Skilirium

Recognises an unstable or meaningful primary key

K-517 · Skill knobit · Activity: Derive the logical data model · Competence: Data modelling

The key can change, be reused or be unknown when the row is created, or it carries meaning that can change. Every reference to the row breaks when it does.

Can AI do this?

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

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 100%Mastered
gemini-3.1-pro-previewFlagship 100%Mastered
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 100%Mastered
gpt-6-lunaLow cost 100%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 key and how it can change, be reused, be unknown or carry meaning

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: Account keyed on branch code plus sequence: a branch merger renumbers the branches and with them every key; Party keyed on name Acceptable: Account keyed on its IBAN, assigned once and never reused; Branch Identifier as a plain attribute; where no stable natural key exists, say so and record the matching rule (LOG-005, LOG-020, LOG-021, LOG-027)

Also known as: Unstable or meaningful key (logical model)

Related knobits

Builds on

Needed for

All 56 knobits of Derive the logical data model.

Source: Review checklist 05-logical, row 17; Codd 1970; Codd 1979; S&W ch. 6