Does the country Philippines have a supercomputer?

Yes they do. As far as I know, they already use or will be using the IBM Blue Gene.

http://newsbytes.ph/2013/05/18/ph-gets-its-first-supercomputer/

http://betterphils.blogspot.jp/2013/06/first-supercomputer-in-asean-countries.html