Interesting example, but person 2 would actually say "err... Ubuntu".
I've tested it over and over with non-technical people. ;)
Correct doesn't matter. To the end user, whatever it is once all packaged up neatly, is what the OS is.
So... Ubuntu. ;) Windows XP, Gentoo, OSX, Suse...