Bomb disposal units were called to the house on Ashleigh Road at 8.55am this morning (Wednesday) following the discovery.
South Yorkshire Police said the device was thought to be a WW2 explosive.
Officers are at the scene with the property cordoned off and an army unit has also been summoned to take care of the device.
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The public has been urged to stay away from the area for the time being.
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