I know that Python, Ruby, Perl are all open source, but is Java really an open source programming language?
I have been searching on Google too, but I didn't find a proper answer.
Yes, or it will be eventually (there may still be some things they're working on replacing since they were used under licence). Sun committed to making it open source and you can download it from them. Check out OpenJDK.