In the initial CEP implementation there is no direct way to establish whether an event has been evicted from a time window or not, without adding tags or performing some other modifications to the event itself.
It would be much more convenient to configure CEP rules and to troubleshoot their operations if event eviction would be registered and displayed in the "Actions" column in Monitoring => Problems :