@prefix this: <https://w3id.org/np/RAhqjYI4rBb7Dd13t_v4punDzW5SoNqQDjpmqTNb5Yz74> .
@prefix sub: <https://w3id.org/np/RAhqjYI4rBb7Dd13t_v4punDzW5SoNqQDjpmqTNb5Yz74/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@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/> .

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

sub:assertion {
  <https://doi.org/10.48550/arXiv.2506.10508> dct:title "Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#ReliableReasoningPathRRP>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#ChatGPTCoT>,
      <https://neverblink.eu/ontologies/llm-kg/methods#EmbedKGQA>, <https://neverblink.eu/ontologies/llm-kg/methods#GraftNet>,
      <https://neverblink.eu/ontologies/llm-kg/methods#KDCoT>, <https://neverblink.eu/ontologies/llm-kg/methods#KGCoT>,
      <https://neverblink.eu/ontologies/llm-kg/methods#KGT5>, <https://neverblink.eu/ontologies/llm-kg/methods#KVMem>,
      <https://neverblink.eu/ontologies/llm-kg/methods#NSM>, <https://neverblink.eu/ontologies/llm-kg/methods#PullNet>,
      <https://neverblink.eu/ontologies/llm-kg/methods#RoG>, <https://neverblink.eu/ontologies/llm-kg/methods#SR>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SRNSM>, <https://neverblink.eu/ontologies/llm-kg/methods#SRNSME2E>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAG>, <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAGChatGPT>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAGLLaMA38B>, <https://neverblink.eu/ontologies/llm-kg/methods#ToG>,
      <https://neverblink.eu/ontologies/llm-kg/methods#ToGChatGPT>, <https://neverblink.eu/ontologies/llm-kg/methods#ToGLLaMA270B>,
      <https://neverblink.eu/ontologies/llm-kg/methods#TransferNet>, <https://neverblink.eu/ontologies/llm-kg/methods#UniKGQA>;
    a prov:Entity .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ChatGPTCoT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ChatGPT+CoT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#EmbedKGQA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "EmbedKGQA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GraftNet> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GraftNet" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KDCoT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KD-CoT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGCoT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KG-CoT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGT5> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KGT5" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KVMem> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KV-Mem" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#NSM> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "NSM" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#PullNet> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "PullNet" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ReliableReasoningPathRRP> dct:subject
      <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference>;
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:comment "RRP is proposed to enhance LLM reasoning for knowledge-intensive tasks by distilling effective guidance from Knowledge Graphs. It operates during the inference stage by generating, refining, and prioritizing relevant reasoning paths from KGs, which are then fed to the LLM. This framework aims to reduce hallucination and improve factual consistency in LLM outputs without requiring retraining.";
    rdfs:label "Reliable Reasoning Path (RRP)";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#KGEnhancedLLM> .
  
  <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#SR> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SR" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SRNSM> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SR+NSM" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SRNSME2E> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SR+NSM+E2E" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SubgraphRAG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAGChatGPT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SubgraphRAG+ChatGPT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAGLLaMA38B> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SubgraphRAG+LLaMA3-8B" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ToG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ToG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ToGChatGPT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ToG+ChatGPT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ToGLLaMA270B> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ToG+LLaMA2-70B" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#TransferNet> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "TransferNet" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#UniKGQA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "UniKGQA" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2506.10508> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T15:59:50.662Z"^^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.2506.10508" .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB";
    npx:hasSignature "iNBuHzM89C0ihYAnUQJcDpifu4i5rrDX+KY58FNahDoe9tmWswKcp30CW0/l9tjRcwAK8rgJi1V+R2wF2vuiRkMbmzA8BmsY7TD4y3OUNHpneyMglpm7rrS91RdvRiqA7X2ynT//P5qH0k4ZBlDthNcGs1Z8bDqKsIlSnzPHJZ1S3cdb7z/epClh8hZiQpUUMPqHm2XtQNkLCS40/Nu93ahR1WpE5Fw5Re5UvcWlmbHCuInVYp/8S1qNGfytH/laYAoEP6IlltplkHfNp0dD0butmZKz2CZ+GN7pRPZOFpFJvlxO9qmH4KurniLIefe1AiDQn1E8jxx0qYyUUDtghw==";
    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}