An olive was a type of fruit. It was used to create olive oil.
When the Tenth Doctor warned everyone at Richard Lazarus's party to leave, a guest joked that the most dangerous thing there was choking on an olive. Ironically, she was subsequently attacked and drained by the mutated Lazarus, leaving nothing but her withered husk behind. (TV: The Lazarus Experiment)