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In Cartan's 1938 Annali di Mat. paper, he shows that the normal curvature of any curve traced on the surface is constant. Does this imply that the surface is a quotient of the sphere $S^3$? I haven't found any other mention to the topology of the hypersurfaces..
The details you added are great! Unfortunately, I couldn't find what you wrote in the reference above. Could you give me another reference? I will need it for my work.