At the end of the second part, everyone thought that Killzone was finished forever after the death of Master Visari and the dispersal of the Helghast soldiers.
If you have not played the game before, I advise you to play the second part first and then start with the third part. Note that the first part is available in the PS2 version and has a remaster for the PS3 HD version.