When a third party purchased a property which is under litigation and such third party has knowledge about it, then he purchases the property on as is where is basis and the purchase would be subject to the final outcome of the litigation and would bind such third party
as the JD has withdraw the appeal against the TC's decree, you can now execute the decree and take steps to recover possession of the property
while doing so, the third party will act as an obstructionist and will obstruct the execution of the decree
therefore you will have to take out an obstructionist notice in which this third party will be the respondent and he will be heard by the executing court as to the right under which he claims over the property in question
thus the question of limitation does not arise
just execute the decree and on obstruction by this third party, take out obstructionist proceedings in which this third party will be joined as a respondent