Yes, it can kill you. But I doubt you will drink that much. It's more of a danger to endurance athletes.
The risk isn't so much the water the change in body chemestry draining your bodies electrolytes. So if you do run a marathon and drink a lot of water, get your sodium tabs or drink stuff with a balanced electrolyte setup (Ultima Replenisher).