What is the logic where companies for a former employee are not allowed references?

I know of a company in my industry who has an explicit policy of “If you leave this company, you may never come back.” So the answer for every one who leaves is “not eligible for rehire.” So when that question is asked, does it get spelled out, or does everyone who comes from there get screwed for a reference?