When I needed something similar I just picked a planet name (can't remember if I made it up or got it from a list somewhere): Koltis.
The situation on Koltis was an ongoing low intensity planetary civil war (basically the half dozen or so hive cities had split into factions and were fighting over who would control the planet, but since none of the three factions wanted to destroy what they were vying to control, it wasn't full scale field conflict, more cold war killing each other's troops far from home, using proxies and client states to hide agendas, etc. type stuff). The arbites got involved only when someone got the clever idea to try to leverage power/advantage by messing with the other side's tithe production.
The big bad in my scenario was a genestealer cult that had broadly infiltrated and had members in all factions in the war, and had basically orchestrated the whole thing on all sides so that they could remove the extant planetary governor and all the important folks from the various on-world power players who might oppose their secret takeover and be able to blame it all on unrest and civil war.
The manipulator's hoped the Arbites would remove and execute the Governor for incompetence for letting the tithes get affected by the conflict., and their puppet would be positioned to step in.
Game never got quite that far b/c that entire acolyte team committed a cascade stupidity resulting in serial fate burn. (i.e. they'd burn fate to survive one debacle, then run out and do something newly suicidal) No one was left alive to uncover the conspiracy.