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https://w3id.org/np/RA5l1t9ItHCKMMag721XHtqf_Fjdi2fJPlw1x-nZejlZs

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Content

@prefix this: <https://w3id.org/np/RA5l1t9ItHCKMMag721XHtqf_Fjdi2fJPlw1x-nZejlZs> .
@prefix sub: <https://w3id.org/np/RA5l1t9ItHCKMMag721XHtqf_Fjdi2fJPlw1x-nZejlZs/> .
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@prefix dct: <http://purl.org/dc/terms/> .
@prefix pav: <http://purl.org/pav/> .
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@prefix dce: <http://purl.org/dc/elements/1.1/> .
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@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix npx: <http://purl.org/nanopub/x/> .

sub:Head {
  this: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  <https://doi.org/10.48550/arXiv.2408.08088> a prov:Entity;
    dct:title "KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#KGV>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#AttacKG>,
      <https://neverblink.eu/ontologies/llm-kg/methods#DPR>, <https://neverblink.eu/ontologies/llm-kg/methods#EHIAN>,
      <https://neverblink.eu/ontologies/llm-kg/methods#FinerFact>, <https://neverblink.eu/ontologies/llm-kg/methods#GAMC>,
      <https://neverblink.eu/ontologies/llm-kg/methods#GET>, <https://neverblink.eu/ontologies/llm-kg/methods#HAN>,
      <https://neverblink.eu/ontologies/llm-kg/methods#IRCoT>, <https://neverblink.eu/ontologies/llm-kg/methods#KGPT5>,
      <https://neverblink.eu/ontologies/llm-kg/methods#KGR>, <https://neverblink.eu/ontologies/llm-kg/methods#MAC>,
      <https://neverblink.eu/ontologies/llm-kg/methods#MUSER>, <https://neverblink.eu/ontologies/llm-kg/methods#MulTiKG>,
      <https://neverblink.eu/ontologies/llm-kg/methods#ProgramFC>, <https://neverblink.eu/ontologies/llm-kg/methods#QKR>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SheepDog> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#AttacKG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "AttacKG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#DPR> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "DPR" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#EHIAN> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "EHIAN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#FinerFact> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "FinerFact" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GAMC> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GAMC" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GET> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GET" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#HAN> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "HAN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#IRCoT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "IRCoT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGPT5> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KGP-T5" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGR> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KGR" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGV> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference>;
    rdfs:comment "KGV integrates a paragraph-level Knowledge Graph (KG) with LLMs for Cyber Threat Intelligence (CTI) credibility assessment. The KG is utilized during the LLM's inference stage to provide factual knowledge, guide the LLM's multi-step reasoning process (including key point extraction, claim extraction, and triple extraction), and mitigate factual hallucinations, thereby enhancing the LLM's accuracy and response speed in verifying CTI claims.";
    rdfs:label "Knowledge Graph-based Verifier (KGV)";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#KGEnhancedLLM> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MAC> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "MAC" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MUSER> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "MUSER" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MulTiKG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Mul-tiKG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ProgramFC> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ProgramFC" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#QKR> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "QKR" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SheepDog> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SheepDog" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2408.08088> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:22:14.209Z"^^xsd:dateTime;
    dct:creator <https://neverblink.eu/ontologies/llm-kg/agent>;
    npx:hasNanopubType <https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult>;
    rdfs:label "LLM-KG assessment for paper 10.48550/arXiv.2408.08088" .
  
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    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}