The Collaborative International Dictionary of English v.0.48:

Herzog \Her"zog\, n. [G., akin to AS. heretoga, lit., army
   leader. See Harry, and Duke.]
   A member of the highest rank of nobility in Germany and
   Austria, corresponding to the British duke.
   [Webster 1913 Suppl.]