If you experience any of the reminder issue,
Cannot turn off the reminder, You may be reminded again, Outlook ghost reminder/appointments; Delete reminders that keep returning
If you connect with exchange server,
1. Try to change the outlook from cached mode to direct mode.
2. Reopen outlook, identify the problem reminder(remove/delete it).