I was using e which in this case was a commonEventObject. Using that i could get the EventId:

var eventId = e.calendar.id;
var calendar = CalendarApp.getCalendarById(e.calendar.organizer.email);
var event = calendar.getEventById(eventId);

And event has everything. Example: event.getStartTime(), event.getTitle() and so on...