"The Durham Record" website, run by the County Council, will have photos of the area. I know that the pub was used as a booking office for the Stockton and Darlington Railway, when that first opened in 1825 (there weren't any stations built in time for the opening.) The remains of the later station, in use up to the 1880s, I think, are nearby.