That's fine, I'm just telling you that, regardless of what the city looks like, "Sunken City" as a moniker is associated with Ny'alotha.
"In the Sunken City, he lays dreaming".
Ny'alotha was also shown underwater in the Warbringers: Azshara cinematic. Azshara sees N'Zoth and his city while drowning.