That only counts for logical arguments. There is an assumption that if a reason is given for firing someone, anyone should be fired under the same circumstances

That only counts for logical arguments. There is an assumption that if a reason is given for firing someone, anyone should be fired under the same circumstances on basis of fair treatment.