Sapir was born into a family of Lithuanian Jews in Lauenburg in the Province of Pomerania where his father, Jacob David Sapir, worked as a cantor.
Sapir lahir dari keluarga Ibrani Lithuanian di Lauenburg, Provinsi Pomerania di mana ayahnya, Jacob David Sapir, berkerja sebagai penyanyi.