May 31, 1981 (Sunday)
- Buster Douglas, who would become the world heavyweight boxing champion in 1990, began his professional career, knocking out Dan Banks in the third round in a bout in Columbus, Ohio.
- Born: Jake Peavy, American MLB pitcher, in Mobile, AL
- Died: Giuseppe Pella, 79, former Prime Minister of Italy
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