Source, in full
If Quayle said this, he would only be repeating a phrase that first appeared in print approximately 100 years earlier. See: Staff writer (13 May 1889) "The Great State of Chicago," Chicago Daily Tribune; Staff writer (13 April 1895) "The State of Chicago" New York Times; Norman Mailer (1968) Miami and the Siege of Chicago