Columbus named it after his favorite Spanish monastery, Our Lady of Guadaloupe, in Estremadura.
Our Lady of Madrid was Columbus's favorite monastery. 
mnli hypothesis: Our Lady of Madrid was Columbus's favorite monastery.  premise: Columbus named it after his favorite Spanish monastery, Our Lady of Guadaloupe, in Estremadura.