explain analyze actually runs the query to do timings. Just run explain and see what you come up with. More than likely there is a nestloop in there which is causing the long query time.
Try bumping up shared buffers some and sort mem as much as you safely can.
Just use an EXISTS query I suggest.
Chris
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