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https://w3id.org/np/RAzvIhSm5J7h7sFY8PUTOKkj1fATEHxGol_e7-wX0NBbg

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Content

@prefix this: <https://w3id.org/np/RAzvIhSm5J7h7sFY8PUTOKkj1fATEHxGol_e7-wX0NBbg> .
@prefix sub: <https://w3id.org/np/RAzvIhSm5J7h7sFY8PUTOKkj1fATEHxGol_e7-wX0NBbg/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix pav: <http://purl.org/pav/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
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@prefix rdfg: <http://www.w3.org/2004/03/trix/rdfg-1/> .
@prefix dce: <http://purl.org/dc/elements/1.1/> .
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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.2404.03623> a prov:Entity;
    dct:title "Unveiling LLMs: The Evolution of Latent Representations in a Dynamic Knowledge Graph";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#AhmadEtAl2024UnveilingLLMs>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#ActivationPatching>,
      <https://neverblink.eu/ontologies/llm-kg/methods#MeanShiftClustering>, <https://neverblink.eu/ontologies/llm-kg/methods#MultiScaleAttributedNodeEmbedding> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ActivationPatching> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Activation Patching" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#AhmadEtAl2024UnveilingLLMs> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInterpretability>;
    rdfs:comment "This method proposes an end-to-end framework to decode factual knowledge embedded in LLM latent representations into a dynamic knowledge graph, utilizing an extended activation patching technique. This framework enables layer-wise interpretability analyses (both local and global) of LLMs' internal knowledge resolution process, thereby enhancing the understanding of LLM mechanisms through KG-based visualization and analysis.";
    rdfs:label "Framework for Decoding LLM Latent Representations into Dynamic Knowledge Graphs";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#KGEnhancedLLM> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MeanShiftClustering> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "MeanShift Clustering" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#MultiScaleAttributedNodeEmbedding>
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Multi-Scale Attributed Node Embedding" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2404.03623> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:23:39.485Z"^^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.2404.03623" .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB";
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    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}