> If there was no difference between capital and labor, then capital gains and labor income would be taxed at the same rate.

There's a distinction between capital and labor when the terms are used in an accounting sense but when "capital" is used as a shorthand for a class of people, there isn't. Once someone starts talking about "actual workers" vs "owners of capital" they're drawing that distinction.