Set Online Global Address List as default for Address Book.

Open up Outlook, go to Address Book, click on Tools, then select Custom. Add Global Address List, hit Add. 

Then click on Custom and select Global Address List and hit the up arrow to make it default.  Hit OK. 

You can also click on the drop down at the bottom to automatically open the address book to Global Address List.