Sorry, forgot it is Murray's now......same owners as the historic Merrick Inn here in Lexington
http://www.murrays-merrick.com/murrays/index.html
It is basically 2 miles from the track, go down Man O War past the airport and it is on the corner of Man O War and Harrodsburg Rd.
Malones is good also, and they have a good bar which will also be hopping after the races.
http://www.malonesrestaurant.com/