Facebook Phonebook regroups all the contacts imported from your mobile phone.
To remove the mobile contacts from your phone:
First you must disable this option from your mobile phone
Login to Facebook
Click on Friends>Phonebook
In the right hand side you shall have a link.
In the page that opens click on the Remove button
Simply wait for the process to undergo and it shall be OK.