@prefix this: <https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E> .
@prefix sub: <https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix pav: <http://purl.org/pav/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfg: <http://www.w3.org/2004/03/trix/rdfg-1/> .
@prefix dce: <http://purl.org/dc/elements/1.1/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix npx: <http://purl.org/nanopub/x/> .

<https://w3id.org/np/RArVlUloFvfYLnn1XqfEXR9ErZL5QaixhMfwvTLKY6P5E> a np:Nanopublication;
  np:hasAssertion sub:assertion;
  np:hasProvenance sub:provenance;
  np:hasPublicationInfo sub:pubinfo;
  dct:created "2026-02-25T16:54:32.685Z"^^xsd:dateTime;
  dct:creator <https://neverblink.eu/ontologies/llm-kg/agent> .

<https://doi.org/10.48550/arXiv.2404.14741> a prov:Entity;
  dct:title "Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering";
  <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph>;
  <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThoughtPrompting>,
    <https://neverblink.eu/ontologies/llm-kg/methods#ChatKBQA>, <https://neverblink.eu/ontologies/llm-kg/methods#KBBINDER>,
    <https://neverblink.eu/ontologies/llm-kg/methods#RoG>, <https://neverblink.eu/ontologies/llm-kg/methods#SelfConsistency>,
    <https://neverblink.eu/ontologies/llm-kg/methods#StandardPrompting>, <https://neverblink.eu/ontologies/llm-kg/methods#StructGPT>,
    <https://neverblink.eu/ontologies/llm-kg/methods#ToG> .

<https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThoughtPrompting> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "Chain-of-Thought (CoT) prompting" .

<https://neverblink.eu/ontologies/llm-kg/methods#ChatKBQA> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "ChatKBQA" .

<https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph> a <http://purl.org/spar/fabio/Workflow>;
  dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGQuestionAnswering>;
  rdfs: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.";
  rdfs:label "Generate-on-Graph (GoG)";
  <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .

<https://neverblink.eu/ontologies/llm-kg/methods#KBBINDER> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "KB-BINDER" .

<https://neverblink.eu/ontologies/llm-kg/methods#RoG> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "RoG" .

<https://neverblink.eu/ontologies/llm-kg/methods#SelfConsistency> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "Self-Consistency (SC)" .

<https://neverblink.eu/ontologies/llm-kg/methods#StandardPrompting> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "Standard Prompting (IO prompt)" .

<https://neverblink.eu/ontologies/llm-kg/methods#StructGPT> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "StructGPT" .

<https://neverblink.eu/ontologies/llm-kg/methods#ToG> a <http://purl.org/spar/fabio/Workflow>;
  rdfs:label "ToG" .

sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
  prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2404.14741> .

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