Simplify the following text for a Grade 6 native English-speaking person.
Original: The house which forms the architectural core of the present palace was built for the first Duke of Buckingham and Normanby in 1703 to the design of William Winde .
Simplified: It was built by John Sheffield , 1st Duke of Buckingham and Normanby in 1703 .