https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY/Head https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY/assertion https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY/provenance https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY/pubinfo https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAr0WE_dRbNPG4hMMVQWGPZmxRoEEjyyV7vu7bpX56CnY/assertion https://doi.org/10.48550/arXiv.2502.12767 http://purl.org/dc/terms/title R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs https://doi.org/10.48550/arXiv.2502.12767 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#R2KGDualAgentFramework https://doi.org/10.48550/arXiv.2502.12767 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#R2KGSingleAgentVersion https://doi.org/10.48550/arXiv.2502.12767 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#KGGPT https://doi.org/10.48550/arXiv.2502.12767 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ToG https://doi.org/10.48550/arXiv.2502.12767 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#KGGPT http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#KGGPT http://www.w3.org/2000/01/rdf-schema#label KG-GPT https://neverblink.eu/ontologies/llm-kg/methods#R2KGDualAgentFramework http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning https://neverblink.eu/ontologies/llm-kg/methods#R2KGDualAgentFramework http://purl.org/spar/fabio/hasURL https://github.com/ekrxjwh2009/R2-KG.git https://neverblink.eu/ontologies/llm-kg/methods#R2KGDualAgentFramework http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#R2KGDualAgentFramework http://www.w3.org/2000/01/rdf-schema#comment This method proposes a novel dual-agent system where LLMs (Operator for evidence collection, Supervisor for judgment) iteratively interact with a Knowledge Graph to perform general-purpose, reliable reasoning. 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