https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/Head https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/assertion https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/provenance https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/pubinfo https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/assertion https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/dc/terms/title Knowledge Graph Large Language Model (KG-LLM) for Link Prediction https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#Analogy https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#CompleX https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ConGlr https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ConvRot https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#DistMult https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#GraphEdit https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#InstructGraph https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#KgLlmAblationFramework https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#MuseGraph https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#Rescal https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#TransE https://doi.org/10.48550/arXiv.2403.07311 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#WsGat https://doi.org/10.48550/arXiv.2403.07311 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#Analogy http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#Analogy http://www.w3.org/2000/01/rdf-schema#label Analogy https://neverblink.eu/ontologies/llm-kg/methods#CompleX http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#CompleX http://www.w3.org/2000/01/rdf-schema#label CompleX https://neverblink.eu/ontologies/llm-kg/methods#ConGlr http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ConGlr http://www.w3.org/2000/01/rdf-schema#label ConGLR https://neverblink.eu/ontologies/llm-kg/methods#ConvRot http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ConvRot http://www.w3.org/2000/01/rdf-schema#label ConvRot https://neverblink.eu/ontologies/llm-kg/methods#DistMult http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#DistMult http://www.w3.org/2000/01/rdf-schema#label DistMult https://neverblink.eu/ontologies/llm-kg/methods#GraphEdit http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GraphEdit http://www.w3.org/2000/01/rdf-schema#label GraphEdit https://neverblink.eu/ontologies/llm-kg/methods#InstructGraph http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#InstructGraph http://www.w3.org/2000/01/rdf-schema#label InstructGraph https://neverblink.eu/ontologies/llm-kg/methods#KgLlmAblationFramework http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#KgLlmAblationFramework http://www.w3.org/2000/01/rdf-schema#label KG-LLM (ablation) framework https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework http://www.w3.org/2000/01/rdf-schema#comment The KG-LLM framework is a novel method that converts structured knowledge graph paths into natural language Chain-of-Thought (CoT) prompts. These prompts are then used to instruction fine-tune Large Language Models (LLMs) and integrate In-Context Learning (ICL) for enhancing multi-hop link and relation prediction in KGs. This method leverages LLMs to improve knowledge graph completion tasks. https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework http://www.w3.org/2000/01/rdf-schema#label Knowledge Graph Large Language Model (KG-LLM) Framework https://neverblink.eu/ontologies/llm-kg/methods#KgLlmFramework https://neverblink.eu/ontologies/llm-kg/hasTopCategory https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG https://neverblink.eu/ontologies/llm-kg/methods#MuseGraph http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#MuseGraph http://www.w3.org/2000/01/rdf-schema#label MuseGraph https://neverblink.eu/ontologies/llm-kg/methods#Rescal http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#Rescal http://www.w3.org/2000/01/rdf-schema#label RESCAL https://neverblink.eu/ontologies/llm-kg/methods#TransE http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#TransE http://www.w3.org/2000/01/rdf-schema#label TransE https://neverblink.eu/ontologies/llm-kg/methods#WsGat http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#WsGat http://www.w3.org/2000/01/rdf-schema#label wsGAT https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/provenance https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/assertion http://www.w3.org/ns/prov#wasAttributedTo https://neverblink.eu/ontologies/llm-kg/agent https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://doi.org/10.48550/arXiv.2403.07311 https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/pubinfo https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://purl.org/dc/terms/created 2026-02-26T15:15:19.201Z https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://purl.org/dc/terms/creator https://neverblink.eu/ontologies/llm-kg/agent https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://purl.org/nanopub/x/hasNanopubType https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://purl.org/nanopub/x/supersedes https://w3id.org/np/RAbmlZSAHz9d7WzSKH7aijHq6-GuUzOjoVBqtz3rvzu2s https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE http://www.w3.org/2000/01/rdf-schema#label LLM-KG assessment for paper 10.48550/arXiv.2403.07311 https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/sig http://purl.org/nanopub/x/hasSignature WUeNVKZTnnpfvDsRj9xrud8Pth1nc534EKiKfILWETRshkdKIb7OO+2cEkATv7VedNp52AMy05Z+WMOF4LTKjcuonoaSrqJxMnlQ1YSiFwkYMcg9IGrFEcmWWMAjVgeFoxQxNpRgW+fkpahNXcbJgmCo/gTyDX2Lun3BQpPzW2Q45jI1wxrLiCb7jP+qx+kzA5TXsYL5x92FBtgaRW9YjbgSi9Ua2xc52RdXO/4Rg6YcG+Z8lyrJqAZUyoBnUJGKH39ADwUxPT6l77TSs/IX9XCJkPRmAXqKdor+j85vX3U3RlcZlugo1c+XxWyO4exYzEM5ECnRWMOfEr7zau2t8Q== https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE https://w3id.org/np/RAtsoiWc5ZvdO9lft0xqhlYJoPJRdoCN-epHOOm4VSpZE/sig http://purl.org/nanopub/x/signedBy https://neverblink.eu/ontologies/llm-kg/agent