Complex sentence: After their respective spouses died, they reunited and got married, however, they did not tell their children that they are half siblings, as that would reveal their infidelities.
Split into simpler sentences: After their respective spouses died, they reunited and got married. However, they did'nt tell their children that they are half-siblings, as that would reveal their infidelities.