This bug was fixed in the package python-numpy - 1:1.6.1-5ubuntu1

---------------
python-numpy (1:1.6.1-5ubuntu1) precise; urgency=low

  * debian/patches/search-multiarch-paths.patch: (LP: #818867)
    - add multiarch libdirs to numpy.distutils.system_info
  * Merge from Debian unstable, remaining changes:
    - debian/patches/20_disable-plot-extension.patch
       Disable plot_directive extension, and catch ImportErrors when
       matplotlib cannot be imported, which allows us to remove
       python-matplotlib from dependencies.  This is required because
       python-numpy is in main, while python-matplotlib is in universe.
    - Build using dh_python2
      add bin/f2py* to .install files
    - keep Replaces: python-numpy (<< 1:1.3.0-4) in python-numpy-dbg
      for lucid upgrades
 -- Julian Taylor <jtay...@ubuntu.com>   Sat, 11 Feb 2012 12:55:21 +0100

** Changed in: python-numpy (Ubuntu)
       Status: Confirmed => Fix Released

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https://bugs.launchpad.net/bugs/818867

Title:
  numpy.distutils provides inaccurate system information for
  ubuntu-11.10

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