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Screenshot below but the gist is that I'm seeing the flag but no edits seem to be pending.
The review indicator is a global indicator. Every user with review privileges sees the same number in the indicator. You have already reviewed these 5 items, but there are still other people who have to review them, so the indicator is still there.