https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA/Head https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA/assertion https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA/provenance https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA/pubinfo https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAi6yt_JdzMeoA_n1XL1oI6E1qJv2m0oOqHO_uMUt4lFA/assertion https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/dc/terms/title Grounding LLM Reasoning with Knowledge Graphs https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#GroundingLLMReasoningAgent https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#GroundingLLMReasoningAutomaticGraphExploration https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThought https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#GraphCoTAgent https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#GraphOfThought https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#TextRAG https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#TreeOfThought https://doi.org/10.48550/arXiv.2502.13247 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ZeroShot https://doi.org/10.48550/arXiv.2502.13247 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#ChainOfThought http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThought http://www.w3.org/2000/01/rdf-schema#label Chain-of-Thought (CoT) https://neverblink.eu/ontologies/llm-kg/methods#GraphCoTAgent http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GraphCoTAgent http://www.w3.org/2000/01/rdf-schema#label Graph CoT (Agent) https://neverblink.eu/ontologies/llm-kg/methods#GraphOfThought http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GraphOfThought http://www.w3.org/2000/01/rdf-schema#label Graph-of-Thought (GoT) https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG http://www.w3.org/2000/01/rdf-schema#label Graph RAG https://neverblink.eu/ontologies/llm-kg/methods#GroundingLLMReasoningAgent http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning https://neverblink.eu/ontologies/llm-kg/methods#GroundingLLMReasoningAgent http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GroundingLLMReasoningAgent http://www.w3.org/2000/01/rdf-schema#comment This method proposes an LLM-based agent that interacts with a Knowledge Graph in an interleaved sequence of thought, action, and retrieved data. 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