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sub:assertion {
  <https://doi.org/10.48550/arXiv.2511.03217> dct:title "Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#HybridFactVerificationPipeline>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#FIRESystem>,
      <https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph>, <https://neverblink.eu/ontologies/llm-kg/methods#OEFact>,
      <https://neverblink.eu/ontologies/llm-kg/methods#TanEtAl2022WebEvidence>, <https://neverblink.eu/ontologies/llm-kg/methods#YuanAndVlachos2024ZeroShotKGR>;
    a prov:Entity .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#FIRESystem> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "FIRE system" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GenerateOnGraph> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Generate-on-Graph" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#HybridFactVerificationPipeline> dct:subject
      <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning>;
    <http://purl.org/spar/fabio/hasURL> "https://github.com/AndriiLata/aiFactCheck"^^xsd:anyURI;
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:comment "This method introduces a multi-stage pipeline for fact-checking that integrates Knowledge Graphs, Large Language Models, and a Web Search Agent. It is classified as SynergizedReasoning because LLMs act as agents for classification and query rewriting, interacting with KG-derived evidence and web snippets within a unified framework to conduct complex reasoning for claim verification, directly combining their strengths.";
    rdfs:label "Hybrid Fact-Verification Pipeline";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#SynergizedLLMKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#OEFact> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "OE-Fact" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#TanEtAl2022WebEvidence> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Tan et al. 2022 Web Evidence" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#YuanAndVlachos2024ZeroShotKGR> a
      <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Yuan and Vlachos 2024 Zero-Shot KG Retrieval" .
}

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    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2511.03217> .
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