Nanopublication

ID

https://w3id.org/np/RAp_fOJEWWjq2_1az5fqExbpOcCGrgU09ntawAOX9CAnk
Formats

Content

@prefix this: <https://w3id.org/np/RAp_fOJEWWjq2_1az5fqExbpOcCGrgU09ntawAOX9CAnk> .
@prefix sub: <https://w3id.org/np/RAp_fOJEWWjq2_1az5fqExbpOcCGrgU09ntawAOX9CAnk/> .
@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: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  <https://doi.org/10.48550/arXiv.2408.03010> a prov:Entity;
    dct:title "Fact Finder -Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#FactFinder>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG>,
      <https://neverblink.eu/ontologies/llm-kg/methods#StandaloneLLM> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#FactFinder> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference>;
    <http://purl.org/spar/fabio/hasURL> "https://github.com/chrschy/fact-finder"^^xsd:anyURI;
    rdfs:comment "FactFinder is a hybrid QA system that leverages a KG to enhance the factual correctness and completeness of LLM-generated answers during the inference stage. It achieves this by having the LLM generate Cypher queries to retrieve domain-specific knowledge from the KG, which is then used by the LLM to formulate a more accurate and reliable natural language response. This approach directly improves the LLM's performance in knowledge-intensive tasks by providing access to external, structured, and up-to-date factual knowledge.";
    rdfs:label "FactFinder";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#KGEnhancedLLM> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Graph-RAG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#StandaloneLLM> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Standalone LLM" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2408.03010> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:01:19.627Z"^^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.2408.03010" .
  
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    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}