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https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M

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Content

@prefix this: <https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M> .
@prefix sub: <https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/> .
@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-2010-materiomics-01--gpt> a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:description "Hierarchical structure and cross-scale predictive relationships can be operationalized, but only after choosing features and effect criteria. Public molecular and mechanical observations exist, yet they are fragmented across materials and usually unmatched, so they cover subsets rather than the full stated scope. A broad synthesis is feasible only with substantial harmonization and remains vulnerable to confounding.";
    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: For each named material, quantify structural features at molecular and higher scales and test whether they predict macroscopic mechanical response beyond composition and bulk architecture alone. Reproducible cross-scale predictive improvement supports the claim; no added predictive value from molecular detail refutes a defined reading of it.";
    <http://www.w3.org/2000/01/rdf-schema#label> "GPT-5.6 Sol on buehler-2010-materiomics-01: partially-resolvable, resolvability 0.48";
    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> "Distinctive and exhibited do not supply quantitative effect thresholds.",
      "Molecular and macroscopic measurements are rarely matched to the same specimen.",
      "The named materials span very different compositions and hierarchical architectures.";
    <https://w3id.org/delphi/ontology/hasConfidence> "0.7"^^xsd:double;
    <https://w3id.org/delphi/ontology/hasEvidence> <https://w3id.org/delphi/resource/evidence/buehler-2010-materiomics-01--gpt--dataset-1>;
    <https://w3id.org/delphi/ontology/hasScore> "0.476"^^xsd:double;
    <https://w3id.org/delphi/ontology/hasVerdict> "partially-resolvable" .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Analysis feasibility of buehler-2010-materiomics-01 by GPT-5.6 Sol: 0.38";
    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/analysis-feasibility";
    <https://w3id.org/delphi/ontology/hasScore> "0.38"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Data adequacy of buehler-2010-materiomics-01 by GPT-5.6 Sol: 0.36";
    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/data-adequacy";
    <https://w3id.org/delphi/ontology/hasScore> "0.36"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Data existence of buehler-2010-materiomics-01 by GPT-5.6 Sol: 0.58";
    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/data-existence";
    <https://w3id.org/delphi/ontology/hasScore> "0.58"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-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-2010-materiomics-01 by GPT-5.6 Sol: 0.43";
    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> "0.43"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-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-2010-materiomics-01 by GPT-5.6 Sol: 0.58";
    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> "0.58"^^xsd:double .
  
  <https://w3id.org/delphi/resource/claim/buehler-2010-materiomics-01> <https://w3id.org/delphi/ontology/hasAssessment>
      <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt>, <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability> .
  
  <https://w3id.org/delphi/resource/evidence/buehler-2010-materiomics-01--gpt--dataset-1>
    a <https://w3id.org/delphi/ontology/EvidenceItem>;
    dc:description "molecular structures for protein components, requiring linkage to separate macroscopic mechanical datasets";
    <http://www.w3.org/2000/01/rdf-schema#label> "Candidate dataset: RCSB Protein Data Bank";
    prov:wasDerivedFrom <https://www.rcsb.org/> .
  
  <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-3.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-2010-materiomics-01--gpt>;
    <http://www.w3.org/2000/01/rdf-schema#label> "GPT-5.6 Sol on buehler-2010-materiomics-01: partially-resolvable, resolvability 0.48";
    <https://w3id.org/delphi/ontology/domain> <https://w3id.org/delphi/resource/domain/buehler-protein-materials> .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB";
    npx:hasSignature "O8x3Y7g/wi9vDr+lzmAo5P4g9LjWoEPFQceQiwToefmFcg9sSocVm0zV93NNzLMjfXOOs4fJ3CqQBhErHU7Ehw07nJ811CxVXUWlb2tHeVfpctnFc+/r0xJK/Ckp0iKJqNjaZFx5li5ruCD6uK+YmBtlHrJQuTkmJWZi1aiHt2OIqqIwm+CxT+lzXB2Ae2JMC08PI0Epqi6GuAf6fEB0mPepOqCrz7LwFEiahk0tpm/obpqVxOKTGDs6KfslYSDsPRCM/8HFeu3eNiBx1F9suEpkI9lj5upMsCd7C8W2+58KOwEZus5JP2PPDH8QkAjjW2I2IgGk89/KCbXnkOpHXw==";
    npx:hasSignatureTarget this:;
    npx:signedBy <https://orcid.org/0009-0007-4948-9192> .
}