I managed to solve the issue by re-installing Evernote.
It saves a hyperlink in the note to the page once again, however, it still saves a screen shot as well. This did not happen before.
If I have de-selected "clip full article" then what is the point of an additional screen shot with my URL?? Other than to take up file storage space?
Also, I seem to remember having this problem a year ago.
I've seen other people having this issue on forums. I'm confidant this is not a user error or anything non-evernote related. (Please dont ask whats my Chrome version, what URL I'm trying to clip, is it raining outside, is my phone turned on).
Anybody from Evernote have anything to add to this? This is one of the main uses of Evernote for me, as is many others.