The name Rabbit Hash may derive from the historic use of the local rabbit population as food. The hamlet's most notable building, the Rabbit Hash General Store, is regarded as the best known and best preserved country store in Kentucky. There is a distinction made between urban Rabbit Hash and suburban Rabbit Hash.