https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/Head
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://www.nanopub.org/nschema#hasAssertion
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/assertion
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://www.nanopub.org/nschema#hasProvenance
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/provenance
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://www.nanopub.org/nschema#hasPublicationInfo
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/pubinfo
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/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-nanoconfinement-01--gpt
http://purl.org/dc/terms/description
Crystal size and the three mechanical outcomes are clear variables, but openly available observations rarely measure them together on the same silk samples. Structural databases and published mechanical studies can test proxies or limited subsets, while reconstructing the original MD from an abstract is not routine analysis. The direction of the effect is partially testable, but its joint claim about stiffness, strength, and toughness is not fully resolvable now.
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: Estimate beta-sheet crystal dimensions and matched stiffness, failure stress, and work-to-failure across crystal sizes, controlling composition and loading geometry. Negative size slopes above a few-nanometre optimum for all three properties support the claim; absent or positive slopes refute it.
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2010-nanoconfinement-01: partially-resolvable, resolvability 0.59
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Composition, defects, hydration, and loading geometry confound crystal size.
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Open structural records generally lack matched mechanical measurements.
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
The abstract alone under-specifies a faithful reproduction of the original simulations.
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/hasConfidence
0.77
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2010-nanoconfinement-01--gpt--dataset-1
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2010-nanoconfinement-01--gpt--dataset-2
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/hasScore
0.587
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/ontology/hasVerdict
partially-resolvable
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.58
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/hasScore
0.58
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--data-adequacy
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.37
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--data-adequacy
https://w3id.org/delphi/ontology/hasScore
0.37
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--data-existence
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--data-existence
http://www.w3.org/2000/01/rdf-schema#label
Data existence of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.43
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--data-existence
https://w3id.org/delphi/ontology/hasScore
0.43
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--discriminating-power
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--discriminating-power
http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.69
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.69
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--operationalizability
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.9
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-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-nanoconfinement-01--gpt--operationalizability
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.9
https://w3id.org/delphi/resource/claim/buehler-2010-nanoconfinement-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/delphi/resource/claim/buehler-2010-nanoconfinement-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--analysis-feasibility
https://w3id.org/delphi/resource/claim/buehler-2010-nanoconfinement-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--data-adequacy
https://w3id.org/delphi/resource/claim/buehler-2010-nanoconfinement-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--data-existence
https://w3id.org/delphi/resource/claim/buehler-2010-nanoconfinement-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--discriminating-power
https://w3id.org/delphi/resource/claim/buehler-2010-nanoconfinement-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2010-nanoconfinement-01--gpt--dataset-1
http://purl.org/dc/terms/description
experimental structures that can constrain beta-sheet packing and dimensions for a limited subset
https://w3id.org/delphi/resource/evidence/buehler-2010-nanoconfinement-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-nanoconfinement-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-nanoconfinement-01--gpt--dataset-1
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.rcsb.org/
https://w3id.org/delphi/resource/evidence/buehler-2010-nanoconfinement-01--gpt--dataset-2
http://purl.org/dc/terms/description
open software for an independent size-series simulation if the published model can be reconstructed
https://w3id.org/delphi/resource/evidence/buehler-2010-nanoconfinement-01--gpt--dataset-2
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-nanoconfinement-01--gpt--dataset-2
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: LAMMPS
https://w3id.org/delphi/resource/evidence/buehler-2010-nanoconfinement-01--gpt--dataset-2
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.lammps.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/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/provenance
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/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/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/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/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/assessment
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/assessment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/assessmentPlan
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/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/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/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/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/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/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2010-nanoconfinement-01--gpt
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2010-nanoconfinement-01: partially-resolvable, resolvability 0.59
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAGx8ymBNZwSHOf5EuLzfqxCld26VgpvmbADaSgt_6PI4/sig
http://purl.org/nanopub/x/hasPublicKey
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