What do I do to replace my temporary passport with a permanent passport?

Question: My passport was stolen while I resided in the UK and the US Embassy issued me a temporary passport. This temporary passport needs to be replaced

Source: http://www.us-passport-service-guide.com/what-do-i-do-to-replace-my-temporary-passport-with-a-permanent-passport.html

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