Air core transformer with multiple secondaries
The magnetic coupling of such coils is best when primary and secondaries are wound alongside, each wire tight to the other. The outer form is near to irrelevant. This is called a bifilar winding scheme or bifilar coil.

Three or more cylindrical or planar coils have the disadvantage there will be additional space between the windings.