[ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/provenance", "@graph": [ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/assertion", "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/agent" } ], "http://www.w3.org/ns/prov#wasDerivedFrom": [ { "@id": "https://doi.org/10.48550/arXiv.2403.17532" } ] } ] }, { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/assertion", "@graph": [ { "@id": "https://doi.org/10.48550/arXiv.2403.17532", "http://purl.org/dc/terms/title": [ { "@value": "KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion" } ], "http://purl.org/spar/cito/describes": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KcGenre" } ], "http://purl.org/spar/cito/discusses": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#BertResNetReRank" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#CEAR" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#CEKFA" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#CaRe" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#ComplEx" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#ConvE" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KG-BERT" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KGLLM" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KGS2S" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#LP-RP-RR" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#OKGIT" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#OKGSE" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#PKGC" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#PairRE" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RGCN" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#ResNet" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RotatE" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TAGREAL" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TransC" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TransE" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TuckER" }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#WWV" } ], "@type": [ "http://www.w3.org/ns/prov#Entity" ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KcGenre", "http://purl.org/dc/terms/subject": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion" } ], "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#comment": [ { "@value": "KC-GenRe is a novel knowledge-constrained generative re-ranking method for Knowledge Graph Completion (KGC). It uses LLMs to address the challenges of mismatch, misordering, and omission in KGC re-ranking by formulating it as a candidate identifier sorting generation problem, and integrating knowledge-guided interactive training and knowledge-augmented constrained inference." } ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "KC-GenRe" } ], "https://neverblink.eu/ontologies/llm-kg/hasTopCategory": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#BertResNetReRank", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "BertResNet-ReRank" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#CEAR", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "CEAR" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#CEKFA", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "CEKFA" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#CaRe", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "CaRe" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#ComplEx", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "ComplEx" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#ConvE", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "ConvE" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KG-BERT", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "KG-BERT" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KGLLM", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "KG-LLM" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KGS2S", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "KG-S2S" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#LP-RP-RR", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "LP-RP-RR" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#OKGIT", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "OKGIT" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#OKGSE", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "OKGSE" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#PKGC", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "PKGC" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#PairRE", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "PairRE" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RGCN", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "R-GCN" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#ResNet", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "ResNet" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RotatE", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "RotatE" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TAGREAL", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "TAGREAL" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TransC", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "TransC" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TransE", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "TransE" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TuckER", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "TuckER" } ] }, { "@id": "https://neverblink.eu/ontologies/llm-kg/methods#WWV", "@type": [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "WWV" } ] } ] }, { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/pubinfo", "@graph": [ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo", "http://purl.org/dc/terms/created": [ { "@value": "2026-02-26T16:31:55.189Z", "@type": "http://www.w3.org/2001/XMLSchema#dateTime" } ], "http://purl.org/dc/terms/creator": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/agent" } ], "http://purl.org/nanopub/x/hasNanopubType": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult" } ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "LLM-KG assessment for paper 10.48550/arXiv.2403.17532" } ] }, { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/sig", "http://purl.org/nanopub/x/hasAlgorithm": [ { "@value": "RSA" } ], "http://purl.org/nanopub/x/hasPublicKey": [ { "@value": "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" } ], "http://purl.org/nanopub/x/hasSignature": [ { "@value": "bDWreelNMTVyID6QeqZ6VSrAazQMx37/aR0zD9SefJNOxMy6K55GXxFDp+SNNGViJm7naI28MDzaJHPVXxkYNnLVz/GnYpbSWlzuWnQWlPwX3SSIv1vy/MwZMiNpSkhg7r2I4xiEo3bOjafJC58roJbrarlZT9qg22SRQUzhb6o5oDnZWTQLSgxYqZRzRF0Qe/Jz8F2UMX/pZqIBor6mPm02fEOxr90+6BGrmlOTLgS9Plxeu8TsgpjnxrGh1prdesS2M8tAZTfrXud4xO/l2kJu+BTIEVKhMvRLU+ZrEhkBbaqaOX2764FaGv2TEc3Vibbe7acMKYswJkLTLCeQDQ==" } ], "http://purl.org/nanopub/x/hasSignatureTarget": [ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo" } ], "http://purl.org/nanopub/x/signedBy": [ { "@id": "https://neverblink.eu/ontologies/llm-kg/agent" } ] } ] }, { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/Head", "@graph": [ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo", "http://www.nanopub.org/nschema#hasAssertion": [ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/assertion" } ], "http://www.nanopub.org/nschema#hasProvenance": [ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/provenance" } ], "http://www.nanopub.org/nschema#hasPublicationInfo": [ { "@id": "https://w3id.org/np/RAjEF3n0zc6pB1T3iiebbag3FP6XH7rWG9mnYiLS3mmbo/pubinfo" } ], "@type": [ "http://www.nanopub.org/nschema#Nanopublication" ] } ] } ]