Reading pdf parallelly while taking notes

I wanted to read a pdf and parallelly make notes from it and my highlights of it,but when i open the pdf in split view and then on the other side open its notes - the document shifts to notes on both sides. Or if i click on the pdf it opens the pdf on both split views.
I want there to be the pdf on one side and its notes on other, Could someone please guide how to do this?