Definition from macmillandictionary.com
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They are investigating the mysterious disappearance of a young man.
He died in mysterious circumstances.
a mysterious woman in a white suit
a mysterious illness
Stop being so mysterious and tell us what happened!
The rugged mountains in the distance were dark and mysterious.