Duke died in New York City on October 10, 1925, and is interred with his father and brother in the Memorial Chapel on the campus of Duke University.
Duke meninggal di kota New York pada tanggal 10 Oktober 1925, dan dimakamkan dengan ayah dan saudaranya di Memorial Chapel di sekitar universitas Duke.