Now outside of the village of Bath, NY 54 drops the Geneva Street moniker, becoming a two-lane rural roadway and intersecting with CR 113 (Mount Washington–Argus Hill Road). After CR 113, NY 54 crosses south of a large industrial complex and a local fish hatchery, crossing a local railroad line into a number of residences. Paralleling the railroad to the northeast, NY 54 leaves the town of Bath for the town of Urbana. Through Urbana, NY 54 continues as a mix of rural and residential roadway, intersecting with CR 89 (Hammondsport–Pleasant Valley Road) at-grade. NY 54 bends eastward, passing south of a local cemetery, becoming a two-lane industrial road until the intersection with NY 54A (Main Street Extension) just south of the village line of Hammondsport.