 The road gets its name from the paper mill constructed at the crossing in 1850.Early in the 20th century, the waterway was crossed by the Paper Mill Covered Bridge.In 1922, the Baltimore City Department of Transportation, which maintains most of the roads within the reservoir park area, replaced the covered bridge with an arch through truss bridge in preparation for the filling of the expanded Loch Raven Reservoir.