The sewer system and fire department were vastly inferior in the segregated neighborhood of Five Points in Denver, CO. Source: http://www.nolegacylost.com
I'm surprised segregated/poorer neighborhoods having worse services is up for debate.
Segregation had racist origins. Segregation was by race. But I concede, not everything local has a racist origin, obviously.