  We study scattered piecewise interpretable Hilbert spaces from a model
theoretic point of view. We establish strong connections between the Hilbert
space structure theorems of [Chevalier Hrushovski 2021] and the model theoretic
notions of canonical bases, one-basedness and model theoretic ranks.
