All US passports are issued by the us department of state, which is what you put in the "where was the passport issued" field of a visa application. A bit confusing.
Giving bureaucracy the benefit of the doubt :-) there may have once been a reason to know which office some paperwork was filed in a cabinet in. Today, everything is presumably all digitized in a centralized database somewhere even if the clerical work is distributed.