The five concepts
How the concepts fit together
A project holds one related history. Within it, a dataset state names the source references, labels, taxonomy, and declared transformations that belong together. A branch isolates a proposal; a commit records one attributable content change; a review assesses that change; consensus and adjudication decide what happens to it; and a release names one approved dataset state together with the evidence needed to reconstruct it. Two ideas cut across all of that. The data boundary says what Nitsor holds and what stays in your storage. Provenance says where each change came from, who or what made it, and which earlier version it changed.Common mistake
Do not read these definitions as a description of software you can open. They are a target contract: a precise statement of intended behavior, written so a team can test it before the capability exists. No screen, command, or public interface implements the complete model today.Next step
Read Version model first, then pick the guide closest to the work you already do.| Outcome | Use the same words the rest of this documentation uses, and know which of them describe planned behavior. |
|---|---|
| Availability | Planned — not available yet |
| Audience | Technical program managers, ML and data teams, Reviewers and domain experts, Researchers |
| Prerequisites | Read Product status |
| Last verified | 2026-08-23 |