It took about eight years to build Westminster Cathedral. Construction on Westminster Cathedral was begun in 1895 and finished in 1903. The cathedral was consecrated in 1910. There is a link below.
Ely Cathedral was built from 1083 to 1375, so construction spread over 292 years. This is actually fairly typical for a medieval cathedral, and not an excessive amount of time to build from...