Typically I log in and every time I log in I get a dialog Ephiphany crashed do you want to recover or cancel. You click recover and every window that was open is now duplicated.
Just by chance this morning I closed the dialog. Not cancelled but 'X'ed it and I got one copy of all my windows from last time.
Give it a whirl.