The 1-skeleton of a G-manifold M is the set of points p epsilon M, where di
m G(p) greater than or equal to dim G - 1, and M is a GKM manifold if the d
imension of this 1-skeleton is 2. M. Goresky, R. Kottwitz, and R. MacPherso
n show that for such a manifold this 1-skeleton has the structure of a "lab
eled" graph, (Gamma, alpha), and that the equivariant cohomology ring of M
is isomorphic to the "cohomology ring" of this graph. Hence, if M is symple
ctic, one can show that this ring is af ree module over the symmetric algeb
ra S(g*), with b(2i)(Gamma) generators in dimension 2i, b(2i)(Gamma) being
the "combinatorial" 2i th Betti number of Gamma. In this article we show th
at this "topological" result is, in fact, a combinatorial result about grap
hs.