[ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/provenance", "@graph": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/assertion", "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ], "http://www.w3.org/ns/prov#wasDerivedFrom": [ { "@id": "https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-2.json" }, { "@id": "https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0" } ], "http://www.w3.org/ns/prov#wasGeneratedBy": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/assessment" } ] }, { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/assessment", "@type": [ "http://www.w3.org/ns/prov#Activity" ], "http://www.w3.org/ns/prov#qualifiedAssociation": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/assessmentPlan" } ], "http://www.w3.org/ns/prov#wasAssociatedWith": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ] }, { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/assessmentPlan", "http://www.w3.org/ns/prov#hadPlan": [ { "@id": "https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md" } ] } ] }, { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/Head", "@graph": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0", "http://www.nanopub.org/nschema#hasAssertion": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/assertion" } ], "http://www.nanopub.org/nschema#hasProvenance": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/provenance" } ], "http://www.nanopub.org/nschema#hasPublicationInfo": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/pubinfo" } ], "@type": [ "http://www.nanopub.org/nschema#Nanopublication" ] } ] }, { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/pubinfo", "@graph": [ { "@id": "https://w3id.org/delphi/resource/domain/buehler-protein-materials", "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "buehler-protein-materials" } ] }, { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0", "http://purl.org/dc/terms/created": [ { "@value": "2026-11-08T04:48:50.317Z", "@type": "http://www.w3.org/2001/XMLSchema#dateTime" } ], "http://purl.org/dc/terms/creator": [ { "@id": "https://orcid.org/0009-0007-4948-9192" } ], "http://purl.org/dc/terms/license": [ { "@id": "https://creativecommons.org/licenses/by/4.0/" } ], "http://purl.org/nanopub/x/hasNanopubType": [ { "@id": "https://w3id.org/delphi/ontology/LLMClaimAssessment" } ], "http://purl.org/nanopub/x/introduces": [ { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt" } ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "GPT-5.6 Sol on buehler-2007-nascent-bone-02: needs-new-data, resolvability 0.43" } ], "https://w3id.org/delphi/ontology/domain": [ { "@id": "https://w3id.org/delphi/resource/domain/buehler-protein-materials" } ] }, { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/sig", "http://purl.org/nanopub/x/hasAlgorithm": [ { "@value": "RSA" } ], "http://purl.org/nanopub/x/hasPublicKey": [ { "@value": "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" } ], "http://purl.org/nanopub/x/hasSignature": [ { "@value": "JpGk8u2jK277c7ujWcm/u340nJmoowM0BBjdkGCdGM2AfhdgqeW//KCuvWLnUEWfdoidhT0mYxbdYngSI78aQAgX3cBk1YcDZ/HwYx5N/rbpIHfayA5VarhMWYpcjzj6p2MjMUqKTD2sUzav53L8ye5rqXBIe6n0nDRfa6QznireZnGzZWOk5LvPk5zzvB4oUf8aer/mqfjPe2Oii/1yxuH1vt2rDKKsFX1QUjpzDZLVs3ohMk1pQuuUrjg5MhqEcsUSo3GGSbiJO46W/ma6HvUsm6Ojh/qmvCFSWEo9I+MSg3ToG1YuXlY/RMKZleieF4QTTz9/8dmJC5TsvjHVQg==" } ], "http://purl.org/nanopub/x/hasSignatureTarget": [ { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0" } ], "http://purl.org/nanopub/x/signedBy": [ { "@id": "https://orcid.org/0009-0007-4948-9192" } ] } ] }, { "@id": "https://w3id.org/np/RAozo5CjDzlny7uxXH5gQQUsybI36R__55QRXyUiGNr-0/assertion", "@graph": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium", "@type": [ "http://www.w3.org/ns/prov#SoftwareAgent" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "delphisci dataset-resolvability assessor (GPT-5.6 Sol)" } ], "http://www.w3.org/ns/prov#actedOnBehalfOf": [ { "@id": "https://orcid.org/0009-0007-4948-9192" } ], "https://w3id.org/delphi/ontology/usesModel": [ { "@id": "https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium" } ] }, { "@id": "https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium", "http://purl.org/dc/terms/identifier": [ { "@value": "gpt-5.6-sol-medium" } ], "@type": [ "https://w3id.org/delphi/ontology/LanguageModel" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "GPT-5.6 Sol" } ] }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt", "http://purl.org/dc/terms/description": [ { "@value": "Yield-zone size, dissipation, and crack propagation are measurable, but the causal chain needs spatially resolved matched systems and interventions. No specific open dataset is identified that records all of these variables at fibril scale." } ], "http://purl.org/dc/terms/subject": [ { "@id": "https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0" } ], "@type": [ "https://w3id.org/delphi/ontology/LLMClaimAssessment" ], "http://www.w3.org/2000/01/rdf-schema#comment": [ { "@value": "Proposed test with existing data: Under matched loading, map strain localization, yielded volume, dissipated energy, crack growth, and final failure in mineralized and unmineralized fibrils. Support requires mineralization to enlarge the local yield zone and energy dissipation while containing failure; absence of those changes or diffuse catastrophic failure would refute the mechanism." } ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "GPT-5.6 Sol on buehler-2007-nascent-bone-02: needs-new-data, resolvability 0.43" } ], "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ], "https://w3id.org/delphi/ontology/assessmentType": [ { "@value": "dataset-resolvability/0.2.0" } ], "https://w3id.org/delphi/ontology/evidenceAgainst": [ { "@value": "A new validated simulation or nanoscale experiment is likely required." }, { "@value": "Mineralization, defect geometry, and loading conditions must be independently varied to establish causality." }, { "@value": "The mechanism requires spatially resolved deformation around a controlled fibril defect." } ], "https://w3id.org/delphi/ontology/hasConfidence": [ { "@value": "0.73", "@type": "http://www.w3.org/2001/XMLSchema#double" } ], "https://w3id.org/delphi/ontology/hasScore": [ { "@value": "0.43", "@type": "http://www.w3.org/2001/XMLSchema#double" } ], "https://w3id.org/delphi/ontology/hasVerdict": [ { "@value": "needs-new-data" } ] }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--analysis-feasibility", "http://purl.org/dc/terms/isPartOf": [ { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt" } ], "http://purl.org/dc/terms/subject": [ { "@id": "https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility" } ], "@type": [ "https://w3id.org/delphi/ontology/LLMClaimAssessment" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "Analysis feasibility of buehler-2007-nascent-bone-02 by GPT-5.6 Sol: 0.35" } ], "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ], "https://w3id.org/delphi/ontology/assessmentType": [ { "@value": "dataset-resolvability/0.2.0/analysis-feasibility" } ], "https://w3id.org/delphi/ontology/hasScore": [ { "@value": "0.35", "@type": "http://www.w3.org/2001/XMLSchema#double" } ] }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--data-adequacy", "http://purl.org/dc/terms/isPartOf": [ { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt" } ], "http://purl.org/dc/terms/subject": [ { "@id": "https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy" } ], "@type": [ "https://w3id.org/delphi/ontology/LLMClaimAssessment" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "Data adequacy of buehler-2007-nascent-bone-02 by GPT-5.6 Sol: 0.18" } ], "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ], "https://w3id.org/delphi/ontology/assessmentType": [ { "@value": "dataset-resolvability/0.2.0/data-adequacy" } ], "https://w3id.org/delphi/ontology/hasScore": [ { "@value": "0.18", "@type": "http://www.w3.org/2001/XMLSchema#double" } ] }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--data-existence", "http://purl.org/dc/terms/isPartOf": [ { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt" } ], "http://purl.org/dc/terms/subject": [ { "@id": "https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence" } ], "@type": [ "https://w3id.org/delphi/ontology/LLMClaimAssessment" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "Data existence of buehler-2007-nascent-bone-02 by GPT-5.6 Sol: 0.22" } ], "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ], "https://w3id.org/delphi/ontology/assessmentType": [ { "@value": "dataset-resolvability/0.2.0/data-existence" } ], "https://w3id.org/delphi/ontology/hasScore": [ { "@value": "0.22", "@type": "http://www.w3.org/2001/XMLSchema#double" } ] }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--discriminating-power", "http://purl.org/dc/terms/isPartOf": [ { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt" } ], "http://purl.org/dc/terms/subject": [ { "@id": "https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-discriminating-power" } ], "@type": [ "https://w3id.org/delphi/ontology/LLMClaimAssessment" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "Discriminating power of buehler-2007-nascent-bone-02 by GPT-5.6 Sol: 0.68" } ], "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ], "https://w3id.org/delphi/ontology/assessmentType": [ { "@value": "dataset-resolvability/0.2.0/discriminating-power" } ], "https://w3id.org/delphi/ontology/hasScore": [ { "@value": "0.68", "@type": "http://www.w3.org/2001/XMLSchema#double" } ] }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--operationalizability", "http://purl.org/dc/terms/isPartOf": [ { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt" } ], "http://purl.org/dc/terms/subject": [ { "@id": "https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability" } ], "@type": [ "https://w3id.org/delphi/ontology/LLMClaimAssessment" ], "http://www.w3.org/2000/01/rdf-schema#label": [ { "@value": "Operationalizability of buehler-2007-nascent-bone-02 by GPT-5.6 Sol: 0.75" } ], "http://www.w3.org/ns/prov#wasAttributedTo": [ { "@id": "https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium" } ], "https://w3id.org/delphi/ontology/assessmentType": [ { "@value": "dataset-resolvability/0.2.0/operationalizability" } ], "https://w3id.org/delphi/ontology/hasScore": [ { "@value": "0.75", "@type": "http://www.w3.org/2001/XMLSchema#double" } ] }, { "@id": "https://w3id.org/delphi/resource/claim/buehler-2007-nascent-bone-02", "https://w3id.org/delphi/ontology/hasAssessment": [ { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt" }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--analysis-feasibility" }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--data-adequacy" }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--data-existence" }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--discriminating-power" }, { "@id": "https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gpt--operationalizability" } ] } ] } ]