The words are correct, Genie, but the chords aren't. They sound right, but they're not the way Phil wrote them. From my 1968 Phil Ochs songbook, The War Is Over (note this is in G, not in C):

C             D                   G                Am
Sit by my side, come as close as the air,
C             D             Bm
Share in a mem'ry of grey,
       Em                Am
And wander in my words
       D                      G                   Am D      G
And dream about the pictures that I play of changes.

Aloha,
Mark

(Thanks, Max, for the "preview" feature! Makes it possible to put chords in without going completely crazy!)