SOURCE: ghostcitytours.com (edited) The Eastern State Penitentiary sits in the middle of Philadelphia’s Fairmount neighborhood and is considered one of America’s most notorious prisons. According to paranormal experts, it is also considered the most haunted site in Pennsylvania. Today, the massive, decayed historic structure is open for public tours. It also hosts a Halloween attraction; more on that later, but first some of its history.