Or you can just have two different mortgages for two different properties....i.e. your primary residence and a rental property or vacation home.
But you can't have two first mortgages on the same property...only the situation wolf mentioned.
Unless of course you are comitting mortgage fraud, then you are free to have as many mortgages as you'd like
really stick it to them