Recognises a fact with mixed grain
Rows at different grains in one fact.
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 | 66% | Not shown |
| gemini-3.5-flash-lite | Low cost | 46% | Not shown |
| gpt-6-luna | Low cost | 66% | Not shown |
| claude-haiku-5-5 | Low cost | 64% | 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: One declared grain
How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: PF-030 loan disbursements with both loan and tranche rows Acceptable: One declared grain
Also known as: Fact with mixed grain
Related knobits
Builds on
All 14 knobits of Design the bus matrix and data products.
Source: Review checklist 03-bus-matrix-data-products, row 7 (Kimball)