Nanopublication

< Home

ID

https://w3id.org/np/RAgfs5LQjVlmCfcf3UVqVOsQjmyJBK-CQXeDx5fJNGhcA

Formats

.trig | .trig.txt | .jelly | .jelly.txt | .jsonld | .jsonld.txt | .nq | .nq.txt | .xml | .xml.txt

Content

@prefix this: <https://w3id.org/np/RAgfs5LQjVlmCfcf3UVqVOsQjmyJBK-CQXeDx5fJNGhcA> .
@prefix sub: <https://w3id.org/np/RAgfs5LQjVlmCfcf3UVqVOsQjmyJBK-CQXeDx5fJNGhcA/> .
@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.2412.04690> a prov:Entity;
    dct:title "LLM-Align: Utilizing Large Language Models for Entity Alignment in Knowledge Graphs";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#LlmAlign>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#AliNet>,
      <https://neverblink.eu/ontologies/llm-kg/methods#AttrGnn>, <https://neverblink.eu/ontologies/llm-kg/methods#AutoAlign>,
      <https://neverblink.eu/ontologies/llm-kg/methods#BertInt>, <https://neverblink.eu/ontologies/llm-kg/methods#BootEa>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Cea>, <https://neverblink.eu/ontologies/llm-kg/methods#ChatEa>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Dera>, <https://neverblink.eu/ontologies/llm-kg/methods#DeraR>,
      <https://neverblink.eu/ontologies/llm-kg/methods#GcnAlign>, <https://neverblink.eu/ontologies/llm-kg/methods#Hman>,
      <https://neverblink.eu/ontologies/llm-kg/methods#IpTransE>, <https://neverblink.eu/ontologies/llm-kg/methods#Jape>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Llmea>, <https://neverblink.eu/ontologies/llm-kg/methods#MtransE>,
      <https://neverblink.eu/ontologies/llm-kg/methods#MuGnn>, <https://neverblink.eu/ontologies/llm-kg/methods#MultiKe>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Naea>, <https://neverblink.eu/ontologies/llm-kg/methods#Ragat>,
      <https://neverblink.eu/ontologies/llm-kg/methods#RdGcn>, <https://neverblink.eu/ontologies/llm-kg/methods#Sdea>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SimpleHhea>, <https://neverblink.eu/ontologies/llm-kg/methods#Tea> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#AliNet> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "AliNet" .
  
  <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#AutoAlign> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "AutoAlign" .
  
  <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#Cea> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "CEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ChatEa> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "ChatEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Dera> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "DERA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#DeraR> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "DERA-R" .
  
  <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#Hman> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "HMAN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#IpTransE> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "IP-TransE" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Jape> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "JAPE" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#LlmAlign> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>;
    rdfs:comment "LLM-Align is a novel three-stage framework that leverages LLMs for Entity Alignment (EA) in Knowledge Graphs. It employs heuristic methods for selecting informative attributes and relations from KGs to create prompts for LLMs, and introduces a multi-round voting mechanism to enhance the reliability of LLM-inferred alignments. This method directly addresses the KG construction task by improving entity matching across KGs.";
    rdfs:label "LLM-Align";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Llmea> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "LLMEA" .
  
  <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#MuGnn> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "MuGNN" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MultiKe> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "MultiKE" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Naea> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "NAEA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Ragat> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "RAGAT" .
  
  <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#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" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2412.04690> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T15:18:53.260Z"^^xsd:dateTime;
    dct:creator <https://neverblink.eu/ontologies/llm-kg/agent>;
    npx:hasNanopubType <https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult>;
    npx:supersedes <https://w3id.org/np/RAA1Z2x1myPpss7ou0sLNOFJnUc6FAMfqrgtxkrlK6Ku8>;
    rdfs:label "LLM-KG assessment for paper 10.48550/arXiv.2412.04690" .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB";
    npx:hasSignature "D8SrQich2ccxsOcH0yunVOzdIM0YuvYDosu5qLLn5uQ7/33t7dP1tkk6HheDO2vZEEKi/Li/fGCRU7r9IKPSJWoEMkTX/fFZKpL+zcOY+gDkzUhzsxHQOY9LMTNJGtuSl4AFaO9pHqWEIC2/EGRUby4SW38x9xreqxd8zF8rh3TyOs0VroJ15IrTNBC/djro1R2aLVVyeONJznUiqEj58I0truO+3enz2tc8CNLxNZ5fADEmGF+tFsvGrr82O+sVM1onE3yPxPgC92Ki/Kl6EIvxIOTM3/yRVAzk+vDr1Bi7w5tN4RRdQ6fd1oEAs3vNvfFm0IwT8zF4vLxw4z9VyA==";
    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}