Nanopublication

ID

https://w3id.org/np/RA52wl1LruXJKmhAKJvKiOebHMwXePPsgdqycfXIcB-Nw
Formats

Content

@prefix this: <https://w3id.org/np/RA52wl1LruXJKmhAKJvKiOebHMwXePPsgdqycfXIcB-Nw> .
@prefix sub: <https://w3id.org/np/RA52wl1LruXJKmhAKJvKiOebHMwXePPsgdqycfXIcB-Nw/> .
@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.2510.26486> a prov:Entity;
    dct:title "LINK-KG: LLM-Driven Coreference-Resolved Knowledge Graphs for Human Smuggling Networks";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#linkKg>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#coreKg>,
      <https://neverblink.eu/ontologies/llm-kg/methods#graphRag>, <https://neverblink.eu/ontologies/llm-kg/methods#llmLink> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#coreKg> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "CORE-KG" .
  
  <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#linkKg> 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/dipakmeher/LinkKG-HS"^^xsd:anyURI;
    rdfs:comment "LINK-KG is a modular LLM-based framework designed to improve knowledge graph construction from complex legal texts. It leverages a three-stage, LLM-guided coreference resolution pipeline with a type-specific prompt cache and structured prompts for entity and relationship extraction. This method enhances KG tasks by addressing entity discovery, coreference resolution, and relation extraction.";
    rdfs:label "LINK-KG";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#llmLink> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "LLMLINK" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2510.26486> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T15:24:03.336Z"^^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.2510.26486" .
  
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    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}