The Democrat Gulch Prospect is down Democrat Gulch road. You can drive most of the way there and then walk up the hill to find old railroad tracks and scrap metal.
Head out of Hailey down Croy Creek Road. Turn right on Democrat Gulch road and drive past Lambs Gulch. You can choose to park at Lambs Gulch trailhead and walk down the rest of the way.