Genuine. Trash everywhere, front yard is a mess, looks to have some boarded up windows. Saw it on Google Maps Street View.
In other news I just learned that Taunton MA is one of the oldest towns in the USA and was entirely settled by your Taunton. It holds a similar role in it's county as well. The things you learn!