Yes, Mud. And all by hand.
The Japanese call them Hikaru dorodango. They really are balls of mud, molded into perfect spheres, dried and polished to an amazing gem-like luster, all by hand. The fact that this is supposedly a traditional pastime among Japanese children reveals quite a bit about the culture.
Check out these photos form the Dorodango web site showing balls made from all sorts of different soils.