The gist is that it was a rebellion to attempt to put someone else on the throne. ML got involved because he thought that would help FL, but by the time FL found out, it would bring more harm to her than good (because FL's family supported the current king, and FL had to take over as her family's head because her brother died). Anyways, this conflict makes up the second half of the series, so we probably won't get there yet.