Can I recover a deleted event or task after triggering it?

It's not possible to recover a deleted event or task after triggering its deletion. The task either deletes permanently if you have activated the Allow event deletion option in Sync Settings, as shown in the screenshot, or it gets un-synced on Notion if it's disabled (although you can still see the task).