>>>> I am unable to locate the properties section that shows aligned vs rotated dimensions, could you direct me towards it ? 

Here it is:

Sorry, I thought you are trying to edit existing dimensions.

So rotated vs aligned doesn't apply to your case.

Can you attach both drawings (or part of them) - I'll take a look.