Skilirium

Recognises a uniqueness rule with no unique key behind it

K-311 · Skill knobit · Activity: Document data rules as SBVR fact types and rule statements · Competence: Data modelling

A uniqueness rule marked as enforced, with no primary key or unique constraint covering those columns.

Can AI do this?

AI does this well Most of the tested AI models master this. 8 of 10 models master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 100%Mastered
gemini-3.1-pro-previewFlagship 84%Not shown
gpt-6-astraFlagship 100%Mastered
claude-fable-5-1Flagship 100%Mastered
gemini-3.8-flashMid tier 100%Mastered
gpt-6.1-solMid tier 100%Mastered
claude-sonnet-5-5Mid tier 100%Mastered
gemini-3.5-flash-liteLow cost 45%Not shown
gpt-6-lunaLow cost 99%Mastered
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 rule and the missing primary key or unique constraint

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: BR-2: no two accounts share an IBAN, enforcement: constraint, and no uk_ on that column Acceptable: A unique constraint on the natural key, or the rule reassigned to a DQ check with a threshold (ANO-012)

Also known as: Uniqueness with nothing unique behind it (data rule)

Related knobits

Builds on

All 28 knobits of Document data rules as SBVR fact types and rule statements.

Source: Review checklist 03-data-rules, row 11