Cape Town earned the nickname 'The Mother City' because it was the first city to develop in South Africa, serving as the starting point from which the rest of the country grew. The other options are nicknames for other cities: Philadelphia is 'City of Brotherly Love,' Manila is 'Pearl of the Orient,' and Beijing is 'The Forbidden City.'