Say the first and second fundamental forms of a surface (a and b) in 2D are incompatible (i.e. they do not satisfy the Codazzi-Mainardi equations), then the "surface" cannot be embedded in 3D. Is this surface embeddable in some (albeit unknown) higher dimension? I feel this may be related to Nash's theorem in differential geometry, but I am not confident.
FWIW - I am not a mathematician, I am somewhere between an engineer and a physicist.