The Princess Sophia ( Sophia Matilda ; 2 November 1777 â `` 27 May 1848 ) was the fifth daughter of George III and Queen Charlotte . The Princess Sophia ( Sophia Matilda ; 2 November 1777 â `` 27 May 1848 ) was a member of the British Royal Family , the twelfth child and fifth daughter of George III .