GFCI's do go bad, however, continual tripping can mean a ground fault exists, therefore, I would open it up, disconnect the load side lines as suggested above, if it still trips, it's dead, if it doesn't, there's a wiring problem load side that will need addressing....
Anyone done any digging (even minor) nearby, all it takes is some slight spade damage.