{"id":687,"date":"2026-02-21T10:31:11","date_gmt":"2026-02-21T10:31:11","guid":{"rendered":"https:\/\/superact.ai\/media\/?post_type=llmo_toranomaki&#038;p=687"},"modified":"2026-03-17T12:07:23","modified_gmt":"2026-03-17T12:07:23","slug":"recognition-structure","status":"publish","type":"llmo_toranomaki","link":"https:\/\/superact.ai\/media\/llmo\/recognition-structure\/","title":{"rendered":"LLM\u8a8d\u8b58\u69cb\u9020\u307e\u3068\u3081 \u2015 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class=\"wp-block-heading\">\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5206\u88c2\u3068\u306f\uff1f<\/h4>\n\n\n\n<p>\u672c\u6765\u4e00\u3064\u3067\u3042\u308b\u306f\u305a\u306e\u30d6\u30e9\u30f3\u30c9\u304c\u3001AI\u5185\u90e8\u3067\u8907\u6570\u306eID\u3068\u3057\u3066\u4fdd\u6301\u3055\u308c\u3066\u3057\u307e\u3046\u72b6\u614b\u3092\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5206\u88c2\u3068\u547c\u3073\u307e\u3059\u3002<br>\u7565\u79f0\u30fb\u6cd5\u4eba\u540d\u30fb\u5225\u8868\u8a18\u30fb\u8a34\u6c42\u540d\u306a\u3069\u304c\u7d71\u5408\u3055\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u610f\u5473\u3084\u8a55\u4fa1\u304c\u5206\u6563\u3057\u3001\u5b58\u5728\u611f\u304c\u5f31\u307e\u308a\u307e\u3059\u3002<br>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5206\u88c2\u304c\u8d77\u304d\u308b\u3068\u3001\u610f\u5473\u306e\u96c6\u4e2d\u304c\u5931\u308f\u308c\u3001LLM\u304b\u3089\u306e\u60f3\u8d77\u78ba\u7387\u304c\u4e0b\u304c\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<br><br>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u5206\u88c2\u3068\u305d\u306e\u6291\u6b62\u7b56\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-toka wp-block-embed-toka\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/superact.ai\/media\/llmo\/what-is-entity-split\/\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e8c\u5c64\uff1a\u30ab\u30c6\u30b4\u30ea<\/h3>\n\n\n\n<p>LLM\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u5fc5\u305a\u4f55\u3089\u304b\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u914d\u7f6e\u3057\u3066\u7406\u89e3\u3057\u307e\u3059\u3002<br>\u30e6\u30fc\u30b6\u30fc\u304c\u554f\u3044\u3092\u767a\u3059\u308b\u3068\u3001LLM\u306f\u307e\u305a\u300c\u3053\u308c\u306f\u3069\u306e\u30ab\u30c6\u30b4\u30ea\u306e\u8a71\u304b\u300d\u3092\u5224\u5b9a\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5c5e\u3057\u3066\u3044\u308b\u3068\u8a8d\u8b58\u3055\u308c\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3060\u3051\u304c\u3001\u63a8\u85a6\u5019\u88dc\u3068\u306a\u308a\u307e\u3059\u3002<br>\u8a00\u3044\u63db\u3048\u308b\u3068\u3001\u30ab\u30c6\u30b4\u30ea\u306b\u5165\u308c\u306a\u3051\u308c\u3070\u3001\u305d\u3082\u305d\u3082\u63a8\u85a6\u5019\u88dc\u306b\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"2841\" height=\"1232\" src=\"https:\/\/superact.ai\/media\/wp-content\/uploads\/2026\/02\/\u56f31.png\" alt=\"LLM\u306b\u304a\u3051\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u30a4\u30e1\u30fc\u30b8\" class=\"wp-image-729\" style=\"aspect-ratio:2.3060137021060645;width:623px;height:auto\"\/><figcaption class=\"wp-element-caption\">LLM\u306b\u304a\u3051\u308b\u30ab\u30c6\u30b4\u30ea\u306e\u30a4\u30e1\u30fc\u30b8<\/figcaption><\/figure>\n\n\n\n<p>\u305d\u306e\u305f\u3081\u3001LLMO\u3067\u306f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u610f\u56f3\u3057\u305f\u30ab\u30c6\u30b4\u30ea\u306b\u5165\u3063\u3066\u3044\u308b\u304b\u3082\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ab\u30c6\u30b4\u30ea\u306e\u8a73\u7d30\u3068\u6700\u9069\u5316\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306b\u8a18\u4e8b\u3067\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-toka wp-block-embed-toka\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/superact.ai\/media\/llmo\/llmo-category-design\/\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u7b2c\u4e09\u5c64\uff1a\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30fc<\/h3>\n\n\n\n<p>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30fc\u3068\u306f\u3001\u3042\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u5bfe\u3057\u3066\u7e70\u308a\u8fd4\u3057\u5171\u8d77\u3057\u3001\u610f\u5473\u7684\u306b\u8fd1\u63a5\u3057\u3066\u3044\u308b\u7279\u5fb4\u7fa4\u306e\u307e\u3068\u307e\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u300c\u521d\u5fc3\u8005\u306b\u304a\u3059\u3059\u3081\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u82f1\u4f1a\u8a71\u306f\uff1f\u300d\u3068\u3044\u3046\u554f\u3044\u306b\u5bfe\u3057\u3066\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u306f\u300c\u30aa\u30f3\u30e9\u30a4\u30f3\u82f1\u4f1a\u8a71\u300d\u3068\u306a\u308a\u3001\u305d\u306e\u30ab\u30c6\u30b4\u30ea\u306e\u4e2d\u306b\u300cABC\u30b9\u30af\u30fc\u30eb\u300d\u3068\u3044\u3046\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u3042\u308b\u3068\u3059\u308b\u3068\u3001\u305d\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u7d10\u3065\u3044\u305f\u300c\u521d\u5fc3\u8005\u5411\u3051\u300d\u300c\u4f4e\u4fa1\u683c\u300d\u300c\u9b45\u529b\u3042\u308b\u8b1b\u5e2b\u9663\u300d\u3068\u3044\u3063\u305f<strong>\u610f\u5473\u306e\u96c6\u5408\u304c\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30fc<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ab\u30c6\u30b4\u30ea\u306b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u5b58\u5728\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u554f\u3044\u306e\u610f\u56f3\u306b\u5408\u81f4\u3057\u305f\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30fc\u304c\u5f62\u6210\u3055\u308c\u3066\u3044\u306a\u3044\u9650\u308a\u306f\u3001LLM\u304b\u3089\u306e\u63a8\u85a6\u306f\u767a\u751f\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"386\" height=\"308\" src=\"https:\/\/superact.ai\/media\/wp-content\/uploads\/2026\/02\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-03-15-19.25.43.png\" alt=\"\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30fc\" class=\"wp-image-855\"\/><figcaption class=\"wp-element-caption\">\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30fc<\/figcaption><\/figure>\n\n\n\n<p>\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u6700\u9069\u306a\u8a2d\u8a08\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306b\u8a18\u4e8b\u3067\u8a73\u7d30\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-toka wp-block-embed-toka\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/superact.ai\/media\/llmo\/semantic-cluster-recommendation-structure\/\n<\/div><\/figure>\n\n\n\n<h2 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