1) Go to Tools --> Address Book
2) On the left section, click Personal Address Book --> Look for firstname.lastname@example.org and delete it.
For Microsoft Office Users:
1) Under Home Section, Go to Address Book
2) From the list of contacts, look for email@example.com. Right-click on that entry and choose delete.
3) Click Yes to complete the process.