I am assigning a texture to it as well, by the name 'stonemarble'. To do this, I'm setting its material to marble_tile from within WED,
Make sure you've imported your WAD file, and double click the texture from the WAD file, while your block is selected to apply a texture.
Textures and Materials are two different things.
Perhaps you want to follow my WED tutorial