1) You should have enough nobles in your realm to join the underground rebellion.
2) When you have enough, you can move up and make it an open rebellion against the government.
3) You (the rebel forces) and the loyalists then proceed to fight each other at the capital. Whoever wins takes control of the government.
Nobles can also remain neutral, and I think they just sit out of the shenanigans in the capital.
