Reich is a German word analogous in meaning to the English word "realm". The terms Kaiserreich and Königreich are used in German to refer to empires and kingdoms respectively. The Cambridge Advanced Learner's Dictionary indicates that in English usage, the term "the Reich" refers to "Germany during the period of Nazi control from 1933 to 1945".
