In this talk we describe the imminently coming work in collaboration with B. Estienne where we demonstrate a purely mathematical construction which recovers some results of Cardy and Calabrese on the so-called entanglement entropy. Skipping briefly over introducing the latter notion, we start by defining mathematically a Conformal Field Theory over a (smooth) Riemann surface