https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/Head
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://www.nanopub.org/nschema#hasAssertion
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assertion
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://www.nanopub.org/nschema#hasProvenance
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/provenance
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://www.nanopub.org/nschema#hasPublicationInfo
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/pubinfo
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assertion
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#SoftwareAgent
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
http://www.w3.org/2000/01/rdf-schema#label
delphisci dataset-resolvability assessor (GPT-5.6 Sol)
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
http://www.w3.org/ns/prov#actedOnBehalfOf
https://orcid.org/0009-0007-4948-9192
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
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
http://purl.org/dc/terms/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.
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
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.
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/resource/assessment/buehler-2010-materiomics-01--gpt
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Distinctive and exhibited do not supply quantitative effect thresholds.
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Molecular and macroscopic measurements are rarely matched to the same specimen.
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
The named materials span very different compositions and hierarchical architectures.
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/hasConfidence
0.7
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2010-materiomics-01--gpt--dataset-1
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/hasScore
0.476
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/ontology/hasVerdict
partially-resolvable
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--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
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/analysis-feasibility
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/hasScore
0.38
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--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
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-adequacy
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-adequacy
https://w3id.org/delphi/ontology/hasScore
0.36
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--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
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-existence
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--data-existence
https://w3id.org/delphi/ontology/hasScore
0.58
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-discriminating-power
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--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
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/discriminating-power
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.43
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2010-materiomics-01 by GPT-5.6 Sol: 0.58
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.58
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/claim/buehler-2010-materiomics-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt--analysis-feasibility
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--data-adequacy
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--data-existence
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--discriminating-power
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--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2010-materiomics-01--gpt--dataset-1
http://purl.org/dc/terms/description
molecular structures for protein components, requiring linkage to separate macroscopic mechanical datasets
https://w3id.org/delphi/resource/evidence/buehler-2010-materiomics-01--gpt--dataset-1
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/EvidenceItem
https://w3id.org/delphi/resource/evidence/buehler-2010-materiomics-01--gpt--dataset-1
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: RCSB Protein Data Bank
https://w3id.org/delphi/resource/evidence/buehler-2010-materiomics-01--gpt--dataset-1
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.rcsb.org/
https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium
http://purl.org/dc/terms/identifier
gpt-5.6-sol-medium
https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LanguageModel
https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/provenance
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assertion
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-3.json
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assessment
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assessment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assessmentPlan
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assessment
http://www.w3.org/ns/prov#wasAssociatedWith
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/assessmentPlan
http://www.w3.org/ns/prov#hadPlan
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/pubinfo
https://w3id.org/delphi/resource/domain/buehler-protein-materials
http://www.w3.org/2000/01/rdf-schema#label
buehler-protein-materials
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2010-materiomics-01--gpt
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
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/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/sig
http://purl.org/nanopub/x/hasPublicKey
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/sig
http://purl.org/nanopub/x/hasSignature
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https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M
https://w3id.org/np/RAP8uBpbW7cG-6kXOze8rjJv-tNGX2f6zGw4M0zM44d4M/sig
http://purl.org/nanopub/x/signedBy
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