Has it been 4 days or more since you opened the case?

If so, close the case so this individual gets a strike

otherwise, once it is 4 days (to the minute) or longer, then close the case

You need to contact ebay and ask that they remove the feedback and explain the 'buyer' ignored the reminder to pay and ignored the non payment dispute