Sense had added a way to report that a device that is currently showing as running is not, there should also be a way to report that a device that popped up in the timeline was never on.
I steam mopped my floors this morning. When I looked at Sense later it showed my stove burner and dishwasher going on and off during this time. Neither were ever on.