Last year, a team of astronomers using the European Southern Observatory got an image of what looked like an extrasolar planet orbiting a brown dwarf. Observations by the Hubble Space Telescope seemed to confirm the discovery, but scientists had to wait for some time to pass before they could verify that the supposed planet was not just a background object that happened to be aligned on the sky with the brown dwarf. New observations confirm that the two are indeed gravitationally linked.
http://www.eso.org/outreach/press-rel/pr-2005/pr-12-05-p2.html
For more on the search for extrasolar planets, see Thinking meat in the cosmos.