Skilirium

Recognises a business process with no fact

W-302 · Skill knobit · Activity: Design the bus matrix and data products · Competence: Data warehousing and business intelligence

A matrix row without a 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.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 66%Not shown
gemini-3.5-flash-liteLow cost 47%Not shown
gpt-6-lunaLow cost 67%Not shown
claude-haiku-5-5Low cost 66%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 fact the process needs

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: BP-04 Loan arrears fact: null Acceptable: Fact at loan-day grain

Also known as: Process with no fact

Related knobits

Builds on

All 14 knobits of Design the bus matrix and data products.

Source: Review checklist 03-bus-matrix-data-products, row 2 (Kimball)