Complex sentence: He lost his seat in the 1951 elections, and following the Six-Day War he joined the Movement for Greater Israel, which advocated Israeli sovereignty over the West Bank.
Split into simpler sentences: He lost his seat in the 1951 elections. After the Six-Day War he joined the Movement for Greater Israel, which advocated Israeli sovereignty over the West Bank.