According to local Islamic tradition, the sanctuary was named after a holy man named Sheikh Ahmad al-Qatrawani from the destroyed village of Qatra north of Gaza.
Many Palestinian Christians argue, however, that the site was dedicated to Saint Catherine, suggesting the etymological origin of "Qatrawani" to be from "Catherine".