“payment status” is"selected for payment" even when invoice has been removed from the payment batch.

Summary:

When viewing the invoice in the invoice module, “payment status” remains "selected for payment" even when invoice has been removed from the payment batch. 
Reason to remove invoice from payment batch is we just want to edit the invoice (apply prepayment). Do we need to do something else to change the status of the invoice.