I think that it works, but for it to work you need to enable Google Play services. From what I understand, this is done in a sandboxed manner simulating a fake identity, so it is possible to do this while isolating Google from your phone to an extent. But I think that WhatsApp is in itself problematic and one of the direct offenders that I want to avoid, regardless of its reliance on Google Play services, and so I have not gone through this effort myself.