Skilirium

Recognises a data requirement making several claims

K-101 · Skill knobit · Activity: Capture data requirements · Competence: Data modelling

The statement makes two or more testable claims, usually joined by "and", "as well as" or a comma. Half gets built and the whole gets signed off.

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 38%Not shown
gpt-6-astraFlagship 100%Mastered
claude-fable-5-1Flagship 85%Not shown
gemini-3.8-flashMid tier 35%Not shown
gpt-6.1-solMid tier 36%Not shown
claude-sonnet-5-5Mid tier 34%Not shown
gemini-3.5-flash-liteLow cost 34%Not shown
gpt-6-lunaLow cost 32%Not shown
claude-haiku-5-5Low cost 100%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 separate claims it should be split into

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: DR-001 "Every payment must record the payment value date and notify the regulator within thirty days." Acceptable: DR-001 "Every payment must record its value date." The notification deadline is an activity rule (row 3), recorded separately.

Also known as: Not singular (data requirement)

Related knobits

Builds on

All 47 knobits of Capture data requirements.

Source: Review checklist 01-requirements, row 1; 29148 5.2.5 (singular); REQ-004