The higher speed near the core is related to <KE> not dp, and can be understood via the virial theorem (
http://en.wikipedia.org/wiki/Virial_theorem), which applies to both QM and CM. Briefly, there is a definite mathematical relationship between <KE> and the mean potential for a Coulombic potential.
Note that in a closed shell atom, the potential at a distance R from the nucleus, V(R), depends mainly on the charge that is located in the region between 0 and R (from Gauss' Law). So, deep core electrons in heavy atoms experience a largely unshielded nuclear potential.
I believe that hilbert2 is essentially answering the question of how core electrons come about, which is more closely related to the uncertainty principle.