The name "bourbon" even comes from old Bourbon, what is now Bourbon County, Kentucky. Most bourbon is made in Kentucky, but not all, so it has become synonymous with the spirit, much as the Champagne region in France is synonymous with champagne, even though sparkling wine using similar methods is produced elsewhere.
It Doesn't Need to Come from Kentucky