Edit: I missed part of your sentence, but will keep my reply You're missing option (4) which is A is caused by C and B is caused by D but C and D are different

Edit: I missed part of your sentence, but will keep my reply You're missing option (4) which is A is caused by C and B is caused by D but C and D are different things..