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https://w3id.org/np/RAJF1oYGIXlIFDYwF_RMbrB0yfPtPA1rYTgk_BVKL_tuA

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Content

@prefix this: <https://w3id.org/np/RAJF1oYGIXlIFDYwF_RMbrB0yfPtPA1rYTgk_BVKL_tuA> .
@prefix sub: <https://w3id.org/np/RAJF1oYGIXlIFDYwF_RMbrB0yfPtPA1rYTgk_BVKL_tuA/> .
@prefix np: <http://www.nanopub.org/nschema#> .
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@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.2402.15048> a prov:Entity;
    dct:title "Unlocking the Power of Large Language Models for Entity Alignment";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#ChatEA>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#AlignE>,
      <https://neverblink.eu/ontologies/llm-kg/methods#AttrGNN>, <https://neverblink.eu/ontologies/llm-kg/methods#BERTINT>,
      <https://neverblink.eu/ontologies/llm-kg/methods#BootEA>, <https://neverblink.eu/ontologies/llm-kg/methods#DualAMN>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Fualign>, <https://neverblink.eu/ontologies/llm-kg/methods#GCNAlign>,
      <https://neverblink.eu/ontologies/llm-kg/methods#MTransE>, <https://neverblink.eu/ontologies/llm-kg/methods#RDGCN>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SDEA>, <https://neverblink.eu/ontologies/llm-kg/methods#STEA>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SimpleHHEA>, <https://neverblink.eu/ontologies/llm-kg/methods#TEA>,
      <https://neverblink.eu/ontologies/llm-kg/methods#TEAGNN>, <https://neverblink.eu/ontologies/llm-kg/methods#TREA> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#AlignE> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "AlignE" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#AttrGNN> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "AttrGNN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#BERTINT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "BERT-INT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#BootEA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "BootEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ChatEA> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>;
    rdfs:comment "ChatEA is a novel framework that leverages LLMs' background knowledge and multi-step reasoning abilities to significantly improve Entity Alignment, a crucial task in Knowledge Graph construction and integration. It achieves this by translating KG structures into an LLM-understandable \"code\" format and employing a two-stage iterative reasoning process for alignment decisions.";
    rdfs:label "ChatEA";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#DualAMN> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Dual-AMN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Fualign> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Fualign" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GCNAlign> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GCN-Align" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MTransE> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "MTransE" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#RDGCN> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "RDGCN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SDEA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SDEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#STEA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "STEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SimpleHHEA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Simple-HHEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#TEA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "TEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#TEAGNN> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "TEA-GNN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#TREA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "TREA" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2402.15048> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:29:50.965Z"^^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.2402.15048" .
  
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