[{"data":1,"prerenderedAt":167},["ShallowReactive",2],{"project-47229931":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":10,"maker":11,"posted_at":12,"year":13,"points":14,"comments":15,"rank_in_year":16,"shown_in_year":17,"top":18,"tier":19,"category":20,"subcategory":21,"format":22,"keywords":23,"reception":28,"sentiment":29,"stance_mix":30,"scored_comments":32,"aspects":33,"strip":38,"post_text":39,"what":40,"said":66,"maker_in_thread":106,"shape":113,"grid":118,"attempts":131,"same_week":132,"maker_shows":114,"maker_hidden":160,"reader_version":161,"card":162},"47229931","Kanon 2 Enricher","the first hierarchical graphitization model","title","Show HN: Kanon 2 Enricher – the first hierarchical graphitization model","https:\u002F\u002Fisaacus.com\u002Fblog\u002Fkanon-2-enricher","isaacus.com","ubutler",1772528108,2026,10,6,3079,4366,71,"shown","ai","document knowledge graph model","api",[24,25,26,27],"knowledge graph","legal documents","entity extraction","document segmentation","quiet",null,{"positive":31,"neutral":31,"mixed":31,"critical":32},0,3,{"pricing":34,"privacy":36,"docs":37},{"positive":31,"critical":35},1,{"positive":31,"critical":35},{"positive":31,"critical":35},[35,31,35,31,35,31],"Hey HN,\nThis is Kanon 2 Enricher, the first hierarchical graphitization model. It represents an entirely new class of AI models designed to transform document corpora into rich, highly structured knowledge graphs.\n\nIn brief, our model is capable of:\n- Entity extraction, classification, and linking: identifying key entities like individuals, companies, governments, locations, dates, documents, and more, and classifying and linking them together.\n- Hierarchical segmentation: breaking a document up into its full hierarchy, including divisions, sections, subsections, paragraphs, and so on.\n- Text ",{"problem":41,"audience":47,"pricing":55,"motivation":29,"time_to_build":29,"stack":62,"openness":63,"stage":64,"team_size":65},{"value":42,"source":43,"evidence":44},"Transforming document corpora into structured knowledge graphs with entities, hierarchy and annotations","maker",[45],{"id":46},"post",{"value":48,"source":49,"evidence":50},"Legal and financial professionals and developers building on document data","inferred",[51,52],{"id":46},{"id":53,"by":11,"text":54},"47270138","FWIW we're planning on releasing a self-hostable version on AWS Marketplace quite soon followed by one on the Azure Marketplace. In both cases, deployments live entirely in your…",{"value":56,"source":43,"evidence":57},"Pricing published on docs site; self-hostable version planned on AWS and Azure marketplaces",[58,61],{"id":59,"by":11,"text":60},"47270150","> Also, you really want to tell people how to access it and what it costs. Or put up a \"call for quote\" if your market is large Enterprise budgets. Our pricing page can be found…",{"id":53,"by":11,"text":54},[],"paid","launched","unknown",{"praise":67,"objections":68,"requests":95,"questions":104,"alternatives":105},[],[69,77,81,88],{"value":70,"source":71,"evidence":72},"Claims of architectural superiority read as marketing","commenter",[73],{"id":74,"by":75,"text":76},"47268996","groby_b","\"Kanon 2 Enricher is an architectural masterpiece\" If you need to say it, any halfway seasoned engineer will assume it's not true. Also, you really want to tell people how to…",{"value":78,"source":71,"evidence":79},"Pricing and access not clearly stated on the site",[80],{"id":74,"by":75,"text":76},{"value":82,"source":71,"evidence":83},"Cloud payment requirement deters users who keep data in-house",[84],{"id":85,"by":86,"text":87},"47270087","monster_truck","This seems neat but it's not something I'm willing to try if anything has to leave my network. Soon as I see \"payment methods\" I'm closing the tab",{"value":89,"source":71,"evidence":90},"Use of the term graphitization is confusing",[91],{"id":92,"by":93,"text":94},"47269162","esafak","Graphitization... you keep using that word. I don't think it means you what you think it means. https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGraphitization You might want to call it a…",[96,100],{"value":97,"source":71,"evidence":98},"Make pricing and access more visible",[99],{"id":74,"by":75,"text":76},{"value":101,"source":71,"evidence":102},"Offer a self-hostable or air-gapped deployment",[103],{"id":85,"by":86,"text":87},[],[],{"comments":32,"answered":31,"key":107},[108,109,110],{"id":59,"text":60},{"id":53,"text":54},{"id":111,"text":112},"47270189","This is called a lexical innovation ;). https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLexical_innovation. We'd argue it makes a lot of sense to appropriate 'graphitization' as a term for a model…",{"commenters":114,"max_depth":115,"maker_replies":32,"first_comment_mins":116,"lifespan_hours":117},4,2,3794,66,[119,121,123,125,127,129],[74,31,35,120,75,31],"project\u002Fcritical\u002Fpricing",[59,31,31,122,11,35],"maker\u002Fneutral\u002Fpricing",[85,35,35,124,86,31],"project\u002Fcritical\u002Fprivacy",[53,35,31,126,11,35],"project\u002Fneutral\u002Fprivacy",[92,115,35,128,93,31],"project\u002Fcritical\u002Fdocs",[111,115,31,130,11,35],"maker\u002Fneutral\u002Fnone",[],[133,137,142,146,151,155],{"id":134,"name":135,"points":136,"category":20},"47224295","I built a sub-500ms latency voice agent from scratch",570,{"id":138,"name":139,"points":140,"category":141},"47164270","Terminal Phone",322,"security_privacy",{"id":143,"name":144,"points":145,"category":20},"47195123","Now I Get It",305,{"id":147,"name":148,"points":149,"category":150},"47220809","Govbase",219,"productivity",{"id":152,"name":153,"points":154,"category":20},"47212576","Timber",207,{"id":156,"name":157,"points":158,"category":159},"47180083","RetroTick",195,"dev_tools",false,"v2",{"id":163,"name":5,"line":6,"ai":160,"cat":20,"year":13,"points":14,"comments":15,"rec":28,"s":29,"top":18,"kw":164,"maker":11,"domain":10,"tier":19,"attempts":31,"strip":165,"url":9,"mix":166,"praise":-1,"objection":70,"sub":21},47229931,[24,25,26,27],"101010",[31,31,31,32],1793991146338]