> I understand the difficulty of maintaining such a large water distribution net

I don't think that's what you're noticing. Water distribution tends to be pretty localized, and taste can vary quite a lot in different cities and regions depending on how it's treated and where it comes from. Be sure to taste the water in New York City if you get to visit; it's very tasty.