King's Bench Walk houses barristers' chambers and is part of the Inner Temple, a professional association for barristers and judges.
The Temple takes its name from the Knights Templar, who originally leased the land to the Temple's inhabitants (Templars) until their abolition in 1312.
A comprehensive article on Inner Temple can be found on wikipedia: http://en.wikipedia.org/wiki/Inner_Temple.