Nanopublications

@prefix this: <https://w3id.org/np/RAExSqe3G-_jyUBQ2wnkttDvmf1-qWM5EJtKdOk0Eau_0> .
@prefix sub: <https://w3id.org/np/RAExSqe3G-_jyUBQ2wnkttDvmf1-qWM5EJtKdOk0Eau_0/> .
@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.2404.09077> dct:title "CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning" ;
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#curiousLLM> ;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#knowledgeGraphPrompting> , <https://neverblink.eu/ontologies/llm-kg/methods#multiHopDenseRetrieverForKg> ;
    a prov:Entity .
  <https://neverblink.eu/ontologies/llm-kg/methods#curiousLLM> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference> ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:comment "CuriousLLM introduces an LLM agent that generates curiosity-driven follow-up questions to guide the traversal of a Knowledge Graph. This process aims to retrieve more relevant context efficiently, which then enhances the performance of a separate LLM (GPT-4o-mini) in generating answers for multi-document question answering tasks during inference." ;
    rdfs:label "CuriousLLM" ;
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#KGEnhancedLLM> .
  <https://neverblink.eu/ontologies/llm-kg/methods#knowledgeGraphPrompting> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Knowledge Graph Prompting" .
  <https://neverblink.eu/ontologies/llm-kg/methods#multiHopDenseRetrieverForKg> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Multi-hop Dense Retriever for KG" .
}

sub:provenance {
sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent> ;
prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2404.09077> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:17:32.605Z"^^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.2404.09077" .
  sub:sig npx:hasAlgorithm "RSA" ;
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" ;
    npx:hasSignature "QlZ7PKg1qsK5OES/sW+4+0kO7ac04yf8qvxy+3jUgE2da5iuJF0uqBK6tiNU48PEMUHTO9q8jdZLNWb+TDubK6uXUANMk22/WZJ2JcXcLxfb9DYGph8CJhStXZZtiRoe5q56pR0KQGX+u+b99a6ngFfeJkxHDmz/5M/mRoKrrgPSK08IvNmXPjXn72AWP56aTttq3ZQ0eH4ONRn+30BxFfc4BUPkbz+7TSXOAehtrIki2T9T5QWcSGnfUJdCAxZ0UXqexi9D99jTmfW26k+4zwuoUk49/BteJhlJcFaguKAEnhiA282QMzhGSMY0F1OTunbgfa2tAqq9t7nRpZsSew==" ;
    npx:hasSignatureTarget this: ;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}