Chat GPT 3.5 generate wrong infomation

im using Open AI completions with model GPT-3.5-turbo-intruct to generate some documents. Models often create bogus place names or bogus city and province names.
How can i control that? i just repair my prompt but it not works

Yep!

GPT-4 is less prone to hallucinations.

You can improve your odds by always ensuring that the model has access to the information necessary to generate the desired output.

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