A collection of geometric selection lemmas is proved, such as the foll
owing: For any set P of n points in three-dimensional space and any se
t S of m spheres, where each sphere passes through a distinct paint pa
ir in P, there exists a point x, not necessarily in P, that is enclose
d by Omega(m(2)/(n(2) log(6) n(2)/m)) of the spheres in S. Similar res
ults apply in arbitrary fixed dimensions, and for geometric bodies oth
er than spheres. The results have applications in reducing the size of
geometric structures. such as three-dimensional Delaunay triangulatio
ns and Gabriel graphs, by adding extra points to their defining sets.