Kids that young don't know what rape is, they certainly do not exhibit the malice or violence, nor predatory instinct we all assosciate with rape.
I think the point the kids father made about the girl not crying rape until her mother found out will ring true, we are probably dealing with the mothers hang ups here, probably the children were all naked or something and the prudish women has had a panic attack.