{ "@context": { "@language": "en", "@vocab": "https://schema.org/", "citeAs": "cr:citeAs", "column": "cr:column", "conformsTo": "dct:conformsTo", "cr": "http://mlcommons.org/croissant/", "data": { "@id": "cr:data", "@type": "@json" }, "dataBiases": "cr:dataBiases", "dataCollection": "cr:dataCollection", "dataType": { "@id": "cr:dataType", "@type": "@vocab" }, "dct": "http://purl.org/dc/terms/", "equivalentProperty": "cr:equivalentProperty", "examples": { "@id": "cr:examples", "@type": "@json" }, "extract": "cr:extract", "field": "cr:field", "fileProperty": "cr:fileProperty", "fileObject": "cr:fileObject", "fileSet": "cr:fileSet", "format": "cr:format", "includes": "cr:includes", "isLiveDataset": "cr:isLiveDataset", "jsonPath": "cr:jsonPath", "key": "cr:key", "md5": "cr:md5", "parentField": "cr:parentField", "path": "cr:path", "personalSensitiveInformation": "cr:personalSensitiveInformation", "prov": "http://www.w3.org/ns/prov#", "rai": "http://mlcommons.org/croissant/RAI/", "recordSet": "cr:recordSet", "references": "cr:references", "regex": "cr:regex", "repeated": "cr:repeated", "replace": "cr:replace", "samplingRate": "cr:samplingRate", "sc": "https://schema.org/", "separator": "cr:separator", "source": "cr:source", "subField": "cr:subField", "transform": "cr:transform" }, "@type": "sc:Dataset", "conformsTo": [ "http://mlcommons.org/croissant/1.0", "http://mlcommons.org/croissant/RAI/1.0" ], "name": "Tool Errors", "description": "Retry safely when APIs fail.", "url": "https://huggingface.co/datasets/pooria/benchmark-tool-errors", "sameAs": [ "https://github.com/pooriaarab/benchmark-tool-errors", "https://aibenchmarkindex.com/benchmarks/benchmark-tool-errors" ], "license": "https://choosealicense.com/licenses/mit/", "creator": { "@type": "Person", "name": "Pooria Arab", "url": "https://github.com/pooriaarab" }, "datePublished": "2026-10-15", "dateModified": "2026-10-15", "version": "0.2.0", "inLanguage": "en", "keywords": [ "benchmark-tool-errors", "llm-evaluation", "benchmark" ], "isAccessibleForFree": true, "citeAs": "@misc{benchmark-tool-errors, author={Pooria Arab}, title={Tool Errors}, year={2026}, url={https://github.com/pooriaarab/benchmark-tool-errors}}", "distribution": [ { "@type": "cr:FileObject", "@id": "data/PROVENANCE.md", "name": "data/PROVENANCE.md", "contentUrl": "https://huggingface.co/datasets/pooria/benchmark-tool-errors/resolve/main/data/PROVENANCE.md", "encodingFormat": "text/markdown", "sha256": "8351d2bebdb1bbdddb949f9d9e8c2f2b885b79794e9ccef6f337daf3af31e426" }, { "@type": "cr:FileObject", "@id": "data/tasks.jsonl", "name": "data/tasks.jsonl", "contentUrl": "https://huggingface.co/datasets/pooria/benchmark-tool-errors/resolve/main/data/tasks.jsonl", "encodingFormat": "application/jsonlines", "sha256": "9bbf9a8fca8cfa19df4470fa44d835b847eaddb1d1e9648708a8690f06eae34d" }, { "@type": "cr:FileObject", "@id": "scripts/gen-tasks.mjs", "name": "scripts/gen-tasks.mjs", "contentUrl": "https://huggingface.co/datasets/pooria/benchmark-tool-errors/resolve/main/scripts/gen-tasks.mjs", "encodingFormat": "text/javascript", "sha256": "86d2484b6bbaba412a9b494a15f3965883af5e750cc7d4730357d1be1cfb36f7" }, { "@type": "cr:FileObject", "@id": "LICENSE", "name": "LICENSE", "contentUrl": "https://huggingface.co/datasets/pooria/benchmark-tool-errors/resolve/main/LICENSE", "encodingFormat": "text/plain", "sha256": "db83f2db2a2b6a3b5587ce4750a3a6cff3dd1219650fa1ea3b3354ee04891d96" } ], "recordSet": [ { "@type": "cr:RecordSet", "name": "tasks", "description": "40 benchmark tasks, one JSON object per line.", "field": [ { "@type": "cr:Field", "name": "id", "dataType": "sc:Text", "source": { "fileObject": { "@id": "data/tasks.jsonl" }, "extract": { "jsonPath": "$.id" } } }, { "@type": "cr:Field", "name": "kind", "dataType": "sc:Text", "source": { "fileObject": { "@id": "data/tasks.jsonl" }, "extract": { "jsonPath": "$.kind" } } }, { "@type": "cr:Field", "name": "prompt", "dataType": "sc:Text", "source": { "fileObject": { "@id": "data/tasks.jsonl" }, "extract": { "jsonPath": "$.prompt" } } }, { "@type": "cr:Field", "name": "expected", "dataType": "sc:Text", "source": { "fileObject": { "@id": "data/tasks.jsonl" }, "extract": { "jsonPath": "$.expected" } } }, { "@type": "cr:Field", "name": "metadata", "dataType": "sc:Text", "source": { "fileObject": { "@id": "data/tasks.jsonl" }, "extract": { "jsonPath": "$.metadata" } } } ] } ], "rai:dataCollection": "Public task split cloned from the benchmark repository; tasks are produced by scripts/gen-tasks.mjs with a fixed public seed.", "rai:dataCollectionType": "Benchmark task prompts for LLM evaluation.", "rai:dataCollectionRawData": "https://github.com/pooriaarab/benchmark-tool-errors/tree/main/data", "rai:dataReleaseMaintenancePlan": "Refreshed when the benchmark's public seed changes; hidden splits are generated with a private seed and never published.", "rai:dataLimitations": "Public split only (40 tasks); hidden evaluation splits are held out. Evaluation prompts, not training data.", "rai:dataBiases": "Synthetic task families oversample the shapes the generator enumerates; coverage of real-world variation is limited by the generator templates.", "rai:personalSensitiveInformation": "None. Tasks contain no personal data; names, orders and scenarios are generated fixtures.", "rai:dataUseCases": [ "Testing and comparing LLM/agent behaviour on the measured construct", "Regression testing of model releases" ], "rai:dataSocialImpact": "Low risk: synthetic eval data. Improves transparency of model capability claims when used responsibly.", "rai:hasSyntheticData": true, "prov:wasDerivedFrom": [ "https://github.com/pooriaarab/benchmark-tool-errors/blob/main/scripts/gen-tasks.mjs" ], "prov:wasGeneratedBy": [ { "@type": "prov:Activity", "name": "Seeded API fault scenarios", "description": "synthetic source: https://github.com/pooriaarab/benchmark-tool-errors/blob/main/scripts/gen-tasks.mjs" } ], "alternateName": [ "pooria/benchmark-tool-errors", "Tool Errors" ] }