To their credit I did get this message from them today:
We reviewed the ad you reported and found that it goes against
our Advertising Standards. We let the advertiser know that we
removed the ad, but not who reported it.
Thank you for letting us know. Reports like yours help us to
improve the integrity and relevance of advertising on Facebook.
But mine was an absolutely open and shut case.