Wikipedia says
There exists a decomposition of the ball into a finite number of non-overlapping pieces which can then be put back together in a different way to yield two identical copies of the original ball.
So my question is, how many pieces is the ball broken into, and what are their shapes like?
From the article to which you linked:
A reference is given to R. M. Robinson, On the Decomposition of Spheres, Fund. Math. 34:246–260.
It's impossible to describe the shapes of all of the pieces. Another quotation from the article:
Very roughly speaking, the construction of such a decomposition requires the ability to make too many arbitrary choices for them to be describable in any concrete terms. There are models of set theory in which such choices cannot be made, and in which such decompositions do not exist. This applies to four of the pieces in the $5$-piece decomposition mentioned above; the fifth is a single point.