Bull Hill , sometimes called Mount Taurus , is a mountain in the U.S. state of New York . It is north of the village of Cold Spring on the Hudson River , in Putnam County . Bull Hill , also unofficially known as Mount Taurus , is a mountain north of the village of Cold Spring on the Hudson River in Putnam County in the U.S. state of New York .