A Kentucky bourbon pie and a Derby pie are the same dessert. But there's a reason you'll never find a bakery that calls its pies Derby pies.

If you're tuning into the Kentucky Derby, one tradition you shouldn't skip is enjoying a chocolate walnut pie. Since the 1950s, this dessert has been a regional favorite and goes by several ...