This project has been busy developing software for semantic relationships on your desktop machine. Technology Review published an article about the release of the software. There is a free version for Windows, Mac and Linux. More information about the Nepomuuk software is on their wiki site.
I will be trying out this software and will follow up with my thoughts. If you do as well, please feel free to post comments about it here.