When the Philharmonic joined together with the National Symphony in 1921 , they had the Dutch conductor Willem Mengelberg . In 1921 the Philharmonic merged with New York 's National Symphony Orchestra ( no relation to the present Washington , D.C. ensemble ) . With this merger it also acquired the imposing Dutch conductor Willem Mengelberg .