Once an event is created for a contact, the event will appear in the contact's timeline.
You are able to edit the description/date/name of the event at any time by going to the timeline event and clicking the view/edit details option.
In the pop-up window, you will see the 'Delete Event' link at the bottom. Once confirmed, the event will be removed from the contact's timeline.