691c\u8868\u306e\u533a\u5206 | \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u9805\u76ee\u3054\u3068\u306e\u300c\u66f8\u985e\u300d\u300c\u73fe\u7269\u300d\u300c\u5224\u65ad\u300d\u306e\u533a\u5206 | \u62c5\u5f53\u8005\u304c\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u306f\u3001**\u540c\u3058UN\u756a\u53f7\u3067\u3044\u3064\u3082\u3068\u9055\u3046\u7d44\u307f\u5408\u308f\u305b\u306b\u6c17\u3065\u304f**\u305f\u3081\u306e\u6750\u6599\u3067\u3001\u898f\u5247\u305d\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u70b9\u691c\u8868\u306e\u533a\u5206\u306f\u4e0b\u66f8\u304d\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u307e\u3059\u3002\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e13\u756a\u76ee\u300c\u5305\u88c5\u7269\u306e\u500b\u6570\u304a\u3088\u3073\u7a2e\u985e\u304c\u8a18\u5165\u3055\u308c\u3066\u3044\u308b\u304b\u300d\u306f\u66f8\u985e\u306e\u9805\u76ee\u300130\u756a\u76ee\u300c\u642c\u5165\u3055\u308c\u305f\u500b\u6570\u304a\u3088\u3073\u5bb9\u5668\u306e\u578b\u5f0f\u306f\u5371\u967a\u7269\u7533\u544a\u66f8\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u300d\u306f\u73fe\u7269\u306e\u9805\u76ee\u3067\u3001**\u540c\u3058\u300c\u500b\u6570\u300d\u3067\u3082\u5225\u306e\u9805\u76ee\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**","data_source":"**DGD\u306f AnalyzeDocument \u30671\u30da\u30fc\u30b8\u305a\u3064\u8aad\u307f\u307e\u3059\u3002** `Document` \u306b1\u30da\u30fc\u30b8\u306b\u5206\u3051\u305fPDF\u306eS3\u306e\u5834\u6240\u3092\u6e21\u3057\u3001`FeatureTypes` \u306b `FORMS`\u3001`TABLES`\u3001`QUERIES` \u3092\u3001`QueriesConfig` \u306b\u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u7d50\u679c\u306f Block \u306e\u4e00\u89a7\u3067\u8fd4\u308a\u3001\u30ad\u30fc\u3068\u5024\u306f `KEY_VALUE_SET`\u3001\u8868\u306f `TABLE` \u3068 `CELL`\u3001\u8cea\u554f\u306e\u7b54\u3048\u306f `QUERY_RESULT` \u306e Block \u3067\u3059\u3002\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `AWB_NO` | What is the air waybill number? |\n| `PAGE_NO` | What is the page number and total pages? |\n| `SHIPPER` | What is the shipper name and address? |\n| `CONSIGNEE` | What is the consignee name and address? |\n| `ORIGIN` | What is the airport of departure? |\n| `DESTINATION` | What is the airport of destination? |\n| `SIGNATORY` | What is the name of signatory and date? |\n\n**\u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u305a\u3001\u540c\u671f\u306e\u64cd\u4f5c\u3067\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a15\u500b\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u306e\u3067\u3001**\u5168\u6587\u304b\u3089\u8a72\u5f53\u306e\u8a9e\u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `missing` \u306b\u3057\u307e\u3059\u3002**\n\n**\u54c1\u76ee\u306e\u6b04\u306f\u3001\u8cea\u554f\u3067\u306f\u306a\u304f\u8868\u3068\u3057\u3066\u8aad\u307f\u307e\u3059\u3002** 1\u679a\u306b\u8907\u6570\u306e\u54c1\u76ee\u304c\u4e26\u3076\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002`CELL` \u3092 `RowIndex`\u3001`ColumnIndex` \u3067\u305f\u3069\u308a\u3001**\u5217\u306e\u898b\u51fa\u3057\uff08`COLUMN_HEADER`\uff09\u304c\u300cUN or ID No.\u300d\u300cProper Shipping Name\u300d\u300cClass or Division\u300d\u300cPacking Group\u300d\u300cPacking Inst.\u300d\u306e\u3069\u308c\u306b\u5f53\u305f\u308b\u304b**\u3067\u5024\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u5404 Block \u306e `TextType`\uff08`HANDWRITING`\uff0f`PRINTED`\uff09\u3092\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002** \u624b\u66f8\u304d\u3067\u8a02\u6b63\u3055\u308c\u305f\u5024\u306f\u3001**\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e24\u756a\u76ee\u300c\u4fee\u6b63\u307e\u305f\u306f\u5909\u66f4\u306b\u3064\u3044\u3066\u8377\u9001\u4eba\u306e\u7f72\u540d\u306f\u3042\u308b\u304b\u300d\u306b\u95a2\u308f\u308b**\u305f\u3081\u3001\u5370\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u306b\u898b\u305b\u307e\u3059\u3002\u4e88\u7d04\u306e\u53f0\u5e33\u3068\u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u306f Python \u304c\u8aad\u307f\u3001\u751f\u6210AI\u306b\u306f\u6e21\u3057\u307e\u305b\u3093\u3002","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u307e\u3059\u3002HEIC\u306a\u3069\u306e\u5199\u771f\u306f JPEG \u306b\u5909\u63db\u3057\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**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u8377\u4e3b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **1\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u308b** \u2026 \u540c\u671f\u306e\u64cd\u4f5c\u306fPDF\u3068TIFF\u30671\u30da\u30fc\u30b8\u307e\u3067\u300110MB\u307e\u3067\u3067\u3059\u3002**\u30da\u30fc\u30b8\u756a\u53f7\u3092\u4ed8\u3051\u305f\u307e\u307e\u5206\u3051\u3001\u3042\u3068\u30671\u4ef6\u306b\u307e\u3068\u3081\u76f4\u3057\u307e\u3059**\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150DPI\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4f4e\u3044\u89e3\u50cf\u5ea6\u306e\u30b9\u30ad\u30e3\u30f3\u306f\u53d6\u308a\u76f4\u3057\u3092\u983c\u307f\u307e\u3059**\n5. **\u653e\u5c04\u6027\u306e\u7533\u544a\u66f8\u3092\u5206\u3051\u308b** \u2026 \u300cRadioactive\u300d\u306e\u6b04\u3092\u898b\u3066\u3001\u653e\u5c04\u6027\u306e\u3082\u306e\u306f\u62c5\u5f53\u8005\u306b\u76f4\u63a5\u6e21\u3057\u307e\u3059\n6. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u904b\u9001\u72b6\u756a\u53f7\u306eDGD\u304c\u3042\u308c\u3070\u7248\u3092\u4e0a\u3052\u3001**\u524d\u306e\u7248\u3068\u306e\u9055\u3044\u3092\u4e26\u3079\u3066\u51fa\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a02\u6b63\u3057\u305fDGD\u306e\u9001\u308a\u76f4\u3057\u306f\u3088\u304f\u3042\u308a\u3001**\u53e4\u3044\u7248\u306e\u4e0b\u66f8\u304d\u304c\u6b8b\u308b\u3068\u3001\u76f4\u308b\u524d\u306e\u5024\u3067\u53d7\u8a17\u3092\u6c7a\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001OCR\u306e\u7d50\u679c\u304b\u3089\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u53d6\u308a\u51fa\u3057\u3001\u305d\u306e\u5024\u304cDGD\u306e\u3069\u306e\u6b04\u306e\u5024\u304b\u3092\u8a18\u9332\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u7167\u5408\u3068\u3001\u898f\u5247\u306b\u7167\u3089\u3057\u305f\u5224\u65ad\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| \u904b\u9001\u72b6\u756a\u53f7\u3001\u30da\u30fc\u30b8\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8377\u9001\u4eba\u3068\u8377\u53d7\u4eba | \u540d\u524d\u3068\u4f4f\u6240\u3092\u539f\u6587\u306e\u307e\u307e\u3002\u7701\u7565\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u304b\u3092\u8a18\u9332 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u767a\u5730\u3068\u76ee\u7684\u5730 | \u7a7a\u6e2f\u540d\u304b\u90fd\u5e02\u540d\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04 | \u300cPassenger and Cargo Aircraft\u300d\u300cCargo Aircraft Only\u300d\u306e**\u3069\u3061\u3089\u304c\u6d88\u53bb\u3055\u308c\u3066\u3044\u308b\u304b\u306f\u5224\u5b9a\u3057\u306a\u3044**\u3002\u4e21\u65b9\u306e\u6587\u5b57\u304c\u691c\u51fa\u3055\u308c\u305f\u304b\u3060\u3051\u3092\u8a18\u9332 | \u5e38\u306b `needs_visual` |\n| UN\u756a\u53f7 | \u300cUN\u300d\u300cID\u300d\u306e\u63a5\u982d\u3068\u6570\u5b57\u3092\u539f\u6587\u306e\u307e\u307e | \u6570\u5b57\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6b63\u5f0f\u8f38\u9001\u54c1\u76ee\u540d\u3068\u6280\u8853\u540d | \u539f\u6587\u306e\u307e\u307e\u3002\u62ec\u5f27\u306e\u6280\u8853\u540d\u3092\u5206\u3051\u308b | \u9014\u4e2d\u3067\u5207\u308c\u3066\u3044\u308c\u3070 `ambiguous` |\n| \u5206\u985e\u3068\u526f\u6b21\u5371\u967a\u6027 | \u539f\u6587\u306e\u307e\u307e\u3002\u62ec\u5f27\u306e\u526f\u6b21\u5371\u967a\u6027\u3092\u5206\u3051\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u5305\u88c5\u7b49\u7d1a | \u539f\u6587\u306e\u307e\u307e\uff08I\uff0fII\uff0fIII\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n| \u5305\u88c5\u7269\u306e\u500b\u6570\u3068\u7a2e\u985e\u3001\u6570\u91cf\u3068\u5358\u4f4d | \u500b\u6570\u3001\u7a2e\u985e\u306e\u8a9e\u3001\u6570\u91cf\u3001\u5358\u4f4d\u3001\u300cG\u300d\u306e\u6709\u7121\u3092\u5206\u3051\u308b | \u5358\u4f4d\u304c\u7121\u3051\u308c\u3070 `unit_unknown` |\n| \u5305\u88c5\u57fa\u6e96\u3001\u627f\u8a8d | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n\n**\u5305\u88c5\u7b49\u7d1a\u3068\u5305\u88c5\u57fa\u6e96\u3092 `not_stated` \u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u54c1\u76ee\u306b\u3088\u3063\u3066\u66f8\u304b\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3067\u3082\u5305\u88c5\u7b49\u7d1a\u306e\u9805\u76ee\u306b\u306f\u300cN\/A\u300d\u306e\u6b04\u304c\u3042\u308a\u3001**\u4e0d\u5099\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u306f\u3001\u6d88\u53bb\u306e\u7dda\u304c\u6587\u5b57\u306e\u691c\u51fa\u306b\u5f71\u97ff\u3057\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001\u4e21\u65b9\u306e\u6587\u5b57\u304c\u8aad\u3081\u3066\u3082\u3001\u3069\u3061\u3089\u3082\u6d88\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u6b04\u306f Lambda \u304c Block \u306e\u4f4d\u7f6e\u304b\u3089\u5207\u308a\u51fa\u3057\u3001\u62c5\u5f53\u8005\u306e\u753b\u9762\u306b\u753b\u50cf\u3067\u51fa\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u304c\u6b63\u3057\u3044\u304b\u306e\u5224\u65ad | \u898f\u5247\u306b\u7167\u3089\u3057\u3066\u8cc7\u683c\u3092\u6301\u3064\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u308b |\n| \u4e88\u7d04\u3068\u306e\u4e00\u81f4\u306e\u5224\u65ad | Python \u304c\u5024\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u7167\u5408\u3059\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u306e\u88dc\u5b8c | UN\u756a\u53f7\u304b\u3089\u54c1\u540d\u3084\u5206\u985e\u3092\u57cb\u3081\u308b\u3068\u3001\u8a18\u8f09\u6f0f\u308c\u304c\u6d88\u3048\u308b |\n| UN\u756a\u53f7\u306e\u88dc\u6b63 | 1\u6841\u9055\u3046\u3068\u5225\u306e\u7269\u8cea\u306b\u306a\u308b |\n| \u53d7\u8a17\u3057\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u5168\u9805\u76ee\u3068\u73fe\u7269\u306e\u70b9\u691c\u3092\u7d4c\u3066\u4eba\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5206\u985e\u306e\u6b04\u304c\u7a7a\u306eDGD\u3067\u3082\u3001\u751f\u6210AI\u306fUN\u756a\u53f7\u306e\u4e00\u822c\u7684\u306a\u5206\u985e\u3092\u66f8\u304d\u8db3\u3057\u304c\u3061\u3067\u3001**\u8a02\u6b63\u3092\u983c\u3080\u3079\u304d\u8a18\u8f09\u6f0f\u308c\u304c\u6d88\u3048\u307e\u3059\u3002**","prompt_example":"```\n\u3042\u306a\u305f\u306f\u822a\u7a7a\u8ca8\u7269\u306e\u6df7\u8f09\u696d\u8005\u306e\u5371\u967a\u7269\u306e\u62c5\u5f53\u3067\u3001\u8377\u4e3b\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u5371\u967a\u7269\u7533\u544a\u66f8\uff08Shipper's Declaration for Dangerous Goods\uff09\u306e\n\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u7acb\u5834\u3067\u3059\u3002OCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\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\u9805\u76ee\u3011\nawb_no\u3001page_no\u3001shipper_raw\u3001consignee_raw\u3001origin_raw\u3001\ndestination_raw\u3001aircraft_field_texts\uff08\u691c\u51fa\u3055\u308c\u305f\u6587\u5b57\u306e\u4e00\u89a7\uff09\u3001\nlines\uff08\u914d\u5217\uff1aun_no_raw\u3001proper_shipping_name_raw\u3001technical_name_raw\u3001\n  class_raw\u3001subsidiary_risk_raw\u3001packing_group_raw\u3001\n  packages_count\u3001package_type_raw\u3001quantity\u3001quantity_unit\u3001\n  gross_flag\u3001packing_instruction_raw\u3001authorization_raw\uff09\u3001\nhandling_info_raw\u3001signatory_raw\u3001signed_date_raw\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ............ \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u6b04\u306e\u5024\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ....... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- not_stated .... \u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u30fb\u627f\u8a8d\u306e\u6b04\u306b\u8a18\u8f09\u304c\u7121\u3044\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\u5024\u304c\u9014\u4e2d\u3067\u5207\u308c\u3066\u3044\u308b\n- unit_unknown .. \u6570\u91cf\u306e\u5358\u4f4d\u304c\u6c7a\u307e\u3089\u306a\u3044\n- needs_visual .. \u6d88\u53bb\u306e\u6709\u7121\u306a\u3069\u3001\u753b\u50cf\u3067\u4eba\u304c\u898b\u308b\u5fc5\u8981\u304c\u3042\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u3001\u4ed6\u306e\u6b04\u3084UN\u756a\u53f7\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5206\u985e\u30fb\u54c1\u540d\u30fb\u5305\u88c5\u7b49\u7d1a\u3092\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- UN\u756a\u53f7\u306f\u300cUN\u300d\u300cID\u300d\u306e\u63a5\u982d\u3068\u6570\u5b57\u3092\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u306e\u307e\u307e\n  \u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u88dc\u3063\u305f\u308a\u3001\u4f3c\u305f\u6587\u5b57\u306b\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u3068\u653e\u5c04\u6027\u306e\u6b04\u3067\u3001\u3069\u3061\u3089\u304c\u6d88\u53bb\u3055\u308c\u3066\u3044\u308b\u304b\u3092\n  \u5224\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002status \u306f\u5e38\u306b needs_visual \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6570\u91cf\u306f\u3001\u6570\u5024\u3068\u5358\u4f4d\u3068\u300cG\u300d\u306e\u6709\u7121\u3092\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u624b\u66f8\u304d\u306e\u5024\uff08text_type \u304c HANDWRITING\uff09\u306f\u3001\u305d\u306e\u3053\u3068\u3092\n  handwritten \u306b true \u3068\u3057\u3066\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5206\u985e\u3084\u5305\u88c5\u7b49\u7d1a\u304c\u6b63\u3057\u3044\u304b\u3001\u53d7\u8a17\u3057\u3066\u3088\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- DGD\u3067\u306a\u3044\u66f8\u985e\uff08\u5b89\u5168\u30c7\u30fc\u30bf\u30b7\u30fc\u30c8\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u3001\u822a\u7a7a\u8ca8\u7269\u904b\u9001\u72b6\u306a\u3069\uff09\n  \u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\n  \u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u30da\u30fc\u30b8\u306e\u4e26\u3073\u3011{page_order}\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\u3001TextType \u3068\u4fe1\u983c\u5ea6\u4ed8\u304d\uff09\u3011{textract_result}\n```\n\n**\u300cUN\u756a\u53f7\u304b\u3089\u88dc\u308f\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u88dc\u3044\u307e\u3059\u3002** \u751f\u6210AI\u306f\u591a\u304f\u306eUN\u756a\u53f7\u306e\u4e00\u822c\u7684\u306a\u54c1\u540d\u3084\u5206\u985e\u3092\u77e5\u3063\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002**\u57cb\u3081\u305f\u5024\u304c\u6b63\u3057\u3044\u304b\u3067\u306f\u306a\u304f\u3001\u7a7a\u6b04\u3060\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6d88\u3048\u308b\u3053\u3068\u304c\u554f\u984c\u3067\u3059\u3002**","output_data":"**Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\uff08`output_config.format` \u306b `json_schema` \u3092\u6307\u5b9a\uff09\u3067\u3001DGD\u3054\u3068\u306b\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"dgd_non_radioactive\",\n  \"awb_no\": \"000-00000000\",\n  \"page_no\": \"1 of 1\",\n  \"origin_raw\": \"NRT\",\n  \"destination_raw\": \"FRA\",\n  \"aircraft_field\": { \"status\": \"needs_visual\", \"texts\": [\"PASSENGER AND CARGO AIRCRAFT\", \"CARGO AIRCRAFT ONLY\"] },\n  \"lines\": [\n    {\n      \"un_no_raw\": \"UN3481\",\n      \"proper_shipping_name_raw\": \"Lithium ion batteries packed with equipment\",\n      \"class_raw\": \"9\",\n      \"packing_group_status\": \"not_stated\",\n      \"packages_count\": 2,\n      \"quantity\": 4.2,\n      \"quantity_unit\": \"kg\",\n      \"packing_instruction_raw\": \"966\",\n      \"handwritten\": false,\n      \"items\": [ { \"item\": \"un_no\", \"status\": \"ok\", \"confidence\": 0, \"source\": \"\" } ]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u5024\u306e\u5b8c\u5168\u4e00\u81f4\u3060\u3051\u3067\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u66f8\u985e\u306e\u9805\u76ee\u304c\u3059\u3079\u3066\u8aad\u307f\u53d6\u308c\u3001\u4e88\u7d04\u3068\u3082\u53d7\u8a17\u5b9f\u7e3e\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u3082\u5408\u3046 |\n| `missing` | \u904b\u9001\u72b6\u756a\u53f7\u3001\u8377\u9001\u4eba\u30fb\u8377\u53d7\u4eba\u3001UN\u756a\u53f7\u3001\u54c1\u540d\u3001\u5206\u985e\u3001\u500b\u6570\u3001\u6570\u91cf\u3001\u7f72\u540d\u8005\u306e\u3069\u308c\u304b\u304c\u7121\u3044 |\n| `booking_mismatch` | \u904b\u9001\u72b6\u756a\u53f7\u30fb\u500b\u6570\u30fbUN\u756a\u53f7\u304c\u4e88\u7d04\u3068\u9055\u3046 |\n| `pattern_differs` | \u540c\u3058UN\u756a\u53f7\u3067\u3001\u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u53d7\u8a17\u5b9f\u7e3e\u3068\u9055\u3046 |\n| `first_time` | \u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u306b\u7121\u3044UN\u756a\u53f7 |\n| `needs_human` | `unreadable`\u30fb`ambiguous`\u30fb`unit_unknown` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u624b\u66f8\u304d\u306e\u8a02\u6b63\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u66f8\u985e\u3067\u306a\u3044 |\n\n**2\u3064\u76ee\u306f\u3001\u70b9\u691c\u8868\u306e\u4e0b\u66f8\u304d\u3092\u300c\u66f8\u985e\u300d\u306e\u9805\u76ee\u3060\u3051\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002** Python \u306f\u70b9\u691c\u8868\u306e\u533a\u5206\u3092\u5f15\u304d\u3001**\u300c\u73fe\u7269\u300d\u3068\u300c\u5224\u65ad\u300d\u306e\u9805\u76ee\u306b\u306f\u4f55\u3082\u66f8\u304b\u305a\u3001\u300cYES\u300d\u3082\u66f8\u304d\u307e\u305b\u3093\u3002** `aircraft_field` \u306f\u5e38\u306b `needs_visual` \u3067\u3001\u5207\u308a\u51fa\u3057\u305f\u753b\u50cf\u3068\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u3092\u4e26\u3079\u3066\u51fa\u3057\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 | DGD\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u540c\u671f\uff09 | 1\u30da\u30fc\u30b8\u305a\u3064\u3001\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u306e\u7b54\u3048\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u5024\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u6b04\u306e\u8a18\u9332 |\n| \u4e88\u7d04\u306e\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u904b\u9001\u72b6\u756a\u53f7\u30fb\u500b\u6570\u30fbUN\u756a\u53f7\u30fb\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u3092\u5f15\u304f |\n| \u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | UN\u756a\u53f7\u3054\u3068\u306e\u904e\u53bb\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u5f15\u304f |\n| \u70b9\u691c\u8868 | \u4e0b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f | \u300c\u66f8\u985e\u300d\u306e\u9805\u76ee\u306e\u5024\u3068\u6839\u62e0\u3060\u3051\u3092\u66f8\u304f |\n| \u901a\u77e5 | \u30e1\u30fc\u30eb | \u6bce\u671d\u306e\u672a\u7740\u30fb\u8981\u78ba\u8a8d\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u306b\u9001\u308b |\n\n**\u4e88\u7d04\u306e\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u98df\u3044\u9055\u3063\u3066\u3044\u3066\u3082\u3001**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306f\u8377\u4e3b\u306b\u78ba\u304b\u3081\u308b\u307e\u3067\u5206\u304b\u3089\u306a\u3044**\u305f\u3081\u3067\u3059\u3002\u822a\u7a7a\u4f1a\u793e\u3078\u306e\u901a\u77e5\u3084\u642c\u5165\u306e\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u3082\u3064\u306a\u304c\u305a\u3001\u53d7\u8a17\u306e\u7d50\u679c\u306f\u62c5\u5f53\u8005\u304c\u6b21\u306e\u5de5\u7a0b\u306b\u6e21\u3057\u307e\u3059\u3002","human_review":"**\u8cc7\u683c\u3092\u6301\u3064\u62c5\u5f53\u8005\u304c\u3001\u3059\u3079\u3066\u306e\u4e0b\u66f8\u304d\u3092\u539f\u672c\u3068\u4e26\u3079\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** `human_check` \u3092\u300c\u5fc5\u9808\u300d\u3068\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u304c\u62c5\u5f53\u8005\u306e\u7f72\u540d\u3067\u5b8c\u7d50\u3059\u308b\u66f8\u985e\u3060\u304b\u3089\u3067\u3059\u3002\n\n1. **`booking_mismatch` \u3068 `missing` \u3092\u6700\u521d\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u642c\u5165\u306e\u524d\u306b\u8377\u4e3b\u3078\u8a02\u6b63\u3092\u983c\u3081\u308b\u304b\u3067\u3001\u4e88\u7d04\u3057\u305f\u4fbf\u306b\u9593\u306b\u5408\u3046\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\n2. **\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u3092\u753b\u50cf\u3067\u898b\u308b** \u2026 \u6d88\u53bb\u3055\u308c\u3066\u3044\u308b\u65b9\u3092\u3001\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u3068\u6bd4\u3079\u307e\u3059\n3. **`pattern_differs` \u3068 `first_time` \u3092\u898f\u5247\u3067\u78ba\u304b\u3081\u308b** \u2026 \u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u898f\u5247\u306b\u7167\u3089\u3057\u307e\u3059\n4. **\u624b\u66f8\u304d\u306e\u8a02\u6b63\u3092\u898b\u308b** \u2026 \u8a02\u6b63\u306e\u7b87\u6240\u306b\u8377\u9001\u4eba\u306e\u7f72\u540d\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u66f8\u985e\u306e\u9805\u76ee\u306b\u300cYES\uff0fNO\uff0fN\/A\u300d\u3092\u4ed8\u3051\u308b** \u2026 \u62c5\u5f53\u8005\u304c\u81ea\u5206\u3067\u4ed8\u3051\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5b9f\u7e3e\u306e\u4e00\u89a7\u306f\u300c\u3044\u3064\u3082\u3068\u9055\u3046\u300d\u306b\u6c17\u3065\u304f\u305f\u3081\u306e\u6750\u6599\u3067\u3001**\u6b63\u3057\u3055\u306e\u6839\u62e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\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**\u8377\u4e3b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u82f1\u8a9e\u4ee5\u5916\u3067\u66f8\u304b\u308c\u305f\u6b04\u304c\u3042\u308b | \u305d\u306e\u6b04\u306f `unreadable`\u3002DGD\u306f\u82f1\u8a9e\u3067\u63d0\u51fa\u3055\u308c\u308b\u3082\u306e\u306a\u306e\u3067\u3001**\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e1\u756a\u76ee\u306b\u95a2\u308f\u308b\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3059** |\n| \u5199\u771f\u306e\u50be\u304d\u30fb\u5f71\u3067\u8868\u304c\u5d29\u308c\u308b | \u8868\u306e\u884c\u304c\u53d6\u308c\u306a\u3051\u308c\u3070 `needs_human`\u3002**\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080** |\n| \u54c1\u76ee\u306e\u8868\u304c2\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b | \u30da\u30fc\u30b8\u756a\u53f7\u306e\u9806\u306b\u3064\u306a\u304e\u3001\u5207\u308c\u305f\u884c\u306f `ambiguous` |\n| \u4e88\u7d04\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `booking_mismatch`\u3002**\u4e88\u7d04\u306e\u53d7\u4ed8\u3068\u8377\u4e3b\u306b\u78ba\u304b\u3081\u308b** |\n| OCR\u3084\u751f\u6210AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u306f\u3001\u8aad\u3081\u306a\u3044\u3053\u3068\u81ea\u4f53\u304c\u70b9\u691c\u306e\u6750\u6599\u306b\u306a\u308b\u4f8b\u3067\u3059\u3002**","log_storage":"- \u5143\u306eDGD\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u9001\u308a\u5143\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\u3001\u7248\u306e\u756a\u53f7\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\u539f\u6587\u3068\u3001\u9805\u76ee\u3054\u3068\u306e status\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u4e88\u7d04\u306e\u53f0\u5e33\u306e\u5024\u3068\u3001\u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7\u306e\u7248**\n- \u62c5\u5f53\u8005\u304c\u4ed8\u3051\u305f\u300cYES\uff0fNO\uff0fN\/A\u300d\u3068\u3001\u4e0b\u66f8\u304d\u306e\u5024\u3092\u76f4\u3057\u305f\u7b87\u6240\n- \u8377\u4e3b\u3078\u306e\u8a02\u6b63\u306e\u4f9d\u983c\u3068\u3001\u8a02\u6b63\u3055\u308c\u305fDGD\u3068\u306e\u5bfe\u5fdc\n\n**4\u884c\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u4e88\u7d04\u306e\u5024\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u4e88\u7d04\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u6b8b\u3055\u306a\u3044\u3068\u3001**\u306a\u305c\u5370\u304c\u4ed8\u3044\u305f\u306e\u304b\u3092\u5f8c\u304b\u3089\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002** 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\u8cc7\u683c\u3092\u6301\u3064\u62c5\u5f53\u8005\u304c\u3001\u4e0b\u66f8\u304d\u3068\u539f\u672c\u306e\u753b\u50cf\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u3001\u300cYES\uff0fNO\uff0fN\/A\u300d\u3092\u81ea\u5206\u3067\u4ed8\u3051\u308b\n8. **\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u8a18\u8f09\u6f0f\u308c\u3068\u98df\u3044\u9055\u3044\u306b\u3064\u3044\u3066\u8377\u4e3b\u306b\u8a02\u6b63\u3092\u983c\u3080\n9. **\u3010\u4eba\u3011** \u8ca8\u7269\u304c\u642c\u5165\u3055\u308c\u305f\u3089\u3001\u5305\u88c5\u7269\u30fb\u30de\u30fc\u30af\u30fb\u30e9\u30d9\u30eb\u3092\u70b9\u691c\u3057\u3001\u53d7\u8a17\u3092\u6c7a\u3081\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4e0b\u66f8\u304d\u306f\u5024\u3092\u5199\u3057\u305f\u3082\u306e\u3067\u3001**\u300cYES\u300d\u3092\u4ed8\u3051\u308b\u306e\u306f\u62c5\u5f53\u8005\u3067\u3059\u3002** \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306f\u62c5\u5f53\u8005\u306e\u7f72\u540d\u3067\u5b8c\u7d50\u3059\u308b\u66f8\u985e\u3067\u3001AI\u306e\u4e0b\u66f8\u304d\u3092\u305d\u306e\u307e\u307e\u7f72\u540d\u306b\u56de\u3059\u4f5c\u308a\u306b\u306f\u3057\u307e\u305b\u3093\u3002\n\n**5\u756a\u76ee\u3092AI\u306b\u3055\u305b\u306a\u3044\u306e\u3082\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** AI\u306b\u4efb\u305b\u308b\u3068\u300c\u307b\u307c\u540c\u3058\u300d\u3092\u4e00\u81f4\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u304c\u3001**UN\u756a\u53f7\u306e1\u6841\u306e\u9055\u3044\u306f\u5225\u306e\u7269\u8cea\u3067\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5171\u6709\u53d7\u4fe1\u7bb1\u306b\u5c4a\u3044\u305fDGD\u306ePDF\u3084\u753b\u50cf\u304c\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u4fdd\u5b58\u3055\u308c\u308b","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u3001PDF\u30921\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u308b","**\u3010\u81ea\u52d5\u3011** OCR\u304c\u3001\u30da\u30fc\u30b8\u3054\u3068\u306b\u5168\u6587\u30fb\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u3078\u306e\u7b54\u3048\u3092\u4fe1\u983c\u5ea6\u4ed8\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u904b\u9001\u72b6\u756a\u53f7\u30fb\u767a\u5730\u3068\u76ee\u7684\u5730\u30fb\u54c1\u76ee\u306e\u884c\u3054\u3068\u306eUN\u756a\u53f7\u30fb\u54c1\u540d\u30fb\u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u6570\u91cf\u30fb\u5305\u88c5\u57fa\u6e96\u3092\u3001\u539f\u6587\u306e\u307e\u307e\u53d6\u308a\u51fa\u3059","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u4e88\u7d04\u306e\u53f0\u5e33\u3068\u81ea\u793e\u306e\u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7\u3092\u5f15\u304d\u3001\u98df\u3044\u9055\u3044\u306b\u5370\u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3001\u70b9\u691c\u8868\u306e\u66f8\u985e\u306e\u9805\u76ee\u306b\u4e0b\u66f8\u304d\u3092\u66f8\u304f\u3002**\u73fe\u7269\u306e\u70b9\u691c\u306e\u9805\u76ee\u306f\u7a7a\u6b04\u306e\u307e\u307e**\u306b\u3059\u308b","**\u3010\u4eba\u3011** \u8cc7\u683c\u3092\u6301\u3064\u62c5\u5f53\u8005\u304c\u3001\u4e0b\u66f8\u304d\u3068\u539f\u672c\u306e\u753b\u50cf\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u3001\u300cYES\uff0fNO\uff0fN\/A\u300d\u3092\u81ea\u5206\u3067\u4ed8\u3051\u308b","**\u3010\u4eba\u3011** \u62c5\u5f53\u8005\u304c\u3001\u8a18\u8f09\u6f0f\u308c\u3068\u98df\u3044\u9055\u3044\u306b\u3064\u3044\u3066\u8377\u4e3b\u306b\u8a02\u6b63\u3092\u983c\u3080","**\u3010\u4eba\u3011** \u8ca8\u7269\u304c\u642c\u5165\u3055\u308c\u305f\u3089\u3001\u5305\u88c5\u7269\u30fb\u30de\u30fc\u30af\u30fb\u30e9\u30d9\u30eb\u3092\u70b9\u691c\u3057\u3001\u53d7\u8a17\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u82f1\u6587\u306eDGD\uff08PDF\u30fb\u30b9\u30ad\u30e3\u30f3\u30fb\u5199\u771f\u3002\u8377\u4e3b\u304b\u3089\u306e\u30e1\u30fc\u30eb\u6dfb\u4ed8\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\u30b5\u30a4\u30ba\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\u30011\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u5272\n   \u25bc\nAWS Textract\uff08AnalyzeDocument\uff1aFORMS\uff0fTABLES\uff0fQUERIES\uff09\n   \u2502   \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u54c1\u76ee\u306e\u8868\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u4fe1\u983c\u5ea6\u3001\u624b\u66f8\u304d\u304b\u5370\u5b57\u304b\n   \u25bc\nClaude API \u2500\u2500 \u5024\u3092\u539f\u6587\u306e\u307e\u307e\u3001\u54c1\u76ee\u306e\u884c\u3054\u3068\u306b\u53d6\u308a\u51fa\u3059\n   \u2502   \u2460 \u904b\u9001\u72b6\u756a\u53f7  \u2461 \u8377\u9001\u4eba\u30fb\u8377\u53d7\u4eba  \u2462 \u767a\u5730\u30fb\u76ee\u7684\u5730  \u2463 \u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\n   \u2502   \u2464 UN\u756a\u53f7\u30fb\u54c1\u540d\u30fb\u5206\u985e\u30fb\u526f\u6b21\u5371\u967a\u6027\u30fb\u5305\u88c5\u7b49\u7d1a  \u2465 \u500b\u6570\u30fb\u7a2e\u985e\u30fb\u6570\u91cf\u30fb\u5305\u88c5\u57fa\u6e96\n   \u25bc\nPython \u2500\u2500 \u4e88\u7d04\u306e\u53f0\u5e33\u3068\u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7\u3092\u5f15\u3044\u3066\u7167\u5408\u3001\u70b9\u691c\u8868\u306e\u66f8\u985e\u306e\u9805\u76ee\u3092\u4e0b\u66f8\u304d\n   \u25bc\n\u70b9\u691c\u8868\u306e\u4e0b\u66f8\u304d\uff08\u66f8\u985e\u306e\u9805\u76ee\u3060\u3051\uff09\u3068\u5370\uff08ok \uff0f missing \uff0f booking_mismatch \uff0f needs_human\uff09\n   \u25bc\n\u3010\u8cc7\u683c\u3092\u6301\u3064\u62c5\u5f53\u8005\u304c\u539f\u672c\u3068\u4e26\u3079\u3066\u78ba\u8a8d\u3057\u3001YES\uff0fNO\uff0fN\/A \u3092\u4ed8\u3051\u308b\u3011\n   \u2514\u2500\u2500\u25b6 \u8377\u4e3b\u3078\u306e\u8a02\u6b63\u306e\u4f9d\u983c\uff0f\u642c\u5165\u3055\u308c\u305f\u8ca8\u7269\u306e\u70b9\u691c\u3078\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08AnalyzeDocument \u306e FORMS\uff0fTABLES\uff0fQUERIES\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u751f\u6210AI | Claude API\uff08DGD\u306e\u5024\u306e\u53d6\u308a\u51fa\u3057\uff09 | OpenAI API\u3001Gemini API |\n| \u5dee\u7570\u8a08\u7b97 | Python\uff08\u4e88\u7d04\u306e\u53f0\u5e33\u30fb\u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7\u3068\u306e\u7167\u5408\u3001\u70b9\u691c\u8868\u306e\u4e0b\u66f8\u304d\uff09 | \u4e88\u7d04\u306e\u4ed5\u7d44\u307f\u306e\u7167\u5408\u306e\u6a5f\u80fd |\n| \u9023\u643a | AWS Lambda\uff08\u4fdd\u5b58\u306e\u901a\u77e5\u3092\u8d77\u70b9\u306b\u51e6\u7406\u3092\u52d5\u304b\u3059\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08DGD\u306e\u539f\u672c\u3001\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3001\u4e0b\u66f8\u304d\u3068\u7167\u5408\u306e\u7d50\u679c\uff09 | \u793e\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n\n**\u4e88\u7d04\u306e\u53f0\u5e33\u3068\u70b9\u691c\u8868\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u6700\u521d\u306e\u6e96\u5099\u306f\u3001\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u756a\u53f7\u3054\u3068\u306b\u300c\u66f8\u985e\u300d\u300c\u73fe\u7269\u300d\u300c\u5224\u65ad\u300d\u306e\u533a\u5206\u3092\u4ed8\u3051\u3001**\u4e0b\u66f8\u304d\u3057\u3066\u3088\u3044\u9805\u76ee\u3092\u6c7a\u3081\u308b\u3053\u3068**\u3067\u3059\u3002\n\n**OCR\u306b AWS Textract \u3092\u9078\u3076\u306e\u306f\u3001DGD\u304c\u82f1\u6587\u306e\u66f8\u985e\u3060\u304b\u3089\u3067\u3059\u3002** \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e1\u756a\u76ee\u306f\u3001DGD\u304c**\u82f1\u8a9e\u30672\u90e8\u3001IATA\u6307\u5b9a\u306e\u30d5\u30a9\u30fc\u30e0\u306b\u57fa\u3065\u3044\u3066\u63d0\u51fa\u3055\u308c\u3066\u3044\u308b\u304b**\u3092\u78ba\u304b\u3081\u308b\u9805\u76ee\u3067\u3059\u3002Textract \u306e\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\u3067\u3001**\u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u306e\u307f\u3001\u7e26\u66f8\u304d\u306b\u306f\u5bfe\u5fdc\u3057\u306a\u3044**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u3053\u306e\u984c\u6750\u3067\u52b9\u304f\u306e\u306f\u3001\u540c\u671f\u306e AnalyzeDocument \u30671\u30da\u30fc\u30b8\u305a\u3064\u8aad\u3080\u3053\u3068\u3067\u3059\u3002** DGD\u306f1\u301c3\u30da\u30fc\u30b8\u3067\u3001\u975e\u540c\u671f\u306e\u30b8\u30e7\u30d6\u306e\u5b8c\u4e86\u3092\u5f85\u305f\u305a\u306b\u65e9\u304f\u70b9\u691c\u3092\u6e08\u307e\u305b\u307e\u3059\u3002**\u540c\u671f\u306e\u64cd\u4f5c\u306f\u3001PDF\u3068TIFF\u30671\u30da\u30fc\u30b8\u30fb10MB\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5148\u306b1\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u8d77\u70b9\u306f\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306bDGD\u304c\u4fdd\u5b58\u3055\u308c\u305f\u3053\u3068\u3067\u3059\u3002** \u5171\u6709\u53d7\u4fe1\u7bb1\u306e\u30eb\u30fc\u30eb\u3067\u3001\u767b\u9332\u3057\u305f\u8377\u4e3b\u304b\u3089\u5c4a\u3044\u305f\u300cDGD\u300d\u300cDangerous Goods\u300d\u3092\u542b\u3080\u30e1\u30fc\u30eb\u306e\u6dfb\u4ed8\u3092S3\u3078\u8ee2\u9001\u3057\u3001\u4fdd\u5b58\u306e\u901a\u77e5\u3067 AWS Lambda \u3092\u52d5\u304b\u3057\u307e\u3059\u3002\n\n**\u7d19\u3067\u6301\u3061\u8fbc\u307e\u308c\u305fDGD\u3082\u3001\u53d7\u4ed8\u306e\u62c5\u5f53\u8005\u304c\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u540c\u3058\u30d5\u30a9\u30eb\u30c0\u306b\u5165\u308c\u307e\u3059\u3002** \u7d4c\u8def\u3092\u4e00\u3064\u306b\u307e\u3068\u3081\u3001\u30e1\u30fc\u30eb\u306e\u3082\u306e\u3060\u3051\u304c\u4e0b\u66f8\u304d\u3092\u6301\u3064\u5dee\u3092\u4f5c\u308a\u307e\u305b\u3093\u3002\n\n**\u6bce\u671d8\u6642\u306b\u30821\u56de\u52d5\u304b\u3057\u3001** \u5f53\u65e5\u3068\u7fcc\u65e5\u306b\u642c\u5165\u4e88\u5b9a\u306e\u8ca8\u7269\u306e\u3046\u3061\u3001**DGD\u304c\u672a\u7740\u306e\u3082\u306e\u3068 `needs_human` \u306e\u307e\u307e\u6b8b\u3063\u3066\u3044\u308b\u3082\u306e**\u3092\u62c5\u5f53\u8005\u306b\u9001\u308a\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| DGD | PDF\u307e\u305f\u306f\u753b\u50cf\u3002\u822a\u7a7a\u8ca8\u7269\u904b\u9001\u72b6\u756a\u53f7\u3001\u30da\u30fc\u30b8\u756a\u53f7\u3001\u8377\u9001\u4eba\u3001\u8377\u53d7\u4eba\u3001\u767a\u5730\u3068\u76ee\u7684\u5730\u3001\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u3001\u653e\u5c04\u6027\u304b\u306e\u6b04\u3001\u54c1\u76ee\u306e\u8868\uff08UN\u756a\u53f7\u3001\u6b63\u5f0f\u8f38\u9001\u54c1\u76ee\u540d\u3001\u5206\u985e\u3001\u526f\u6b21\u5371\u967a\u6027\u3001\u5305\u88c5\u7b49\u7d1a\u3001\u5305\u88c5\u7269\u306e\u500b\u6570\u3068\u7a2e\u985e\u3001\u6570\u91cf\u3001\u5305\u88c5\u57fa\u6e96\u3001\u627f\u8a8d\uff09\u3001\u53d6\u308a\u6271\u3044\u6ce8\u610f\u3001\u7f72\u540d\u8005\u306e\u540d\u524d\u3068\u65e5\u4ed8 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09 |\n| \u8aad\u307f\u53d6\u308a\u7d50\u679c | \u5168\u6587\u3001\u30ad\u30fc\u3068\u5024\u3001\u8868\u3068\u30bb\u30eb\u3001\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001**\u4fe1\u983c\u5ea6\u3001\u624b\u66f8\u304d\u304b\u5370\u5b57\u304b** | AWS Textract |\n| \u4e88\u7d04\u306e\u53f0\u5e33 | \u904b\u9001\u72b6\u756a\u53f7\u3001\u8377\u4e3b\u3001\u500b\u6570\u3001\u91cd\u91cf\u3001\u4e88\u7d04\u3057\u305f\u4fbf\u3001**\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e**\u3001\u4e88\u7d04\u6642\u306b\u7533\u544a\u3055\u308c\u305fUN\u756a\u53f7 | \u4e88\u7d04\u306e\u4ed5\u7d44\u307f |\n| \u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7 | \u904e\u53bb\u306b\u53d7\u8a17\u3057\u305fUN\u756a\u53f7\u3054\u3068\u306e\u3001\u6b63\u5f0f\u8f38\u9001\u54c1\u76ee\u540d\u30fb\u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u306e\u7d44\u307f\u5408\u308f\u305b | \u62c5\u5f53\u8005\u304c\u53d7\u8a17\u306e\u8a18\u9332\u304b\u3089\u4f5c\u308b\u4e00\u89a7 |\n| \u70b9\u691c\u8868\u306e\u533a\u5206 | \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u9805\u76ee\u3054\u3068\u306e\u300c\u66f8\u985e\u300d\u300c\u73fe\u7269\u300d\u300c\u5224\u65ad\u300d\u306e\u533a\u5206 | \u62c5\u5f53\u8005\u304c\u4f5c\u308b\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u3044\u3061\u3070\u3093\u4e0b\u306e2\u3064\u3067\u3059\u3002** \u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u306f\u3001**\u540c\u3058UN\u756a\u53f7\u3067\u3044\u3064\u3082\u3068\u9055\u3046\u7d44\u307f\u5408\u308f\u305b\u306b\u6c17\u3065\u304f**\u305f\u3081\u306e\u6750\u6599\u3067\u3001\u898f\u5247\u305d\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u70b9\u691c\u8868\u306e\u533a\u5206\u306f\u4e0b\u66f8\u304d\u306e\u7bc4\u56f2\u3092\u6c7a\u3081\u307e\u3059\u3002\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e13\u756a\u76ee\u300c\u5305\u88c5\u7269\u306e\u500b\u6570\u304a\u3088\u3073\u7a2e\u985e\u304c\u8a18\u5165\u3055\u308c\u3066\u3044\u308b\u304b\u300d\u306f\u66f8\u985e\u306e\u9805\u76ee\u300130\u756a\u76ee\u300c\u642c\u5165\u3055\u308c\u305f\u500b\u6570\u304a\u3088\u3073\u5bb9\u5668\u306e\u578b\u5f0f\u306f\u5371\u967a\u7269\u7533\u544a\u66f8\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u300d\u306f\u73fe\u7269\u306e\u9805\u76ee\u3067\u3001**\u540c\u3058\u300c\u500b\u6570\u300d\u3067\u3082\u5225\u306e\u9805\u76ee\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**DGD\u306f AnalyzeDocument \u30671\u30da\u30fc\u30b8\u305a\u3064\u8aad\u307f\u307e\u3059\u3002** `Document` \u306b1\u30da\u30fc\u30b8\u306b\u5206\u3051\u305fPDF\u306eS3\u306e\u5834\u6240\u3092\u6e21\u3057\u3001`FeatureTypes` \u306b `FORMS`\u3001`TABLES`\u3001`QUERIES` \u3092\u3001`QueriesConfig` \u306b\u8cea\u554f\u306e\u6587\u3068 `Alias` \u306e\u7d44\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u7d50\u679c\u306f Block \u306e\u4e00\u89a7\u3067\u8fd4\u308a\u3001\u30ad\u30fc\u3068\u5024\u306f `KEY_VALUE_SET`\u3001\u8868\u306f `TABLE` \u3068 `CELL`\u3001\u8cea\u554f\u306e\u7b54\u3048\u306f `QUERY_RESULT` \u306e Block \u3067\u3059\u3002\n\n| `Alias` | \u8cea\u554f\u306e\u6587 |\n|:--|:--|\n| `AWB_NO` | What is the air waybill number? |\n| `PAGE_NO` | What is the page number and total pages? |\n| `SHIPPER` | What is the shipper name and address? |\n| `CONSIGNEE` | What is the consignee name and address? |\n| `ORIGIN` | What is the airport of departure? |\n| `DESTINATION` | What is the airport of destination? |\n| `SIGNATORY` | What is the name of signatory and date? |\n\n**\u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u3067\u3057\u304b\u4f7f\u3048\u305a\u3001\u540c\u671f\u306e\u64cd\u4f5c\u3067\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a15\u500b\u307e\u3067**\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306e\u307e\u307e\u8fd4\u308b\u306e\u3067\u3001**\u5168\u6587\u304b\u3089\u8a72\u5f53\u306e\u8a9e\u3092\u542b\u3080\u884c\u3092\u63a2\u3057\u3001\u305d\u308c\u3067\u3082\u7121\u3051\u308c\u3070 `missing` \u306b\u3057\u307e\u3059\u3002**\n\n**\u54c1\u76ee\u306e\u6b04\u306f\u3001\u8cea\u554f\u3067\u306f\u306a\u304f\u8868\u3068\u3057\u3066\u8aad\u307f\u307e\u3059\u3002** 1\u679a\u306b\u8907\u6570\u306e\u54c1\u76ee\u304c\u4e26\u3076\u3053\u3068\u304c\u3042\u308b\u305f\u3081\u3067\u3059\u3002`CELL` \u3092 `RowIndex`\u3001`ColumnIndex` \u3067\u305f\u3069\u308a\u3001**\u5217\u306e\u898b\u51fa\u3057\uff08`COLUMN_HEADER`\uff09\u304c\u300cUN or ID No.\u300d\u300cProper Shipping Name\u300d\u300cClass or Division\u300d\u300cPacking Group\u300d\u300cPacking Inst.\u300d\u306e\u3069\u308c\u306b\u5f53\u305f\u308b\u304b**\u3067\u5024\u3092\u5206\u3051\u307e\u3059\u3002\n\n**\u5404 Block \u306e `TextType`\uff08`HANDWRITING`\uff0f`PRINTED`\uff09\u3092\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002** \u624b\u66f8\u304d\u3067\u8a02\u6b63\u3055\u308c\u305f\u5024\u306f\u3001**\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e24\u756a\u76ee\u300c\u4fee\u6b63\u307e\u305f\u306f\u5909\u66f4\u306b\u3064\u3044\u3066\u8377\u9001\u4eba\u306e\u7f72\u540d\u306f\u3042\u308b\u304b\u300d\u306b\u95a2\u308f\u308b**\u305f\u3081\u3001\u5370\u3092\u4ed8\u3051\u3066\u62c5\u5f53\u8005\u306b\u898b\u305b\u307e\u3059\u3002\u4e88\u7d04\u306e\u53f0\u5e33\u3068\u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u306f Python \u304c\u8aad\u307f\u3001\u751f\u6210AI\u306b\u306f\u6e21\u3057\u307e\u305b\u3093\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\u3002HEIC\u306a\u3069\u306e\u5199\u771f\u306f JPEG \u306b\u5909\u63db\u3057\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**\u4fdd\u8b77\u3055\u308c\u305f\u3082\u306e\u306f\u8377\u4e3b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u307f\u307e\u3059**\n3. **1\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u308b** \u2026 \u540c\u671f\u306e\u64cd\u4f5c\u306fPDF\u3068TIFF\u30671\u30da\u30fc\u30b8\u307e\u3067\u300110MB\u307e\u3067\u3067\u3059\u3002**\u30da\u30fc\u30b8\u756a\u53f7\u3092\u4ed8\u3051\u305f\u307e\u307e\u5206\u3051\u3001\u3042\u3068\u30671\u4ef6\u306b\u307e\u3068\u3081\u76f4\u3057\u307e\u3059**\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u691c\u51fa\u3067\u304d\u308b\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u306f15\u30d4\u30af\u30bb\u30eb\u3067\u3001150DPI\u30678\u30dd\u30a4\u30f3\u30c8\u306e\u6587\u5b57\u306b\u5f53\u305f\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002**\u4f4e\u3044\u89e3\u50cf\u5ea6\u306e\u30b9\u30ad\u30e3\u30f3\u306f\u53d6\u308a\u76f4\u3057\u3092\u983c\u307f\u307e\u3059**\n5. **\u653e\u5c04\u6027\u306e\u7533\u544a\u66f8\u3092\u5206\u3051\u308b** \u2026 \u300cRadioactive\u300d\u306e\u6b04\u3092\u898b\u3066\u3001\u653e\u5c04\u6027\u306e\u3082\u306e\u306f\u62c5\u5f53\u8005\u306b\u76f4\u63a5\u6e21\u3057\u307e\u3059\n6. **\u91cd\u8907\u306e\u691c\u77e5** \u2026 \u540c\u3058\u904b\u9001\u72b6\u756a\u53f7\u306eDGD\u304c\u3042\u308c\u3070\u7248\u3092\u4e0a\u3052\u3001**\u524d\u306e\u7248\u3068\u306e\u9055\u3044\u3092\u4e26\u3079\u3066\u51fa\u3057\u307e\u3059**\n\n**6\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u8a02\u6b63\u3057\u305fDGD\u306e\u9001\u308a\u76f4\u3057\u306f\u3088\u304f\u3042\u308a\u3001**\u53e4\u3044\u7248\u306e\u4e0b\u66f8\u304d\u304c\u6b8b\u308b\u3068\u3001\u76f4\u308b\u524d\u306e\u5024\u3067\u53d7\u8a17\u3092\u6c7a\u3081\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001OCR\u306e\u7d50\u679c\u304b\u3089\u5024\u3092\u539f\u6587\u306e\u307e\u307e\u53d6\u308a\u51fa\u3057\u3001\u305d\u306e\u5024\u304cDGD\u306e\u3069\u306e\u6b04\u306e\u5024\u304b\u3092\u8a18\u9332\u3059\u308b\u3053\u3068\u3067\u3059\u3002** \u7167\u5408\u3068\u3001\u898f\u5247\u306b\u7167\u3089\u3057\u305f\u5224\u65ad\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| \u904b\u9001\u72b6\u756a\u53f7\u3001\u30da\u30fc\u30b8\u756a\u53f7 | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u8377\u9001\u4eba\u3068\u8377\u53d7\u4eba | \u540d\u524d\u3068\u4f4f\u6240\u3092\u539f\u6587\u306e\u307e\u307e\u3002\u7701\u7565\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u304b\u3092\u8a18\u9332 | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u767a\u5730\u3068\u76ee\u7684\u5730 | \u7a7a\u6e2f\u540d\u304b\u90fd\u5e02\u540d\u3092\u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04 | \u300cPassenger and Cargo Aircraft\u300d\u300cCargo Aircraft Only\u300d\u306e**\u3069\u3061\u3089\u304c\u6d88\u53bb\u3055\u308c\u3066\u3044\u308b\u304b\u306f\u5224\u5b9a\u3057\u306a\u3044**\u3002\u4e21\u65b9\u306e\u6587\u5b57\u304c\u691c\u51fa\u3055\u308c\u305f\u304b\u3060\u3051\u3092\u8a18\u9332 | \u5e38\u306b `needs_visual` |\n| UN\u756a\u53f7 | \u300cUN\u300d\u300cID\u300d\u306e\u63a5\u982d\u3068\u6570\u5b57\u3092\u539f\u6587\u306e\u307e\u307e | \u6570\u5b57\u304c\u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u6b63\u5f0f\u8f38\u9001\u54c1\u76ee\u540d\u3068\u6280\u8853\u540d | \u539f\u6587\u306e\u307e\u307e\u3002\u62ec\u5f27\u306e\u6280\u8853\u540d\u3092\u5206\u3051\u308b | \u9014\u4e2d\u3067\u5207\u308c\u3066\u3044\u308c\u3070 `ambiguous` |\n| \u5206\u985e\u3068\u526f\u6b21\u5371\u967a\u6027 | \u539f\u6587\u306e\u307e\u307e\u3002\u62ec\u5f27\u306e\u526f\u6b21\u5371\u967a\u6027\u3092\u5206\u3051\u308b | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `missing` |\n| \u5305\u88c5\u7b49\u7d1a | \u539f\u6587\u306e\u307e\u307e\uff08I\uff0fII\uff0fIII\uff09 | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n| \u5305\u88c5\u7269\u306e\u500b\u6570\u3068\u7a2e\u985e\u3001\u6570\u91cf\u3068\u5358\u4f4d | \u500b\u6570\u3001\u7a2e\u985e\u306e\u8a9e\u3001\u6570\u91cf\u3001\u5358\u4f4d\u3001\u300cG\u300d\u306e\u6709\u7121\u3092\u5206\u3051\u308b | \u5358\u4f4d\u304c\u7121\u3051\u308c\u3070 `unit_unknown` |\n| \u5305\u88c5\u57fa\u6e96\u3001\u627f\u8a8d | \u539f\u6587\u306e\u307e\u307e | \u66f8\u304b\u308c\u3066\u3044\u306a\u3051\u308c\u3070 `not_stated` |\n\n**\u5305\u88c5\u7b49\u7d1a\u3068\u5305\u88c5\u57fa\u6e96\u3092 `not_stated` \u306b\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u54c1\u76ee\u306b\u3088\u3063\u3066\u66f8\u304b\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002** \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3067\u3082\u5305\u88c5\u7b49\u7d1a\u306e\u9805\u76ee\u306b\u306f\u300cN\/A\u300d\u306e\u6b04\u304c\u3042\u308a\u3001**\u4e0d\u5099\u304b\u3069\u3046\u304b\u306f\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u306f\u3001\u6d88\u53bb\u306e\u7dda\u304c\u6587\u5b57\u306e\u691c\u51fa\u306b\u5f71\u97ff\u3057\u306a\u3044\u3053\u3068\u304c\u591a\u304f\u3001\u4e21\u65b9\u306e\u6587\u5b57\u304c\u8aad\u3081\u3066\u3082\u3001\u3069\u3061\u3089\u3082\u6d88\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002** \u3053\u306e\u6b04\u306f Lambda \u304c Block \u306e\u4f4d\u7f6e\u304b\u3089\u5207\u308a\u51fa\u3057\u3001\u62c5\u5f53\u8005\u306e\u753b\u9762\u306b\u753b\u50cf\u3067\u51fa\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u304c\u6b63\u3057\u3044\u304b\u306e\u5224\u65ad | \u898f\u5247\u306b\u7167\u3089\u3057\u3066\u8cc7\u683c\u3092\u6301\u3064\u62c5\u5f53\u8005\u304c\u6c7a\u3081\u308b |\n| \u4e88\u7d04\u3068\u306e\u4e00\u81f4\u306e\u5224\u65ad | Python \u304c\u5024\u306e\u5b8c\u5168\u4e00\u81f4\u3067\u7167\u5408\u3059\u308b |\n| \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u306e\u88dc\u5b8c | UN\u756a\u53f7\u304b\u3089\u54c1\u540d\u3084\u5206\u985e\u3092\u57cb\u3081\u308b\u3068\u3001\u8a18\u8f09\u6f0f\u308c\u304c\u6d88\u3048\u308b |\n| UN\u756a\u53f7\u306e\u88dc\u6b63 | 1\u6841\u9055\u3046\u3068\u5225\u306e\u7269\u8cea\u306b\u306a\u308b |\n| \u53d7\u8a17\u3057\u3066\u3088\u3044\u304b\u306e\u7d50\u8ad6 | \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e\u5168\u9805\u76ee\u3068\u73fe\u7269\u306e\u70b9\u691c\u3092\u7d4c\u3066\u4eba\u304c\u6c7a\u3081\u308b |\n\n**3\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u8d77\u304d\u3084\u3059\u3044\u5931\u6557\u3067\u3059\u3002** \u5206\u985e\u306e\u6b04\u304c\u7a7a\u306eDGD\u3067\u3082\u3001\u751f\u6210AI\u306fUN\u756a\u53f7\u306e\u4e00\u822c\u7684\u306a\u5206\u985e\u3092\u66f8\u304d\u8db3\u3057\u304c\u3061\u3067\u3001**\u8a02\u6b63\u3092\u983c\u3080\u3079\u304d\u8a18\u8f09\u6f0f\u308c\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\u822a\u7a7a\u8ca8\u7269\u306e\u6df7\u8f09\u696d\u8005\u306e\u5371\u967a\u7269\u306e\u62c5\u5f53\u3067\u3001\u8377\u4e3b\u304b\u3089\u5c4a\u3044\u305f\n\u82f1\u6587\u306e\u5371\u967a\u7269\u7533\u544a\u66f8\uff08Shipper's Declaration for Dangerous Goods\uff09\u306e\n\u8a18\u8f09\u3092\u8a18\u9332\u3059\u308b\u7acb\u5834\u3067\u3059\u3002OCR\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\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\u9805\u76ee\u3011\nawb_no\u3001page_no\u3001shipper_raw\u3001consignee_raw\u3001origin_raw\u3001\ndestination_raw\u3001aircraft_field_texts\uff08\u691c\u51fa\u3055\u308c\u305f\u6587\u5b57\u306e\u4e00\u89a7\uff09\u3001\nlines\uff08\u914d\u5217\uff1aun_no_raw\u3001proper_shipping_name_raw\u3001technical_name_raw\u3001\n  class_raw\u3001subsidiary_risk_raw\u3001packing_group_raw\u3001\n  packages_count\u3001package_type_raw\u3001quantity\u3001quantity_unit\u3001\n  gross_flag\u3001packing_instruction_raw\u3001authorization_raw\uff09\u3001\nhandling_info_raw\u3001signatory_raw\u3001signed_date_raw\n\n\u3010status \u306e\u9078\u3073\u65b9\u3011\n- ok ............ \u5024\u304c\u8aad\u307f\u53d6\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u6b04\u306e\u5024\u3068\u3057\u3066\u89e3\u91c8\u3067\u304d\u308b\n- missing ....... \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\n- not_stated .... \u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u30fb\u627f\u8a8d\u306e\u6b04\u306b\u8a18\u8f09\u304c\u7121\u3044\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\u5024\u304c\u9014\u4e2d\u3067\u5207\u308c\u3066\u3044\u308b\n- unit_unknown .. \u6570\u91cf\u306e\u5358\u4f4d\u304c\u6c7a\u307e\u3089\u306a\u3044\n- needs_visual .. \u6d88\u53bb\u306e\u6709\u7121\u306a\u3069\u3001\u753b\u50cf\u3067\u4eba\u304c\u898b\u308b\u5fc5\u8981\u304c\u3042\u308b\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u3092\u3001\u4ed6\u306e\u6b04\u3084UN\u756a\u53f7\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u5206\u985e\u30fb\u54c1\u540d\u30fb\u5305\u88c5\u7b49\u7d1a\u3092\u4e00\u822c\u7684\u306a\u77e5\u8b58\u3067\u57cb\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- UN\u756a\u53f7\u306f\u300cUN\u300d\u300cID\u300d\u306e\u63a5\u982d\u3068\u6570\u5b57\u3092\u3001\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u306e\u307e\u307e\n  \u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\u6841\u3092\u88dc\u3063\u305f\u308a\u3001\u4f3c\u305f\u6587\u5b57\u306b\u76f4\u3057\u305f\u308a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u3068\u653e\u5c04\u6027\u306e\u6b04\u3067\u3001\u3069\u3061\u3089\u304c\u6d88\u53bb\u3055\u308c\u3066\u3044\u308b\u304b\u3092\n  \u5224\u5b9a\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002status \u306f\u5e38\u306b needs_visual \u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6570\u91cf\u306f\u3001\u6570\u5024\u3068\u5358\u4f4d\u3068\u300cG\u300d\u306e\u6709\u7121\u3092\u5206\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n  \u5358\u4f4d\u3092\u63db\u7b97\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u624b\u66f8\u304d\u306e\u5024\uff08text_type \u304c HANDWRITING\uff09\u306f\u3001\u305d\u306e\u3053\u3068\u3092\n  handwritten \u306b true \u3068\u3057\u3066\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5206\u985e\u3084\u5305\u88c5\u7b49\u7d1a\u304c\u6b63\u3057\u3044\u304b\u3001\u53d7\u8a17\u3057\u3066\u3088\u3044\u304b\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- DGD\u3067\u306a\u3044\u66f8\u985e\uff08\u5b89\u5168\u30c7\u30fc\u30bf\u30b7\u30fc\u30c8\u3001\u30a4\u30f3\u30dc\u30a4\u30b9\u3001\u822a\u7a7a\u8ca8\u7269\u904b\u9001\u72b6\u306a\u3069\uff09\n  \u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u9805\u76ee\u3092\u53d6\u308a\u51fa\u3055\u305a document_type \u306b\u7a2e\u985e\u3092\n  \u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u30da\u30fc\u30b8\u306e\u4e26\u3073\u3011{page_order}\n\u3010\u8aad\u307f\u53d6\u308a\u7d50\u679c\uff08\u30da\u30fc\u30b8\u3054\u3068\u3001TextType \u3068\u4fe1\u983c\u5ea6\u4ed8\u304d\uff09\u3011{textract_result}\n```\n\n**\u300cUN\u756a\u53f7\u304b\u3089\u88dc\u308f\u306a\u3044\u300d\u3092\u660e\u8a18\u3057\u306a\u3044\u3068\u3001\u88dc\u3044\u307e\u3059\u3002** \u751f\u6210AI\u306f\u591a\u304f\u306eUN\u756a\u53f7\u306e\u4e00\u822c\u7684\u306a\u54c1\u540d\u3084\u5206\u985e\u3092\u77e5\u3063\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002**\u57cb\u3081\u305f\u5024\u304c\u6b63\u3057\u3044\u304b\u3067\u306f\u306a\u304f\u3001\u7a7a\u6b04\u3060\u3063\u305f\u3068\u3044\u3046\u4e8b\u5b9f\u304c\u6d88\u3048\u308b\u3053\u3068\u304c\u554f\u984c\u3067\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\u3001DGD\u3054\u3068\u306b\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002**\n\n```json\n{\n  \"file\": \"\",\n  \"document_type\": \"dgd_non_radioactive\",\n  \"awb_no\": \"000-00000000\",\n  \"page_no\": \"1 of 1\",\n  \"origin_raw\": \"NRT\",\n  \"destination_raw\": \"FRA\",\n  \"aircraft_field\": { \"status\": \"needs_visual\", \"texts\": [\"PASSENGER AND CARGO AIRCRAFT\", \"CARGO AIRCRAFT ONLY\"] },\n  \"lines\": [\n    {\n      \"un_no_raw\": \"UN3481\",\n      \"proper_shipping_name_raw\": \"Lithium ion batteries packed with equipment\",\n      \"class_raw\": \"9\",\n      \"packing_group_status\": \"not_stated\",\n      \"packages_count\": 2,\n      \"quantity\": 4.2,\n      \"quantity_unit\": \"kg\",\n      \"packing_instruction_raw\": \"966\",\n      \"handwritten\": false,\n      \"items\": [ { \"item\": \"un_no\", \"status\": \"ok\", \"confidence\": 0, \"source\": \"\" } ]\n    }\n  ]\n}\n```\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001\u7167\u5408\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** Python \u304c\u5024\u306e\u5b8c\u5168\u4e00\u81f4\u3060\u3051\u3067\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002\n\n| \u5370 | \u4ed8\u3051\u308b\u6761\u4ef6 |\n|:--|:--|\n| `ok` | \u66f8\u985e\u306e\u9805\u76ee\u304c\u3059\u3079\u3066\u8aad\u307f\u53d6\u308c\u3001\u4e88\u7d04\u3068\u3082\u53d7\u8a17\u5b9f\u7e3e\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u3082\u5408\u3046 |\n| `missing` | \u904b\u9001\u72b6\u756a\u53f7\u3001\u8377\u9001\u4eba\u30fb\u8377\u53d7\u4eba\u3001UN\u756a\u53f7\u3001\u54c1\u540d\u3001\u5206\u985e\u3001\u500b\u6570\u3001\u6570\u91cf\u3001\u7f72\u540d\u8005\u306e\u3069\u308c\u304b\u304c\u7121\u3044 |\n| `booking_mismatch` | \u904b\u9001\u72b6\u756a\u53f7\u30fb\u500b\u6570\u30fbUN\u756a\u53f7\u304c\u4e88\u7d04\u3068\u9055\u3046 |\n| `pattern_differs` | \u540c\u3058UN\u756a\u53f7\u3067\u3001\u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u53d7\u8a17\u5b9f\u7e3e\u3068\u9055\u3046 |\n| `first_time` | \u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u306b\u7121\u3044UN\u756a\u53f7 |\n| `needs_human` | `unreadable`\u30fb`ambiguous`\u30fb`unit_unknown` \u306e\u9805\u76ee\u304c\u3042\u308b\u3001\u624b\u66f8\u304d\u306e\u8a02\u6b63\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u66f8\u985e\u3067\u306a\u3044 |\n\n**2\u3064\u76ee\u306f\u3001\u70b9\u691c\u8868\u306e\u4e0b\u66f8\u304d\u3092\u300c\u66f8\u985e\u300d\u306e\u9805\u76ee\u3060\u3051\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002** Python \u306f\u70b9\u691c\u8868\u306e\u533a\u5206\u3092\u5f15\u304d\u3001**\u300c\u73fe\u7269\u300d\u3068\u300c\u5224\u65ad\u300d\u306e\u9805\u76ee\u306b\u306f\u4f55\u3082\u66f8\u304b\u305a\u3001\u300cYES\u300d\u3082\u66f8\u304d\u307e\u305b\u3093\u3002** `aircraft_field` \u306f\u5e38\u306b `needs_visual` \u3067\u3001\u5207\u308a\u51fa\u3057\u305f\u753b\u50cf\u3068\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u3092\u4e26\u3079\u3066\u51fa\u3057\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 | DGD\u306e\u4fdd\u5b58\u3092\u691c\u77e5\u3057\u3066 AWS Lambda \u3092\u52d5\u304b\u3059 |\n| AWS Textract | API\u547c\u3073\u51fa\u3057\uff08\u540c\u671f\uff09 | 1\u30da\u30fc\u30b8\u305a\u3064\u3001\u30ad\u30fc\u3068\u5024\u30fb\u8868\u30fb\u8cea\u554f\u306e\u7b54\u3048\u3092\u8fd4\u3059 |\n| Claude API | API\u547c\u3073\u51fa\u3057 | \u5024\u306e\u53d6\u308a\u51fa\u3057\u3068\u3001\u6b04\u306e\u8a18\u9332 |\n| \u4e88\u7d04\u306e\u53f0\u5e33 | \u8aad\u307f\u53d6\u308a | \u904b\u9001\u72b6\u756a\u53f7\u30fb\u500b\u6570\u30fbUN\u756a\u53f7\u30fb\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u3092\u5f15\u304f |\n| \u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7 | \u8aad\u307f\u53d6\u308a | UN\u756a\u53f7\u3054\u3068\u306e\u904e\u53bb\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u5f15\u304f |\n| \u70b9\u691c\u8868 | \u4e0b\u66f8\u304d\u306e\u66f8\u304d\u8fbc\u307f | \u300c\u66f8\u985e\u300d\u306e\u9805\u76ee\u306e\u5024\u3068\u6839\u62e0\u3060\u3051\u3092\u66f8\u304f |\n| \u901a\u77e5 | \u30e1\u30fc\u30eb | \u6bce\u671d\u306e\u672a\u7740\u30fb\u8981\u78ba\u8a8d\u306e\u4e00\u89a7\u3092\u62c5\u5f53\u8005\u306b\u9001\u308b |\n\n**\u4e88\u7d04\u306e\u53f0\u5e33\u306b\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u98df\u3044\u9055\u3063\u3066\u3044\u3066\u3082\u3001**\u3069\u3061\u3089\u304c\u6b63\u3057\u3044\u304b\u306f\u8377\u4e3b\u306b\u78ba\u304b\u3081\u308b\u307e\u3067\u5206\u304b\u3089\u306a\u3044**\u305f\u3081\u3067\u3059\u3002\u822a\u7a7a\u4f1a\u793e\u3078\u306e\u901a\u77e5\u3084\u642c\u5165\u306e\u53d7\u4ed8\u306e\u4ed5\u7d44\u307f\u306b\u3082\u3064\u306a\u304c\u305a\u3001\u53d7\u8a17\u306e\u7d50\u679c\u306f\u62c5\u5f53\u8005\u304c\u6b21\u306e\u5de5\u7a0b\u306b\u6e21\u3057\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u8cc7\u683c\u3092\u6301\u3064\u62c5\u5f53\u8005\u304c\u3001\u3059\u3079\u3066\u306e\u4e0b\u66f8\u304d\u3092\u539f\u672c\u3068\u4e26\u3079\u3066\u78ba\u304b\u3081\u307e\u3059\u3002** `human_check` \u3092\u300c\u5fc5\u9808\u300d\u3068\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u304c\u62c5\u5f53\u8005\u306e\u7f72\u540d\u3067\u5b8c\u7d50\u3059\u308b\u66f8\u985e\u3060\u304b\u3089\u3067\u3059\u3002\n\n1. **`booking_mismatch` \u3068 `missing` \u3092\u6700\u521d\u306b\u7247\u4ed8\u3051\u308b** \u2026 \u642c\u5165\u306e\u524d\u306b\u8377\u4e3b\u3078\u8a02\u6b63\u3092\u983c\u3081\u308b\u304b\u3067\u3001\u4e88\u7d04\u3057\u305f\u4fbf\u306b\u9593\u306b\u5408\u3046\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\n2. **\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u3092\u753b\u50cf\u3067\u898b\u308b** \u2026 \u6d88\u53bb\u3055\u308c\u3066\u3044\u308b\u65b9\u3092\u3001\u4e88\u7d04\u3057\u305f\u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u3068\u6bd4\u3079\u307e\u3059\n3. **`pattern_differs` \u3068 `first_time` \u3092\u898f\u5247\u3067\u78ba\u304b\u3081\u308b** \u2026 \u5206\u985e\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u5305\u88c5\u57fa\u6e96\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u898f\u5247\u306b\u7167\u3089\u3057\u307e\u3059\n4. **\u624b\u66f8\u304d\u306e\u8a02\u6b63\u3092\u898b\u308b** \u2026 \u8a02\u6b63\u306e\u7b87\u6240\u306b\u8377\u9001\u4eba\u306e\u7f72\u540d\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u307e\u3059\n5. **\u66f8\u985e\u306e\u9805\u76ee\u306b\u300cYES\uff0fNO\uff0fN\/A\u300d\u3092\u4ed8\u3051\u308b** \u2026 \u62c5\u5f53\u8005\u304c\u81ea\u5206\u3067\u4ed8\u3051\u307e\u3059\n\n**3\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u5b9f\u7e3e\u306e\u4e00\u89a7\u306f\u300c\u3044\u3064\u3082\u3068\u9055\u3046\u300d\u306b\u6c17\u3065\u304f\u305f\u3081\u306e\u6750\u6599\u3067\u3001**\u6b63\u3057\u3055\u306e\u6839\u62e0\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u76ee\u6a19\u306f\u3001240\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef66\u5206\u3067\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**\u8377\u4e3b\u306b\u89e3\u9664\u3057\u305f\u3082\u306e\u3092\u983c\u3080** |\n| \u82f1\u8a9e\u4ee5\u5916\u3067\u66f8\u304b\u308c\u305f\u6b04\u304c\u3042\u308b | \u305d\u306e\u6b04\u306f `unreadable`\u3002DGD\u306f\u82f1\u8a9e\u3067\u63d0\u51fa\u3055\u308c\u308b\u3082\u306e\u306a\u306e\u3067\u3001**\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306e1\u756a\u76ee\u306b\u95a2\u308f\u308b\u3068\u3057\u3066\u62c5\u5f53\u8005\u306b\u56de\u3059** |\n| \u5199\u771f\u306e\u50be\u304d\u30fb\u5f71\u3067\u8868\u304c\u5d29\u308c\u308b | \u8868\u306e\u884c\u304c\u53d6\u308c\u306a\u3051\u308c\u3070 `needs_human`\u3002**\u53d6\u308a\u76f4\u3057\u3092\u983c\u3080** |\n| \u54c1\u76ee\u306e\u8868\u304c2\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b | \u30da\u30fc\u30b8\u756a\u53f7\u306e\u9806\u306b\u3064\u306a\u304e\u3001\u5207\u308c\u305f\u884c\u306f `ambiguous` |\n| \u4e88\u7d04\u304c\u898b\u3064\u304b\u3089\u306a\u3044 | `booking_mismatch`\u3002**\u4e88\u7d04\u306e\u53d7\u4ed8\u3068\u8377\u4e3b\u306b\u78ba\u304b\u3081\u308b** |\n| OCR\u3084\u751f\u6210AI\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001**\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059\u306e\u306f\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051** |\n\n**\u4e0a\u304b\u30892\u884c\u76ee\u306f\u3001\u8aad\u3081\u306a\u3044\u3053\u3068\u81ea\u4f53\u304c\u70b9\u691c\u306e\u6750\u6599\u306b\u306a\u308b\u4f8b\u3067\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5143\u306eDGD\u3068\u3001\u53d7\u3051\u53d6\u3063\u305f\u65e5\u6642\u3001\u9001\u308a\u5143\u3001\u30e1\u30fc\u30eb\u306e\u4ef6\u540d\u3001\u7248\u306e\u756a\u53f7\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\u539f\u6587\u3068\u3001\u9805\u76ee\u3054\u3068\u306e status\uff09\n- \u7167\u5408\u306e\u7d50\u679c\u3068\u3001**\u305d\u306e\u3068\u304d\u53c2\u7167\u3057\u305f\u4e88\u7d04\u306e\u53f0\u5e33\u306e\u5024\u3068\u3001\u53d7\u8a17\u5b9f\u7e3e\u306e\u54c1\u76ee\u306e\u4e00\u89a7\u306e\u7248**\n- \u62c5\u5f53\u8005\u304c\u4ed8\u3051\u305f\u300cYES\uff0fNO\uff0fN\/A\u300d\u3068\u3001\u4e0b\u66f8\u304d\u306e\u5024\u3092\u76f4\u3057\u305f\u7b87\u6240\n- \u8377\u4e3b\u3078\u306e\u8a02\u6b63\u306e\u4f9d\u983c\u3068\u3001\u8a02\u6b63\u3055\u308c\u305fDGD\u3068\u306e\u5bfe\u5fdc\n\n**4\u884c\u76ee\u3067\u300c\u305d\u306e\u3068\u304d\u306e\u4e88\u7d04\u306e\u5024\u300d\u3092\u6b8b\u3059\u306e\u306f\u3001\u4e88\u7d04\u304c\u5f8c\u304b\u3089\u5909\u308f\u308b\u305f\u3081\u3067\u3059\u3002** \u6b8b\u3055\u306a\u3044\u3068\u3001**\u306a\u305c\u5370\u304c\u4ed8\u3044\u305f\u306e\u304b\u3092\u5f8c\u304b\u3089\u8aac\u660e\u3067\u304d\u307e\u305b\u3093\u3002** 5\u884c\u76ee\u306f\u3001\u540c\u3058\u6b04\u304c\u6bce\u56de\u76f4\u3055\u308c\u308b\u8377\u4e3b\u306e\u66f8\u5f0f\u3092\u898b\u3064\u3051\u3001\u8cea\u554f\u306e\u6587\u3092\u8db3\u3059\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup":"1. \u5148\u6708\u306eDGD\u304b\u308930\u4ef6\u3092\u9078\u3076\uff08**\u624b\u66f8\u304d\u306e\u8a02\u6b63\u304c\u3042\u308b\u3082\u306e\u3001\u54c1\u76ee\u304c\u8907\u6570\u3042\u308b\u3082\u306e\u30012\u30da\u30fc\u30b8\u306b\u307e\u305f\u304c\u308b\u3082\u306e\u3001\u8a18\u8f09\u6f0f\u308c\u3067\u8377\u4e3b\u306b\u8a02\u6b63\u3092\u983c\u3093\u3060\u3082\u306e**\u3092\u5fc5\u305a\u5165\u308c\u308b\uff09\n2. \u624b\u5143\u306e\u751f\u6210AI\u306e\u753b\u9762\u306bDGD\u30921\u4ef6\u305a\u3064\u8cbc\u308a\u4ed8\u3051\u3001\u300c\u3053\u306e\u5371\u967a\u7269\u7533\u544a\u66f8\u304b\u3089\u3001\u904b\u9001\u72b6\u756a\u53f7\u3001\u8377\u9001\u4eba\u3001\u8377\u53d7\u4eba\u3001\u767a\u5730\u3001\u76ee\u7684\u5730\u3001\u54c1\u76ee\u3054\u3068\u306eUN\u756a\u53f7\u30fb\u6b63\u5f0f\u8f38\u9001\u54c1\u76ee\u540d\u30fb\u5206\u985e\u30fb\u526f\u6b21\u5371\u967a\u6027\u30fb\u5305\u88c5\u7b49\u7d1a\u30fb\u500b\u6570\u3068\u7a2e\u985e\u30fb\u6570\u91cf\u3068\u5358\u4f4d\u30fb\u5305\u88c5\u57fa\u6e96\u3092\u3001\u66f8\u304b\u308c\u305f\u3068\u304a\u308a\u306b\u8868\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u5024\u306f\u300e\u8a18\u8f09\u306a\u3057\u300f\u3068\u3057\u3001UN\u756a\u53f7\u304b\u3089\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3068\u6307\u793a\u3059\u308b\n3. \u51fa\u3066\u304d\u305f\u8868\u3092\u3001\u5f53\u6642\u306e\u70b9\u691c\u8868\u3068\u3001\u8377\u4e3b\u306b\u8a02\u6b63\u3092\u983c\u3093\u3060\u8a18\u9332\u3068\u898b\u6bd4\u3079\u308b\n\n**30\u4ef6\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** **\u8a18\u8f09\u6f0f\u308c\u304c\u300c\u8a18\u8f09\u306a\u3057\u300d\u3068\u3057\u3066\u6b8b\u308b\u304b**\u3092\u3001\u4ed5\u7d44\u307f\u3092\u7d44\u3080\u524d\u306b\u78ba\u304b\u3081\u307e\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u5f53\u6642\u306e\u70b9\u691c\u8868\u3068\u540c\u3058\u5024\u3068\u8a18\u8f09\u6f0f\u308c\u304c\u51fa\u305f | **OCR\u306eAPI\u3068\u7167\u5408\u306e\u51e6\u7406\u306b\u9032\u3080** |\n| \u7a7a\u6b04\u306e\u5206\u985e\u3084\u54c1\u540d\u3092UN\u756a\u53f7\u304b\u3089\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| \u624b\u66f8\u304d\u306e\u8a02\u6b63\u3084\u5c0f\u3055\u306a\u6587\u5b57\u304c\u8aad\u3081\u306a\u3044\u4ef6\u304c\u591a\u3044 | **\u30b9\u30ad\u30e3\u30f3\u306e\u89e3\u50cf\u5ea6\u3068\u3001\u8377\u4e3b\u304b\u3089\u53d7\u3051\u53d6\u308b\u5f62\u5f0f\u304c\u5148** |","minimal_setup_short":"DGD\u3092\u624b\u3067AI\u306e\u753b\u9762\u306b\u8cbc\u308a\u3001\u9805\u76ee\u3092\u8868\u306b\u3055\u305b\u308b \uff0f 1\u4ef6\u3054\u3068\u306e\u5024\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\u4e88\u7d04\u306e\u53f0\u5e33\u30fb\u53d7\u8a17\u5b9f\u7e3e\u3068\u7167\u5408\u3057\u3001\u70b9\u691c\u8868\u306e\u66f8\u985e\u306e\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u3059\u308b \uff0f \u8aad\u307f\u53d6\u308a\u3001\u8ee2\u8a18\u3001\u7167\u5408\u3001\u672a\u7740\u306eDGD\u306e\u6d17\u3044\u51fa\u3057","full_setup":"\u4e0a\u8a18\uff0b\u822a\u7a7a\u8ca8\u7269\u904b\u9001\u72b6\u306e\u53d6\u308a\u6271\u3044\u6ce8\u610f\u306e\u6b04\u3082\u8aad\u307f\u3001DGD\u3068\u306e\u5bfe\u5fdc\u307e\u3067\u7167\u5408\u3059\u308b \uff0f \u66f8\u985e\u4e00\u5f0f\u306e\u7167\u5408","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u534a\u81ea\u52d5\u5316\u3067\u3059\u3002** \u8aad\u307f\u53d6\u308a\u3068\u70b9\u691c\u8868\u306e\u4e0b\u66f8\u304d\u3068\u4e88\u7d04\u3068\u306e\u7167\u5408\u304c\u81ea\u52d5\u306b\u306a\u308a\u3001\u62c5\u5f53\u8005\u306f\u4e0b\u66f8\u304d\u3068\u539f\u672c\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u3001\u5370\u3092\u4ed8\u3051\u307e\u3059\u3002**1\u4ef615\u5206\u304c6\u5206\u306b\u306a\u308b\u306e\u306f\u3053\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u672c\u683c\u69cb\u6210\u3067\u8db3\u3059\u306e\u306f\u3001\u822a\u7a7a\u8ca8\u7269\u904b\u9001\u72b6\u3067\u3059\u3002** \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306b\u306f\u3001\u904b\u9001\u72b6\u306e\u53d6\u308a\u6271\u3044\u6ce8\u610f\u306e\u6b04\u306b\u300cDangerous Goods as per associated Shipper's Declaration\u300d\u306a\u3069\u306e\u6587\u8a00\u304c\u3042\u308b\u304b\u3001\u9069\u7528\u3055\u308c\u308b\u5834\u5408\u306b\u300cCargo Aircraft Only\u300d\u306e\u6587\u8a00\u304c\u3042\u308b\u304b\u3092\u78ba\u304b\u3081\u308b\u9805\u76ee\u304c\u3042\u308a\u307e\u3059\u3002**DGD\u3068\u904b\u9001\u72b6\u3092\u4e26\u3079\u3066\u8aad\u3081\u3070\u3001\u3053\u306e\u9805\u76ee\u3082\u4e0b\u66f8\u304d\u3067\u304d\u307e\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u3067**`pattern_differs` \u306e\u591a\u3044\u8377\u4e3b\u3068\u3001\u4e0b\u66f8\u304d\u304c\u6bce\u56de\u76f4\u3055\u308c\u308b\u66f8\u5f0f**\u3092\u5148\u306b\u77e5\u308a\u3001\u4e00\u89a7\u3068\u8cea\u554f\u306e\u6587\u3092\u6574\u3048\u3066\u304b\u3089\u904b\u9001\u72b6\u306b\u9032\u307f\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u7a7a\u6b04\u306e\u5206\u985e\u3084\u54c1\u540d\u304cUN\u756a\u53f7\u304b\u3089\u88dc\u308f\u308c\u308b | **\u88dc\u5b8c\u3092\u7981\u3058\u3001`missing` \u3067\u8a18\u9332\u3059\u308b** |\n| \u73fe\u7269\u306e\u70b9\u691c\u306e\u9805\u76ee\u307e\u3067\u4e0b\u66f8\u304d\u3055\u308c\u308b | \u70b9\u691c\u8868\u306e\u533a\u5206\u3092\u5f15\u304d\u3001\u300c\u66f8\u985e\u300d\u306e\u9805\u76ee\u3060\u3051\u306b\u66f8\u304f |\n| \u822a\u7a7a\u6a5f\u306e\u7a2e\u985e\u306e\u6b04\u306e\u6d88\u53bb\u3092\u8aad\u307f\u9055\u3048\u308b | **AI\u306b\u5224\u5b9a\u3055\u305b\u305a\u3001\u6b04\u3092\u5207\u308a\u51fa\u3057\u3066\u753b\u50cf\u3067\u4eba\u306b\u898b\u305b\u308b** |\n| UN\u756a\u53f7\u306e1\u6841\u9055\u3044\u3092\u4e00\u81f4\u3068\u3057\u3066\u6271\u3046 | \u7167\u5408\u306f Python \u3067\u5024\u306e\u5b8c\u5168\u4e00\u81f4\u3060\u3051\u306b\u3059\u308b |\n| \u53d7\u8a17\u5b9f\u7e3e\u3068\u540c\u3058\u306a\u3089\u6b63\u3057\u3044\u3068\u601d\u3044\u8fbc\u3080 | \u5b9f\u7e3e\u306e\u4e00\u89a7\u306f\u300c\u3044\u3064\u3082\u3068\u9055\u3046\u300d\u306e\u6750\u6599\u3068\u660e\u8a18\u3057\u3001\u898f\u5247\u306e\u78ba\u8a8d\u3092\u6b8b\u3059 |\n| \u540c\u671f\u306e\u64cd\u4f5c\u306b\u8907\u6570\u30da\u30fc\u30b8\u306ePDF\u3092\u6e21\u3057\u3066\u5931\u6557\u3059\u308b | **1\u30da\u30fc\u30b8\u305a\u3064\u306b\u5206\u3051\u3066\u304b\u3089\u8aad\u3080** |\n| \u8a02\u6b63\u7248\u306eDGD\u304c\u5c4a\u3044\u3066\u3082\u53e4\u3044\u4e0b\u66f8\u304d\u304c\u6b8b\u308b | \u904b\u9001\u72b6\u756a\u53f7\u3067\u7248\u3092\u4e0a\u3052\u3001\u524d\u306e\u7248\u3068\u306e\u9055\u3044\u3092\u51fa\u3059 |\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\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u66f8\u304b\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u305b\u308b\u8aa4\u308a\u3067\u3001**\u70b9\u691c\u8868\u306b\u5024\u304c\u305d\u308d\u3063\u3066\u898b\u3048\u308b\u307b\u3069\u3001\u62c5\u5f53\u8005\u306f\u539f\u672c\u3092\u898b\u306a\u304f\u306a\u308a\u307e\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u8377\u9001\u4eba\u3068\u8377\u53d7\u4eba\u306e\u540d\u524d\u3068\u4f4f\u6240\u3001\u7dca\u6025\u6642\u306e\u9023\u7d61\u5148\u3001\u54c1\u76ee\u306e\u540d\u524d\u3068\u6570\u91cf\u3001\u904b\u9001\u72b6\u756a\u53f7\u3001\u4e88\u7d04\u3057\u305f\u4fbf\u3067\u3059\u3002**\u500b\u4eba\u306e\u60c5\u5831\u306f\u308f\u305a\u304b\u3067\u3059\u304c\u3001\u8377\u4e3b\u306e\u8f38\u51fa\u5148\u3068\u53d6\u5f15\u306e\u5185\u5bb9\u306f\u5916\u306b\u51fa\u305b\u306a\u3044\u60c5\u5831\u3067\u3059\u3002**\n\n1. **\u53d7\u8a17\u306e\u5224\u65ad\u3092\u4eba\u306b\u6b8b\u3059** \u2026 \u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u306f\u3001\u5168\u9805\u76ee\u304c\u78ba\u304b\u3081\u3089\u308c\u308b\u524d\u306b\u53d7\u8a17\u3082\u62d2\u5426\u3082\u3057\u3066\u306f\u306a\u3089\u305a\u3001\u4e00\u3064\u3067\u3082\u300cNO\u300d\u304c\u3042\u308c\u3070\u53d7\u8a17\u3057\u3066\u306f\u306a\u3089\u306a\u3044\u3068\u3057\u3066\u3044\u307e\u3059\u3002**\u3053\u306e\u69cb\u6210\u304c\u51fa\u3059\u306e\u306f\u66f8\u985e\u306e\u9805\u76ee\u306e\u4e0b\u66f8\u304d\u3067\u3001\u53d7\u8a17\u306e\u5224\u65ad\u3067\u306f\u3042\u308a\u307e\u305b\u3093**\n2. **\u4e0b\u66f8\u304d\u306e\u7bc4\u56f2\u3092\u66f8\u985e\u306e\u9805\u76ee\u306b\u9650\u308b** \u2026 \u73fe\u7269\u306e\u70b9\u691c\u306e\u9805\u76ee\u3092\u4e0b\u66f8\u304d\u3057\u306a\u3044\u3053\u3068\u3092\u3001**\u70b9\u691c\u8868\u306e\u533a\u5206\u3068\u3001\u4e0b\u66f8\u304d\u3092\u66f8\u304f\u51e6\u7406\u306e\u4e21\u65b9\u3067**\u5b88\u308a\u307e\u3059\n3. **\u5916\u90e8\u3078\u6e21\u3059\u7bc4\u56f2\u3092\u3001\u8aad\u307f\u53d6\u308a\u306b\u5fc5\u8981\u306a\u3082\u306e\u306b\u9650\u308b** \u2026 \u751f\u6210AI\u306b\u6e21\u3059\u306e\u306fDGD\u306e\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3060\u3051\u3067\u3059\u3002**\u4e88\u7d04\u306e\u53f0\u5e33\u3001\u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u3001\u4ed6\u306e\u8377\u4e3b\u306e\u60c5\u5831\u306f\u6e21\u3057\u307e\u305b\u3093**\n4. **\u8377\u4e3b\u3078\u306e\u9023\u7d61\u3092\u81ea\u52d5\u3067\u9001\u3089\u306a\u3044** \u2026 \u8a02\u6b63\u306e\u4f9d\u983c\u306f\u3001**\u62c5\u5f53\u8005\u304c\u539f\u672c\u3092\u898b\u3066\u78ba\u304b\u3081\u3066\u304b\u3089**\u9001\u308a\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u8a18\u8f09\u6f0f\u308c\u3092\u898b\u843d\u3068\u3057\u3066\u53d7\u8a17\u306b\u9032\u3080\u3053\u3068\u3067\u3059\u3002** 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API\u3001Python \u306e\u7167\u5408\u3092\u3064\u306a\u304e\u3001\u70b9\u691c\u8868\u306e\u66f8\u985e\u306e\u9805\u76ee\u306b\u4e0b\u66f8\u304d\u3092\u66f8\u304f\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u3001\u4ef6\u6570\u306e\u591a\u30443\u793e\u306e\u8377\u4e3b\u306eDGD\u3060\u3051\u3092\u5bfe\u8c61\u306b\u3057\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5bfe\u8c61\u3092\u5168\u8377\u4e3b\u306b\u5e83\u3052\u3001`booking_mismatch` \u3068 `pattern_differs` \u306e\u4ef6\u6570\u3092\u6bce\u9031\u6570\u3048\u3066\u3001\u53d7\u8a17\u5b9f\u7e3e\u306e\u4e00\u89a7\u3068\u8cea\u554f\u306e\u6587\u3092\u76f4\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 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| [IATA: \u5371\u967a\u7269\u53d7\u8a17\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\uff08\u975e\u653e\u5c04\u6027\u7269\u8cea\uff09](https:\/\/www.iata.org\/contentassets\/b08040a138dc4442a4f066e6fb99fe2a\/jp_form_nonrad.pdf) | 2026-10-08 |\n| 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