If I give you a set of points in Euclidean space, is there a criterion to determine whether there exists a (potentially higher-dimensional) rectangular prism / box that has these points as their vertex set?
For instance, an equilateral triangle has this property, as (1,0,0), (0,1,0), and (0,0,1) form an equilateral triangle and are corners of the unit cube.
This is related to some larger work on L1 and L2 embeddings into a box, on which I have some passing familiarity with the literature (Menger's theorem, Schoenberg, etc.).