The ill-fated bus was on its way to Nepal from Deoghar in Jharkhand when the driver lost control over the vehicle.
The bus overturned killing the seven pilgrims on the spot, they said.
The injured were admitted to a nearby government hospital, where condition of five was stated to be critical, police added.
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