@prefix this: <https://w3id.org/np/RAWMWJjyHFXCg6mcnZzvkyPrIvA4lAGWn2VmuArcIgpos> .
@prefix sub: <https://w3id.org/np/RAWMWJjyHFXCg6mcnZzvkyPrIvA4lAGWn2VmuArcIgpos/> .
@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: np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo;
    a np:Nanopublication .
}

sub:assertion {
  <https://doi.org/10.48550/arXiv.2511.04473> dct:title "Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#SynthKGQA>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#DynamicKGQA>,
      <https://neverblink.eu/ontologies/llm-kg/methods#GraphConstrainedReasoning>, <https://neverblink.eu/ontologies/llm-kg/methods#KGQAGen>,
      <https://neverblink.eu/ontologies/llm-kg/methods#PlanOnGraph>, <https://neverblink.eu/ontologies/llm-kg/methods#ReasoningOnGraphs>,
      <https://neverblink.eu/ontologies/llm-kg/methods#SR>, <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAG>,
      <https://neverblink.eu/ontologies/llm-kg/methods#ThinkOnGraph>;
    a prov:Entity .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#DynamicKGQA> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Dynamic-KGQA" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GraphConstrainedReasoning> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Graph-Constrained Reasoning" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGQAGen> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KGQAGen" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#PlanOnGraph> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Plan-on-Graph" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ReasoningOnGraphs> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Reasoning on Graphs" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SR> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SR" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SubgraphRAG> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "SubgraphRAG" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SynthKGQA> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>;
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:comment "SynthKGQA is an LLM-powered framework for generating high-quality Knowledge Graph Question Answering (KGQA) datasets. It uses LLMs to propose questions, ground-truth answer subgraphs, seed entities, and SPARQL queries from an existing KG, effectively constructing structured data and associated natural language for KGQA tasks.";
    rdfs:label "SynthKGQA";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#ThinkOnGraph> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Think-on-Graph" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2511.04473> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:02:06.721Z"^^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.2511.04473" .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB";
    npx:hasSignature "gKM3rnZKMtxOk8xb1lYGM5bf3yVHFYI85ah2EeYnGnBcbYhgZcynBei/UTYhx/RIJ3TECnRgLAjTxajEi4A2wkdcDJqn2VjSocpQfMiFy6xZLLomuI/PIlcAO22ZLp8gSuGH8kfWpFyP39E2jnRfThX2v9fqOHMBvb/F1UTqbZoTak72bFknTiBEsCshYu7oBfdhbk4swHzjY35Nu8P/nMp4VjCfKm5xTmn84x4jtyRAXhvGBAUo/VtrfMazbspjTKTLO5OTsw3GkSHBFBdW18zWnXoXH5CsPLXTrJSn0hikzKJV2Wo81eeQiJbxg58xurYVhRukZnjBRZz+3cCT/A==";
    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}