Explains view resolution in lineage
A view is a hop with its own logic, resolved by parsing its definition down to the base columns it reads; a view with consumers and no upstream edges hides its sources.
Can AI do this?
People still lead Few or none of the tested AI models showed they master this. 0 of 4 models in the current benchmark master it.
| Model | Tier | Probability of mastery | Status |
|---|---|---|---|
| gemini-4-argon | Flagship | 100% | Not shown |
| gemini-3.5-flash-lite | Low cost | 100% | Not shown |
| gpt-6-luna | Low cost | 100% | Not shown |
| claude-haiku-5-5 | Low cost | 100% | 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: A view is a hop with its own logic, resolved by parsing its definition down to the base columns it reads; a view with consumers and no upstream edges hides its sources.
How it is assessed: Answers a written question on the view in a lineage graph correctly
Related knobits
Builds on
Needed for
- M-502 Recognises lineage ending at a view
- M-651 Explains impact analysis as the downstream closure of lineage
All 11 knobits of Trace column-level lineage.
Source: Practice the stage 5 reference and review checklist rest on