He believed in the unity of opposites , stating that `` the path up and down are one and the same , '' existing things being characterized by pairs of contrary properties , and other explorations of the concept of dualism . He believed in the unity of opposites , stating that `` the path up and down are one and the same '' , existing things being characterized by pairs of contrary properties , and other explorations of the concept of dualism .