<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://www.nanopub.org/nschema#hasAssertion> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/Head> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://www.nanopub.org/nschema#hasProvenance> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/provenance> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/Head> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://www.nanopub.org/nschema#hasPublicationInfo> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/Head> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.nanopub.org/nschema#Nanopublication> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/Head> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/dc/terms/title> "CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#CogMG> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#ChenEtAl2021KBQA> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#InformationExtraction> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#KBBINDER> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeGraphCompletion> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#KoPL> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#OpenIE> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#ReActAgentFramework> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://doi.org/10.48550/arXiv.2406.17231> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.w3.org/ns/prov#Entity> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#ChenEtAl2021KBQA> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#ChenEtAl2021KBQA> <http://www.w3.org/2000/01/rdf-schema#label> "Chen et al. 2021 KBQA Approach" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#CogMG> <http://purl.org/dc/terms/subject> <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#CogMG> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#CogMG> <http://www.w3.org/2000/01/rdf-schema#comment> "CogMG is a collaborative augmentation framework where an LLM acts as an agent to interact with a Knowledge Graph. It involves the LLM decomposing queries for the KG, completing missing knowledge triples using its internal parameters, and then verifying and integrating these new facts into the KG. This continuous feedback loop represents a synergistic reasoning process, where the LLM addresses knowledge gaps in the KG and leverages the enriched KG to improve its factualness in QA." <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#CogMG> <http://www.w3.org/2000/01/rdf-schema#label> "CogMG" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#CogMG> <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#SynergizedLLMKG> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#InformationExtraction> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#InformationExtraction> <http://www.w3.org/2000/01/rdf-schema#label> "Information Extraction" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/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/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#KBBINDER> <http://www.w3.org/2000/01/rdf-schema#label> "KB-BINDER" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeGraphCompletion> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeGraphCompletion> <http://www.w3.org/2000/01/rdf-schema#label> "Knowledge Graph Completion" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#KoPL> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#KoPL> <http://www.w3.org/2000/01/rdf-schema#label> "KoPL" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#OpenIE> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#OpenIE> <http://www.w3.org/2000/01/rdf-schema#label> "OpenIE" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#ReActAgentFramework> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/spar/fabio/Workflow> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://neverblink.eu/ontologies/llm-kg/methods#ReActAgentFramework> <http://www.w3.org/2000/01/rdf-schema#label> "ReAct Agent Framework" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> <http://www.w3.org/ns/prov#wasAttributedTo> <https://neverblink.eu/ontologies/llm-kg/agent> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/provenance> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/assertion> <http://www.w3.org/ns/prov#wasDerivedFrom> <https://doi.org/10.48550/arXiv.2406.17231> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/provenance> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://purl.org/dc/terms/created> "2026-02-26T15:18:12.559Z"^^<http://www.w3.org/2001/XMLSchema#dateTime> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://purl.org/dc/terms/creator> <https://neverblink.eu/ontologies/llm-kg/agent> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://purl.org/nanopub/x/hasNanopubType> <https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://purl.org/nanopub/x/supersedes> <https://w3id.org/np/RA9v-9d74dV2yZRJVkpEu9gtt9gRQI3Htrd1kw_jcx8Ps> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <http://www.w3.org/2000/01/rdf-schema#label> "LLM-KG assessment for paper 10.48550/arXiv.2406.17231" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/sig> <http://purl.org/nanopub/x/hasAlgorithm> "RSA" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/sig> <http://purl.org/nanopub/x/hasPublicKey> "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/sig> <http://purl.org/nanopub/x/hasSignature> "hFdeW6w4RtguqcuGZhZ1PR6rq+3o3+JwAkBtaEaeKlo5I1S6UEY12B3C6vXQs0MZXVaw21Ak4AVHcZJ+cwkH3J660eJXVocJ8jlgZPHOYMke2w80Qmou5LPJJKQoelQdyVFZ7Zlg7HQrtZN8pjmtWqsmu2LMH9WTR53DCdpH8Lf2AVH1eC1H4aF7MkaHxjc2pr5JE3+mUZqvba90ne4F5EKSfVhRrJhplQrKM1hLjkv6swoxIr4AbVeRCHBzjA+p/NZ8SS13KJUmcN4u+tuvZfhLxFfN77hbrtv67ouVFQBQ/fMxufAlmMx9aQcajuos1ICgVjfzXmst/gfrPSDm9w==" <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/sig> <http://purl.org/nanopub/x/hasSignatureTarget> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .
<https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/sig> <http://purl.org/nanopub/x/signedBy> <https://neverblink.eu/ontologies/llm-kg/agent> <https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo/pubinfo> .