Be unfair to her, maybe, starting a little late (5)

I haven't cracked this one yet — but the brilliant team at Times for the Times have:

being unfair to a “her” could be being sexist, so starting late would make it EXIST. It took me a while to stop looking for “be unfair” as the definition.