<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://www.nanopub.org/nschema#hasAssertion> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/Head> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://www.nanopub.org/nschema#hasProvenance> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/provenance> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/Head> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://www.nanopub.org/nschema#hasPublicationInfo> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/Head> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.nanopub.org/nschema#Nanopublication> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/Head> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/dc/terms/title> "Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#SelfReflectivePlanning> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#Flexkbqa> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#KbBinder> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#Readi> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#SrNsmE2e> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#StructGpt> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#TIARA> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#ToG> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#TransferNet> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://doi.org/10.48550/arXiv.2505.19410> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/ns/prov#Entity> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#Flexkbqa> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#Flexkbqa> <http://www.w3.org/2000/01/rdf-schema#label> "Flexkbqa" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#KbBinder> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#KbBinder> <http://www.w3.org/2000/01/rdf-schema#label> "KB-BINDER" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#Readi> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#Readi> <http://www.w3.org/2000/01/rdf-schema#label> "Readi" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#SelfReflectivePlanning> <http://purl.org/dc/terms/subject> <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#SelfReflectivePlanning> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#SelfReflectivePlanning> <http://www.w3.org/2000/01/rdf-schema#comment> "SRP is a novel framework that synergizes LLMs with KGs through iterative, reference-guided reasoning during the inference stage. It aims to enhance LLM reasoning reliability for question answering by enabling LLMs to plan and reflect on reasoning paths using structured knowledge from KGs, thereby addressing issues like hallucination and factual inconsistency." <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#SelfReflectivePlanning> <http://www.w3.org/2000/01/rdf-schema#label> "Self-Reflective Planning (SRP)" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#SelfReflectivePlanning> <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#KGEnhancedLLM> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#SrNsmE2e> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#SrNsmE2e> <http://www.w3.org/2000/01/rdf-schema#label> "SR+NSM+E2E" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#StructGpt> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#StructGpt> <http://www.w3.org/2000/01/rdf-schema#label> "StructGPT" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#TIARA> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#TIARA> <http://www.w3.org/2000/01/rdf-schema#label> "TIARA" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#ToG> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#ToG> <http://www.w3.org/2000/01/rdf-schema#label> "ToG" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#TransferNet> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#TransferNet> <http://www.w3.org/2000/01/rdf-schema#label> "TransferNet" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> <http://www.w3.org/ns/prov#wasAttributedTo> <https://neverblink.eu/ontologies/llm-kg/agent> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/provenance> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/assertion> <http://www.w3.org/ns/prov#wasDerivedFrom> <https://doi.org/10.48550/arXiv.2505.19410> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/provenance> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://purl.org/dc/terms/created> "2026-02-26T16:26:20.759Z"^^<http://www.w3.org/2001/XMLSchema#dateTime> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://purl.org/dc/terms/creator> <https://neverblink.eu/ontologies/llm-kg/agent> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://purl.org/nanopub/x/hasNanopubType> <https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <http://www.w3.org/2000/01/rdf-schema#label> "LLM-KG assessment for paper 10.48550/arXiv.2505.19410" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/sig> <http://purl.org/nanopub/x/hasAlgorithm> "RSA" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/sig> <http://purl.org/nanopub/x/hasPublicKey> "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/sig> <http://purl.org/nanopub/x/hasSignature> "KVlTgisToMsieMyVy1qog7QGnFO4gAOSAYPnDN+FpxdzRqRitjMDmdpComb+EytVu1V2z3rvAs8azrzfeBUYX8vEwMv+hYbzew9Z1C1KCUDl6nK6LuY3RjirAp82QFlGJjY9GNVirBXLVUt4/wmLmViSG6x5xH6s/1SyCDgLpQJCqL41W9ANqEf6EpxVSwAc0J9PUX+YundKsKFQQyHAPntso0duh54pJHaJ03l0ip5PNwyuoJQW10CglLMQ7G0lqLdhmpH+vmofAeE0BHo3bplBLenEIdtK96iAIwat1Qp42/ojO4W7x4oJY6qsjxBBcPSq7/eoARV2aI/Wz0zLMQ==" <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/sig> <http://purl.org/nanopub/x/hasSignatureTarget> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .
<https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/sig> <http://purl.org/nanopub/x/signedBy> <https://neverblink.eu/ontologies/llm-kg/agent> <https://w3id.org/np/RAHGdGjqIGJgy3FJRtd7L719FKfMihdGTXhhQwxfZBuvE/pubinfo> .