CSRF protection by storing nonce in Session variable and form

To protect against CSRF you should put a nonce in a hidden field in the form, and in a cookie or in the session variable. But what if the user opens several pages in different tabs? In this case each tab would have a form with a unique nonce, but there would be only one nonce stored in the session variable or cookie. Or if you try to store all the nonces in the cookie/session variable, how would you identify which one belongs to which form?