Our first contribution is that, to the best of our knowledge, we are the first to systematically study and quantify performance on a range of temporal commonsense phenomena.
we consider five temporal properties: duration (how long an event takes), temporal ordering (typical order of events), typical time (when an event happens), frequency (how often an event occurs), and stationarity (whether a state holds for a very long time or indefinitely).