Kolbe was born in Elliehausen, near Göttingen, Kingdom of Hanover (Germany) as the eldest son of a Protestant pastor.
Kolbe s-a născut în Elliehausen, aproape de Göttingen, Regatul Hanovra (Germania), fiind fiul cel mare al unui pastor protestant.