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http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assertion
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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)
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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-2009-helical-networks-03--gpt
http://purl.org/dc/terms/description
This is a sharply specified model result with explicit geometry, conditions, crack sizes, and decision thresholds. The article's model description supports an independent LAMMPS reimplementation of modest computational size, although exact numerical replication may be sensitive to omitted implementation details.
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--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-2009-helical-networks-03--gpt
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: Recreate the 20-filament by 24-bead, 300 K NVT network at relative crack sizes 0, 0.2, 0.5, and 0.8 and compute engineering strain at first filament failure. Values above 1.35 for the first three cases and above 1.30 for the last support the claim; any reproducible threshold violation refutes it.
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2009-helical-networks-03: resolvable-now, resolvability 0.86
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--gpt
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
The published implementation is not downloadable.
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Thermostat and stochastic replication choices may affect exact failure thresholds.
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/ontology/hasConfidence
0.86
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-03--gpt--dataset-1
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/ontology/hasScore
0.865
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/ontology/hasVerdict
resolvable-now
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--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-2009-helical-networks-03--gpt--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2009-helical-networks-03 by GPT-5.6 Sol: 0.82
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/analysis-feasibility
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/hasScore
0.82
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http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--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-2009-helical-networks-03--gpt--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2009-helical-networks-03 by GPT-5.6 Sol: 0.78
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--gpt--data-adequacy
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-adequacy
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--data-adequacy
https://w3id.org/delphi/ontology/hasScore
0.78
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--data-existence
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
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http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence
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https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--data-existence
http://www.w3.org/2000/01/rdf-schema#label
Data existence of buehler-2009-helical-networks-03 by GPT-5.6 Sol: 0.8
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--gpt--data-existence
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-existence
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--data-existence
https://w3id.org/delphi/ontology/hasScore
0.8
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--discriminating-power
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
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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-2009-helical-networks-03--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-2009-helical-networks-03--gpt--discriminating-power
http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2009-helical-networks-03 by GPT-5.6 Sol: 0.94
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--discriminating-power
http://www.w3.org/ns/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/assessmentType
dataset-resolvability/0.2.0/discriminating-power
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.94
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http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
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http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability
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https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2009-helical-networks-03 by GPT-5.6 Sol: 0.99
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--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-2009-helical-networks-03--gpt--operationalizability
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dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.99
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https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
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https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--analysis-feasibility
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https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-03
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--data-existence
https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-03
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--discriminating-power
https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-03
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-03--gpt--dataset-1
http://purl.org/dc/terms/description
open simulation software used by the study and suitable for reimplementation
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-03--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-2009-helical-networks-03--gpt--dataset-1
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: LAMMPS
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-03--gpt--dataset-1
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/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/provenance
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/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/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-2.json
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assessment
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assessment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/assessmentPlan
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/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/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/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/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/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/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-03--gpt
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2009-helical-networks-03: resolvable-now, resolvability 0.86
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAzMg0nY0RtWPUya55SxiFiurqXt2Hj_BQBYHzT0i4fAw/sig
http://purl.org/nanopub/x/hasPublicKey
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