Local militia. That'd be the narrative reason for global polearm and light armour proficiency. I recently prepped a PnP adventure set in Elturel and each of the city districts maintains its own militia independent to Hellriders and Companion knights.

I'm guessing if I read up in detail about Waterdeep or BG that they'll have militias too.