@prefix this: <https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw> .
@prefix sub: <https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

sub:Head {
  this: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>
    a prov:SoftwareAgent;
    <http://www.w3.org/2000/01/rdf-schema#label> "delphisci dataset-resolvability assessor (GPT-5.6 Sol)";
    prov:actedOnBehalfOf <https://orcid.org/0009-0007-4948-9192>;
    <https://w3id.org/delphi/ontology/usesModel> <https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium> .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt> a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:description "The alternatives can be expressed as explicit competing kinetic models, giving the test useful discriminating power. Existing force-spectroscopy records may test restricted proteins and rates, but no named open collection is known to provide harmonized raw traces across both structural classes, so the full scope is not resolvable now.";
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0>;
    <http://www.w3.org/2000/01/rdf-schema#comment> "Proposed test with existing data: Fit one-barrier and two-discrete-barrier kinetic models, plus a model with a continuously shifting transition-state position, to unfolding-force distributions measured across pulling velocities for alpha-helical and beta-sheet domains. Support requires the two-discrete-barrier model to predict held-out force distributions materially better in both domain classes; failure to do so would refute the claim at the tested rates.";
    <http://www.w3.org/2000/01/rdf-schema#label> "GPT-5.6 Sol on buehler-2007-hierarchies-01: partially-resolvable, resolvability 0.56";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>;
    <https://w3id.org/delphi/ontology/assessmentType> "dataset-resolvability/0.2.0";
    <https://w3id.org/delphi/ontology/evidenceAgainst> "Experimental pulling-rate coverage may not span the four orders of magnitude in the claim.",
      "Force-versus-velocity measurements are likely scattered across studies and protein constructs.",
      "Transition-state number and position are inferred through a kinetic model rather than observed directly.";
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    <https://w3id.org/delphi/ontology/hasScore> "0.556"^^xsd:double;
    <https://w3id.org/delphi/ontology/hasVerdict> "partially-resolvable" .
  
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    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
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    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility>;
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    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>;
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  <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-adequacy>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
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    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy>;
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    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>;
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    <https://w3id.org/delphi/ontology/hasScore> "0.35"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-existence>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
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    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence>;
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    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>;
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    <https://w3id.org/delphi/ontology/hasScore> "0.42"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--discriminating-power>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-discriminating-power>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Discriminating power of buehler-2007-hierarchies-01 by GPT-5.6 Sol: 0.67";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>;
    <https://w3id.org/delphi/ontology/assessmentType> "dataset-resolvability/0.2.0/discriminating-power";
    <https://w3id.org/delphi/ontology/hasScore> "0.67"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--operationalizability>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Operationalizability of buehler-2007-hierarchies-01 by GPT-5.6 Sol: 0.82";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>;
    <https://w3id.org/delphi/ontology/assessmentType> "dataset-resolvability/0.2.0/operationalizability";
    <https://w3id.org/delphi/ontology/hasScore> "0.82"^^xsd:double .
  
  <https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-01> <https://w3id.org/delphi/ontology/hasAssessment>
      <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt>, <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--analysis-feasibility>,
      <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-adequacy>,
      <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-existence>,
      <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--discriminating-power>,
      <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--operationalizability> .
  
  <https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-01--gpt--dataset-1>
    a <https://w3id.org/delphi/ontology/EvidenceItem>;
    dc:description "public repository in which force-spectroscopy studies and supplementary data can be sought";
    <http://www.w3.org/2000/01/rdf-schema#label> "Candidate dataset: BioStudies";
    prov:wasDerivedFrom <https://www.ebi.ac.uk/biostudies/> .
  
  <https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium> a <https://w3id.org/delphi/ontology/LanguageModel>;
    dc:identifier "gpt-5.6-sol-medium";
    <http://www.w3.org/2000/01/rdf-schema#label> "GPT-5.6 Sol" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium>;
    prov:wasDerivedFrom <https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-1.json>,
      <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0>;
    prov:wasGeneratedBy sub:assessment .
  
  sub:assessment a prov:Activity;
    prov:qualifiedAssociation sub:assessmentPlan;
    prov:wasAssociatedWith <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium> .
  
  sub:assessmentPlan prov:hadPlan <https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md> .
}

sub:pubinfo {
  <https://w3id.org/delphi/resource/domain/buehler-protein-materials> <http://www.w3.org/2000/01/rdf-schema#label>
      "buehler-protein-materials" .
  
  this: dc:created "2026-11-08T04:48:50.317Z"^^xsd:dateTime;
    dc:creator <https://orcid.org/0009-0007-4948-9192>;
    dc:license <https://creativecommons.org/licenses/by/4.0/>;
    npx:hasNanopubType <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    npx:introduces <https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt>;
    <http://www.w3.org/2000/01/rdf-schema#label> "GPT-5.6 Sol on buehler-2007-hierarchies-01: partially-resolvable, resolvability 0.56";
    <https://w3id.org/delphi/ontology/domain> <https://w3id.org/delphi/resource/domain/buehler-protein-materials> .
  
  sub:sig npx:hasAlgorithm "RSA";
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}