Skilirium

Recognises a data requirement without a named subject

K-108 · Skill knobit · Activity: Capture data requirements · Competence: Data modelling

The statement does not say which thing the data belongs to, or which of several dates, amounts or parties it means.

Can AI do this?

AI does this partly Some of the tested AI models master this; others do not show it. 3 of 10 models master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 100%Mastered
gemini-3.1-pro-previewFlagship 49%Not shown
gpt-6-astraFlagship 47%Not shown
claude-fable-5-1Flagship 48%Not shown
gemini-3.8-flashMid tier 66%Not shown
gpt-6.1-solMid tier 47%Not shown
claude-sonnet-5-5Mid tier 65%Not shown
gemini-3.5-flash-liteLow cost 98%Mastered
gpt-6-lunaLow cost 58%Not shown
claude-haiku-5-5Low cost 99%Mastered

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 requirement and the thing, date or party it must name

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: "The date must be recorded." Acceptable: "Every payment must record its booking date, the date on which the entry is posted to the account."

Also known as: Subject not named (data requirement)

Related knobits

Builds on

All 47 knobits of Capture data requirements.

Source: Review checklist 01-requirements, row 8; 29148 5.2.5 (complete)