It's actually more of a small town in southern Mississippi. I looked into how much farther it would be to visit the place and it's only 200 more miles on an already 1500 mile trip-- which isn't even as far as some places I've gone to visit friends for a weekend.
http://en.wikipedia.org/wiki/Purvis%2C_MS