Artist Dagmar Olrik, judge Eyvind Olrik, historian Hans Olrik and cultural historian Jørgen Olrik were siblings of his.
Kunstnik Dagmar Olrik, kohtunik Eyvind Olrik, ajaloolane Hans Olrik ja kultuuriloolane Jørgen Olrik olid tema õed-vennad.