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https://w3id.org/np/RAqmfSjmhgf3QLm3mqA_YQ4BfH7JAMftD0vFgMujoW4r4

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Content

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@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.2512.00590> a prov:Entity;
    dct:title "Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#Wikontic>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#AriGraph>,
      <https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG>, <https://neverblink.eu/ontologies/llm-kg/methods#GraphReader>,
      <https://neverblink.eu/ontologies/llm-kg/methods#HOLMES>, <https://neverblink.eu/ontologies/llm-kg/methods#HippoRAG>,
      <https://neverblink.eu/ontologies/llm-kg/methods#KGGen>, <https://neverblink.eu/ontologies/llm-kg/methods#ReadAgent> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#AriGraph> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "AriGraph" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GraphRAG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GraphReader> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GraphReader" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#HOLMES> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "HOLMES" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#HippoRAG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "HippoRAG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGGen> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KGGen" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ReadAgent> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ReadAgent" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Wikontic> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>;
    <http://purl.org/spar/fabio/hasURL> "https://github.com/screemix/Wikontic"^^xsd:anyURI;
    rdfs:comment "Wikontic is a multi-stage pipeline that uses LLMs to construct high-quality, ontology-consistent KGs from unstructured text. It leverages LLMs for candidate triplet extraction, ontology-aware refinement (entity typing, relation validation), and entity normalization/deduplication, which are core KG construction tasks. The integrated multi-hop QA component demonstrates the quality and utility of the constructed KG.";
    rdfs:label "Wikontic";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2512.00590> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T15:53:24.737Z"^^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.2512.00590" .
  
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}