Skilirium

Decides record pairs without false merges

R-333 · Skill knobit · Activity: Define the matching rules · Competence: Reference and master data

Each pair matched, sent to review or kept apart so that no two different people are merged

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 82%Not shown
gemini-3.5-flash-liteLow cost 59%Not shown
gpt-6-lunaLow cost 82%Not shown
claude-haiku-5-5Low cost 83%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: Each pair matched, sent to review or kept apart so that no two different people are merged

How it is assessed: Zero false merges on the decided pairs; true matches proven by identifiers are kept

Related knobits

Builds on

All 16 knobits of Define the matching rules.

Source: Graded on its own by rmd-matching