How do I catch a ghost in Pokemon tower not identified? I threw a master ball at it and the ghost dodged it. I couldn't injure it because my Pokemon were too scared to move. There has to be a way to catch him or else you can't complete your pokedex and wont be able to get the diploma from the guy in Celadown Mansion!! I've figured out you could get the diploma by reading things on the internet!