Liberty Ships are pretty recognizable, and there are only two that are in any condition to venture out to sea or be filmed...the O'Brien and the John Brown. Perhaps Chris Friedenbach, our resident Liberty ship crewman, can chime in...
I would offer an opinion, but I didn't see the episode...
Jeff