https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/Head https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/assertion https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/provenance https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/pubinfo https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/assertion https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/dc/terms/title Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThoughtPrompting https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ChatKBQA https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#KBBINDER https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#RoG https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#SelfConsistency https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#StandardPrompting https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#StructGPT https://doi.org/10.48550/arXiv.2404.14741 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ToG https://doi.org/10.48550/arXiv.2404.14741 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#ChainOfThoughtPrompting http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThoughtPrompting http://www.w3.org/2000/01/rdf-schema#label Chain-of-Thought (CoT) prompting https://neverblink.eu/ontologies/llm-kg/methods#ChatKBQA http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ChatKBQA http://www.w3.org/2000/01/rdf-schema#label ChatKBQA https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGQuestionAnswering https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph http://www.w3.org/2000/01/rdf-schema#comment GoG is a training-free method designed for Incomplete Knowledge Graph Question Answering (IKGQA). It treats the LLM as both an agent to explore KGs and as a knowledge source to generate new factual triples when existing KG knowledge is insufficient. The method's Thinking-Searching-Generating framework enables the LLM to bridge knowledge gaps and answer questions that conventional KGQA methods fail on due to KG incompleteness. https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph http://www.w3.org/2000/01/rdf-schema#label Generate-on-Graph (GoG) https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph https://neverblink.eu/ontologies/llm-kg/hasTopCategory https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG 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://neverblink.eu/ontologies/llm-kg/methods#KBBINDER http://www.w3.org/2000/01/rdf-schema#label KB-BINDER https://neverblink.eu/ontologies/llm-kg/methods#RoG http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#RoG http://www.w3.org/2000/01/rdf-schema#label RoG https://neverblink.eu/ontologies/llm-kg/methods#SelfConsistency http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#SelfConsistency http://www.w3.org/2000/01/rdf-schema#label Self-Consistency (SC) https://neverblink.eu/ontologies/llm-kg/methods#StandardPrompting http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#StandardPrompting http://www.w3.org/2000/01/rdf-schema#label Standard Prompting (IO prompt) 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://neverblink.eu/ontologies/llm-kg/methods#StructGPT http://www.w3.org/2000/01/rdf-schema#label StructGPT 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://neverblink.eu/ontologies/llm-kg/methods#ToG http://www.w3.org/2000/01/rdf-schema#label ToG https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/provenance https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/assertion http://www.w3.org/ns/prov#wasAttributedTo https://neverblink.eu/ontologies/llm-kg/agent https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://doi.org/10.48550/arXiv.2404.14741 https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/pubinfo https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E http://purl.org/dc/terms/created 2026-02-25T16:54:32.685Z https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E http://purl.org/dc/terms/creator https://neverblink.eu/ontologies/llm-kg/agent https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/sig http://purl.org/nanopub/x/hasSignature AtrnOC7YUS7yraYwJrrJE4CAIuVKG5N/dWLHJNnH2ZSkqeMZsz2Xq0Z5WpSidbkmmrXoYZBgv2NYSO/8o2tMv/Eqe17twc+eCTuXCoGIAlPW/RfkWgWLa6BmejmBSNzxfEGrFaUQe0XIj5TXorl3xb7t8Bd1jRQU2Yon4N+S02ovMH+XjlluI+j/iFvB0U1OHzvxA7xLavtURkPYDRXWVjDAEBPqhYZpiSVLblqz/Qvl4u8BjCiRlO8HB8CqFWllXvGDGmFbiaYHruQefvl8s1RJcCk583ZvN/thKd4cWY/W+0W6UTgUlqWxQaOHmFUrfbLLa8YMyoEOpMC1ouy2rg== https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/sig http://purl.org/nanopub/x/signedBy https://neverblink.eu/ontologies/llm-kg/agent