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I can reproduce this in Edge. I open several pdf files in Edge and they all show "Page size: 11.33 × 14.67 in (portrait)". I think that's by design in Edge pdf reader. You can provide feedback about this by pressing Alt+Shift+I in Edge or through the Microsoft Edge Insider forum.
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Regards,
Yu Zhou