https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/Head https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/assertion https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/provenance https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/pubinfo https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/assertion https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/dc/terms/title LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#LkdKgc https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#AdaKgc https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#AutoKg https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#BiLstmCrf https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#CoTOntology https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#Comet https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#Edc https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#Kbte https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#Rap https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#Rebel https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#SacKg https://doi.org/10.48550/arXiv.2505.24163 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#TkgCon https://doi.org/10.48550/arXiv.2505.24163 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/ns/prov#Entity https://neverblink.eu/ontologies/llm-kg/methods#AdaKgc http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#AdaKgc http://www.w3.org/2000/01/rdf-schema#label AdaKGC https://neverblink.eu/ontologies/llm-kg/methods#AutoKg http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#AutoKg http://www.w3.org/2000/01/rdf-schema#label AutoKG https://neverblink.eu/ontologies/llm-kg/methods#BiLstmCrf http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#BiLstmCrf http://www.w3.org/2000/01/rdf-schema#label BiLSTM-CRF https://neverblink.eu/ontologies/llm-kg/methods#CoTOntology http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#CoTOntology http://www.w3.org/2000/01/rdf-schema#label CoT-Ontology https://neverblink.eu/ontologies/llm-kg/methods#Comet http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#Comet http://www.w3.org/2000/01/rdf-schema#label COMET https://neverblink.eu/ontologies/llm-kg/methods#Edc http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#Edc http://www.w3.org/2000/01/rdf-schema#label EDC (Extract-Define-Canonicalize) https://neverblink.eu/ontologies/llm-kg/methods#Kbte http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#Kbte http://www.w3.org/2000/01/rdf-schema#label KBTE https://neverblink.eu/ontologies/llm-kg/methods#LkdKgc http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction https://neverblink.eu/ontologies/llm-kg/methods#LkdKgc http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#LkdKgc http://www.w3.org/2000/01/rdf-schema#comment LKD-KGC is a novel framework for unsupervised domain-specific Knowledge Graph Construction. It leverages LLMs to infer knowledge dependencies, prioritize document processing, autoregressively generate entity schemas, and extract entities and relationships. The method directly enhances the KG construction task by employing LLMs in multiple stages, fitting the definition of LLM-Augmented KG Construction. https://neverblink.eu/ontologies/llm-kg/methods#LkdKgc http://www.w3.org/2000/01/rdf-schema#label LKD-KGC (LLM-driven Knowledge Dependency Parsing for Domain-specific Knowledge Graph Construction) https://neverblink.eu/ontologies/llm-kg/methods#LkdKgc https://neverblink.eu/ontologies/llm-kg/hasTopCategory https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG https://neverblink.eu/ontologies/llm-kg/methods#Rap http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#Rap http://www.w3.org/2000/01/rdf-schema#label RAP https://neverblink.eu/ontologies/llm-kg/methods#Rebel http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#Rebel http://www.w3.org/2000/01/rdf-schema#label REBEL https://neverblink.eu/ontologies/llm-kg/methods#SacKg http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#SacKg http://www.w3.org/2000/01/rdf-schema#label SAC-KG https://neverblink.eu/ontologies/llm-kg/methods#TkgCon http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#TkgCon http://www.w3.org/2000/01/rdf-schema#label TKGCon https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/provenance https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/assertion http://www.w3.org/ns/prov#wasAttributedTo https://neverblink.eu/ontologies/llm-kg/agent https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://doi.org/10.48550/arXiv.2505.24163 https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/pubinfo https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://purl.org/dc/terms/created 2026-02-26T15:51:01.244Z https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://purl.org/dc/terms/creator https://neverblink.eu/ontologies/llm-kg/agent https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://purl.org/nanopub/x/hasNanopubType https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE http://www.w3.org/2000/01/rdf-schema#label LLM-KG assessment for paper 10.48550/arXiv.2505.24163 https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/sig http://purl.org/nanopub/x/hasSignature Pakx47XSZCfgqDSuD57cMWDKUC2H/zgayPCo83N9j6KQTiun2FQlSCXnFfYAwQonGcwzfKoUo3ahXeC6kKUmaTJWAGrvSGiqLK/1V3emBHKcmmeQ4LaamLkSLfgxVNyLPJ2PumubyFktpiDyrCSpaBVwmIraIgExzDArgqxBpTJVBVrqVlZwzRparxoEyi/K2RnvaOTxs+HfENUtqn5VjXDozBcAZZ3mP/p+Tj+7cbsaqY+wm9CHwCN7o9/N2hTItUQBZV19mXSXVR4EGd9buqUse2zlpdm4/lxuxoVqEyCD6TKxCsJ0dILX55U1ii70ND/5y9lpiBxFoHf5S0jpkw== https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE https://w3id.org/np/RAz32b-jZp2dWiFroMxSMdcCrRUfT0JLyX52tsA92kiLE/sig http://purl.org/nanopub/x/signedBy https://neverblink.eu/ontologies/llm-kg/agent