https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/Head
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://www.nanopub.org/nschema#hasAssertion
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assertion
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://www.nanopub.org/nschema#hasProvenance
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/provenance
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://www.nanopub.org/nschema#hasPublicationInfo
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/pubinfo
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/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-2007-hierarchies-04--gpt
http://purl.org/dc/terms/description
The observed bond count is straightforward to quantify at scale with public structures. The stronger optimality assertion needs matched mechanical and thermodynamic outcomes over alternative architectures, which structural databases do not provide, so existing data can resolve only the geometrical agreement and restricted correlational evidence.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--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-2007-hierarchies-04--gpt
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: Measure hydrogen bonds per helical turn in experimental alpha-helical structures and, where matched mechanical and thermodynamic measurements exist, compare stability across architectures with differing bond counts. The claim is supported only if the joint mechanical-and-thermodynamic optimum lies at three to four bonds per turn; prevalence near 3.6 alone tests geometry but not optimality.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2007-hierarchies-04: partially-resolvable, resolvability 0.59
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Matched strength and free-energy measurements are not encoded in structural records.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Natural alpha-helices have limited variation in backbone hydrogen-bond topology.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Structural prevalence does not establish a mechanical or thermodynamic optimum.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/hasConfidence
0.72
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-04--gpt--dataset-1
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/hasScore
0.594
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/ontology/hasVerdict
partially-resolvable
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--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-2007-hierarchies-04--gpt--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2007-hierarchies-04 by GPT-5.6 Sol: 0.78
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/analysis-feasibility
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/hasScore
0.78
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--data-adequacy
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--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-2007-hierarchies-04--gpt--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2007-hierarchies-04 by GPT-5.6 Sol: 0.48
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--gpt--data-adequacy
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-adequacy
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--data-adequacy
https://w3id.org/delphi/ontology/hasScore
0.48
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--data-existence
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--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-2007-hierarchies-04--gpt--data-existence
http://www.w3.org/2000/01/rdf-schema#label
Data existence of buehler-2007-hierarchies-04 by GPT-5.6 Sol: 0.66
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--gpt--data-existence
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-existence
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--data-existence
https://w3id.org/delphi/ontology/hasScore
0.66
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--discriminating-power
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--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-2007-hierarchies-04--gpt--discriminating-power
http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2007-hierarchies-04 by GPT-5.6 Sol: 0.43
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--gpt--discriminating-power
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/discriminating-power
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.43
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--operationalizability
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--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-2007-hierarchies-04--gpt--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2007-hierarchies-04 by GPT-5.6 Sol: 0.65
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--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-2007-hierarchies-04--gpt--operationalizability
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.65
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-04
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-04
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--analysis-feasibility
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-04
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--data-adequacy
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-04
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--data-existence
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-04
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--discriminating-power
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-04
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-04--gpt--dataset-1
http://purl.org/dc/terms/description
experimental alpha-helical structures for hydrogen-bond geometry and turns
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-04--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-2007-hierarchies-04--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-2007-hierarchies-04--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/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/provenance
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/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/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-1.json
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assessment
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assessment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/assessmentPlan
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/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/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/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/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/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/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-04--gpt
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2007-hierarchies-04: partially-resolvable, resolvability 0.59
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/sig
http://purl.org/nanopub/x/hasPublicKey
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/sig
http://purl.org/nanopub/x/hasSignature
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https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4
https://w3id.org/np/RAk6LwjLqb3BMPvn6Z4XDeL4oO2nqDEu4_uMt0NojFWM4/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192