Skilirium

Recognises point in time and period confused

W-202 · Skill knobit · Activity: Define metrics and KPIs · Competence: Data warehousing and business intelligence

A balance metric without its time semantics, or mixing them.

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 64%Not shown
gemini-3.5-flash-liteLow cost 57%Not shown
gpt-6-lunaLow cost 64%Not shown
claude-haiku-5-5Low cost 61%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 time semantics the metric means

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: KP-001 NPL uses quarter-average balances for "NPL at quarter-end" Acceptable: Quarter-end balances, stated

Also known as: Point in time and period confused

Related knobits

Builds on

All 19 knobits of Define metrics and KPIs.

Source: Review checklist 02-metric-definitions, row 2 (Kimball)