Do truth and morality affect beauty? We hear of immoral beliefs being 'ugly'.

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Do truth and morality affect beauty? We hear of immoral beliefs being 'ugly'. All other things being equal, would a piece of art that supported falsity and immorality be any less beautiful? (For example, art that supported the Nazi party?)