EDIT: Originally I used the title "How do I find the Target of a MS-Office shortcut?" but have since changed it as the problem is not specific to MS-Office shortcuts.
I have MSOffice 2010 OneNote installed, the shortcut in the Start menu has the following properties:

As you can see the Target information is generic and the Find Target button is greyed out.
How do I find the file the shortcut is pointing to?
EDIT: I was looking for the Target of the shortcut so I could use it with one of the "Favourite" keys on my Microsoft keyboard. However, in getting caught up in wanting to find the location of the Target I forgot that I could just set the favourite to point to this shortcut, not the executable.
Although that solves my issue it still leaves we wanting to know how to find the location of the Target files in Advertised shortcuts.