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I've been poking around through the Open Graph API and FQL options, I'm not yet convinced this is possible. Still have several more options to explore before punting to a future release.
It looks like this is not currently possible with the Facebook API. We need to be able to get the Facebook object ID (of the wall post, etc.) by querying for the URL of the link referenced in the post. Once we can do this, we should be able to pull in these likes and comments as we want to.