Duplicate Post In Webmaster Tools

Google Webmaster Tools is showing that I have duplicate posts in my blog.

It shows http://www.blog.com/post-title-name and http://www.blog.com/?p=1234 as duplicate posts

SEO QA team is telling me to find a way to prevent ?p=1234 from showing in Webmaster Tools.

I’m stumped! Help?