Delusional Disorder is a psychotic disorder like schizophrenia. The DSM states that Delusional Disorder can involve hallucinations if the hallucinations are related to the delusion.
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"Curiosity killed the cat." Well, I'm still alive, so I guess that means I'm not a cat.