Hello....
Jane explained it right over Mary’s head.
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I don't hear the phrase "over someone's head" used like this. This is how it might typically be used:
Jane's explanation went (right) over Mary's head.
This means what you say. If I did encounter the original sentence I would interpret it the same, but, as I say, it doesn't sound natural to me.