If we were going by the original definitions of first world, second world third world. China would be a second world country since it was aligned with Russia and not the US.
Yes, there was a first and second world, it used to denote then Nato and USSR block respectively, that's how the third world got its name. See http://en.wikipedia.org/wiki/Second_World