Tonight's Simpsons

Did anyone get the "Harvard of the South" joke between Colbert's character and Homer?

"Don't ask me! I went to the Harvard of the South."
"Duke?"
"No."
"Vanderbilt?"
"No. Don't make me say it..."

Huh? Say what, Colbert?! Say what?