Nazi Germany surrendered on Harry Truman's birthday while he was president.
Explanation
The statement is false. Nazi Germany surrendered on May 7, 1945, while Harry Truman became the President of the United States on April 12, 1945, following the death of President Franklin D. Roosevelt. Therefore, Nazi Germany had already surrendered before Truman's birthday, which is on May 8th.