I can't seem to be able to access past events in the graph api, it only seems to give me access to the current events, either the events API is broken, or facebook does not provide access to past events, but there is nothing in the docs that would suggest that...
It turns out the Facebook pagination is broken for events, but there is a walk around by setting the "since" parameter to 0 and paginating upwards ans oppose to backwards...