What causes iCloud duplicates (and which to keep?)

Since the iTunes 11 upgrade, everything I've purchased from the iTunes Store appears twice in iTunes - one version with an iCloud icon overlay, and one without.
I do NOT use or subscribe to iTunes Match (I'd love to, but the 25k track cap is far too small).
I can right-click the non-iCloud version and do Reveal in Finder. Right-clicking the iCloud version does not have a Reveal in Finder option. In other words, there's only one copy of each duplicated track stored on my computer, and another one in the cloud.
In most cases, both versions have the same bitrate, but in other cases they do not.
I understand the Find Duplicates feature will be restored soon, and that's good news. When it does re-appear, I'll want to remove all these dupes... but which version should I keep?  And shouldn't iCloud+iTunes be resolving this automatically?
Thanks for any insight.

BTW, this problem also affects my "Unplayed" smart playlist, since it now shows a ton of stuff unplayed that isn't (it considers the iCloud versions unplayed).

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