Those rates are for employees of the college. PhD students aren't employees.
PhD students in the UK typically receive a stipend from their research council. For 2017/18 it's £14,553 [1]. You don't pay national insurance or income tax on a stipend.
I lived in London on such a stipend for four years. It's tough.