@prefix this: <https://w3id.org/np/RANPOxqANlZQhkLWip58NeqQw7MwolCfRxHQfOYfFZbI4> .
@prefix sub: <https://w3id.org/np/RANPOxqANlZQhkLWip58NeqQw7MwolCfRxHQfOYfFZbI4/> .
@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.2402.13750> dct:title "Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#LlmKerec>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#Dcn>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Dnn>, <https://neverblink.eu/ontologies/llm-kg/methods#Esmm>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Masknet>, <https://neverblink.eu/ontologies/llm-kg/methods#Ple>,
      <https://neverblink.eu/ontologies/llm-kg/methods#WideDeep>;
    a prov:Entity .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Dcn> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "DCN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Dnn> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "DNN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Esmm> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ESMM" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#LlmKerec> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>;
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:comment "LLM-KERec is a novel recommendation system where Large Language Models are critically used in the \"Complementary Graph Construction\" module. Here, LLMs infer and determine complementary relationships between entities, thus performing a key task in building the knowledge graph. This direct use of LLMs for relation extraction within KG construction aligns with the LLMAugmentedKGConstruction category.";
    rdfs:label "LLM-KERec";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Masknet> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Masknet" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Ple> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "PLE" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#WideDeep> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Wide&Deep" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2402.13750> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T15:38:54.494Z"^^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.2402.13750" .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB";
    npx:hasSignature "lmV1MVEnPXb6FpbLBRsVfoAEFi69CQbS/0yX/p1wEgO6PO9MC5m4SunvdbGq35ojkNmKwC37qPeTXgoALJUekXgOT6C8sc6saN7+ya3FQN+xcn3fKxkrKRI6WBraoNPs7je+OhBaLoI4cdcGD97vMjXbna2evWOQQmd/zQsHNOP+zAPWN2BF49u92ebYzHw+M8DXpHcSivdfQTpnbm97k4mHwYWJpyfoIS8cH845YnM4Bma/809Y3froMlTPCR0xh7p0X/VWwQf7aYJpk5zWFms1MDb3kU7oUntDvOHHi3pJYms0pvqvGciINTsw2w2rriJ9lXUQyGK50rSNgcgqhQ==";
    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}