In this semi-interval relation set and algebra, events and times are still modelled as temporal intervals, but one is not required to fully specify the bounds of both related intervals in order to describe the relation between them.
when one considers how human annotators cope with the task as it is often cast, it is unsurprising that machine performance is not high.