T.W.
Just combine the parties but send separate invitations. That way the people coming will bring a gift for the person they received the invitation from.
There is no need to put that it is a combined party on the invite, that would actually be rude because they would feel obligated to bring a gift for each kid. Hope this makes sense.
Have fun!