{"id":14872,"date":"2026-10-08T14:08:47","date_gmt":"2026-10-08T05:08:47","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/duplicate-applicant-search\/"},"modified":"2026-10-08T14:08:47","modified_gmt":"2026-10-08T05:08:47","slug":"duplicate-applicant-search","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/duplicate-applicant-search\/","title":{"rendered":"\u65b0\u3057\u3044\u5fdc\u52df\u304c\u5c4a\u3044\u305f\u3068\u304d\u306b\u3001\u904e\u53bb\u306e\u5fdc\u52df\u8005\u3068\u9078\u8003\u306e\u8a18\u9332\u3092\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u7d4c\u6b74\u3067\u63a2\u3057\u3001\u91cd\u8907\u5fdc\u52df\u3068\u904e\u53bb\u306e\u9078\u8003\u7d50\u679c\u3092\u63a1\u7528\u62c5\u5f53\u306b\u793a\u3059"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u65b0\u3057\u3044\u5fdc\u52df\u304c\u5c4a\u304f\u305f\u3073\u306b\u3001\u904e\u53bb\u306e\u5fdc\u52df\u8005\u3068\u9078\u8003\u306e\u8a18\u9332\u304b\u3089\u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u7d4c\u6b74\u3067\u7167\u3089\u3057\u3001\u91cd\u8907\u5fdc\u52df\u304b\u518d\u5fdc\u52df\u304b\u3068\u3001\u904e\u53bb\u306e\u9078\u8003\u306e\u7d4c\u7def\u3092\u6839\u62e0\u306e\u8a18\u9332\u4ed8\u304d\u3067\u63a1\u7528\u62c5\u5f53\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-0952","platform_main":"OpenSearch","publish_date":"","last_updated":"2026-10-08","tech_verified_date":"2026-10-08","trigger":"**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5fdc\u52df\u304c\u767b\u9332\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** 1\u4ef6\u305a\u3064\u5c4a\u3044\u305f\u9806\u306b\u691c\u7d22\u3057\u3001**\u5fdc\u52df\u306e\u753b\u9762\u306b\u5019\u88dc\u3092\u51fa\u3057\u3066\u304b\u3089\u62c5\u5f53\u304c\u958b\u304f**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u304c\u958b\u3044\u305f\u6642\u70b9\u3067\u5019\u88dc\u304c\u51fa\u3066\u3044\u306a\u3044\u3068\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u624b\u3067\u691c\u7d22\u3057\u59cb\u3081\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u8a18\u9332\u306e\u7d22\u5f15\u306f\u3001\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u66f4\u65b0\u3057\u307e\u3059\u3002** \u5f53\u65e5\u306e\u5fdc\u52df\u540c\u58eb\u306e\u91cd\u8907\uff08\u540c\u3058\u65e5\u306b2\u3064\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u304b\u3089\u5fdc\u52df\u3057\u305f\u4eba\uff09\u306f\u6bce\u6669\u306e\u66f4\u65b0\u3092\u5f85\u3066\u306a\u3044\u306e\u3067\u3001**\u5f53\u65e5\u306e\u5fdc\u52df\u3060\u3051\u3092\u5165\u308c\u308b\u5c0f\u3055\u306a\u7d22\u5f15\u3092\u5225\u306b\u6301\u3061\u3001\u5fdc\u52df\u306e\u305f\u3073\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002** \u691c\u7d22\u306f2\u3064\u306e\u7d22\u5f15\u306b\u540c\u6642\u306b\u304b\u3051\u307e\u3059\u3002","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u65b0\u3057\u3044\u5fdc\u52df | \u6c0f\u540d\uff08\u6f22\u5b57\u30fb\u30ab\u30ca\uff09\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u96fb\u8a71\u756a\u53f7\u3001\u751f\u5e74\u6708\u65e5\u3001\u4f4f\u6240\u306e\u5e02\u533a\u753a\u6751\u3001\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u3001\u5fdc\u52df\u7d4c\u8def | \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u7d22\u5f15 | \u540c\u3058\u9805\u76ee\u3068\u3001\u5fdc\u52df\u306e\u756a\u53f7\u3001\u5fdc\u52df\u65e5 | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 |\n| \u904e\u53bb\u306e\u9078\u8003\u306e\u8a18\u9332 | \u6bb5\u968e\uff08\u5fdc\u52df\u30fb\u9762\u8ac7\u30fb\u767b\u9332\u30fb\u5c31\u696d\u30fb\u5c31\u696d\u7d42\u4e86\uff09\u3001\u7d50\u679c\u306e\u533a\u5206\u3001\u65e5\u4ed8\u3001\u62c5\u5f53\u306e\u652f\u5e97 | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 |\n| \u8868\u8a18\u306e\u5bfe\u5fdc\u8868 | \u7570\u4f53\u5b57\u306e\u5bfe\u5fdc\uff08\u9f4b\u30fb\u6589\u30fb\u658e\u306a\u3069\uff09\u3001\u3088\u304f\u3042\u308b\u8aad\u307f\u306e\u63fa\u308c | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u7d22\u5f15\u306b\u5165\u308c\u306a\u3044\u3082\u306e\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002** \u9762\u8ac7\u306e\u81ea\u7531\u8a18\u8ff0\u306e\u30e1\u30e2\u3001\u5c31\u696d\u5148\u304b\u3089\u306e\u8a55\u4fa1\u306e\u6587\u7ae0\u3001\u5065\u5eb7\u3084\u5bb6\u65cf\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u306f\u5165\u308c\u307e\u305b\u3093\u3002**\u9078\u8003\u306e\u7d4c\u7def\u306f\u300c\u6bb5\u968e\u300d\u300c\u7d50\u679c\u306e\u533a\u5206\u300d\u300c\u65e5\u4ed8\u300d\u300c\u652f\u5e97\u300d\u306e4\u3064\u3067\u8db3\u308a\u307e\u3059\u3002** \u7406\u7531\u3092\u77e5\u308b\u5fc5\u8981\u304c\u3042\u308c\u3070\u3001\u62c5\u5f53\u304c\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u5143\u306e\u8a18\u9332\u3092\u958b\u304d\u307e\u3059\u3002\n\n**\u8868\u8a18\u306e\u5bfe\u5fdc\u8868\u306f\u3001\u6700\u521d\u306f\u5c0f\u3055\u304f\u59cb\u3081\u307e\u3059\u3002** \u691c\u7d22\u306b\u5f53\u305f\u3089\u306a\u304b\u3063\u305f\u306e\u306b\u540c\u3058\u4eba\u3060\u3063\u305f\u4f8b\u304c\u51fa\u308b\u305f\u3073\u306b\u3001**\u305d\u306e\u63fa\u308c\u30921\u884c\u305a\u3064\u8db3\u3057\u307e\u3059\u3002**","data_source":"**\u691c\u7d22\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea1\u672c\u3067\u884c\u3044\u307e\u3059\u3002** \u4e2d\u306b\u5165\u308c\u308b5\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u554f\u3044\u5408\u308f\u305b | \u5bfe\u8c61\u306e\u9805\u76ee | \u4f55\u3092\u62fe\u3046\u304b |\n|:--|:--|:--|\n| `term` | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\uff08\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u305f\u3082\u306e\uff09 | \u30a2\u30c9\u30ec\u30b9\u304c\u540c\u3058\u4eba |\n| `term` | \u96fb\u8a71\u756a\u53f7\uff08\u6570\u5b57\u3060\u3051\u306b\u305d\u308d\u3048\u305f\u3082\u306e\uff09 | \u96fb\u8a71\u756a\u53f7\u304c\u540c\u3058\u4eba |\n| `fuzzy` | \u30ab\u30ca\u6c0f\u540d\uff08\u5168\u89d2\u30ab\u30bf\u30ab\u30ca\u30fb\u7a7a\u767d\u306a\u3057\uff09 | 1\u301c2\u6587\u5b57\u306e\u6253\u3061\u9593\u9055\u3044\u3001\u8aad\u307f\u306e\u63fa\u308c |\n| `match` | \u6f22\u5b57\u6c0f\u540d\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\u3092\u304b\u3051\u305f\u3082\u306e\uff09 | \u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u306e\u4e00\u81f4\u3001\u7570\u4f53\u5b57 |\n| `match` | \u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u3068\u5b66\u6821 | \u7d4c\u6b74\u306e\u91cd\u306a\u308a |\n\n**\u3042\u3044\u307e\u3044\u691c\u7d22\u306f\u30011\u6587\u5b57\u306e\u7f6e\u304d\u63db\u3048\u30fb\u633f\u5165\u30fb\u524a\u9664\u30fb\u96a3\u308a\u5408\u30462\u6587\u5b57\u306e\u5165\u308c\u66ff\u3048\u30921\u56de\u306e\u7de8\u96c6\u3068\u3057\u3066\u6570\u3048\u307e\u3059\u3002** \u65e2\u5b9a\u306e `AUTO` \u3067\u306f\u30012\u6587\u5b57\u307e\u3067\u306f\u5b8c\u5168\u4e00\u81f4\u30013\u301c5\u6587\u5b57\u306f1\u56de\u30016\u6587\u5b57\u4ee5\u4e0a\u306f2\u56de\u307e\u3067\u8a31\u3057\u307e\u3059\u3002**\u30ab\u30ca\u6c0f\u540d\u306f6\u6587\u5b57\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u30012\u56de\u306e\u63fa\u308c\u307e\u3067\u62fe\u3044\u307e\u3059\u3002** \u5225\u4eba\u307e\u3067\u5f53\u305f\u308a\u3059\u304e\u308b\u5834\u5408\u306f\u3001`prefix_length` \u3067\u5148\u982d\u306e\u6587\u5b57\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n**\u96fb\u8a71\u756a\u53f7\u3084\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e\u4e00\u81f4\u3060\u3051\u3067\u8fd4\u308b\u5019\u88dc\u306f\u30011\u4ef6\u3060\u3051\u306e\u3053\u3068\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002** \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u306e\u6700\u5c0f\u6700\u5927\u306e\u65b9\u5f0f\u3067\u306f\u3001**\u554f\u3044\u5408\u308f\u305b\u306e\u7d50\u679c\u304c1\u4ef6\u3060\u3051\u306a\u3089\u3001\u305d\u306e\u6587\u66f8\u306f1.0\u306b\u306a\u308a\u307e\u3059\u3002** \u70b9\u6570\u304c\u9ad8\u3044\u3053\u3068\u306f\u300c\u4e00\u81f4\u306e\u6839\u62e0\u304c\u5f37\u3044\u300d\u3053\u3068\u3068\u540c\u3058\u3067\u306f\u306a\u3044\u306e\u3067\u3001**\u533a\u5206\u306f\u70b9\u6570\u3067\u306f\u306a\u304f\u3001\u6b21\u306e\u7167\u5408\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n**`filter` \u3067\u3001\u7d22\u5f15\u306e\u4fdd\u5b58\u671f\u9593\u3092\u904e\u304e\u305f\u8a18\u9332\u3092\u9664\u304d\u307e\u3059\u3002** \u30d5\u30a3\u30eb\u30bf\u30fc\u306f5\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u3059\u3079\u3066\u306b\u304b\u304b\u308a\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u8981\u6c42\u306f\u3001\u304a\u304a\u3080\u306d\u6b21\u306e\u5f62\u306b\u306a\u308a\u307e\u3059\u3002** \u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u540d\u524d\u3092\u4ed8\u3051\u3066\u547c\u3073\u3001\u6b63\u898f\u5316\u306e\u65b9\u5f0f\u3068\u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u91cd\u307f\u306f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n```json\nPOST \/applicants,applicants_today\/_search?search_pipeline=dup-pipeline\n{\n  \"size\": 10,\n  \"query\": {\n    \"hybrid\": {\n      \"queries\": [\n        { \"term\":  { \"email_norm\": \"taro.sato@example.com\" } },\n        { \"term\":  { \"phone_norm\": \"09012345678\" } },\n        { \"fuzzy\": { \"kana_norm\": { \"value\": \"\u30b5\u30c8\u30a6\u30bf\u30ed\u30a6\", \"fuzziness\": \"AUTO\" } } },\n        { \"match\": { \"kanji_name\": \"\u4f50\u85e4 \u592a\u90ce\" } },\n        { \"match\": { \"career_text\": \"\u682a\u5f0f\u4f1a\u793e\u3007\u3007\u7269\u6d41 \u3007\u3007\u9ad8\u7b49\u5b66\u6821\" } }\n      ],\n      \"filter\": { \"range\": { \"retention_until\": { \"gte\": \"now\/d\" } } }\n    }\n  }\n}\n```\n\n**\u91cd\u307f\u306f\u3001\u9023\u7d61\u5148\u306e2\u3064\u3092\u9ad8\u304f\u3001\u7d4c\u6b74\u3092\u4f4e\u304f\u7f6e\u304d\u307e\u3059\u3002** \u7d4c\u6b74\u306e\u6587\u5b57\u306e\u4e00\u81f4\u306f\u3001\u540c\u3058\u5730\u57df\u306e\u540c\u3058\u4f1a\u793e\u306b\u52e4\u3081\u3066\u3044\u305f\u5225\u4eba\u3092\u591a\u304f\u62fe\u3046\u305f\u3081\u3067\u3059\u3002**\u91cd\u307f\u3092\u5909\u3048\u3066\u3082\u533a\u5206\u306e\u898f\u5247\u306f\u5909\u308f\u3089\u306a\u3044\u306e\u3067\u3001**\u753b\u9762\u306b\u4e26\u3076\u9806\u3060\u3051\u3092\u898b\u306a\u304c\u3089\u8abf\u6574\u3067\u304d\u307e\u3059\u3002","preprocessing":"1. **\u6587\u5b57\u306e\u5e45\u3068\u5f62\u3092\u305d\u308d\u3048\u308b** \u2026 \u534a\u89d2\u30ab\u30ca\u3092\u5168\u89d2\u306b\u3001\u5168\u89d2\u82f1\u6570\u3092\u534a\u89d2\u306b\u3001\u4e92\u63db\u306e\u6587\u5b57\u3092\u6b63\u898f\u5316\u3057\u307e\u3059\n2. **\u30ab\u30ca\u6c0f\u540d\u3092\u305d\u308d\u3048\u308b** \u2026 \u3072\u3089\u304c\u306a\u3092\u30ab\u30bf\u30ab\u30ca\u306b\u3001\u7a7a\u767d\u3068\u4e2d\u9ed2\u3092\u9664\u304d\u307e\u3059\u3002**\u8aad\u307f\u304c\u7121\u3044\u6c42\u4eba\u30b5\u30a4\u30c8\u306e\u5fdc\u52df\u306f\u3001\u30ab\u30ca\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5916\u3057\u307e\u3059**\n3. **\u6f22\u5b57\u6c0f\u540d\u3092\u305d\u308d\u3048\u308b** \u2026 \u8868\u8a18\u306e\u5bfe\u5fdc\u8868\u3067\u7570\u4f53\u5b57\u3092\u4ee3\u8868\u306e\u5b57\u306b\u5bc4\u305b\u305f\u5024\u3092\u3001\u5143\u306e\u5024\u3068\u5225\u306b\u6301\u305f\u305b\u307e\u3059\n4. **\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u524d\u5f8c\u306e\u7a7a\u767d\u3092\u9664\u304d\u3001\u5c0f\u6587\u5b57\u306b\u3057\u307e\u3059\n5. **\u96fb\u8a71\u756a\u53f7\u3092\u305d\u308d\u3048\u308b** \u2026 \u30cf\u30a4\u30d5\u30f3\u30fb\u7a7a\u767d\u30fb\u62ec\u5f27\u3092\u9664\u304d\u3001\u56fd\u756a\u53f7\u306e\u4ed8\u3044\u305f\u756a\u53f7\u3092\u56fd\u5185\u306e\u5f62\u306b\u76f4\u3057\u307e\u3059\n6. **\u751f\u5e74\u6708\u65e5\u3092\u305d\u308d\u3048\u308b** \u2026 \u897f\u66a6\u306e\u5e74\u6708\u65e5\u306e\u5f62\u306b\u3057\u307e\u3059\u3002**\u7121\u3044\u5fdc\u52df\u306f\u3001\u7167\u5408\u306e\u9805\u76ee\u304b\u3089\u5916\u3057\u307e\u3059**\n7. **\u30ab\u30ca\u306e\u8aad\u307f\u306e\u63fa\u308c\u3092\u5bc4\u305b\u308b** \u2026 \u300c\u30c2\u300d\u3068\u300c\u30b8\u300d\u3001\u300c\u30c5\u300d\u3068\u300c\u30ba\u300d\u3001\u300c\u30f4\u300d\u3068\u300c\u30d6\u300d\u3001\u9577\u97f3\u306e\u6709\u7121\u3092\u3001\u8868\u8a18\u306e\u5bfe\u5fdc\u8868\u3067\u5bc4\u305b\u305f\u5024\u3092\u5225\u306b\u6301\u305f\u305b\u307e\u3059\n8. **\u7d4c\u6b74\u306e\u6587\u5b57\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u300c\uff08\u682a\uff09\u300d\u306e\u4f4d\u7f6e\u3068\u6709\u7121\u3092\u9664\u304d\u3001\u4f1a\u793e\u540d\u3068\u5b66\u6821\u540d\u3060\u3051\u3092\u4e26\u3079\u307e\u3059\n\n**7\u756a\u76ee\u3092\u8db3\u3059\u306e\u306f\u3001\u3042\u3044\u307e\u3044\u691c\u7d22\u306e\u63fa\u308c\u306e\u56de\u6570\u3092\u7bc0\u7d04\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u30c2\u300d\u3068\u300c\u30b8\u300d\u306e\u9055\u3044\u30821\u56de\u306e\u7de8\u96c6\u306b\u6570\u3048\u3089\u308c\u308b\u306e\u3067\u3001**\u8aad\u307f\u306e\u63fa\u308c\u304c2\u304b\u6240\u3042\u308b\u6c0f\u540d\u306f\u3001\u6253\u3061\u9593\u9055\u3044\u304c1\u3064\u52a0\u308f\u308b\u3060\u3051\u3067\u5f53\u305f\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u6c7a\u307e\u3063\u305f\u63fa\u308c\u306f\u5148\u306b\u5bc4\u305b\u3001\u3042\u3044\u307e\u3044\u691c\u7d22\u306f\u672c\u5f53\u306e\u6253\u3061\u9593\u9055\u3044\u306b\u6b8b\u3057\u307e\u3059\u3002\n\n**\u5143\u306e\u5024\u306f\u3001\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002** \u305d\u308d\u3048\u305f\u5024\u306f\u691c\u7d22\u3068\u7167\u5408\u306e\u305f\u3081\u306e\u3082\u306e\u3067\u3001**\u63a1\u7528\u62c5\u5f53\u306e\u753b\u9762\u306b\u306f\u5143\u306e\u5024\u3092\u4e26\u3079\u307e\u3059\u3002** \u300c\u9f4b\u85e4\u300d\u3092\u300c\u6589\u85e4\u300d\u306b\u5bc4\u305b\u305f\u7d50\u679c\u3060\u3051\u3092\u898b\u305b\u308b\u3068\u3001\u5225\u306e\u4eba\u3068\u540c\u3058\u8868\u8a18\u306b\u898b\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002","ai_processing":"**\u691c\u7d22\u3068\u533a\u5206\u306f\u6a5f\u68b0\u304c\u884c\u3044\u307e\u3059\u3002AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u5019\u88dc\u3054\u3068\u306b\u300c\u4f55\u304c\u540c\u3058\u3067\u4f55\u304c\u9055\u3046\u304b\u300d\u3068\u300c\u904e\u53bb\u306b\u3069\u3046\u306a\u3063\u305f\u304b\u300d\u3092\u3001\u8a18\u9332\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u77ed\u304f\u66f8\u304f\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u66f8\u304f\u3053\u3068 | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u4e00\u81f4\u3059\u308b\u70b9 | \u3069\u306e\u9805\u76ee\u304c\u3001\u3069\u306e\u5024\u3067\u4e00\u81f4\u3057\u305f\u304b | \u7167\u5408\u306e\u7d50\u679c |\n| \u9055\u3046\u70b9 | \u59d3\u3060\u3051\u304c\u9055\u3046\u3001\u96fb\u8a71\u756a\u53f7\u304c\u9055\u3046\u3001\u306a\u3069 | \u7167\u5408\u306e\u7d50\u679c |\n| \u9055\u3044\u306e\u8aad\u307f\u65b9\u306e\u5019\u88dc | \u59d3\u306e\u5909\u66f4\u306e\u53ef\u80fd\u6027\u3001\u6253\u3061\u9593\u9055\u3044\u306e\u53ef\u80fd\u6027 | **\u300c\u53ef\u80fd\u6027\u300d\u3068\u3060\u3051\u66f8\u304f** |\n| \u904e\u53bb\u306e\u7d4c\u7def | \u6bb5\u968e\u30fb\u7d50\u679c\u306e\u533a\u5206\u30fb\u65e5\u4ed8\u30fb\u652f\u5e97\u3092\u6642\u7cfb\u5217\u3067 | \u9078\u8003\u306e\u8a18\u9332\u306e\u756a\u53f7 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u533a\u5206\u306f\u898f\u5247\u3001\u6700\u7d42\u306e\u5224\u65ad\u306f\u4eba |\n| \u904e\u53bb\u306e\u7d50\u679c\u306e\u8a55\u4fa1 | \u300c\u4ee5\u524d\u306b\u8f9e\u9000\u3057\u305f\u306e\u3067\u898b\u8fbc\u307f\u304c\u4f4e\u3044\u300d\u306a\u3069\u3092\u66f8\u304b\u305b\u306a\u3044 |\n| \u6e21\u3057\u3066\u3044\u306a\u3044\u8a18\u9332\u3078\u306e\u8a00\u53ca | \u7d22\u5f15\u306b\u5165\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044 |\n| \u8a18\u9332\u3092\u3064\u306a\u3050\u64cd\u4f5c | \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306f\u4eba\u304c\u64cd\u4f5c\u3059\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7981\u6b62\u3067\u3059\u3002** \u904e\u53bb\u306b\u9762\u8ac7\u3092\u8f9e\u9000\u3057\u305f\u4eba\u3092\u300c\u610f\u6b32\u304c\u4f4e\u3044\u300d\u3068\u66f8\u3051\u3070\u3001**\u4eca\u56de\u306e\u5fdc\u52df\u304c\u305d\u306e\u8a00\u8449\u3067\u8aad\u307e\u308c\u307e\u3059\u3002** \u66f8\u304f\u306e\u306f\u4e8b\u5b9f\u306e\u6642\u7cfb\u5217\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n**\u305d\u308c\u3067\u3082AI\u306b\u66f8\u304b\u305b\u308b\u306e\u306f\u3001\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306e\u8aad\u307f\u6bd4\u3079\u304c\u91cd\u3044\u304b\u3089\u3067\u3059\u3002** \u540c\u59d3\u540c\u540d\u306e\u5019\u88dc\u304c3\u4ef6\u4e26\u3076\u3068\u3001\u62c5\u5f53\u306f\u9805\u76ee\u306e\u8868\u30923\u3064\u898b\u6bd4\u3079\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u300c\u3053\u306e\u5019\u88dc\u306f\u96fb\u8a71\u756a\u53f7\u3068\u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4\u3057\u3001\u59d3\u3060\u3051\u304c\u9055\u3046\u300d\u30681\u884c\u3067\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001**\u3069\u306e\u5019\u88dc\u304b\u3089\u958b\u3051\u3070\u3088\u3044\u304b\u304c\u3059\u3050\u5206\u304b\u308a\u307e\u3059\u3002\u904e\u53bb\u306e\u7d4c\u7def\u3082\u3001\u6bb5\u968e\u3054\u3068\u306e\u8a18\u9332\u3092\u6642\u7cfb\u5217\u306e\u6570\u884c\u306b\u307e\u3068\u3081\u308b\u3060\u3051\u3067\u3001\u8aad\u3080\u6642\u9593\u304c\u5909\u308f\u308a\u307e\u3059\u3002","prompt_example":"```\n\u3042\u306a\u305f\u306f\u4eba\u6750\u6d3e\u9063\u4f1a\u793e\u306e\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u3067\u3001\u65b0\u3057\u3044\u5fdc\u52df\u3068\u3001\n\u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u5019\u88dc\u3092\u898b\u6bd4\u3079\u308b\u6750\u6599\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001\u65b0\u3057\u3044\u5fdc\u52df\u306e\u9805\u76ee\u3001\u5019\u88dc\u3054\u3068\u306e\u9805\u76ee\u3068\u7167\u5408\u306e\u7d50\u679c\u3001\n\u5019\u88dc\u3054\u3068\u306e\u904e\u53bb\u306e\u9078\u8003\u306e\u8a18\u9332\u3067\u3059\u3002\n\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304f\u3053\u3068\u3011\n1. \u5019\u88dc\u3054\u3068\u306b\u3001\u4e00\u81f4\u3057\u305f\u9805\u76ee\u3068\u5024\n2. \u5019\u88dc\u3054\u3068\u306b\u3001\u9055\u3046\u9805\u76ee\u3068\u5024\n3. \u9055\u3044\u306b\u3064\u3044\u3066\u8003\u3048\u3089\u308c\u308b\u4e8b\u60c5\u3092\u3001\u300c\u53ef\u80fd\u6027\u300d\u3068\u3057\u30661\u3064\u307e\u3067\n   \uff08\u59d3\u306e\u5909\u66f4\u3001\u6253\u3061\u9593\u9055\u3044\u3001\u9023\u7d61\u5148\u306e\u5909\u66f4\uff09\n4. \u904e\u53bb\u306e\u9078\u8003\u306e\u7d4c\u7def\u3092\u3001\u65e5\u4ed8\u306e\u53e4\u3044\u9806\u306b\u3001\u6bb5\u968e\u30fb\u7d50\u679c\u306e\u533a\u5206\u30fb\u652f\u5e97\u3067\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u540c\u3058\u4eba\u3067\u3042\u308b\u3001\u5225\u306e\u4eba\u3067\u3042\u308b\u3001\u3068\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u7d50\u679c\u304b\u3089\u3001\u5fdc\u52df\u8005\u306e\u610f\u6b32\u30fb\u4eba\u67c4\u30fb\u9069\u6027\u3092\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8f9e\u9000\u3057\u305f\u300d\u300c\u5c31\u696d\u3092\u7d42\u3048\u305f\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6e21\u3057\u3066\u3044\u306a\u3044\u60c5\u5831\uff08\u7406\u7531\u3001\u8a55\u4fa1\u3001\u30e1\u30e2\uff09\u3092\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u7def\u306e\u5404\u884c\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u3001\u5bb6\u65cf\u3001\u5065\u5eb7\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u304c\u7121\u3044\u5834\u5408\u306f\u3001\u300c\u5019\u88dc\u306a\u3057\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u65b0\u3057\u3044\u5fdc\u52df\u3011{new_application}\n\u3010\u5019\u88dc\u3068\u7167\u5408\u306e\u7d50\u679c\u3011{candidates}\n\u3010\u5019\u88dc\u3054\u3068\u306e\u9078\u8003\u306e\u8a18\u9332\u3011{history}\n```\n\n**\u300c\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u7d4c\u7def\u306e\u5f8c\u308d\u306b\u4e00\u8a00\u306e\u898b\u7acb\u3066\u3092\u4ed8\u3051\u307e\u3059\u3002** \u300c\u8f9e\u9000\u304c2\u56de\u3042\u308a\u3001\u9023\u7d61\u304c\u3064\u304d\u306b\u304f\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u300d\u306e\u3088\u3046\u306a\u6587\u3067\u3059\u3002**\u305d\u306e\u4e00\u6587\u306f\u8a18\u9332\u306e\u3069\u3053\u306b\u3082\u7121\u304f\u3001AI\u304c\u4f5c\u3063\u305f\u8a55\u4fa1\u3067\u3059\u3002**\n\n**\u300c\u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u2026\u306b\u89e6\u308c\u306a\u3044\u300d\u306f\u3001\u751f\u5e74\u6708\u65e5\u3092\u7167\u5408\u306b\u4f7f\u3063\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002** \u7167\u5408\u306e\u6750\u6599\u306b\u751f\u5e74\u6708\u65e5\u304c\u3042\u308b\u3068\u3001\u8981\u7d04\u306e\u4e2d\u3067\u5e74\u9f62\u306b\u8a00\u3044\u63db\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002","output_data":"**\u533a\u5206\u3068\u7167\u5408\u306e\u7d50\u679c\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4f5c\u308a\u3001AI\u306e\u51fa\u529b\u306f\u305d\u306e\u96a3\u306b\u4e26\u3079\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"application_id\": \"\",\n  \"candidates\": [\n    {\n      \"candidate_id\": \"\",\n      \"class\": \"same_contact | likely_same | possible | no_match\",\n      \"matched\": [ { \"field\": \"\", \"value\": \"\" } ],\n      \"differed\": [ { \"field\": \"\", \"new\": \"\", \"past\": \"\" } ],\n      \"possible_reason\": \"\",\n      \"history\": [\n        { \"date\": \"\", \"stage\": \"\", \"result\": \"\", \"branch\": \"\", \"record_id\": \"\" }\n      ]\n    }\n  ]\n}\n```\n\n**`class` \u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5165\u308c\u3001AI\u306b\u306f\u66f8\u304d\u63db\u3048\u3055\u305b\u307e\u305b\u3093\u3002** \u533a\u5206\u306e\u898f\u5247\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u533a\u5206 | \u898f\u5247 |\n|:--|:--|\n| `same_contact` | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u304b\u96fb\u8a71\u756a\u53f7\u304c\u4e00\u81f4\u3057\u3001\u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4\u3059\u308b\u304b\u3001\u3069\u3061\u3089\u304b\u306b\u7121\u3044 |\n| `likely_same` | \u9023\u7d61\u5148\u306f\u9055\u3046\u304c\u3001\u30ab\u30ca\u6c0f\u540d\uff08\u63fa\u308c2\u56de\u4ee5\u5185\uff09\u3068\u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4\u3059\u308b\u3002\u307e\u305f\u306f\u3001\u59d3\u3060\u3051\u304c\u9055\u3044\u3001\u540d\u3068\u751f\u5e74\u6708\u65e5\u3068\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u304c\u4e00\u81f4\u3059\u308b |\n| `possible` | \u30ab\u30ca\u6c0f\u540d\u304b\u6f22\u5b57\u6c0f\u540d\u304c\u8fd1\u304f\u3001\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u304b\u5b66\u6821\u304c\u4e00\u81f4\u3059\u308b |\n| `no_match` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`history` \u306e `record_id` \u306f\u3001Python \u304c\u6e21\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u3068\u7167\u3089\u3057\u307e\u3059\u3002** \u6e21\u3057\u3066\u3044\u306a\u3044\u756a\u53f7\u3084\u3001\u65e5\u4ed8\u304c\u8a18\u9332\u3068\u9055\u3046\u884c\u304c\u3042\u308c\u3070\u3001**\u305d\u306e\u5019\u88dc\u306e\u8981\u7d04\u3092\u51fa\u3055\u305a\u306b\u7167\u5408\u306e\u7d50\u679c\u3060\u3051\u3092\u898b\u305b\u307e\u3059\u3002**\n\n**\u5fdc\u52df\u306e\u753b\u9762\u306b\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u4e26\u3079\u307e\u3059\u3002**\n\n```\n\u3010\u5019\u88dc1\u3011likely_same\n  \u4e00\u81f4\uff1a\u30ab\u30ca\u306e\u540d\uff08\u30cf\u30ca\u30b3\uff09\uff0f\u6f22\u5b57\u306e\u540d\uff08\u82b1\u5b50\uff09\uff0f\u751f\u5e74\u6708\u65e5\uff0f\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\n  \u9055\u3044\uff1a\u59d3\uff08\u904e\u53bb\uff1a\u4f50\u85e4 \u2192 \u4eca\u56de\uff1a\u7530\u4e2d\uff09\uff0f\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\uff0f\u96fb\u8a71\u756a\u53f7\n  \u53ef\u80fd\u6027\uff1a\u59d3\u306e\u5909\u66f4\n  \u7d4c\u7def\uff1a2023-04-10 \u5fdc\u52df\uff08\u6e0b\u8c37\u652f\u5e97\uff09R-208811\n        2023-04-14 \u9762\u8ac7\u30fb\u767b\u9332\uff08\u6e0b\u8c37\u652f\u5e97\uff09R-208940\n        2023-05-01\u301c2024-03-31 \u5c31\u696d\u30fb\u5c31\u696d\u7d42\u4e86\uff08\u6e0b\u8c37\u652f\u5e97\uff09R-209377\n\u3010\u5019\u88dc2\u3011possible\n  \u4e00\u81f4\uff1a\u30ab\u30ca\u6c0f\u540d\uff08\u63fa\u308c1\u56de\uff09\n  \u9055\u3044\uff1a\u751f\u5e74\u6708\u65e5\uff0f\u9023\u7d61\u5148\uff0f\u7d4c\u6b74\n```\n\n**\u7406\u7531\u306e1\u3064\u76ee\u306f\u3001\u533a\u5206\u306e\u898f\u5247\u3092\u5f8c\u304b\u3089\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u898f\u5247\u3092\u5909\u3048\u3066\u3082\u3001**AI\u306e\u51fa\u529b\u3092\u3084\u308a\u76f4\u3055\u305a\u306b\u533a\u5206\u3060\u3051\u3092\u4ed8\u3051\u76f4\u305b\u307e\u3059\u3002** 2\u3064\u76ee\u306f\u3001**\u753b\u9762\u306e\u4e26\u3073\u3092\u533a\u5206\u306e\u9806\u306b\u56fa\u5b9a\u3067\u304d\u308b**\u3053\u3068\u3067\u3059\u3002","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u5fdc\u52df\u306e\u767b\u9332\u306e\u901a\u77e5\u3068\u3001\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 | \u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u4f5c\u308a |\n| Amazon OpenSearch Service | \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\uff08\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u4ed8\u304d\uff09 | \u5019\u88dc\u306e\u691c\u7d22 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u4e00\u81f4\u70b9\u30fb\u76f8\u9055\u70b9\u30fb\u7d4c\u7def\u306e\u8981\u7d04 |\n| \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u5fdc\u52df\u306e\u753b\u9762 | \u5019\u88dc\u306e\u8868\u793a | **\u8a18\u9332\u3092\u3064\u306a\u3050\u306e\u306f\u4eba** |\n\n**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u753b\u9762\u306b\u5019\u88dc\u3092\u51fa\u3059\u307e\u3067\u3067\u3001**\u8a18\u9332\u3092\u3064\u306a\u3050\u64cd\u4f5c\u3001\u652f\u5e97\u3078\u306e\u9023\u7d61\u3001\u9762\u8ac7\u306e\u6848\u5185\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**","human_review":"1. **`same_contact` \u306f\u5143\u306e\u5024\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u308b** \u2026 \u5bb6\u65cf\u3067\u540c\u3058\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3084\u96fb\u8a71\u756a\u53f7\u3092\u4f7f\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5\u306e\u4e00\u81f4\u307e\u3067\u898b\u307e\u3059**\n2. **`likely_same` \u306f\u9055\u3046\u70b9\u3092\u8aad\u3080** \u2026 \u59d3\u3060\u3051\u304c\u9055\u3046\u3001\u9023\u7d61\u5148\u304c\u5909\u308f\u3063\u305f\u3001\u306e\u3069\u3061\u3089\u304b\u304c\u591a\u304f\u3042\u308a\u307e\u3059\n3. **\u540c\u3058\u4eba\u3068\u6c7a\u3081\u305f\u3089\u3001\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u8a18\u9332\u3092\u3064\u306a\u3050** \u2026 \u3069\u306e\u5019\u88dc\u3068\u3064\u306a\u3044\u3060\u304b\u3092\u8a18\u9332\u3057\u307e\u3059\n4. **\u904e\u53bb\u306e\u62c5\u5f53\u306e\u652f\u5e97\u306b\u77e5\u3089\u305b\u308b\u304b\u3092\u6c7a\u3081\u308b** \u2026 \u5c31\u696d\u4e2d\u30fb\u5c31\u696d\u3092\u7d42\u3048\u305f\u3070\u304b\u308a\u306e\u4eba\u306a\u3089\u3001\u305d\u306e\u652f\u5e97\u306b\u77e5\u3089\u305b\u307e\u3059\n5. **`possible` \u306f\u3001\u6c17\u306b\u306a\u308b\u3068\u304d\u3060\u3051\u958b\u304f** \u2026 \u540c\u59d3\u540c\u540d\u306e\u5225\u4eba\u304c\u591a\u304f\u542b\u307e\u308c\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u304c\u540c\u3058\u3067\u3082\u3001**\u5bb6\u65cf\u306e\u5225\u306e\u4eba\u306e\u5fdc\u52df**\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5\u307e\u3067\u4e00\u81f4\u3057\u3066\u521d\u3081\u3066\u3001\u540c\u3058\u4eba\u306e\u5019\u88dc\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n**4\u756a\u76ee\u3067\u77e5\u3089\u305b\u308b\u5148\u3092\u652f\u5e97\u306b\u9650\u308b\u306e\u306f\u3001\u7d4c\u7def\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u304c\u652f\u5e97\u3060\u304b\u3089\u3067\u3059\u3002** \u767b\u9332\u30bb\u30f3\u30bf\u30fc\u304b\u3089\u5fdc\u52df\u8005\u306b\u300c\u4ee5\u524d\u3053\u3046\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3057\u305f\u306d\u300d\u3068\u5207\u308a\u51fa\u3059\u306e\u3067\u306f\u306a\u304f\u3001**\u904e\u53bb\u306e\u62c5\u5f53\u304c\u7d4c\u7def\u3092\u8e0f\u307e\u3048\u3066\u9023\u7d61\u3059\u308b\u304b\u3001\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u304c\u521d\u3081\u3066\u306e\u5fdc\u52df\u8005\u3068\u540c\u3058\u3088\u3046\u306b\u6848\u5185\u3059\u308b\u304b\u3092\u3001\u652f\u5e97\u3068\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** `no_match` \u306e\u5fdc\u52df\u306f\u5019\u88dc\u304c\u7121\u3044\u3053\u3068\u3092\u78ba\u304b\u3081\u308b\u3060\u3051\u3067\u3001\u6642\u9593\u306f `same_contact` \u3068 `likely_same` \u306e\u78ba\u8a8d\u306b\u304b\u304b\u308a\u307e\u3059\u3002","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30ab\u30ca\u6c0f\u540d\u304c\u7121\u3044\u5fdc\u52df | \u30ab\u30ca\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5916\u3057\u3001\u6f22\u5b57\u6c0f\u540d\u3068\u9023\u7d61\u5148\u3067\u63a2\u3059 |\n| \u5916\u56fd\u7c4d\u306e\u5fdc\u52df\u8005\u3067\u30ed\u30fc\u30de\u5b57\u306e\u6c0f\u540d | \u30ed\u30fc\u30de\u5b57\u306e\u6c0f\u540d\u306e\u9805\u76ee\u3092\u5225\u306b\u6301\u3061\u3001\u3042\u3044\u307e\u3044\u691c\u7d22\u3092\u304b\u3051\u308b |\n| \u540c\u3058\u65e5\u306b2\u3064\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u304b\u3089\u5fdc\u52df | \u5f53\u65e5\u306e\u7d22\u5f15\u3067\u5f53\u3066\u308b\u3002**\u9762\u8ac7\u306e\u6848\u5185\u306f1\u3064\u306e\u652f\u5e97\u306b\u307e\u3068\u3081\u308b** |\n| \u5019\u88dc\u304c\u591a\u3059\u304e\u308b\uff08\u540c\u59d3\u540c\u540d\uff09 | `possible` \u306f\u4e0a\u4f4d5\u4ef6\u307e\u3067\u306b\u3057\u3001\u751f\u5e74\u6708\u65e5\u306e\u4e00\u81f4\u3092\u512a\u5148\u3059\u308b |\n| \u751f\u5e74\u6708\u65e5\u304c\u7121\u3044 | `same_contact` \u3068 `likely_same` \u306e\u898f\u5247\u304b\u3089\u751f\u5e74\u6708\u65e5\u3092\u5916\u3057\u3001**\u4eba\u304c\u78ba\u304b\u3081\u308b\u5370\u3092\u4ed8\u3051\u308b** |\n| \u4fdd\u5b58\u671f\u9593\u3092\u904e\u304e\u305f\u8a18\u9332\u304c\u7d22\u5f15\u306b\u6b8b\u308b | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u6d88\u3059\u3002`filter` \u3067\u3082\u9664\u304f |\n| \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u5fdc\u52df\u306e\u753b\u9762\u306b\u300c\u5019\u88dc\u306e\u691c\u7d22\u304c\u672a\u5b9f\u65bd\u300d\u3068\u51fa\u3059\u3002**\u624b\u3067\u691c\u7d22\u3059\u308b** |\n| \u904e\u53bb\u306e\u8a18\u9332\u3069\u3046\u3057\u304c\u3059\u3067\u306b\u91cd\u8907\u3057\u3066\u3044\u308b | \u5019\u88dc\u306b\u540c\u3058\u4eba\u306e\u8a18\u9332\u304c2\u4ef6\u4e26\u3076\u3002**\u3064\u306a\u3050\u306e\u306f\u4eca\u56de\u306e\u5fdc\u52df\u30681\u4ef6\u3060\u3051\u306b\u3057\u3001\u904e\u53bb\u306e2\u4ef6\u306e\u6574\u7406\u306f\u5225\u306e\u4f5c\u696d\u306b\u56de\u3059** |\n| \u5fdc\u52df\u8005\u672c\u4eba\u304b\u3089\u904e\u53bb\u306e\u8a18\u9332\u306e\u524a\u9664\u3092\u6c42\u3081\u3089\u308c\u3066\u3044\u308b | \u524a\u9664\u306e\u624b\u7d9a\u304d\u4e2d\u306e\u8a18\u9332\u306f\u7d22\u5f15\u304b\u3089\u5148\u306b\u5916\u3059 |\n\n**3\u884c\u76ee\u306f\u3001\u5fdc\u52df\u8005\u304b\u3089\u898b\u3066\u6700\u3082\u4e0d\u5feb\u306a\u5f62\u3067\u3059\u3002** \u540c\u3058\u4eba\u306b2\u3064\u306e\u652f\u5e97\u304b\u3089\u96fb\u8a71\u304c\u6765\u308b\u3068\u3001**\u3069\u3061\u3089\u306e\u9023\u7d61\u306b\u3082\u51fa\u3066\u3082\u3089\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u5f53\u65e5\u306e\u7d22\u5f15\u3092\u4f5c\u308b\u306e\u306f\u3001\u3053\u306e1\u884c\u306e\u305f\u3081\u3067\u3059\u3002\n\n**7\u884c\u76ee\u3067\u300c\u672a\u5b9f\u65bd\u300d\u3068\u51fa\u3059\u306e\u306f\u3001\u300c\u5019\u88dc\u306a\u3057\u300d\u3068\u533a\u5225\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u691c\u7d22\u304c\u6b62\u307e\u3063\u3066\u3044\u305f\u306e\u306b\u5019\u88dc\u306a\u3057\u3068\u898b\u3048\u308b\u3068\u3001**\u91cd\u8907\u3092\u898b\u9003\u3057\u305f\u307e\u307e\u9762\u8ac7\u3092\u6848\u5185\u3057\u307e\u3059\u3002**","log_storage":"- \u5fdc\u52df\u306e\u756a\u53f7\u3068\u3001\u691c\u7d22\u306b\u304b\u3051\u305f\u305d\u308d\u3048\u305f\u5024\n- \u691c\u7d22\u3067\u8fd4\u3063\u305f\u5019\u88dc\u3068\u70b9\u6570\u3001\u7167\u5408\u306e\u7d50\u679c\u3068\u533a\u5206\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u8a18\u9332\u306e\u756a\u53f7\u306e\u7167\u5408\u306e\u7d50\u679c\n- **\u4eba\u304c\u540c\u3058\u4eba\u3068\u6c7a\u3081\u305f\u8a18\u9332**\uff08\u3069\u306e\u5019\u88dc\u3068\u3064\u306a\u3044\u3060\u304b\uff09\u3068\u3001\u5225\u4eba\u3068\u6c7a\u3081\u305f\u8a18\u9332\n- \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u304b\u3063\u305f\u5fdc\u52df\u306e\u4e00\u89a7\n\n**\u533a\u5206\u3054\u3068\u306b\u3001\u4eba\u304c\u540c\u3058\u4eba\u3068\u6c7a\u3081\u305f\u5272\u5408\u3092\u6bce\u6708\u6570\u3048\u307e\u3059\u3002** `same_contact` \u3067\u5225\u4eba\u304c\u591a\u3051\u308c\u3070\u5bb6\u65cf\u306e\u9023\u7d61\u5148\u306e\u5171\u6709\u3001`likely_same` \u3067\u5225\u4eba\u304c\u591a\u3051\u308c\u3070\u898f\u5247\u304c\u7de9\u3059\u304e\u308b\u3001\u3068\u3044\u3046\u898b\u5f53\u304c\u3064\u304d\u307e\u3059\u3002**\u898f\u5247\u3092\u76f4\u3059\u304b\u3069\u3046\u304b\u306f\u3001\u3053\u306e\u5272\u5408\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u5225\u4eba\u3068\u6c7a\u3081\u305f\u8a18\u9332\u3082\u6b8b\u3059\u306e\u306f\u3001\u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u304c\u7e70\u308a\u8fd4\u3057\u5019\u88dc\u306b\u51fa\u308b\u305f\u3081\u3067\u3059\u3002** \u4e00\u5ea6\u5225\u4eba\u3068\u6c7a\u3081\u305f2\u4eba\u306f\u3001**\u6b21\u306e\u5fdc\u52df\u3067\u5019\u88dc\u306e\u9806\u3092\u4e0b\u3052\u308b**\u306e\u306b\u4f7f\u3048\u307e\u3059\u3002\u30ed\u30b0\u81ea\u4f53\u3082\u500b\u4eba\u60c5\u5831\u306a\u306e\u3067\u3001**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3068\u540c\u3058\u4fdd\u5b58\u671f\u9593\u3067\u6d88\u3057\u307e\u3059\u3002**","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u5927","cost_level_label":"RAG\u30fb\u500b\u5225\u958b\u767a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":8,"assumption_frequency":1200,"assumption_workdays":20,"volume_month":1200,"before_minutes_per_case":5,"after_minutes_per_case":2,"hourly_cost":2800,"before_hours_month":100,"after_hours_month":40,"saved_hours_month":60,"reduction_rate":60,"saved_hours_year":720,"annual_cost_effect":2016000,"summary":"\u65b0\u3057\u3044\u5fdc\u52df\u304c\u5c4a\u304f\u305f\u3073\u306b\u3001\u904e\u53bb\u306e\u5fdc\u52df\u8005\u3068\u9078\u8003\u306e\u8a18\u9332\u304b\u3089\u540c\u3058\u4eba\u306e\u5019\u88dc\u3092\u63a2\u3057\u307e\u3059\u3002\u6c0f\u540d\u306e\u8868\u8a18\u3086\u308c\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u7d4c\u6b74\u3067\u7167\u3089\u3057\u3001\u91cd\u8907\u5fdc\u52df\u304b\u518d\u5fdc\u52df\u304b\u3068\u3001\u904e\u53bb\u306e\u9078\u8003\u306e\u7d4c\u7def\u3092\u6839\u62e0\u306e\u8a18\u9332\u4ed8\u304d\u3067\u63a1\u7528\u62c5\u5f53\u306b\u793a\u3057\u307e\u3059\u3002","before_flow":"1. \u5fdc\u52df\u304c\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5165\u308b\u3068\u3001\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u306e\u62c5\u5f53\u304c\u5fdc\u52df\u3092\u958b\u304f\n2. \u6c0f\u540d\u306e\u6f22\u5b57\u3067\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3092\u691c\u7d22\u3057\u3001\u5f53\u305f\u3089\u306a\u3051\u308c\u3070\u30ab\u30bf\u30ab\u30ca\u3001\u65e7\u59d3\u3089\u3057\u3044\u3082\u306e\u3001\u59d3\u3060\u3051\u3067\u691c\u7d22\u3057\u76f4\u3059\n3. \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3068\u96fb\u8a71\u756a\u53f7\u3067\u691c\u7d22\u3059\u308b\n4. \u5f53\u305f\u3063\u305f\u8a18\u9332\u3092\u958b\u304d\u3001\u540c\u3058\u4eba\u304b\u3092\u751f\u5e74\u6708\u65e5\u30fb\u4f4f\u6240\u306e\u5e02\u533a\u753a\u6751\u30fb\u7d4c\u6b74\u3067\u898b\u6bd4\u3079\u308b\n5. \u540c\u3058\u4eba\u306a\u3089\u3001\u904e\u53bb\u306e\u6bb5\u968e\u3068\u7d50\u679c\u3001\u62c5\u5f53\u306e\u652f\u5e97\u3092\u8aad\u3080\n6. \u91cd\u8907\u306e\u5370\u3092\u4ed8\u3051\u3001\u904e\u53bb\u306b\u62c5\u5f53\u3057\u305f\u652f\u5e97\u306b\u9023\u7d61\u3059\u308b\u304b\u3001\u65b0\u3057\u3044\u5fdc\u52df\u3068\u3057\u3066\u9762\u8ac7\u3092\u6848\u5185\u3059\u308b\n\n**\uff08a\uff09\u8868\u8a18\u3086\u308c\u3067\u898b\u3064\u304b\u3089\u306a\u3044\u3002** \u300c\u9f4b\u85e4\u300d\u3068\u300c\u6589\u85e4\u300d\u3001\u300c\uff80\uff85\uff76\u300d\u3068\u300c\u30bf\u30ca\u30ab\u300d\u3001\u59d3\u3068\u540d\u306e\u9593\u306e\u7a7a\u767d\u306e\u6709\u7121\u3067\u3001**\u691c\u7d22\u306b\u5f53\u305f\u3089\u306a\u3044\u8a18\u9332\u304c\u3042\u308a\u307e\u3059\u3002** \u62c5\u5f53\u3054\u3068\u306b\u691c\u7d22\u306e\u3057\u76f4\u3057\u65b9\u304c\u9055\u3044\u3001\u898b\u3064\u3051\u3089\u308c\u308b\u304b\u304c\u4eba\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002\n\n**\uff08b\uff09\u540c\u3058\u4eba\u306b\u4e8c\u91cd\u306b\u9023\u7d61\u3059\u308b\u3002** \u540c\u3058\u4eba\u304c2\u3064\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u304b\u3089\u540c\u3058\u65e5\u306b\u5fdc\u52df\u3059\u308b\u3068\u3001**2\u3064\u306e\u652f\u5e97\u304b\u3089\u5225\u3005\u306b\u9762\u8ac7\u306e\u6848\u5185\u304c\u5c4a\u304d\u307e\u3059\u3002** \u5fdc\u52df\u8005\u304b\u3089\u306f\u3001\u540c\u3058\u4f1a\u793e\u304b\u3089\u4f55\u5ea6\u3082\u96fb\u8a71\u304c\u6765\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002\n\n**\uff08c\uff09\u904e\u53bb\u306e\u7d4c\u7def\u3092\u77e5\u3089\u305a\u306b\u9023\u7d61\u3059\u308b\u3002** \u4ee5\u524d\u306b\u5c31\u696d\u3057\u3066\u3044\u305f\u4eba\u306b\u3001\u521d\u3081\u3066\u306e\u5fdc\u52df\u8005\u3068\u540c\u3058\u8aac\u660e\u306e\u96fb\u8a71\u3092\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002**\u904e\u53bb\u306e\u62c5\u5f53\u306e\u652f\u5e97\u304c\u7d4c\u7def\u3092\u77e5\u3063\u3066\u3044\u3066\u3082\u3001\u53d7\u4ed8\u306e\u6bb5\u968e\u3067\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u305b\u3093\u3002**\n\n**\uff08d\uff09\u691c\u7d22\u306e\u6642\u9593\u304c\u8db3\u308a\u306a\u3044\u3002** 1\u4ef6\u3054\u3068\u306b\u691c\u7d22\u3092\u4f55\u5ea6\u3082\u3084\u308a\u76f4\u3059\u3068\u3001**\u5fdc\u52df\u306e\u591a\u3044\u6708\u66dc\u3068\u6708\u521d\u306b\u53d7\u4ed8\u304c\u8ffd\u3044\u3064\u304b\u305a\u3001\u6700\u521d\u306e\u9023\u7d61\u304c\u7fcc\u65e5\u306b\u56de\u308a\u307e\u3059\u3002** \u5fdc\u52df\u306e\u76f4\u5f8c\u306b\u9023\u7d61\u304c\u3064\u304f\u304b\u3069\u3046\u304b\u306f\u3001\u9762\u8ac7\u306b\u6765\u3066\u3082\u3089\u3048\u308b\u304b\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002","before_flow_steps":["\u5fdc\u52df\u304c\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5165\u308b\u3068\u3001\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u306e\u62c5\u5f53\u304c\u5fdc\u52df\u3092\u958b\u304f","\u6c0f\u540d\u306e\u6f22\u5b57\u3067\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3092\u691c\u7d22\u3057\u3001\u5f53\u305f\u3089\u306a\u3051\u308c\u3070\u30ab\u30bf\u30ab\u30ca\u3001\u65e7\u59d3\u3089\u3057\u3044\u3082\u306e\u3001\u59d3\u3060\u3051\u3067\u691c\u7d22\u3057\u76f4\u3059","\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3068\u96fb\u8a71\u756a\u53f7\u3067\u691c\u7d22\u3059\u308b","\u5f53\u305f\u3063\u305f\u8a18\u9332\u3092\u958b\u304d\u3001\u540c\u3058\u4eba\u304b\u3092\u751f\u5e74\u6708\u65e5\u30fb\u4f4f\u6240\u306e\u5e02\u533a\u753a\u6751\u30fb\u7d4c\u6b74\u3067\u898b\u6bd4\u3079\u308b","\u540c\u3058\u4eba\u306a\u3089\u3001\u904e\u53bb\u306e\u6bb5\u968e\u3068\u7d50\u679c\u3001\u62c5\u5f53\u306e\u652f\u5e97\u3092\u8aad\u3080","\u91cd\u8907\u306e\u5370\u3092\u4ed8\u3051\u3001\u904e\u53bb\u306b\u62c5\u5f53\u3057\u305f\u652f\u5e97\u306b\u9023\u7d61\u3059\u308b\u304b\u3001\u65b0\u3057\u3044\u5fdc\u52df\u3068\u3057\u3066\u9762\u8ac7\u3092\u6848\u5185\u3059\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u5fdc\u52df\u304c\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5165\u308b\u3068\u3001\u6c0f\u540d\u30fb\u30ab\u30ca\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u7d4c\u6b74\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\n2. **\u3010\u81ea\u52d5\u3011** \u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u7d22\u5f15\u3092\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u306e\u4e00\u81f4\u3001\u6c0f\u540d\u306e\u3042\u3044\u307e\u3044\u691c\u7d22\u3001\u7d4c\u6b74\u306e\u6587\u5b57\u306e\u4e00\u81f4\u3092\u7d44\u307f\u5408\u308f\u305b\u30661\u56de\u3067\u691c\u7d22\u3059\u308b\n3. **\u3010\u81ea\u52d5\u3011** \u4e0a\u4f4d\u306e\u5019\u88dc\u306b\u3064\u3044\u3066\u3001\u9805\u76ee\u3054\u3068\u306b\u4e00\u81f4\u30fb\u4e0d\u4e00\u81f4\u3092\u898f\u5247\u3067\u7167\u3089\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067 `same_contact` \uff0f `likely_same` \uff0f `possible` \uff0f `no_match` \u3092\u4ed8\u3051\u308b\n5. **\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3054\u3068\u306e\u4e00\u81f4\u3059\u308b\u70b9\u3068\u9055\u3046\u70b9\u3001\u904e\u53bb\u306e\u9078\u8003\u306e\u7d4c\u7def\u3092\u3001\u6839\u62e0\u306e\u8a18\u9332\u306e\u756a\u53f7\u4ed8\u304d\u3067\u77ed\u304f\u307e\u3068\u3081\u308b\n6. **\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c `same_contact` \u3068 `likely_same` \u306e\u5019\u88dc\u3092\u898b\u3066\u3001\u540c\u3058\u4eba\u304b\u3092\u6c7a\u3081\u308b\n7. **\u3010\u4eba\u3011** \u540c\u3058\u4eba\u306a\u3089\u8a18\u9332\u3092\u3064\u306a\u304e\u3001\u904e\u53bb\u306e\u62c5\u5f53\u306e\u652f\u5e97\u306b\u77e5\u3089\u305b\u308b\u304b\u3001\u9762\u8ac7\u3092\u6848\u5185\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b\n\n**4\u756a\u76ee\u306e\u533a\u5206\u306f\u3001\u898f\u5247\u3067\u6c7a\u3081\u307e\u3059\u3002** \u3069\u306e\u9805\u76ee\u304c\u4e00\u81f4\u3057\u305f\u304b\u3067\u6c7a\u307e\u308a\u3001**AI\u306e\u8a00\u3044\u56de\u3057\u3084\u691c\u7d22\u306e\u70b9\u6570\u3067\u306f\u6c7a\u3081\u307e\u305b\u3093\u3002** \u70b9\u6570\u306f\u5019\u88dc\u3092\u4e26\u3079\u308b\u9806\u306b\u4f7f\u3046\u3060\u3051\u3067\u3059\u3002\n\n**6\u756a\u76ee\u3067\u4eba\u304c\u6c7a\u3081\u308b\u306e\u306f\u3001\u8a18\u9332\u3092\u3064\u306a\u3050\u3068\u53d6\u308a\u6d88\u3057\u306b\u304f\u3044\u304b\u3089\u3067\u3059\u3002** \u5225\u4eba\u306e\u8a18\u9332\u30921\u4eba\u306b\u307e\u3068\u3081\u308b\u3068\u3001**\u305d\u306e\u4eba\u306b\u5225\u306e\u4eba\u306e\u904e\u53bb\u306e\u7d4c\u7def\u304c\u4ed8\u3044\u305f\u307e\u307e\u9078\u8003\u304c\u9032\u307f\u307e\u3059\u3002**","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5fdc\u52df\u304c\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5165\u308b\u3068\u3001\u6c0f\u540d\u30fb\u30ab\u30ca\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u7d4c\u6b74\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b","**\u3010\u81ea\u52d5\u3011** \u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u7d22\u5f15\u3092\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u306e\u4e00\u81f4\u3001\u6c0f\u540d\u306e\u3042\u3044\u307e\u3044\u691c\u7d22\u3001\u7d4c\u6b74\u306e\u6587\u5b57\u306e\u4e00\u81f4\u3092\u7d44\u307f\u5408\u308f\u305b\u30661\u56de\u3067\u691c\u7d22\u3059\u308b","**\u3010\u81ea\u52d5\u3011** \u4e0a\u4f4d\u306e\u5019\u88dc\u306b\u3064\u3044\u3066\u3001\u9805\u76ee\u3054\u3068\u306b\u4e00\u81f4\u30fb\u4e0d\u4e00\u81f4\u3092\u898f\u5247\u3067\u7167\u3089\u3059","**\u3010\u81ea\u52d5\u3011** \u898f\u5247\u3067 `same_contact` \uff0f `likely_same` \uff0f `possible` \uff0f `no_match` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u751f\u6210AI\u304c\u3001\u5019\u88dc\u3054\u3068\u306e\u4e00\u81f4\u3059\u308b\u70b9\u3068\u9055\u3046\u70b9\u3001\u904e\u53bb\u306e\u9078\u8003\u306e\u7d4c\u7def\u3092\u3001\u6839\u62e0\u306e\u8a18\u9332\u306e\u756a\u53f7\u4ed8\u304d\u3067\u77ed\u304f\u307e\u3068\u3081\u308b","**\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c `same_contact` \u3068 `likely_same` \u306e\u5019\u88dc\u3092\u898b\u3066\u3001\u540c\u3058\u4eba\u304b\u3092\u6c7a\u3081\u308b","**\u3010\u4eba\u3011** \u540c\u3058\u4eba\u306a\u3089\u8a18\u9332\u3092\u3064\u306a\u304e\u3001\u904e\u53bb\u306e\u62c5\u5f53\u306e\u652f\u5e97\u306b\u77e5\u3089\u305b\u308b\u304b\u3001\u9762\u8ac7\u3092\u6848\u5185\u3059\u308b\u304b\u3092\u6c7a\u3081\u308b"],"architecture":"```\n\u65b0\u3057\u3044\u5fdc\u52df\uff08\u6c42\u4eba\u30b5\u30a4\u30c84\u793e\u30fb\u81ea\u793e\u30b5\u30a4\u30c8 \u2192 \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff09\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u5fdc\u52df\u306e\u767b\u9332\nAWS Lambda \u2500\u2500 \u6c0f\u540d\u30fb\u30ab\u30ca\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u751f\u5e74\u6708\u65e5\u306e\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\n   \u25bc\nAmazon OpenSearch Service\uff08\u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u7d22\u5f15\uff09\n   \u2502   \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\uff1a\u30e1\u30fc\u30eb\u306e\u4e00\u81f4 \uff0b \u96fb\u8a71\u306e\u4e00\u81f4 \uff0b \u30ab\u30ca\u306e\u3042\u3044\u307e\u3044\u691c\u7d22\n   \u2502                     \uff0b \u6f22\u5b57\u306e\u6c0f\u540d \uff0b \u7d4c\u6b74\u306e\u6587\u5b57\u306e\u4e00\u81f4\n   \u2502   \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3067\u70b9\u6570\u3092\u305d\u308d\u3048\u3066\u4e26\u3079\u308b\n   \u25bc\nAWS Lambda \u2500\u2500 \u4e0a\u4f4d\u306e\u5019\u88dc\u3092\u9805\u76ee\u3054\u3068\u306b\u7167\u3089\u3059\n   \u2502   \uff08same_contact \uff0f likely_same \uff0f possible \uff0f no_match\uff09\n   \u25bc\nClaude API \u2500\u2500 \u4e00\u81f4\u3059\u308b\u70b9\u30fb\u9055\u3046\u70b9\u3068\u904e\u53bb\u306e\u7d4c\u7def\u306e\u8981\u7d04\uff08\u6839\u62e0\u306e\u8a18\u9332\u306e\u756a\u53f7\u4ed8\u304d\uff09\n   \u25bc\n\u3010\u63a1\u7528\u62c5\u5f53\u304c\u5224\u65ad\u3011\u2500\u2500\u25b6 \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\uff08\u8a18\u9332\u3092\u3064\u306a\u3050\u306e\u306f\u4eba\uff09\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| \u691c\u7d22\u57fa\u76e4 | Amazon OpenSearch Service\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u3001\u3042\u3044\u307e\u3044\u691c\u7d22\u3001\u65e5\u672c\u8a9e\u306e\u89e3\u6790\uff09 | Vertex AI Search\uff08Agent Search\uff09\u3001Azure AI Search |\n| \u751f\u6210AI | Claude API\uff08\u5019\u88dc\u306e\u4e00\u81f4\u70b9\u30fb\u76f8\u9055\u70b9\u3068\u904e\u53bb\u306e\u7d4c\u7def\u306e\u8981\u7d04\uff09 | OpenAI API\u3001Gemini API |\n| \u9023\u643a | AWS Lambda\uff08\u5fdc\u52df\u306e\u767b\u9332\u3092\u8d77\u70b9\u306b\u8868\u8a18\u3092\u305d\u308d\u3048\u3001\u691c\u7d22\u3068\u7167\u5408\u3092\u52d5\u304b\u3059\uff09 | AWS Step Functions |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u691c\u7d22\u3068\u5224\u65ad\u306e\u8a18\u9332\uff09 | \u793e\u5185\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 |\n\n**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306f\u3001\u65b0\u3057\u304f\u8db3\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002** \u904e\u53bb\u306e\u8a18\u9332\u306f\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u7d22\u5f15\u306b\u5199\u3057\u3001**\u7d22\u5f15\u304b\u3089\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u7d22\u5f15\u306f\u691c\u7d22\u306e\u305f\u3081\u306e\u5199\u3057\u3067\u3001\u5143\u306e\u8a18\u9332\u304c\u6b63\u3067\u3059\u3002 \u5fdc\u52df\u306e\u767b\u9332\u3092\u77e5\u3089\u305b\u308b\u65b9\u6cd5\u3068\u66f8\u304d\u51fa\u3057\u306e\u65b9\u6cd5\u306f\u3001**\u4ed5\u7d44\u307f\u3054\u3068\u306b\u9055\u3046\u305f\u3081\u3001\u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u4f5c\u308a\u306b\u306a\u308a\u307e\u3059\u3002**\n\n**\u691c\u7d22\u306e\u571f\u53f0\u306f\u3001Amazon OpenSearch Service \u3067\u3059\u3002** \u65e5\u672c\u8a9e\u306e\u89e3\u6790\u306e\u305f\u3081\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\uff08kuromoji\u3001ICU\u3001\u65e5\u672c\u8a9e\u5411\u3051\u306b\u52e7\u3081\u3089\u308c\u3066\u3044\u308b Sudachi\uff09\u304c\u4f7f\u3048\u307e\u3059\u3002**\u5b8c\u5168\u4e00\u81f4\u30fb\u3042\u3044\u307e\u3044\u691c\u7d22\u30fb\u65e5\u672c\u8a9e\u306e\u6587\u5b57\u306e\u4e00\u81f4\u30921\u56de\u306e\u691c\u7d22\u3067\u7d44\u307f\u5408\u308f\u305b\u3089\u308c\u308b\u3053\u3068\u304c\u3001\u3053\u306e\u69cb\u6210\u306b\u5408\u3063\u3066\u3044\u307e\u3059\u3002**\n\n**\u7d44\u307f\u5408\u308f\u305b\u306b\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u3092\u4f7f\u3044\u307e\u3059\u3002** \u8907\u6570\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u30921\u3064\u306b\u307e\u3068\u3081\u308b\u554f\u3044\u5408\u308f\u305b\u3067\u3001**\u4e2d\u306b\u5165\u308c\u3089\u308c\u308b\u554f\u3044\u5408\u308f\u305b\u306f\u6700\u59275\u3064\u3067\u3059\u3002** \u6587\u66f8\u306f\u3001\u3069\u308c\u304b1\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5f53\u305f\u308c\u3070\u7d50\u679c\u306b\u5165\u308a\u307e\u3059\u3002\u70b9\u6570\u306e\u307e\u3068\u3081\u65b9\u306f\u3001\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3067\u6c7a\u3081\u307e\u3059\u3002","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306b\u5fdc\u52df\u304c\u767b\u9332\u3055\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** 1\u4ef6\u305a\u3064\u5c4a\u3044\u305f\u9806\u306b\u691c\u7d22\u3057\u3001**\u5fdc\u52df\u306e\u753b\u9762\u306b\u5019\u88dc\u3092\u51fa\u3057\u3066\u304b\u3089\u62c5\u5f53\u304c\u958b\u304f**\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u62c5\u5f53\u304c\u958b\u3044\u305f\u6642\u70b9\u3067\u5019\u88dc\u304c\u51fa\u3066\u3044\u306a\u3044\u3068\u3001\u3053\u308c\u307e\u3067\u3069\u304a\u308a\u624b\u3067\u691c\u7d22\u3057\u59cb\u3081\u307e\u3059\u3002\n\n**\u904e\u53bb\u306e\u8a18\u9332\u306e\u7d22\u5f15\u306f\u3001\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u66f4\u65b0\u3057\u307e\u3059\u3002** \u5f53\u65e5\u306e\u5fdc\u52df\u540c\u58eb\u306e\u91cd\u8907\uff08\u540c\u3058\u65e5\u306b2\u3064\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u304b\u3089\u5fdc\u52df\u3057\u305f\u4eba\uff09\u306f\u6bce\u6669\u306e\u66f4\u65b0\u3092\u5f85\u3066\u306a\u3044\u306e\u3067\u3001**\u5f53\u65e5\u306e\u5fdc\u52df\u3060\u3051\u3092\u5165\u308c\u308b\u5c0f\u3055\u306a\u7d22\u5f15\u3092\u5225\u306b\u6301\u3061\u3001\u5fdc\u52df\u306e\u305f\u3073\u306b\u66f8\u304d\u8db3\u3057\u307e\u3059\u3002** \u691c\u7d22\u306f2\u3064\u306e\u7d22\u5f15\u306b\u540c\u6642\u306b\u304b\u3051\u307e\u3059\u3002\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u65b0\u3057\u3044\u5fdc\u52df | \u6c0f\u540d\uff08\u6f22\u5b57\u30fb\u30ab\u30ca\uff09\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3001\u96fb\u8a71\u756a\u53f7\u3001\u751f\u5e74\u6708\u65e5\u3001\u4f4f\u6240\u306e\u5e02\u533a\u753a\u6751\u3001\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u3001\u5fdc\u52df\u7d4c\u8def | \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f |\n| \u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u7d22\u5f15 | \u540c\u3058\u9805\u76ee\u3068\u3001\u5fdc\u52df\u306e\u756a\u53f7\u3001\u5fdc\u52df\u65e5 | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 |\n| \u904e\u53bb\u306e\u9078\u8003\u306e\u8a18\u9332 | \u6bb5\u968e\uff08\u5fdc\u52df\u30fb\u9762\u8ac7\u30fb\u767b\u9332\u30fb\u5c31\u696d\u30fb\u5c31\u696d\u7d42\u4e86\uff09\u3001\u7d50\u679c\u306e\u533a\u5206\u3001\u65e5\u4ed8\u3001\u62c5\u5f53\u306e\u652f\u5e97 | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 |\n| \u8868\u8a18\u306e\u5bfe\u5fdc\u8868 | \u7570\u4f53\u5b57\u306e\u5bfe\u5fdc\uff08\u9f4b\u30fb\u6589\u30fb\u658e\u306a\u3069\uff09\u3001\u3088\u304f\u3042\u308b\u8aad\u307f\u306e\u63fa\u308c | \u81ea\u793e\u3067\u7528\u610f\u3059\u308b\u4e00\u89a7 |\n\n**\u7d22\u5f15\u306b\u5165\u308c\u306a\u3044\u3082\u306e\u3092\u5148\u306b\u6c7a\u3081\u307e\u3059\u3002** \u9762\u8ac7\u306e\u81ea\u7531\u8a18\u8ff0\u306e\u30e1\u30e2\u3001\u5c31\u696d\u5148\u304b\u3089\u306e\u8a55\u4fa1\u306e\u6587\u7ae0\u3001\u5065\u5eb7\u3084\u5bb6\u65cf\u306b\u95a2\u3059\u308b\u8a18\u8ff0\u306f\u5165\u308c\u307e\u305b\u3093\u3002**\u9078\u8003\u306e\u7d4c\u7def\u306f\u300c\u6bb5\u968e\u300d\u300c\u7d50\u679c\u306e\u533a\u5206\u300d\u300c\u65e5\u4ed8\u300d\u300c\u652f\u5e97\u300d\u306e4\u3064\u3067\u8db3\u308a\u307e\u3059\u3002** \u7406\u7531\u3092\u77e5\u308b\u5fc5\u8981\u304c\u3042\u308c\u3070\u3001\u62c5\u5f53\u304c\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u5143\u306e\u8a18\u9332\u3092\u958b\u304d\u307e\u3059\u3002\n\n**\u8868\u8a18\u306e\u5bfe\u5fdc\u8868\u306f\u3001\u6700\u521d\u306f\u5c0f\u3055\u304f\u59cb\u3081\u307e\u3059\u3002** \u691c\u7d22\u306b\u5f53\u305f\u3089\u306a\u304b\u3063\u305f\u306e\u306b\u540c\u3058\u4eba\u3060\u3063\u305f\u4f8b\u304c\u51fa\u308b\u305f\u3073\u306b\u3001**\u305d\u306e\u63fa\u308c\u30921\u884c\u305a\u3064\u8db3\u3057\u307e\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n**\u691c\u7d22\u306f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea1\u672c\u3067\u884c\u3044\u307e\u3059\u3002** \u4e2d\u306b\u5165\u308c\u308b5\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u554f\u3044\u5408\u308f\u305b | \u5bfe\u8c61\u306e\u9805\u76ee | \u4f55\u3092\u62fe\u3046\u304b |\n|:--|:--|:--|\n| `term` | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\uff08\u5c0f\u6587\u5b57\u306b\u305d\u308d\u3048\u305f\u3082\u306e\uff09 | \u30a2\u30c9\u30ec\u30b9\u304c\u540c\u3058\u4eba |\n| `term` | \u96fb\u8a71\u756a\u53f7\uff08\u6570\u5b57\u3060\u3051\u306b\u305d\u308d\u3048\u305f\u3082\u306e\uff09 | \u96fb\u8a71\u756a\u53f7\u304c\u540c\u3058\u4eba |\n| `fuzzy` | \u30ab\u30ca\u6c0f\u540d\uff08\u5168\u89d2\u30ab\u30bf\u30ab\u30ca\u30fb\u7a7a\u767d\u306a\u3057\uff09 | 1\u301c2\u6587\u5b57\u306e\u6253\u3061\u9593\u9055\u3044\u3001\u8aad\u307f\u306e\u63fa\u308c |\n| `match` | \u6f22\u5b57\u6c0f\u540d\uff08\u65e5\u672c\u8a9e\u306e\u89e3\u6790\u3092\u304b\u3051\u305f\u3082\u306e\uff09 | \u59d3\u3060\u3051\u30fb\u540d\u3060\u3051\u306e\u4e00\u81f4\u3001\u7570\u4f53\u5b57 |\n| `match` | \u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u3068\u5b66\u6821 | \u7d4c\u6b74\u306e\u91cd\u306a\u308a |\n\n**\u3042\u3044\u307e\u3044\u691c\u7d22\u306f\u30011\u6587\u5b57\u306e\u7f6e\u304d\u63db\u3048\u30fb\u633f\u5165\u30fb\u524a\u9664\u30fb\u96a3\u308a\u5408\u30462\u6587\u5b57\u306e\u5165\u308c\u66ff\u3048\u30921\u56de\u306e\u7de8\u96c6\u3068\u3057\u3066\u6570\u3048\u307e\u3059\u3002** \u65e2\u5b9a\u306e `AUTO` \u3067\u306f\u30012\u6587\u5b57\u307e\u3067\u306f\u5b8c\u5168\u4e00\u81f4\u30013\u301c5\u6587\u5b57\u306f1\u56de\u30016\u6587\u5b57\u4ee5\u4e0a\u306f2\u56de\u307e\u3067\u8a31\u3057\u307e\u3059\u3002**\u30ab\u30ca\u6c0f\u540d\u306f6\u6587\u5b57\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u30012\u56de\u306e\u63fa\u308c\u307e\u3067\u62fe\u3044\u307e\u3059\u3002** \u5225\u4eba\u307e\u3067\u5f53\u305f\u308a\u3059\u304e\u308b\u5834\u5408\u306f\u3001`prefix_length` \u3067\u5148\u982d\u306e\u6587\u5b57\u3092\u56fa\u5b9a\u3057\u307e\u3059\u3002\n\n**\u96fb\u8a71\u756a\u53f7\u3084\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u306e\u4e00\u81f4\u3060\u3051\u3067\u8fd4\u308b\u5019\u88dc\u306f\u30011\u4ef6\u3060\u3051\u306e\u3053\u3068\u304c\u591a\u304f\u306a\u308a\u307e\u3059\u3002** \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u306e\u6700\u5c0f\u6700\u5927\u306e\u65b9\u5f0f\u3067\u306f\u3001**\u554f\u3044\u5408\u308f\u305b\u306e\u7d50\u679c\u304c1\u4ef6\u3060\u3051\u306a\u3089\u3001\u305d\u306e\u6587\u66f8\u306f1.0\u306b\u306a\u308a\u307e\u3059\u3002** \u70b9\u6570\u304c\u9ad8\u3044\u3053\u3068\u306f\u300c\u4e00\u81f4\u306e\u6839\u62e0\u304c\u5f37\u3044\u300d\u3053\u3068\u3068\u540c\u3058\u3067\u306f\u306a\u3044\u306e\u3067\u3001**\u533a\u5206\u306f\u70b9\u6570\u3067\u306f\u306a\u304f\u3001\u6b21\u306e\u7167\u5408\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n**`filter` \u3067\u3001\u7d22\u5f15\u306e\u4fdd\u5b58\u671f\u9593\u3092\u904e\u304e\u305f\u8a18\u9332\u3092\u9664\u304d\u307e\u3059\u3002** \u30d5\u30a3\u30eb\u30bf\u30fc\u306f5\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u3059\u3079\u3066\u306b\u304b\u304b\u308a\u307e\u3059\u3002\n\n**\u691c\u7d22\u306e\u8981\u6c42\u306f\u3001\u304a\u304a\u3080\u306d\u6b21\u306e\u5f62\u306b\u306a\u308a\u307e\u3059\u3002** \u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u540d\u524d\u3092\u4ed8\u3051\u3066\u547c\u3073\u3001\u6b63\u898f\u5316\u306e\u65b9\u5f0f\u3068\u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u91cd\u307f\u306f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5074\u306b\u7f6e\u304d\u307e\u3059\u3002\n\n```json\nPOST \/applicants,applicants_today\/_search?search_pipeline=dup-pipeline\n{\n  \"size\": 10,\n  \"query\": {\n    \"hybrid\": {\n      \"queries\": [\n        { \"term\":  { \"email_norm\": \"taro.sato@example.com\" } },\n        { \"term\":  { \"phone_norm\": \"09012345678\" } },\n        { \"fuzzy\": { \"kana_norm\": { \"value\": \"\u30b5\u30c8\u30a6\u30bf\u30ed\u30a6\", \"fuzziness\": \"AUTO\" } } },\n        { \"match\": { \"kanji_name\": \"\u4f50\u85e4 \u592a\u90ce\" } },\n        { \"match\": { \"career_text\": \"\u682a\u5f0f\u4f1a\u793e\u3007\u3007\u7269\u6d41 \u3007\u3007\u9ad8\u7b49\u5b66\u6821\" } }\n      ],\n      \"filter\": { \"range\": { \"retention_until\": { \"gte\": \"now\/d\" } } }\n    }\n  }\n}\n```\n\n**\u91cd\u307f\u306f\u3001\u9023\u7d61\u5148\u306e2\u3064\u3092\u9ad8\u304f\u3001\u7d4c\u6b74\u3092\u4f4e\u304f\u7f6e\u304d\u307e\u3059\u3002** \u7d4c\u6b74\u306e\u6587\u5b57\u306e\u4e00\u81f4\u306f\u3001\u540c\u3058\u5730\u57df\u306e\u540c\u3058\u4f1a\u793e\u306b\u52e4\u3081\u3066\u3044\u305f\u5225\u4eba\u3092\u591a\u304f\u62fe\u3046\u305f\u3081\u3067\u3059\u3002**\u91cd\u307f\u3092\u5909\u3048\u3066\u3082\u533a\u5206\u306e\u898f\u5247\u306f\u5909\u308f\u3089\u306a\u3044\u306e\u3067\u3001**\u753b\u9762\u306b\u4e26\u3076\u9806\u3060\u3051\u3092\u898b\u306a\u304c\u3089\u8abf\u6574\u3067\u304d\u307e\u3059\u3002\n\n### \u524d\u51e6\u7406\n\n1. **\u6587\u5b57\u306e\u5e45\u3068\u5f62\u3092\u305d\u308d\u3048\u308b** \u2026 \u534a\u89d2\u30ab\u30ca\u3092\u5168\u89d2\u306b\u3001\u5168\u89d2\u82f1\u6570\u3092\u534a\u89d2\u306b\u3001\u4e92\u63db\u306e\u6587\u5b57\u3092\u6b63\u898f\u5316\u3057\u307e\u3059\n2. **\u30ab\u30ca\u6c0f\u540d\u3092\u305d\u308d\u3048\u308b** \u2026 \u3072\u3089\u304c\u306a\u3092\u30ab\u30bf\u30ab\u30ca\u306b\u3001\u7a7a\u767d\u3068\u4e2d\u9ed2\u3092\u9664\u304d\u307e\u3059\u3002**\u8aad\u307f\u304c\u7121\u3044\u6c42\u4eba\u30b5\u30a4\u30c8\u306e\u5fdc\u52df\u306f\u3001\u30ab\u30ca\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5916\u3057\u307e\u3059**\n3. **\u6f22\u5b57\u6c0f\u540d\u3092\u305d\u308d\u3048\u308b** \u2026 \u8868\u8a18\u306e\u5bfe\u5fdc\u8868\u3067\u7570\u4f53\u5b57\u3092\u4ee3\u8868\u306e\u5b57\u306b\u5bc4\u305b\u305f\u5024\u3092\u3001\u5143\u306e\u5024\u3068\u5225\u306b\u6301\u305f\u305b\u307e\u3059\n4. **\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3092\u305d\u308d\u3048\u308b** \u2026 \u524d\u5f8c\u306e\u7a7a\u767d\u3092\u9664\u304d\u3001\u5c0f\u6587\u5b57\u306b\u3057\u307e\u3059\n5. **\u96fb\u8a71\u756a\u53f7\u3092\u305d\u308d\u3048\u308b** \u2026 \u30cf\u30a4\u30d5\u30f3\u30fb\u7a7a\u767d\u30fb\u62ec\u5f27\u3092\u9664\u304d\u3001\u56fd\u756a\u53f7\u306e\u4ed8\u3044\u305f\u756a\u53f7\u3092\u56fd\u5185\u306e\u5f62\u306b\u76f4\u3057\u307e\u3059\n6. **\u751f\u5e74\u6708\u65e5\u3092\u305d\u308d\u3048\u308b** \u2026 \u897f\u66a6\u306e\u5e74\u6708\u65e5\u306e\u5f62\u306b\u3057\u307e\u3059\u3002**\u7121\u3044\u5fdc\u52df\u306f\u3001\u7167\u5408\u306e\u9805\u76ee\u304b\u3089\u5916\u3057\u307e\u3059**\n7. **\u30ab\u30ca\u306e\u8aad\u307f\u306e\u63fa\u308c\u3092\u5bc4\u305b\u308b** \u2026 \u300c\u30c2\u300d\u3068\u300c\u30b8\u300d\u3001\u300c\u30c5\u300d\u3068\u300c\u30ba\u300d\u3001\u300c\u30f4\u300d\u3068\u300c\u30d6\u300d\u3001\u9577\u97f3\u306e\u6709\u7121\u3092\u3001\u8868\u8a18\u306e\u5bfe\u5fdc\u8868\u3067\u5bc4\u305b\u305f\u5024\u3092\u5225\u306b\u6301\u305f\u305b\u307e\u3059\n8. **\u7d4c\u6b74\u306e\u6587\u5b57\u3092\u305d\u308d\u3048\u308b** \u2026 \u300c\u682a\u5f0f\u4f1a\u793e\u300d\u300c\uff08\u682a\uff09\u300d\u306e\u4f4d\u7f6e\u3068\u6709\u7121\u3092\u9664\u304d\u3001\u4f1a\u793e\u540d\u3068\u5b66\u6821\u540d\u3060\u3051\u3092\u4e26\u3079\u307e\u3059\n\n**7\u756a\u76ee\u3092\u8db3\u3059\u306e\u306f\u3001\u3042\u3044\u307e\u3044\u691c\u7d22\u306e\u63fa\u308c\u306e\u56de\u6570\u3092\u7bc0\u7d04\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u300c\u30c2\u300d\u3068\u300c\u30b8\u300d\u306e\u9055\u3044\u30821\u56de\u306e\u7de8\u96c6\u306b\u6570\u3048\u3089\u308c\u308b\u306e\u3067\u3001**\u8aad\u307f\u306e\u63fa\u308c\u304c2\u304b\u6240\u3042\u308b\u6c0f\u540d\u306f\u3001\u6253\u3061\u9593\u9055\u3044\u304c1\u3064\u52a0\u308f\u308b\u3060\u3051\u3067\u5f53\u305f\u3089\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u6c7a\u307e\u3063\u305f\u63fa\u308c\u306f\u5148\u306b\u5bc4\u305b\u3001\u3042\u3044\u307e\u3044\u691c\u7d22\u306f\u672c\u5f53\u306e\u6253\u3061\u9593\u9055\u3044\u306b\u6b8b\u3057\u307e\u3059\u3002\n\n**\u5143\u306e\u5024\u306f\u3001\u5fc5\u305a\u6b8b\u3057\u307e\u3059\u3002** \u305d\u308d\u3048\u305f\u5024\u306f\u691c\u7d22\u3068\u7167\u5408\u306e\u305f\u3081\u306e\u3082\u306e\u3067\u3001**\u63a1\u7528\u62c5\u5f53\u306e\u753b\u9762\u306b\u306f\u5143\u306e\u5024\u3092\u4e26\u3079\u307e\u3059\u3002** \u300c\u9f4b\u85e4\u300d\u3092\u300c\u6589\u85e4\u300d\u306b\u5bc4\u305b\u305f\u7d50\u679c\u3060\u3051\u3092\u898b\u305b\u308b\u3068\u3001\u5225\u306e\u4eba\u3068\u540c\u3058\u8868\u8a18\u306b\u898b\u3048\u3066\u3057\u307e\u3044\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u691c\u7d22\u3068\u533a\u5206\u306f\u6a5f\u68b0\u304c\u884c\u3044\u307e\u3059\u3002AI\u306b\u3055\u305b\u308b\u306e\u306f\u3001\u5019\u88dc\u3054\u3068\u306b\u300c\u4f55\u304c\u540c\u3058\u3067\u4f55\u304c\u9055\u3046\u304b\u300d\u3068\u300c\u904e\u53bb\u306b\u3069\u3046\u306a\u3063\u305f\u304b\u300d\u3092\u3001\u8a18\u9332\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u77ed\u304f\u66f8\u304f\u3053\u3068\u3060\u3051\u3067\u3059\u3002**\n\n| \u66f8\u304f\u3053\u3068 | \u4e2d\u8eab | \u6839\u62e0 |\n|:--|:--|:--|\n| \u4e00\u81f4\u3059\u308b\u70b9 | \u3069\u306e\u9805\u76ee\u304c\u3001\u3069\u306e\u5024\u3067\u4e00\u81f4\u3057\u305f\u304b | \u7167\u5408\u306e\u7d50\u679c |\n| \u9055\u3046\u70b9 | \u59d3\u3060\u3051\u304c\u9055\u3046\u3001\u96fb\u8a71\u756a\u53f7\u304c\u9055\u3046\u3001\u306a\u3069 | \u7167\u5408\u306e\u7d50\u679c |\n| \u9055\u3044\u306e\u8aad\u307f\u65b9\u306e\u5019\u88dc | \u59d3\u306e\u5909\u66f4\u306e\u53ef\u80fd\u6027\u3001\u6253\u3061\u9593\u9055\u3044\u306e\u53ef\u80fd\u6027 | **\u300c\u53ef\u80fd\u6027\u300d\u3068\u3060\u3051\u66f8\u304f** |\n| \u904e\u53bb\u306e\u7d4c\u7def | \u6bb5\u968e\u30fb\u7d50\u679c\u306e\u533a\u5206\u30fb\u65e5\u4ed8\u30fb\u652f\u5e97\u3092\u6642\u7cfb\u5217\u3067 | \u9078\u8003\u306e\u8a18\u9332\u306e\u756a\u53f7 |\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u7d50\u8ad6 | \u533a\u5206\u306f\u898f\u5247\u3001\u6700\u7d42\u306e\u5224\u65ad\u306f\u4eba |\n| \u904e\u53bb\u306e\u7d50\u679c\u306e\u8a55\u4fa1 | \u300c\u4ee5\u524d\u306b\u8f9e\u9000\u3057\u305f\u306e\u3067\u898b\u8fbc\u307f\u304c\u4f4e\u3044\u300d\u306a\u3069\u3092\u66f8\u304b\u305b\u306a\u3044 |\n| \u6e21\u3057\u3066\u3044\u306a\u3044\u8a18\u9332\u3078\u306e\u8a00\u53ca | \u7d22\u5f15\u306b\u5165\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\u3092\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044 |\n| \u8a18\u9332\u3092\u3064\u306a\u3050\u64cd\u4f5c | \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306f\u4eba\u304c\u64cd\u4f5c\u3059\u308b |\n\n**2\u884c\u76ee\u304c\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u7981\u6b62\u3067\u3059\u3002** \u904e\u53bb\u306b\u9762\u8ac7\u3092\u8f9e\u9000\u3057\u305f\u4eba\u3092\u300c\u610f\u6b32\u304c\u4f4e\u3044\u300d\u3068\u66f8\u3051\u3070\u3001**\u4eca\u56de\u306e\u5fdc\u52df\u304c\u305d\u306e\u8a00\u8449\u3067\u8aad\u307e\u308c\u307e\u3059\u3002** \u66f8\u304f\u306e\u306f\u4e8b\u5b9f\u306e\u6642\u7cfb\u5217\u3060\u3051\u306b\u3057\u307e\u3059\u3002\n\n**\u305d\u308c\u3067\u3082AI\u306b\u66f8\u304b\u305b\u308b\u306e\u306f\u3001\u5019\u88dc\u304c\u8907\u6570\u3042\u308b\u3068\u304d\u306e\u8aad\u307f\u6bd4\u3079\u304c\u91cd\u3044\u304b\u3089\u3067\u3059\u3002** \u540c\u59d3\u540c\u540d\u306e\u5019\u88dc\u304c3\u4ef6\u4e26\u3076\u3068\u3001\u62c5\u5f53\u306f\u9805\u76ee\u306e\u8868\u30923\u3064\u898b\u6bd4\u3079\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002**\u300c\u3053\u306e\u5019\u88dc\u306f\u96fb\u8a71\u756a\u53f7\u3068\u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4\u3057\u3001\u59d3\u3060\u3051\u304c\u9055\u3046\u300d\u30681\u884c\u3067\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001**\u3069\u306e\u5019\u88dc\u304b\u3089\u958b\u3051\u3070\u3088\u3044\u304b\u304c\u3059\u3050\u5206\u304b\u308a\u307e\u3059\u3002\u904e\u53bb\u306e\u7d4c\u7def\u3082\u3001\u6bb5\u968e\u3054\u3068\u306e\u8a18\u9332\u3092\u6642\u7cfb\u5217\u306e\u6570\u884c\u306b\u307e\u3068\u3081\u308b\u3060\u3051\u3067\u3001\u8aad\u3080\u6642\u9593\u304c\u5909\u308f\u308a\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\u4eba\u6750\u6d3e\u9063\u4f1a\u793e\u306e\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u3067\u3001\u65b0\u3057\u3044\u5fdc\u52df\u3068\u3001\n\u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u5019\u88dc\u3092\u898b\u6bd4\u3079\u308b\u6750\u6599\u3092\u4f5c\u308b\u7acb\u5834\u3067\u3059\u3002\n\u6e21\u3059\u306e\u306f\u3001\u65b0\u3057\u3044\u5fdc\u52df\u306e\u9805\u76ee\u3001\u5019\u88dc\u3054\u3068\u306e\u9805\u76ee\u3068\u7167\u5408\u306e\u7d50\u679c\u3001\n\u5019\u88dc\u3054\u3068\u306e\u904e\u53bb\u306e\u9078\u8003\u306e\u8a18\u9332\u3067\u3059\u3002\n\u305d\u3053\u306b\u66f8\u304b\u308c\u305f\u3053\u3068\u3060\u3051\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u66f8\u304f\u3053\u3068\u3011\n1. \u5019\u88dc\u3054\u3068\u306b\u3001\u4e00\u81f4\u3057\u305f\u9805\u76ee\u3068\u5024\n2. \u5019\u88dc\u3054\u3068\u306b\u3001\u9055\u3046\u9805\u76ee\u3068\u5024\n3. \u9055\u3044\u306b\u3064\u3044\u3066\u8003\u3048\u3089\u308c\u308b\u4e8b\u60c5\u3092\u3001\u300c\u53ef\u80fd\u6027\u300d\u3068\u3057\u30661\u3064\u307e\u3067\n   \uff08\u59d3\u306e\u5909\u66f4\u3001\u6253\u3061\u9593\u9055\u3044\u3001\u9023\u7d61\u5148\u306e\u5909\u66f4\uff09\n4. \u904e\u53bb\u306e\u9078\u8003\u306e\u7d4c\u7def\u3092\u3001\u65e5\u4ed8\u306e\u53e4\u3044\u9806\u306b\u3001\u6bb5\u968e\u30fb\u7d50\u679c\u306e\u533a\u5206\u30fb\u652f\u5e97\u3067\n\n\u3010\u53b3\u5b88\u4e8b\u9805\u3011\n- \u540c\u3058\u4eba\u3067\u3042\u308b\u3001\u5225\u306e\u4eba\u3067\u3042\u308b\u3001\u3068\u7d50\u8ad6\u3092\u66f8\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u904e\u53bb\u306e\u7d50\u679c\u304b\u3089\u3001\u5fdc\u52df\u8005\u306e\u610f\u6b32\u30fb\u4eba\u67c4\u30fb\u9069\u6027\u3092\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n  \u300c\u8f9e\u9000\u3057\u305f\u300d\u300c\u5c31\u696d\u3092\u7d42\u3048\u305f\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3051\u3092\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n- \u6e21\u3057\u3066\u3044\u306a\u3044\u60c5\u5831\uff08\u7406\u7531\u3001\u8a55\u4fa1\u3001\u30e1\u30e2\uff09\u3092\u63a8\u6e2c\u3067\u88dc\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u7d4c\u7def\u306e\u5404\u884c\u306b\u306f\u3001\u6839\u62e0\u306b\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n- \u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u3001\u5bb6\u65cf\u3001\u5065\u5eb7\u306b\u89e6\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\n- \u5019\u88dc\u304c\u7121\u3044\u5834\u5408\u306f\u3001\u300c\u5019\u88dc\u306a\u3057\u300d\u3068\u3060\u3051\u66f8\u3044\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u3010\u65b0\u3057\u3044\u5fdc\u52df\u3011{new_application}\n\u3010\u5019\u88dc\u3068\u7167\u5408\u306e\u7d50\u679c\u3011{candidates}\n\u3010\u5019\u88dc\u3054\u3068\u306e\u9078\u8003\u306e\u8a18\u9332\u3011{history}\n```\n\n**\u300c\u8a55\u4fa1\u3057\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u300d\u3092\u66f8\u304b\u306a\u3044\u3068\u3001\u7d4c\u7def\u306e\u5f8c\u308d\u306b\u4e00\u8a00\u306e\u898b\u7acb\u3066\u3092\u4ed8\u3051\u307e\u3059\u3002** \u300c\u8f9e\u9000\u304c2\u56de\u3042\u308a\u3001\u9023\u7d61\u304c\u3064\u304d\u306b\u304f\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u300d\u306e\u3088\u3046\u306a\u6587\u3067\u3059\u3002**\u305d\u306e\u4e00\u6587\u306f\u8a18\u9332\u306e\u3069\u3053\u306b\u3082\u7121\u304f\u3001AI\u304c\u4f5c\u3063\u305f\u8a55\u4fa1\u3067\u3059\u3002**\n\n**\u300c\u5e74\u9f62\u3001\u6027\u5225\u3001\u56fd\u7c4d\u2026\u306b\u89e6\u308c\u306a\u3044\u300d\u306f\u3001\u751f\u5e74\u6708\u65e5\u3092\u7167\u5408\u306b\u4f7f\u3063\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002** \u7167\u5408\u306e\u6750\u6599\u306b\u751f\u5e74\u6708\u65e5\u304c\u3042\u308b\u3068\u3001\u8981\u7d04\u306e\u4e2d\u3067\u5e74\u9f62\u306b\u8a00\u3044\u63db\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u533a\u5206\u3068\u7167\u5408\u306e\u7d50\u679c\u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u4f5c\u308a\u3001AI\u306e\u51fa\u529b\u306f\u305d\u306e\u96a3\u306b\u4e26\u3079\u307e\u3059\u3002** Claude API \u306e\u69cb\u9020\u5316\u51fa\u529b\u3067\u3001\u6b21\u306e\u5f62\u306eJSON\u3092\u53d7\u3051\u53d6\u308a\u307e\u3059\u3002\n\n```json\n{\n  \"application_id\": \"\",\n  \"candidates\": [\n    {\n      \"candidate_id\": \"\",\n      \"class\": \"same_contact | likely_same | possible | no_match\",\n      \"matched\": [ { \"field\": \"\", \"value\": \"\" } ],\n      \"differed\": [ { \"field\": \"\", \"new\": \"\", \"past\": \"\" } ],\n      \"possible_reason\": \"\",\n      \"history\": [\n        { \"date\": \"\", \"stage\": \"\", \"result\": \"\", \"branch\": \"\", \"record_id\": \"\" }\n      ]\n    }\n  ]\n}\n```\n\n**`class` \u306f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5165\u308c\u3001AI\u306b\u306f\u66f8\u304d\u63db\u3048\u3055\u305b\u307e\u305b\u3093\u3002** \u533a\u5206\u306e\u898f\u5247\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n\n| \u533a\u5206 | \u898f\u5247 |\n|:--|:--|\n| `same_contact` | \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u304b\u96fb\u8a71\u756a\u53f7\u304c\u4e00\u81f4\u3057\u3001\u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4\u3059\u308b\u304b\u3001\u3069\u3061\u3089\u304b\u306b\u7121\u3044 |\n| `likely_same` | \u9023\u7d61\u5148\u306f\u9055\u3046\u304c\u3001\u30ab\u30ca\u6c0f\u540d\uff08\u63fa\u308c2\u56de\u4ee5\u5185\uff09\u3068\u751f\u5e74\u6708\u65e5\u304c\u4e00\u81f4\u3059\u308b\u3002\u307e\u305f\u306f\u3001\u59d3\u3060\u3051\u304c\u9055\u3044\u3001\u540d\u3068\u751f\u5e74\u6708\u65e5\u3068\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u304c\u4e00\u81f4\u3059\u308b |\n| `possible` | \u30ab\u30ca\u6c0f\u540d\u304b\u6f22\u5b57\u6c0f\u540d\u304c\u8fd1\u304f\u3001\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u304b\u5b66\u6821\u304c\u4e00\u81f4\u3059\u308b |\n| `no_match` | \u4e0a\u306e\u3069\u308c\u306b\u3082\u5f53\u305f\u3089\u306a\u3044 |\n\n**`history` \u306e `record_id` \u306f\u3001Python \u304c\u6e21\u3057\u305f\u8a18\u9332\u306e\u756a\u53f7\u3068\u7167\u3089\u3057\u307e\u3059\u3002** \u6e21\u3057\u3066\u3044\u306a\u3044\u756a\u53f7\u3084\u3001\u65e5\u4ed8\u304c\u8a18\u9332\u3068\u9055\u3046\u884c\u304c\u3042\u308c\u3070\u3001**\u305d\u306e\u5019\u88dc\u306e\u8981\u7d04\u3092\u51fa\u3055\u305a\u306b\u7167\u5408\u306e\u7d50\u679c\u3060\u3051\u3092\u898b\u305b\u307e\u3059\u3002**\n\n**\u5fdc\u52df\u306e\u753b\u9762\u306b\u306f\u3001\u305f\u3068\u3048\u3070\u6b21\u306e\u3088\u3046\u306b\u4e26\u3079\u307e\u3059\u3002**\n\n```\n\u3010\u5019\u88dc1\u3011likely_same\n  \u4e00\u81f4\uff1a\u30ab\u30ca\u306e\u540d\uff08\u30cf\u30ca\u30b3\uff09\uff0f\u6f22\u5b57\u306e\u540d\uff08\u82b1\u5b50\uff09\uff0f\u751f\u5e74\u6708\u65e5\uff0f\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\n  \u9055\u3044\uff1a\u59d3\uff08\u904e\u53bb\uff1a\u4f50\u85e4 \u2192 \u4eca\u56de\uff1a\u7530\u4e2d\uff09\uff0f\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\uff0f\u96fb\u8a71\u756a\u53f7\n  \u53ef\u80fd\u6027\uff1a\u59d3\u306e\u5909\u66f4\n  \u7d4c\u7def\uff1a2023-04-10 \u5fdc\u52df\uff08\u6e0b\u8c37\u652f\u5e97\uff09R-208811\n        2023-04-14 \u9762\u8ac7\u30fb\u767b\u9332\uff08\u6e0b\u8c37\u652f\u5e97\uff09R-208940\n        2023-05-01\u301c2024-03-31 \u5c31\u696d\u30fb\u5c31\u696d\u7d42\u4e86\uff08\u6e0b\u8c37\u652f\u5e97\uff09R-209377\n\u3010\u5019\u88dc2\u3011possible\n  \u4e00\u81f4\uff1a\u30ab\u30ca\u6c0f\u540d\uff08\u63fa\u308c1\u56de\uff09\n  \u9055\u3044\uff1a\u751f\u5e74\u6708\u65e5\uff0f\u9023\u7d61\u5148\uff0f\u7d4c\u6b74\n```\n\n**\u7406\u7531\u306e1\u3064\u76ee\u306f\u3001\u533a\u5206\u306e\u898f\u5247\u3092\u5f8c\u304b\u3089\u5909\u3048\u3089\u308c\u308b\u3053\u3068\u3067\u3059\u3002** \u898f\u5247\u3092\u5909\u3048\u3066\u3082\u3001**AI\u306e\u51fa\u529b\u3092\u3084\u308a\u76f4\u3055\u305a\u306b\u533a\u5206\u3060\u3051\u3092\u4ed8\u3051\u76f4\u305b\u307e\u3059\u3002** 2\u3064\u76ee\u306f\u3001**\u753b\u9762\u306e\u4e26\u3073\u3092\u533a\u5206\u306e\u9806\u306b\u56fa\u5b9a\u3067\u304d\u308b**\u3053\u3068\u3067\u3059\u3002\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f | \u5fdc\u52df\u306e\u767b\u9332\u306e\u901a\u77e5\u3068\u3001\u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057 | \u5229\u7528\u74b0\u5883\u306b\u5fdc\u3058\u305f\u500b\u5225\u306e\u4f5c\u308a |\n| Amazon OpenSearch Service | \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\uff08\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u4ed8\u304d\uff09 | \u5019\u88dc\u306e\u691c\u7d22 |\n| Claude API | API\u547c\u3073\u51fa\u3057\uff08\u69cb\u9020\u5316\u51fa\u529b\uff09 | \u4e00\u81f4\u70b9\u30fb\u76f8\u9055\u70b9\u30fb\u7d4c\u7def\u306e\u8981\u7d04 |\n| \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u306e\u5fdc\u52df\u306e\u753b\u9762 | \u5019\u88dc\u306e\u8868\u793a | **\u8a18\u9332\u3092\u3064\u306a\u3050\u306e\u306f\u4eba** |\n\n**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3078\u306f\u66f8\u304d\u8fbc\u307f\u307e\u305b\u3093\u3002** \u753b\u9762\u306b\u5019\u88dc\u3092\u51fa\u3059\u307e\u3067\u3067\u3001**\u8a18\u9332\u3092\u3064\u306a\u3050\u64cd\u4f5c\u3001\u652f\u5e97\u3078\u306e\u9023\u7d61\u3001\u9762\u8ac7\u306e\u6848\u5185\u306f\u4eba\u304c\u884c\u3044\u307e\u3059\u3002**\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n1. **`same_contact` \u306f\u5143\u306e\u5024\u3092\u4e26\u3079\u3066\u78ba\u304b\u3081\u308b** \u2026 \u5bb6\u65cf\u3067\u540c\u3058\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3084\u96fb\u8a71\u756a\u53f7\u3092\u4f7f\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002**\u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5\u306e\u4e00\u81f4\u307e\u3067\u898b\u307e\u3059**\n2. **`likely_same` \u306f\u9055\u3046\u70b9\u3092\u8aad\u3080** \u2026 \u59d3\u3060\u3051\u304c\u9055\u3046\u3001\u9023\u7d61\u5148\u304c\u5909\u308f\u3063\u305f\u3001\u306e\u3069\u3061\u3089\u304b\u304c\u591a\u304f\u3042\u308a\u307e\u3059\n3. **\u540c\u3058\u4eba\u3068\u6c7a\u3081\u305f\u3089\u3001\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u8a18\u9332\u3092\u3064\u306a\u3050** \u2026 \u3069\u306e\u5019\u88dc\u3068\u3064\u306a\u3044\u3060\u304b\u3092\u8a18\u9332\u3057\u307e\u3059\n4. **\u904e\u53bb\u306e\u62c5\u5f53\u306e\u652f\u5e97\u306b\u77e5\u3089\u305b\u308b\u304b\u3092\u6c7a\u3081\u308b** \u2026 \u5c31\u696d\u4e2d\u30fb\u5c31\u696d\u3092\u7d42\u3048\u305f\u3070\u304b\u308a\u306e\u4eba\u306a\u3089\u3001\u305d\u306e\u652f\u5e97\u306b\u77e5\u3089\u305b\u307e\u3059\n5. **`possible` \u306f\u3001\u6c17\u306b\u306a\u308b\u3068\u304d\u3060\u3051\u958b\u304f** \u2026 \u540c\u59d3\u540c\u540d\u306e\u5225\u4eba\u304c\u591a\u304f\u542b\u307e\u308c\u307e\u3059\n\n**1\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u304c\u540c\u3058\u3067\u3082\u3001**\u5bb6\u65cf\u306e\u5225\u306e\u4eba\u306e\u5fdc\u52df**\u306e\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5\u307e\u3067\u4e00\u81f4\u3057\u3066\u521d\u3081\u3066\u3001\u540c\u3058\u4eba\u306e\u5019\u88dc\u3068\u3057\u3066\u6271\u3044\u307e\u3059\u3002\n\n**4\u756a\u76ee\u3067\u77e5\u3089\u305b\u308b\u5148\u3092\u652f\u5e97\u306b\u9650\u308b\u306e\u306f\u3001\u7d4c\u7def\u3092\u77e5\u3063\u3066\u3044\u308b\u306e\u304c\u652f\u5e97\u3060\u304b\u3089\u3067\u3059\u3002** \u767b\u9332\u30bb\u30f3\u30bf\u30fc\u304b\u3089\u5fdc\u52df\u8005\u306b\u300c\u4ee5\u524d\u3053\u3046\u3044\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3057\u305f\u306d\u300d\u3068\u5207\u308a\u51fa\u3059\u306e\u3067\u306f\u306a\u304f\u3001**\u904e\u53bb\u306e\u62c5\u5f53\u304c\u7d4c\u7def\u3092\u8e0f\u307e\u3048\u3066\u9023\u7d61\u3059\u308b\u304b\u3001\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u304c\u521d\u3081\u3066\u306e\u5fdc\u52df\u8005\u3068\u540c\u3058\u3088\u3046\u306b\u6848\u5185\u3059\u308b\u304b\u3092\u3001\u652f\u5e97\u3068\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u76ee\u6a19\u306f\u30011,200\u4ef6\u3092\u306a\u3089\u3057\u30661\u4ef62\u5206\u3067\u3059\u3002** `no_match` \u306e\u5fdc\u52df\u306f\u5019\u88dc\u304c\u7121\u3044\u3053\u3068\u3092\u78ba\u304b\u3081\u308b\u3060\u3051\u3067\u3001\u6642\u9593\u306f `same_contact` \u3068 `likely_same` \u306e\u78ba\u8a8d\u306b\u304b\u304b\u308a\u307e\u3059\u3002\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30ab\u30ca\u6c0f\u540d\u304c\u7121\u3044\u5fdc\u52df | \u30ab\u30ca\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u5916\u3057\u3001\u6f22\u5b57\u6c0f\u540d\u3068\u9023\u7d61\u5148\u3067\u63a2\u3059 |\n| \u5916\u56fd\u7c4d\u306e\u5fdc\u52df\u8005\u3067\u30ed\u30fc\u30de\u5b57\u306e\u6c0f\u540d | \u30ed\u30fc\u30de\u5b57\u306e\u6c0f\u540d\u306e\u9805\u76ee\u3092\u5225\u306b\u6301\u3061\u3001\u3042\u3044\u307e\u3044\u691c\u7d22\u3092\u304b\u3051\u308b |\n| \u540c\u3058\u65e5\u306b2\u3064\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u304b\u3089\u5fdc\u52df | \u5f53\u65e5\u306e\u7d22\u5f15\u3067\u5f53\u3066\u308b\u3002**\u9762\u8ac7\u306e\u6848\u5185\u306f1\u3064\u306e\u652f\u5e97\u306b\u307e\u3068\u3081\u308b** |\n| \u5019\u88dc\u304c\u591a\u3059\u304e\u308b\uff08\u540c\u59d3\u540c\u540d\uff09 | `possible` \u306f\u4e0a\u4f4d5\u4ef6\u307e\u3067\u306b\u3057\u3001\u751f\u5e74\u6708\u65e5\u306e\u4e00\u81f4\u3092\u512a\u5148\u3059\u308b |\n| \u751f\u5e74\u6708\u65e5\u304c\u7121\u3044 | `same_contact` \u3068 `likely_same` \u306e\u898f\u5247\u304b\u3089\u751f\u5e74\u6708\u65e5\u3092\u5916\u3057\u3001**\u4eba\u304c\u78ba\u304b\u3081\u308b\u5370\u3092\u4ed8\u3051\u308b** |\n| \u4fdd\u5b58\u671f\u9593\u3092\u904e\u304e\u305f\u8a18\u9332\u304c\u7d22\u5f15\u306b\u6b8b\u308b | \u6bce\u6669\u306e\u66f8\u304d\u51fa\u3057\u3067\u6d88\u3059\u3002`filter` \u3067\u3082\u9664\u304f |\n| \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u3044 | \u5fdc\u52df\u306e\u753b\u9762\u306b\u300c\u5019\u88dc\u306e\u691c\u7d22\u304c\u672a\u5b9f\u65bd\u300d\u3068\u51fa\u3059\u3002**\u624b\u3067\u691c\u7d22\u3059\u308b** |\n| \u904e\u53bb\u306e\u8a18\u9332\u3069\u3046\u3057\u304c\u3059\u3067\u306b\u91cd\u8907\u3057\u3066\u3044\u308b | \u5019\u88dc\u306b\u540c\u3058\u4eba\u306e\u8a18\u9332\u304c2\u4ef6\u4e26\u3076\u3002**\u3064\u306a\u3050\u306e\u306f\u4eca\u56de\u306e\u5fdc\u52df\u30681\u4ef6\u3060\u3051\u306b\u3057\u3001\u904e\u53bb\u306e2\u4ef6\u306e\u6574\u7406\u306f\u5225\u306e\u4f5c\u696d\u306b\u56de\u3059** |\n| \u5fdc\u52df\u8005\u672c\u4eba\u304b\u3089\u904e\u53bb\u306e\u8a18\u9332\u306e\u524a\u9664\u3092\u6c42\u3081\u3089\u308c\u3066\u3044\u308b | \u524a\u9664\u306e\u624b\u7d9a\u304d\u4e2d\u306e\u8a18\u9332\u306f\u7d22\u5f15\u304b\u3089\u5148\u306b\u5916\u3059 |\n\n**3\u884c\u76ee\u306f\u3001\u5fdc\u52df\u8005\u304b\u3089\u898b\u3066\u6700\u3082\u4e0d\u5feb\u306a\u5f62\u3067\u3059\u3002** \u540c\u3058\u4eba\u306b2\u3064\u306e\u652f\u5e97\u304b\u3089\u96fb\u8a71\u304c\u6765\u308b\u3068\u3001**\u3069\u3061\u3089\u306e\u9023\u7d61\u306b\u3082\u51fa\u3066\u3082\u3089\u3048\u306a\u304f\u306a\u308a\u307e\u3059\u3002** \u5f53\u65e5\u306e\u7d22\u5f15\u3092\u4f5c\u308b\u306e\u306f\u3001\u3053\u306e1\u884c\u306e\u305f\u3081\u3067\u3059\u3002\n\n**7\u884c\u76ee\u3067\u300c\u672a\u5b9f\u65bd\u300d\u3068\u51fa\u3059\u306e\u306f\u3001\u300c\u5019\u88dc\u306a\u3057\u300d\u3068\u533a\u5225\u3059\u308b\u305f\u3081\u3067\u3059\u3002** \u691c\u7d22\u304c\u6b62\u307e\u3063\u3066\u3044\u305f\u306e\u306b\u5019\u88dc\u306a\u3057\u3068\u898b\u3048\u308b\u3068\u3001**\u91cd\u8907\u3092\u898b\u9003\u3057\u305f\u307e\u307e\u9762\u8ac7\u3092\u6848\u5185\u3057\u307e\u3059\u3002**\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u5fdc\u52df\u306e\u756a\u53f7\u3068\u3001\u691c\u7d22\u306b\u304b\u3051\u305f\u305d\u308d\u3048\u305f\u5024\n- \u691c\u7d22\u3067\u8fd4\u3063\u305f\u5019\u88dc\u3068\u70b9\u6570\u3001\u7167\u5408\u306e\u7d50\u679c\u3068\u533a\u5206\n- AI\u304c\u8fd4\u3057\u305fJSON\u3068\u3001\u8a18\u9332\u306e\u756a\u53f7\u306e\u7167\u5408\u306e\u7d50\u679c\n- **\u4eba\u304c\u540c\u3058\u4eba\u3068\u6c7a\u3081\u305f\u8a18\u9332**\uff08\u3069\u306e\u5019\u88dc\u3068\u3064\u306a\u3044\u3060\u304b\uff09\u3068\u3001\u5225\u4eba\u3068\u6c7a\u3081\u305f\u8a18\u9332\n- \u691c\u7d22\u304c\u5fdc\u7b54\u3057\u306a\u304b\u3063\u305f\u5fdc\u52df\u306e\u4e00\u89a7\n\n**\u533a\u5206\u3054\u3068\u306b\u3001\u4eba\u304c\u540c\u3058\u4eba\u3068\u6c7a\u3081\u305f\u5272\u5408\u3092\u6bce\u6708\u6570\u3048\u307e\u3059\u3002** `same_contact` \u3067\u5225\u4eba\u304c\u591a\u3051\u308c\u3070\u5bb6\u65cf\u306e\u9023\u7d61\u5148\u306e\u5171\u6709\u3001`likely_same` \u3067\u5225\u4eba\u304c\u591a\u3051\u308c\u3070\u898f\u5247\u304c\u7de9\u3059\u304e\u308b\u3001\u3068\u3044\u3046\u898b\u5f53\u304c\u3064\u304d\u307e\u3059\u3002**\u898f\u5247\u3092\u76f4\u3059\u304b\u3069\u3046\u304b\u306f\u3001\u3053\u306e\u5272\u5408\u3067\u6c7a\u3081\u307e\u3059\u3002**\n\n**\u5225\u4eba\u3068\u6c7a\u3081\u305f\u8a18\u9332\u3082\u6b8b\u3059\u306e\u306f\u3001\u540c\u3058\u7d44\u307f\u5408\u308f\u305b\u304c\u7e70\u308a\u8fd4\u3057\u5019\u88dc\u306b\u51fa\u308b\u305f\u3081\u3067\u3059\u3002** \u4e00\u5ea6\u5225\u4eba\u3068\u6c7a\u3081\u305f2\u4eba\u306f\u3001**\u6b21\u306e\u5fdc\u52df\u3067\u5019\u88dc\u306e\u9806\u3092\u4e0b\u3052\u308b**\u306e\u306b\u4f7f\u3048\u307e\u3059\u3002\u30ed\u30b0\u81ea\u4f53\u3082\u500b\u4eba\u60c5\u5831\u306a\u306e\u3067\u3001**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3068\u540c\u3058\u4fdd\u5b58\u671f\u9593\u3067\u6d88\u3057\u307e\u3059\u3002**","minimal_setup":"1. \u5148\u6708\u306e\u5fdc\u52df\u304b\u308950\u4ef6\u3092\u9078\u3076\uff08**\u5f8c\u304b\u3089\u540c\u3058\u4eba\u3060\u3068\u5206\u304b\u3063\u305f\u5fdc\u52df\u3001\u59d3\u304c\u5909\u308f\u3063\u305f\u4eba\u3001\u540c\u3058\u65e5\u306b2\u3064\u306e\u30b5\u30a4\u30c8\u304b\u3089\u5fdc\u52df\u3057\u305f\u4eba\u3092\u5165\u308c\u308b**\uff09\n2. \u305d\u306e50\u4ef6\u306b\u3064\u3044\u3066\u3001\u62c5\u5f53\u304c\u6700\u7d42\u7684\u306b\u3069\u306e\u8a18\u9332\u3068\u3064\u306a\u3044\u3060\u304b\u3092\u66f8\u304d\u51fa\u3057\u3066\u304a\u304f\n3. \u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u304b\u3089\u3001\u305d\u306e50\u4ef6\u306e\u5019\u88dc\u306b\u306a\u308a\u305d\u3046\u306a\u904e\u53bb\u306e\u8a18\u9332\u3092\u6570\u767e\u4ef6\u66f8\u304d\u51fa\u3057\u3001\u6c0f\u540d\u30fb\u30ab\u30ca\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u751f\u5e74\u6708\u65e5\u30fb\u76f4\u8fd1\u306e\u52e4\u52d9\u5148\u306e\u5217\u3060\u3051\u3092\u6b8b\u3059\n4. \u8868\u8a08\u7b97\u3067\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\u5217\u3092\u4f5c\u308a\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u30ab\u30ca\u6c0f\u540d\u306e\u4e00\u81f4\u3092\u95a2\u6570\u3067\u898b\u308b\n5. \u5f53\u305f\u3063\u305f\u5019\u88dc\u3068\u3001\u62c5\u5f53\u304c\u3064\u306a\u3044\u3060\u8a18\u9332\u3092\u7a81\u304d\u5408\u308f\u305b\u308b\n\n**\u751f\u6210AI\u3092\u4f7f\u308f\u305a\u306b\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u307e\u305a\u78ba\u304b\u3081\u305f\u3044\u306e\u306f\u3001**\u8868\u8a18\u3092\u305d\u308d\u3048\u308b\u3060\u3051\u3067\u3001\u3069\u308c\u3060\u3051\u306e\u91cd\u8907\u304c\u898b\u3064\u304b\u308b\u304b**\u3067\u3059\u3002\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u62c5\u5f53\u304c\u3064\u306a\u3044\u3060\u8a18\u9332\u306e\u307b\u3068\u3093\u3069\u304c\u5f53\u305f\u3063\u305f | **\u7d22\u5f15\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u306b\u9032\u3080** |\n| \u59d3\u306e\u5909\u308f\u3063\u305f\u4eba\u3060\u3051\u304c\u5f53\u305f\u3089\u306a\u3044 | \u30ab\u30ca\u306e\u540d\u3068\u751f\u5e74\u6708\u65e5\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u8db3\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5225\u4eba\u304c\u5927\u91cf\u306b\u5f53\u305f\u308b | **\u751f\u5e74\u6708\u65e5\u306e\u5165\u308a\u65b9\u306e\u78ba\u8a8d\u304c\u5148\u3002** \u6c42\u4eba\u30b5\u30a4\u30c8\u3054\u3068\u306e\u9805\u76ee\u3092\u898b\u76f4\u3059 |\n\n**2\u884c\u76ee\u306f\u3001\u307b\u307c\u78ba\u5b9f\u306b\u51fa\u307e\u3059\u3002** \u59d3\u304c\u5909\u308f\u3063\u305f\u4eba\u306f\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3082\u5909\u3048\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u3044\u304b\u3089\u3067\u3059\u3002**\u540d\u3068\u751f\u5e74\u6708\u65e5\u306e\u4e00\u81f4\u3092 `likely_same` \u306e\u898f\u5247\u306b\u5165\u308c\u308b\u7406\u7531**\u304c\u3001\u3053\u3053\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002\n\n**50\u4ef6\u306e\u4e2d\u306b\u3001\u62c5\u5f53\u304c\u898b\u3064\u3051\u3089\u308c\u306a\u304b\u3063\u305f\u91cd\u8907\u304c\u6df7\u3056\u3063\u3066\u3044\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002** \u8868\u8a08\u7b97\u306e\u4e00\u81f4\u3067\u5f53\u305f\u3063\u305f\u306e\u306b\u3001\u5f53\u6642\u306f\u65b0\u3057\u3044\u5fdc\u52df\u8005\u3068\u3057\u3066\u6271\u308f\u308c\u3066\u3044\u305f\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002**\u305d\u308c\u3092\u6570\u3048\u3066\u304a\u304f\u3068\u3001\u7b2c3\u7ae0\u306e\uff08a\uff09\u304c\u3069\u306e\u304f\u3089\u3044\u306e\u983b\u5ea6\u3067\u8d77\u304d\u3066\u3044\u305f\u304b\u304c\u5206\u304b\u308a\u3001**\u7d22\u5f15\u3092\u4f5c\u308b\u304b\u3069\u3046\u304b\u306e\u5224\u65ad\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002","minimal_setup_short":"\u66f8\u304d\u51fa\u3057\u305f\u8a18\u9332\u3092\u8868\u8a08\u7b97\u3067\u305d\u308d\u3048\u3001\u95a2\u6570\u3067\u4e00\u81f4\u3092\u898b\u308b \uff0f \u4e00\u90e8\u306e\u91cd\u8907\u306e\u767a\u898b","semi_auto_setup":"\u4e0a\u8a18\uff0b\u7d22\u5f15\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u3067\u5019\u88dc\u3092\u51fa\u3057\u3001\u898f\u5247\u3067\u533a\u5206\u3092\u4ed8\u3051\u3066\u4e00\u89a7\u306b\u3059\u308b \uff0f \u5019\u88dc\u306e\u691c\u7d22\u3068\u533a\u5206","full_setup":"\u4e0a\u8a18\uff0b\u5fdc\u52df\u306e\u767b\u9332\u3092\u8d77\u70b9\u306b\u81ea\u52d5\u3067\u52d5\u304b\u3057\u3001\u5f53\u65e5\u306e\u7d22\u5f15\u3068\u8981\u7d04\u3092\u8db3\u3057\u3066\u5fdc\u52df\u306e\u753b\u9762\u306b\u51fa\u3059 \uff0f \u53d7\u4ed8\u306e\u6bb5\u968e\u306e\u91cd\u8907\u306e\u898b\u5206\u3051\u5168\u4f53","level_note":"**\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u306f\u672c\u683c\u69cb\u6210\u3067\u3059\u3002** 1\u4ef65\u5206\u304c2\u5206\u306b\u306a\u308a\u307e\u3059\u3002**\u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u3067\u306f\u3001\u62c5\u5f53\u304c\u4e00\u89a7\u3068\u5fdc\u52df\u306e\u753b\u9762\u3092\u884c\u304d\u6765\u3059\u308b\u6642\u9593\u304c\u6b8b\u308a\u307e\u3059\u3002** \u5fdc\u52df\u306e\u753b\u9762\u306b\u5019\u88dc\u304c\u51fa\u3066\u521d\u3081\u3066\u3001\u624b\u3067\u691c\u7d22\u3057\u76f4\u3059\u7fd2\u6163\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001**\u8868\u8a18\u306e\u5bfe\u5fdc\u8868\u306b\u8db3\u3059\u3079\u304d\u63fa\u308c\u3068\u3001\u751f\u5e74\u6708\u65e5\u304c\u5165\u3063\u3066\u3044\u306a\u3044\u6c42\u4eba\u30b5\u30a4\u30c8**\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u691c\u7d22\u306e\u70b9\u6570\u3067\u540c\u3058\u4eba\u3068\u6c7a\u3081\u3066\u3057\u307e\u3046 | **\u533a\u5206\u306f\u9805\u76ee\u3054\u3068\u306e\u7167\u5408\u3067\u6c7a\u3081\u308b\u3002** \u70b9\u6570\u306f\u4e26\u3079\u308b\u9806\u3060\u3051 |\n| 1\u4ef6\u3060\u3051\u8fd4\u3063\u305f\u5019\u88dc\u304c1.0\u306b\u306a\u308a\u5f37\u304f\u898b\u3048\u308b | \u6700\u5c0f\u6700\u5927\u306e\u6b63\u898f\u5316\u306e\u6027\u8cea\u3002**\u533a\u5206\u3092\u898b\u3066\u5224\u65ad\u3059\u308b** |\n| AI\u304c\u904e\u53bb\u306e\u7d50\u679c\u304b\u3089\u8a55\u4fa1\u3092\u66f8\u304f | **\u8a55\u4fa1\u3092\u7981\u3058\u3001\u4e8b\u5b9f\u306e\u6642\u7cfb\u5217\u3060\u3051\u306b\u3059\u308b** |\n| \u81ea\u7531\u8a18\u8ff0\u306e\u30e1\u30e2\u307e\u3067\u7d22\u5f15\u306b\u5165\u308c\u308b | **\u6bb5\u968e\u30fb\u7d50\u679c\u306e\u533a\u5206\u30fb\u65e5\u4ed8\u30fb\u652f\u5e97\u306e4\u3064\u306b\u7d5e\u308b** |\n| \u59d3\u304c\u5909\u308f\u3063\u305f\u4eba\u304c\u5f53\u305f\u3089\u306a\u3044 | \u540d\u3068\u751f\u5e74\u6708\u65e5\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u898f\u5247\u306b\u5165\u308c\u308b |\n| \u5bb6\u65cf\u306e\u5fdc\u52df\u3092\u540c\u3058\u4eba\u3068\u3064\u306a\u3050 | \u9023\u7d61\u5148\u306e\u4e00\u81f4\u3060\u3051\u3067\u3064\u306a\u304c\u305a\u3001\u6c0f\u540d\u3068\u751f\u5e74\u6708\u65e5\u307e\u3067\u898b\u308b |\n| \u540c\u3058\u65e5\u306e\u91cd\u8907\u304c\u5f53\u305f\u3089\u306a\u3044 | \u5f53\u65e5\u306e\u7d22\u5f15\u3092\u5225\u306b\u6301\u3064 |\n| \u7570\u4f53\u5b57\u3092\u5bc4\u305b\u305f\u5024\u3060\u3051\u3092\u898b\u305b\u308b | \u753b\u9762\u306b\u306f\u5143\u306e\u5024\u3092\u4e26\u3079\u308b |\n| \u3042\u3044\u307e\u3044\u691c\u7d22\u304c\u52d5\u304b\u306a\u3044 | \u9ad8\u8ca0\u8377\u306e\u554f\u3044\u5408\u308f\u305b\u3092\u6b62\u3081\u308b\u8a2d\u5b9a\uff08`search.allow_expensive_queries`\uff09\u304c `false` \u3060\u3068\u5b9f\u884c\u3055\u308c\u306a\u3044 |\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\u3001**\u6a5f\u68b0\u304c\u51fa\u3057\u305f\u6570\u5b57\u3084\u6587\u7ae0\u304c\u300c\u5224\u65ad\u300d\u306b\u898b\u3048\u3066\u3057\u307e\u3046**\u3053\u3068\u304b\u3089\u51fa\u3066\u3044\u307e\u3059\u3002\u533a\u5206\u306f\u898f\u5247\u3001\u5224\u65ad\u306f\u4eba\u3001\u3068\u3044\u3046\u5206\u3051\u65b9\u3092\u753b\u9762\u306e\u4e26\u3073\u3067\u3082\u5d29\u3055\u306a\u3044\u3053\u3068\u3067\u3059\u3002","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5fdc\u52df\u8005\u306e\u6c0f\u540d\u3001\u751f\u5e74\u6708\u65e5\u3001\u9023\u7d61\u5148\u3001\u4f4f\u6240\u306e\u5e02\u533a\u753a\u6751\u3001\u7d4c\u6b74\u3001\u305d\u3057\u3066**\u904e\u53bb\u306e\u9078\u8003\u306e\u6bb5\u968e\u3068\u7d50\u679c**\u3067\u3059\u3002\u8077\u696d\u5b89\u5b9a\u6cd5\u306f\u3001\u52b4\u50cd\u8005\u306e\u52df\u96c6\u3092\u884c\u3046\u8005\u306a\u3069\u306b\u3001\u6c42\u8077\u8005\u306e\u500b\u4eba\u60c5\u5831\u3092\u696d\u52d9\u306e\u76ee\u7684\u306e\u9054\u6210\u306b\u5fc5\u8981\u306a\u7bc4\u56f2\u5185\u3067\u3001\u76ee\u7684\u3092\u660e\u3089\u304b\u306b\u3057\u3066\u96c6\u3081\u3001\u305d\u306e\u76ee\u7684\u306e\u7bc4\u56f2\u5185\u3067\u4fdd\u7ba1\u30fb\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\n\n1. **\u91cd\u8907\u306e\u898b\u5206\u3051\u3092\u5229\u7528\u76ee\u7684\u3068\u3057\u3066\u660e\u3089\u304b\u306b\u3059\u308b** \u2026 \u5fdc\u52df\u306e\u53d7\u4ed8\u306e\u3068\u304d\u306b\u793a\u3059\u500b\u4eba\u60c5\u5831\u306e\u5229\u7528\u76ee\u7684\u306b\u3001**\u904e\u53bb\u306e\u5fdc\u52df\u3068\u306e\u7167\u5408\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u304b**\u3092\u78ba\u304b\u3081\u307e\u3059\n2. **\u7d22\u5f15\u306b\u5165\u308c\u308b\u9805\u76ee\u3092\u7d5e\u308b** \u2026 \u9762\u8ac7\u306e\u30e1\u30e2\u3001\u8a55\u4fa1\u306e\u6587\u7ae0\u3001\u5065\u5eb7\u3084\u5bb6\u65cf\u306e\u8a18\u8ff0\u306f\u5165\u308c\u307e\u305b\u3093\u3002**\u7d22\u5f15\u306f\u3001\u91cd\u8907\u306e\u898b\u5206\u3051\u3068\u9078\u8003\u306e\u7d4c\u7def\u306b\u8981\u308b\u9805\u76ee\u3060\u3051**\u306b\u3057\u307e\u3059\n3. **\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u3001\u904e\u304e\u305f\u8a18\u9332\u3092\u6d88\u3059** \u2026 \u7d22\u5f15\u3060\u3051\u53e4\u3044\u8a18\u9332\u304c\u6b8b\u308b\u3068\u3001**\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3067\u6d88\u3057\u305f\u306f\u305a\u306e\u60c5\u5831\u304c\u691c\u7d22\u3067\u51fa\u3066\u304d\u307e\u3059**\n4. **\u904e\u53bb\u306e\u7d50\u679c\u3067\u81ea\u52d5\u7684\u306b\u9078\u8003\u3057\u306a\u3044** \u2026 \u904e\u53bb\u306e\u8f9e\u9000\u3084\u5c31\u696d\u306e\u7d42\u4e86\u306f\u3001\u4eca\u56de\u306e\u5fdc\u52df\u306e\u8a55\u4fa1\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002**\u533a\u5206\u3082\u8981\u7d04\u3082\u3001\u9078\u8003\u306e\u5224\u65ad\u306e\u6750\u6599\u3068\u3057\u3066\u6271\u3044\u307e\u305b\u3093**\n5. **\u751f\u6210AI\u306b\u6e21\u3059\u7bc4\u56f2\u3092\u7d5e\u308b** \u2026 \u6e21\u3059\u306e\u306f\u5019\u88dc\u6570\u4ef6\u5206\u306e\u7167\u5408\u306e\u7d50\u679c\u3068\u7d4c\u7def\u3060\u3051\u3067\u3001**\u7d22\u5f15\u305d\u306e\u3082\u306e\u3084\u751f\u5e74\u6708\u65e5\u306e\u5024\u306f\u6e21\u3057\u307e\u305b\u3093**\n6. **\u898b\u3089\u308c\u308b\u4eba\u3092\u7d5e\u308b** \u2026 \u5019\u88dc\u306e\u8868\u793a\u306f\u3001\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u306e\u62c5\u5f53\u3060\u3051\u304c\u898b\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u307e\u3059\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u5225\u4eba\u306e\u8a18\u9332\u3092\u3064\u306a\u3050\u3053\u3068\u3068\u3001\u904e\u53bb\u306e\u7d4c\u7def\u3092\u8a55\u4fa1\u3068\u3057\u3066\u8aad\u3080\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u9023\u7d61\u5148\u306e\u4e00\u81f4\u3060\u3051\u3067\u3064\u306a\u3050\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306fAI\u306e\u8981\u7d04\u306b\u8a55\u4fa1\u306e\u8a00\u8449\u304c\u6df7\u3056\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u3001\u533a\u5206\u3092\u898f\u5247\u306b\u3001\u5224\u65ad\u3092\u4eba\u306b\u7f6e\u304f\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u8907\u6570\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u3068\u81ea\u793e\u30b5\u30a4\u30c8\u304b\u3089\u5fdc\u52df\u3092\u53d7\u3051\u3001\u6708\u306b\u5343\u4ef6\u3092\u8d85\u3048\u308b\u5fdc\u52df\u3092\u53d7\u3051\u4ed8\u3051\u308b\u4eba\u6750\u6d3e\u9063\u4f1a\u793e\u30fb\u4eba\u6750\u7d39\u4ecb\u4f1a\u793e\u3068\u3001\u5e97\u8217\u3084\u7269\u6d41\u62e0\u70b9\u3067\u901a\u5e74\u306e\u63a1\u7528\u3092\u7d9a\u3051\u308b\u5c0f\u58f2\u30fb\u7269\u6d41\u30fb\u98f2\u98df\u306e\u4f01\u696d\u3002\u540c\u3058\u4eba\u304c\u5225\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u304b\u3089\u3001\u3042\u308b\u3044\u306f\u6570\u5e74\u304a\u3044\u3066\u5fdc\u52df\u3057\u76f4\u3057\u3066\u304f\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u63a1\u7528\u62c5\u5f53\u304c\u6c0f\u540d\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u3067\u63a1\u7528\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u3092\u4f55\u5ea6\u3082\u691c\u7d22\u3057\u3066\u3044\u308b\u5834\u5408\u3002\u904e\u53bb\u306e\u5fdc\u52df\u3068\u9078\u8003\u306e\u8a18\u9332\u3092\u6570\u4e07\u4ef6\u4ee5\u4e0a\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u3002","not_recommended_for":"\u5fdc\u52df\u304c\u6708\u306b\u6570\u5341\u4ef6\u3067\u3001\u6c0f\u540d\u306e\u691c\u7d22\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u5fdc\u52df\u306e\u53d7\u4ed8\u30921\u3064\u306e\u6c42\u4eba\u30b5\u30a4\u30c8\u306b\u7d5e\u3063\u3066\u304a\u308a\u3001\u305d\u306e\u4ed5\u7d44\u307f\u306e\u91cd\u8907\u306e\u691c\u77e5\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u8a18\u9332\u3092\u4fdd\u5b58\u671f\u9593\u306e\u5b9a\u3081\u306a\u304f\u6301\u3061\u7d9a\u3051\u3066\u3044\u308b\u5834\u5408\uff08\u5148\u306b\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u307e\u3059\uff09\u3002\u306a\u304a\u3001\u540c\u3058\u4eba\u304b\u3069\u3046\u304b\u306e\u6700\u7d42\u306e\u5224\u65ad\u3068\u3001\u904e\u53bb\u306e\u7d50\u679c\u3092\u9078\u8003\u3067\u3069\u3046\u6271\u3046\u304b\u306e\u5224\u65ad\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u4ee3\u66ff\u3067\u304d\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u7d22\u5f15\u306b\u5165\u308c\u308b\u9805\u76ee\u3068\u4fdd\u5b58\u671f\u9593\u3092\u6c7a\u3081\u308b**\n\n\u63a1\u7528\u306e\u8cac\u4efb\u8005\u3068\u500b\u4eba\u60c5\u5831\u306e\u62c5\u5f53\u3067\u3001**\u7d22\u5f15\u306b\u5165\u308c\u308b\u9805\u76ee\u3001\u5165\u308c\u306a\u3044\u9805\u76ee\u3001\u4fdd\u5b58\u671f\u9593**\u3092\u6c7a\u3081\u307e\u3059\u3002\u5fdc\u52df\u306e\u53d7\u4ed8\u3067\u793a\u3057\u3066\u3044\u308b\u5229\u7528\u76ee\u7684\u306b\u3001\u904e\u53bb\u306e\u5fdc\u52df\u3068\u306e\u7167\u5408\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u304b\u3082\u78ba\u304b\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a50\u4ef6\u3067\u8a66\u3059**\n\n\u8868\u8a08\u7b97\u3067\u8868\u8a18\u3092\u305d\u308d\u3048\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u30fb\u96fb\u8a71\u756a\u53f7\u30fb\u30ab\u30ca\u6c0f\u540d\u306e\u4e00\u81f4\u3067\u3001\u62c5\u5f53\u304c\u3064\u306a\u3044\u3060\u8a18\u9332\u304c\u3069\u308c\u3060\u3051\u5f53\u305f\u308b\u304b\u3092\u898b\u307e\u3059\u3002**\u59d3\u304c\u5909\u308f\u3063\u305f\u4eba\u304c\u5f53\u305f\u308b\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u533a\u5206\u306e\u898f\u5247\u3092\u6c7a\u3081\u308b**\n\n`same_contact` \u3068 `likely_same` \u306e\u898f\u5247\u3092\u30012\u9031\u76ee\u306e\u7d50\u679c\u3092\u898b\u3066\u6c7a\u3081\u307e\u3059\u3002**\u5bb6\u65cf\u306e\u5fdc\u52df\u3092\u3069\u3046\u898b\u5206\u3051\u308b\u304b**\u3092\u3001\u767b\u9332\u30bb\u30f3\u30bf\u30fc\u3067\u5408\u308f\u305b\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u7d22\u5f15\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u3092\u4f5c\u308b**\n\n\u904e\u53bb\u306e\u8a18\u9332\u3092\u6bce\u6669\u66f8\u304d\u51fa\u3057\u3066\u7d22\u5f15\u306b\u5199\u3057\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u3067\u5019\u88dc\u3092\u4e00\u89a7\u306b\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u8981\u7d04\u3092\u4f5c\u3089\u305a\u3001\u533a\u5206\u306e\u4e00\u89a7\u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u5f53\u65e5\u306e\u7d22\u5f15\u3068\u3001\u5fdc\u52df\u306e\u753b\u9762\u3078\u306e\u8868\u793a\u3092\u8db3\u3057\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** \u751f\u6210AI\u306e\u8981\u7d04\u3092\u8db3\u3057\u30011\u4ef65\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u624b\u3067\u691c\u7d22\u3057\u76f4\u3059\u62c5\u5f53\u304c\u3044\u306a\u304f\u306a\u3063\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0138","UC-0303","UC-0423","UC-0115"],"related_articles":[{"id":7612,"slug":"agentic-rag-tansaku","title":"\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u306eRAG\u3068\u306f\uff1f\uff5c\u4e00\u5ea6\u306e\u691c\u7d22\u3067\u8db3\u308a\u306a\u3044\u554f\u3044"},{"id":6077,"slug":"event-kouzouka-data","title":"\u50ac\u3057\u306e\u60c5\u5831\u3092\u691c\u7d22\u306b\u51fa\u30595\u5de5\u7a0b\uff5c\u4e2d\u6b62\u3068\u5ef6\u671f\u306e\u4f1d\u3048\u65b9"},{"id":5349,"slug":"kokoku-link-zokusei","title":"\u5e83\u544a\u306e\u30ea\u30f3\u30af\u306b\u4ed8\u3051\u308b\u6307\u5b9a\u3068\u306f\uff1f\uff5c\u691c\u7d22\u306e\u8a55\u4fa1\u3092\u5b88\u308b"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30af\u30a8\u30ea\u304c\u8907\u6570\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u70b9\u6570\u30921\u3064\u306b\u307e\u3068\u3081\u3001\u6587\u66f8\u306f\u3069\u308c\u304b1\u3064\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5f53\u305f\u308c\u3070\u7d50\u679c\u306b\u5165\u308b\u3053\u3068\u3002\u70b9\u6570\u306f\u691c\u7d22\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u307e\u3068\u3081\u308b\u3053\u3068\u3002\u4e2d\u306b\u5165\u308c\u3089\u308c\u308b\u554f\u3044\u5408\u308f\u305b\u304c\u6700\u59275\u3064\u3067\u3042\u308b\u3053\u3068\u3002`filter` \u304c\u3059\u3079\u3066\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u304b\u304b\u308b\u3053\u3068 | [OpenSearch Documentation: Hybrid query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/compound\/hybrid.md) | 2026-10-08 |\n| \u3042\u3044\u307e\u3044\u691c\u7d22\u304c\u7f6e\u304d\u63db\u3048\u30fb\u633f\u5165\u30fb\u524a\u9664\u30fb\u96a3\u308a\u5408\u30462\u6587\u5b57\u306e\u5165\u308c\u66ff\u3048\u30921\u56de\u306e\u7de8\u96c6\u3068\u6570\u3048\u308b\u3053\u3068\u3002\u65e2\u5b9a\u306e `AUTO`\uff08`AUTO:3,6`\uff09\u3067\u30010\u301c2\u6587\u5b57\u306f\u5b8c\u5168\u4e00\u81f4\u30013\u301c5\u6587\u5b57\u306f1\u56de\u30016\u6587\u5b57\u4ee5\u4e0a\u306f2\u56de\u307e\u3067\u8a31\u3059\u3053\u3068\u3002`prefix_length`\u3001`max_expansions`\uff08\u65e2\u5b9a50\uff09\u304c\u3042\u308b\u3053\u3068\u3002`search.allow_expensive_queries` \u304c `false` \u3060\u3068\u5b9f\u884c\u3055\u308c\u306a\u3044\u3053\u3068 | [OpenSearch Documentation: Fuzzy query](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_query-dsl\/term\/fuzzy.md) | 2026-10-08 |\n| \u6b63\u898f\u5316\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u304c\u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u70b9\u6570\u3092\u6b63\u898f\u5316\u3057\u3066\u307e\u3068\u3081\u308b\u3053\u3068\u3002\u6700\u5c0f\u6700\u5927\u306e\u65b9\u5f0f\u30670\u301c1\u306b\u305d\u308d\u3048\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u7d50\u679c\u304c1\u4ef6\u3060\u3051\u306a\u3069\u3059\u3079\u3066\u540c\u3058\u70b9\u6570\u306a\u3089\u305d\u306e\u6587\u66f8\u304c1.0\u306b\u306a\u308b\u3053\u3068\u3002`weights` \u3067\u554f\u3044\u5408\u308f\u305b\u3054\u3068\u306e\u91cd\u307f\uff080\u301c1\u3001\u5408\u8a081\uff09\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [OpenSearch Documentation: Normalization processor](https:\/\/raw.githubusercontent.com\/opensearch-project\/documentation-website\/main\/_search-plugins\/search-pipelines\/normalization-processor.md) | 2026-10-08 |\n| Amazon OpenSearch Service \u3067 Japanese (kuromoji) Analysis \u3068 ICU Analysis \u304c\u4f7f\u3048\u3001Sudachi Analysis \u304c\u65e5\u672c\u8a9e\u5411\u3051\u306b\u52e7\u3081\u3089\u308c\u3066\u3044\u308b\u3053\u3068 | [AWS: Plugins by engine version in Amazon OpenSearch Service](https:\/\/docs.aws.amazon.com\/opensearch-service\/latest\/developerguide\/supported-plugins.html) | 2026-10-08 |\n| Claude \u306e\u69cb\u9020\u5316\u51fa\u529b\u3092 `output_config.format` \u306b `type: \"json_schema\"` \u3092\u6307\u5b9a\u3057\u3066\u4f7f\u3046\u3053\u3068\u3002`enum` \u304c\u4f7f\u3048\u308b\u3053\u3068 | [Claude Docs: Structured outputs](https:\/\/platform.claude.com\/docs\/en\/build-with-claude\/structured-outputs) | 2026-10-08 |\n| \u8077\u696d\u5b89\u5b9a\u6cd5\u7b2c5\u6761\u306e5\u3067\u3001\u52b4\u50cd\u8005\u306e\u52df\u96c6\u3092\u884c\u3046\u8005\u306a\u3069\u304c\u3001\u6c42\u8077\u8005\u7b49\u306e\u500b\u4eba\u60c5\u5831\u3092\u696d\u52d9\u306e\u76ee\u7684\u306e\u9054\u6210\u306b\u5fc5\u8981\u306a\u7bc4\u56f2\u5185\u3067\u3001\u76ee\u7684\u3092\u660e\u3089\u304b\u306b\u3057\u3066\u53ce\u96c6\u3057\u3001\u305d\u306e\u76ee\u7684\u306e\u7bc4\u56f2\u5185\u3067\u4fdd\u7ba1\u30fb\u4f7f\u7528\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3053\u3068\uff08\u672c\u4eba\u306e\u540c\u610f\u304c\u3042\u308b\u5834\u5408\u305d\u306e\u4ed6\u6b63\u5f53\u306a\u4e8b\u7531\u304c\u3042\u308b\u5834\u5408\u3092\u9664\u304f\uff09\u3001\u9069\u6b63\u306b\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u63aa\u7f6e\u3092\u8b1b\u3058\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3053\u3068 | [e-Gov \u6cd5\u4ee4API: \u8077\u696d\u5b89\u5b9a\u6cd5](https:\/\/laws.e-gov.go.jp\/api\/2\/law_data\/322AC0000000141) | 2026-10-08 |\n\n**\u904e\u53bb\u306e\u5fdc\u52df\u8005\u306e\u8a18\u9332\u3092\u3069\u3053\u307e\u3067\u7167\u5408\u306b\u4f7f\u3046\u304b\u3001\u4fdd\u5b58\u671f\u9593\u3092\u3069\u3046\u5b9a\u3081\u308b\u304b\u306f\u3001\u81ea\u793e\u306e\u500b\u4eba\u60c5\u5831\u306e\u53d6\u308a\u6271\u3044\u306e\u5b9a\u3081\u3068\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5c02\u9580\u5bb6\u306e\u52a9\u8a00\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** \u516c\u958b\u4ed5\u69d8\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u305f\u69cb\u6210\u3067\u3042\u308a\u3001\u5f53\u793e\u3067\u5b9f\u969b\u306b\u69cb\u7bc9\u30fb\u691c\u8a3c\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5de5\u6570\u306e\u6570\u5024\u306f\u30e2\u30c7\u30eb\u6761\u4ef6\u306b\u3088\u308b\u8a66\u7b97\u3067\u3059\u3002","featured":false,"priority_score":50,"footnotes":""},"uc_ai_model":[123,122,124],"uc_ai_service":[127,130,132],"uc_automation":[],"uc_industry":[24,22,21,33],"uc_department":[44],"uc_task":[64,57],"uc_issue":[71,68,72],"uc_effect":[83,82,81],"uc_ai_function":[90],"class_list":["post-14872","ai_usecase","type-ai_usecase","status-publish","hentry","uc_ai_model-chatgpt","uc_ai_model-claude","uc_ai_model-gemini","uc_ai_service-azure-ai","uc_ai_service-vertex-ai","uc_ai_service-opensearch","uc_industry-hr-staffing","uc_industry-retail","uc_industry-logistics","uc_industry-restaurant","uc_department-recruiting","uc_task-master-management","uc_task-information-search","uc_issue-short-staffed","uc_issue-cannot-find-info","uc_issue-check-errors","uc_effect-fewer-omissions","uc_effect-faster-response","uc_effect-faster-search","uc_ai_function-rag"],"_links":{"self":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14872","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase"}],"about":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/types\/ai_usecase"}],"author":[{"embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/users\/5"}],"version-history":[{"count":0,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/ai_usecase\/14872\/revisions"}],"wp:attachment":[{"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/media?parent=14872"}],"wp:term":[{"taxonomy":"uc_ai_model","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_model?post=14872"},{"taxonomy":"uc_ai_service","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_service?post=14872"},{"taxonomy":"uc_automation","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_automation?post=14872"},{"taxonomy":"uc_industry","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_industry?post=14872"},{"taxonomy":"uc_department","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_department?post=14872"},{"taxonomy":"uc_task","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_task?post=14872"},{"taxonomy":"uc_issue","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_issue?post=14872"},{"taxonomy":"uc_effect","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_effect?post=14872"},{"taxonomy":"uc_ai_function","embeddable":true,"href":"https:\/\/debono.co.jp\/media\/wp-json\/wp\/v2\/uc_ai_function?post=14872"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}