Original: To stop this drain of people defecting, the East German government built the Berlin Wall, thus physically closing off West Berlin from East Germany, on August 13, 1961.
Simplified: To stop this drain that the East German government built the Berlin Wall, thus physically closing off West Berlin from East Germany, on August 13, 1961.