Depends on where the ancestors were and what records survived the Civil War.
Slaves were property, and like any other valuable property, records of sale and ownership were kept.
How else would you prove a runaway was yours?
Since Sherman burned most of the courthouses including property records in the counties between Atlanta to Savannah and most between Savannah and NC It will be tough to show ownership.