{ "@context": { "@language": "en", "@vocab": "https://schema.org/", "citeAs": "cr:citeAs", "column": "cr:column", "conformsTo": "dct:conformsTo", "cr": "http://mlcommons.org/croissant/", "rai": "http://mlcommons.org/croissant/RAI/", "data": { "@id": "cr:data", "@type": "@json" }, "dataType": { "@id": "cr:dataType", "@type": "@vocab" }, "dct": "http://purl.org/dc/terms/", "examples": { "@id": "cr:examples", "@type": "@json" }, "equivalentProperty": "cr:equivalentProperty", "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", "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", "name": "chamber-bench-reference-trajectories", "description": "The reference and probe episodes for CHAMBER-Bench v1.0: the behavioural fingerprint probe bundles for every partner-set member (including the dropped-candidates record) and the power-pilot bundles (the preregistered exploratory runs that sized the campaigns' episode counts). Each is an ADR-028 verifiable bundle tree.", "conformsTo": "http://mlcommons.org/croissant/1.0", "license": "https://www.apache.org/licenses/LICENSE-2.0", "url": "https://huggingface.co/datasets/fsafaei/chamber-bench-reference-trajectories", "version": "1.0.0", "citeAs": "Safaei, F. (2026). CONCERTO and CHAMBER: Contact-rich Coordination with Opaque, Heterogeneous Teammates. Zenodo. https://doi.org/10.5281/zenodo.20128468", "creator": { "@type": "sc:Person", "name": "Farhad Safaei", "email": "cooperative.physical.ai@gmail.com" }, "datePublished": "2026-07-06", "rai:dataCollection": "Every record was generated in simulation (ManiSkill v3 / SAPIEN, plus one CPU diagnostic task) by the evaluation tooling committed in the fsafaei/concerto repository, under preregistered specifications locked with signed git tags before the runs. Each result bundle records the producing command, git commit, dependency-lock hash, platform fingerprint, and seed schedule, and passes the chamber-eval verify integrity and recomputation checks.", "rai:dataCollectionType": "Machine Generated", "rai:personalSensitiveInformation": "None. The data contains no people, no personal data, no customer or workplace data; every byte is simulator or tooling output.", "rai:dataLimitations": "Simulation only (no real-robot data); exactly two agents per task; only the embodiments named in the task cards; measured heterogeneity effects on co-carry are null so far, so the data supports ad-hoc-teamwork competence claims, not heterogeneity-robustness claims; no vision-based partners in v1.0.", "rai:dataBiases": "Probe episodes use the preregistered probe grid and the scripted reference ego; power pilots cover the rows the campaign preregistration named for sizing (run_purpose: power, excluded from every leaderboard manifest by rule).", "rai:dataUseCases": "Auditing partner identity and competence floors; regression-testing partner behaviour against committed fingerprints; auditing the power analysis behind the campaigns' preregistered episode counts.", "distribution": [ { "@type": "cr:FileObject", "@id": "repo", "name": "repo", "description": "The Hugging Face dataset repository hosting this artifact.", "contentUrl": "https://huggingface.co/datasets/fsafaei/chamber-bench-reference-trajectories", "encodingFormat": "git+https", "sha256": "main" }, { "@type": "cr:FileObject", "@id": "manifest.json", "name": "manifest.json", "description": "File list with byte sizes and SHA-256 digests for every payload file.", "containedIn": { "@id": "repo" }, "contentUrl": "manifest.json", "encodingFormat": "application/json" }, { "@type": "cr:FileObject", "@id": "SHA256SUMS.txt", "name": "SHA256SUMS.txt", "description": "sha256sum -c checkable digest list covering every file including manifest.json.", "containedIn": { "@id": "repo" }, "contentUrl": "SHA256SUMS.txt", "encodingFormat": "text/plain" }, { "@type": "cr:FileObject", "@id": "README.md", "name": "README.md", "description": "The human-readable dataset card (plain language, licence, provenance, intended use, limitations).", "containedIn": { "@id": "repo" }, "contentUrl": "README.md", "encodingFormat": "text/markdown" }, { "@type": "cr:FileSet", "@id": "fingerprint-probes", "name": "fingerprint-probes", "description": "Per-member probe bundles and per-set fingerprint summaries.", "containedIn": { "@id": "repo" }, "encodingFormat": "application/octet-stream", "includes": "partner-fingerprints/**" }, { "@type": "cr:FileSet", "@id": "power-pilots", "name": "power-pilots", "description": "Power-pilot result bundles, one directory per piloted row.", "containedIn": { "@id": "repo" }, "encodingFormat": "application/octet-stream", "includes": "power-pilots/**" } ] }