Rosenthal getting deported to the East.

In the movie and the book, Herr Rosenthal confronts Pug on his walk home on Christmas Eve 1939 to solicit financial assistance by selling his possessions in the rented mansion because he will be getting shipped East soon. The first batch of Berlin Jews were not deported East until October of '41, which was almost 22 months later. Dramatic license.