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I have tracked down some results on explicit classifications of simple modules for $u_q(\mathfrak{sl}_3)$. The general picture is that the simple modules are bigraded by the root lattice and look like towers of concentric hexagons.

For the benefit of anyone else interested, there is a long series of papers by Dobrev:

…and many others.

Also there is a paper by Abdesselam, Arnaudon, Chakrabarti:

and a discussion of dimensions by Mariana Pereira here:

Some of the relevant material is hard to find and/or requires paying large sums of money to publishing corporations.

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