{"id":123,"date":"2022-05-05T13:40:51","date_gmt":"2022-05-05T11:40:51","guid":{"rendered":"https:\/\/kairntech.com\/doc\/?p=123"},"modified":"2025-07-30T12:42:17","modified_gmt":"2025-07-30T10:42:17","slug":"how-to-use-entities-suggestions","status":"publish","type":"post","link":"https:\/\/kairntech.com\/doc\/how-to-use-entities-suggestions\/","title":{"rendered":"How to use entity suggestions?"},"content":{"rendered":"\n<p>Start annotating manually. At least 5 or 10 annotations per label. <\/p>\n\n\n\n<p>The system will observe what is happening and after a while start to&nbsp;<strong>train a first model<\/strong>&nbsp;using your annotation so far in order to calculate \u201c<strong>suggestions<\/strong>\u201d. <\/p>\n\n\n\n<p>You may want to continue even after the first appearance of the blue \u201cpop up\u201c announces that suggestions have been computed (see <a href=\"https:\/\/kairntech.com\/doc\/faq\/#suggestions\" target=\"_blank\" rel=\"noreferrer noopener\">What is a suggestion?<\/a>).<\/p>\n\n\n\n<p>After a decent amount of annotations (at least 10 for the simplest scenario), <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Go to the&nbsp;<em>Suggestions <\/em>view as below:<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"470\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-185-1024x470.png\" alt=\"\" class=\"wp-image-5123\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-185-1024x470.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-185-300x138.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-185-768x353.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-185-1536x705.png 1536w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-185.png 1917w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Accept\/reject\/correct<\/strong> the suggested annotations (green check, red cross\u2026). Each time you click on accept or reject, it is the annotation on the on the top that is accepted\/rejected. It is also the only one annotation in the suggestion that have a solid color.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"391\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-186-1024x391.png\" alt=\"\" class=\"wp-image-5125\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-186-1024x391.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-186-300x114.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-186-768x293.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-186.png 1316w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Make sure your segment is <strong>properly annotated<\/strong>: no false annotations, no missing annotations, no <a data-type=\"URL\" data-id=\"https:\/\/kairntech.com\/doc\/faq\/#inconsistencies\" href=\"https:\/\/kairntech.com\/doc\/faq\/#inconsistencies\">inconsistencies<\/a>. Annotate <a href=\"https:\/\/kairntech.com\/doc\/how-to-annotate-entities-manually\/\">manually<\/a> directly in the <em>Suggestions <\/em>view if necessary.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Filter <\/strong>the list of suggestions you want to work on<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"614\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-187-1024x614.png\" alt=\"\" class=\"wp-image-5127\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-187-1024x614.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-187-300x180.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-187-768x461.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-187.png 1460w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Validate&nbsp;<\/strong>the segment (or document): It will be&nbsp;<strong>added&nbsp;<\/strong>to the&nbsp;<strong>dataset<\/strong> with its&nbsp;<strong>annotation&nbsp;<\/strong>and&nbsp;<strong>be used in subsequent training runs<\/strong><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"410\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-188-1024x410.png\" alt=\"\" class=\"wp-image-5133\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-188-1024x410.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-188-300x120.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-188-768x308.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-188.png 1503w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The suggestion engine is <strong>updated <\/strong>after few validations.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image is-style-default\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"910\" height=\"453\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/03\/image-54.png\" alt=\"\" class=\"wp-image-3044\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/03\/image-54.png 910w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/03\/image-54-300x149.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2023\/03\/image-54-768x382.png 768w\" sizes=\"auto, (max-width: 910px) 100vw, 910px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Sort suggestions according to their <strong>confidence level score<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"846\" height=\"377\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-22.png\" alt=\"\" class=\"wp-image-245\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-22.png 846w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-22-300x134.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-22-768x342.png 768w\" sizes=\"auto, (max-width: 846px) 100vw, 846px\" \/><figcaption class=\"wp-element-caption\">Sorting suggestions<\/figcaption><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>Increase the <strong>context <\/strong>of the segment if necessary<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"458\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-196-1024x458.png\" alt=\"\" class=\"wp-image-5151\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-196-1024x458.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-196-300x134.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-196-768x343.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-196.png 1478w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Move to a <strong>document view<\/strong> in the suggestion user interface. Entities validation is only on the segment. The rest of the text is greyed. <\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"503\" src=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-197-1024x503.png\" alt=\"\" class=\"wp-image-5159\" srcset=\"https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-197-1024x503.png 1024w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-197-300x147.png 300w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-197-768x377.png 768w, https:\/\/kairntech.com\/doc\/wp-content\/uploads\/sites\/2\/2022\/05\/image-197.png 1466w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Let&#8217;s move on to the next step:<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-kairntech-documentation wp-block-embed-kairntech-documentation\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"TAgKEuX35A\"><a href=\"https:\/\/kairntech.com\/doc\/how-to-review-a-dataset\/\">How to review your dataset?<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8220;How to review your dataset?&#8221; &#8212; Kairntech Documentation\" src=\"https:\/\/kairntech.com\/doc\/how-to-review-a-dataset\/embed\/#?secret=EB2PyNpjDL#?secret=TAgKEuX35A\" data-secret=\"TAgKEuX35A\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Start annotating manually. At least 5 or 10 annotations per label. The system will observe what is happening and after a while start to&nbsp;train a first model&nbsp;using your annotation so far in order to calculate \u201csuggestions\u201d. You may want to continue even after the first appearance of the blue \u201cpop up\u201c announces that suggestions have [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-123","post","type-post","status-publish","format-standard","hentry","category-getting-started"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to use entity suggestions? - Kairntech Documentation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kairntech.com\/doc\/how-to-use-entities-suggestions\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to use entity suggestions? - Kairntech Documentation\" \/>\n<meta property=\"og:description\" content=\"Start annotating manually. 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