I think it would depend on the type of disaster. Those who figure it out the soonest will make mad dashes for whatever they can find. That might set off a mass panic, snowball like affect.
If it was some unknown, might take some time before people realize that what is in the cabinets is it. Especially when they get down to eating those cans of soup that have been in there for months/years.