You "truly understand" a thing if your model of it lets you make sense of every possible instance of the thing, including those that are very far from what you've seen before (extreme generalization).
You "somewhat understand" the thing if you can approach at least some new instances of it (local generalization).
If you can only handle what you have seen before, you are merely memorizing / retrieving.
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