The village name 'Newton' is Anglo Saxon in origin and means 'new farm'. It was recorded in the Domesday Book of 1086 as Niwetone. The affix 'Blossomville' came later, referring to the manorial family of the village in the Thirteenth century. This was added to differentiate the village from other places called Newton, particularly Newton Longville in Buckinghamshire.