You can play BattleGems offline on your mobile device, but connecting to Facebook does unlock additional features, such as the ability to PVP with your friends and ask your friends for help with getting more keys. Your progress will also be saved via Facebook.
If you do have any issues with your Facebook account, please contact Facebook directly for assistance.