An ellipse is the set of points such that the sum of the distances from any point in the set of points to two focal points is constant.
Can you just extend this to 3d and have a set of points with equal distance to six focal points arranged as the vertices of an arbitrary non-degenerate octahedron? Is that different to what an ellipsoid is?