Indeed, and I'm surprised it wouldn't be. When I was a graduate student we got tuition waivers but beyond that it was a salary for being a teaching or research assistant. TAs were definitely considered employees, because they were also union-represented.

That’s the standard, not the exception, for PhDs. Which is why it’s not really “those cases” that should be earned income - its the entire category.