In Dynamics CRM auditing can be enable at three levels; organisation, entity and field. To enable auditing on entity level, auditing should be enable on organisation level first. Same case is with field level auditing, it should be enable first at entity level.
Entity Level Auditing Warning:
If auditing is not enable at organisation level, you will get following warning message under Data Service section.