Recognises a master attribute authored nowhere
An attribute in the domain no source authors.
Can AI do this?
Not settled yet The benchmark tested this, but the models' answers do not settle yet whether they master it. 0 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 64% | Not shown |
| gemini-3.5-flash-lite | Low cost | 65% | Not shown |
| gpt-6-luna | Low cost | 65% | Not shown |
| claude-haiku-5-5 | Low cost | 65% | Not shown |
Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.
What it looks like in practice
Expected result: The attribute and a source for it
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: LEI in Party; no source captures it Acceptable: Source assigned, or attribute dropped
Also known as: Attribute authored nowhere
Related knobits
Builds on
All 14 knobits of Scope the master data domains and choose the hub style.
Source: Review checklist 01-domains-hub-style, row 4 (DMBOK)