[ { "@graph" : [ { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ", "@type" : [ "http://www.nanopub.org/nschema#Nanopublication" ], "http://www.nanopub.org/nschema#hasAssertion" : [ { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/assertion" } ], "http://www.nanopub.org/nschema#hasProvenance" : [ { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/provenance" } ], "http://www.nanopub.org/nschema#hasPublicationInfo" : [ { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/pubinfo" } ] } ], "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/Head" }, { "@graph" : [ { "@id" : "https://doi.org/10.48550/arXiv.2508.12393", "@type" : [ "http://www.w3.org/ns/prov#Entity" ], "http://purl.org/dc/terms/title" : [ { "@value" : "MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph" } ], "http://purl.org/spar/cito/describes" : [ { "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#MedKGent" } ], "http://purl.org/spar/cito/discusses" : [ { "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#RetrievalAugmentedGeneration" } ] }, { "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#MedKGent", "@type" : [ "http://purl.org/spar/fabio/Workflow" ], "http://purl.org/dc/terms/subject" : [ { "@id" : "https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction" } ], "http://www.w3.org/2000/01/rdf-schema#comment" : [ { "@value" : "MedKGent is a novel LLM agent framework designed to construct a temporally evolving medical knowledge graph. It comprises an Extractor Agent (which uses an LLM for relation extraction, sampling-based confidence estimation, and entity enrichment) and a Constructor Agent (which uses an LLM for incremental integration, confidence updates, and conflict resolution), leveraging LLMs to directly improve KG construction tasks." } ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "MedKGent" } ], "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#RetrievalAugmentedGeneration", "@type" : [ "http://purl.org/spar/fabio/Workflow" ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "Retrieval-Augmented Generation" } ] } ], "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/assertion" }, { "@graph" : [ { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/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.2508.12393" } ] } ], "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/provenance" }, { "@graph" : [ { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ", "http://purl.org/dc/terms/created" : [ { "@type" : "http://www.w3.org/2001/XMLSchema#dateTime", "@value" : "2026-02-26T15:31:40.719Z" } ], "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.2508.12393" } ] }, { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/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" : "EqsXrt/AIGMFFG06hOq19ZJxHYaKtbk9nqDDtLvgYFHkjYfVe+F1aN561qnB8xaDsNuRxbmz5cpmAlc9xeBwlECNCnY8hLnxQGl+BHZYid9TwmYEgucSd6DlXMAtMpahze74jT9msfx2h5WHFwNUatzqbcn+0MKastTF9AQv+QmOFVRYNt3rKUVSighFohvkh5bni+NxGmVcXg2AVjPvumaGxIcG3jR7TRXj/Lu9QONUcNVgxG+T474lVa75FaR/PlgJMteKooXOMBDzOGck/DbyECGwlJd9/LovHXaby+7pU6Qsit+saS36N8oTPCJuNwj4Xs/WJet4vx/wDFTxaA==" } ], "http://purl.org/nanopub/x/hasSignatureTarget" : [ { "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ" } ], "http://purl.org/nanopub/x/signedBy" : [ { "@id" : "https://neverblink.eu/ontologies/llm-kg/agent" } ] } ], "@id" : "https://w3id.org/np/RA6RUsHuGcVu1_YT3yiX9ao0olTW1fHBu2MAe42QXd2tQ/pubinfo" } ]