John G. Arnold was born in Oklahoma. Arnold served in a civilian capacity as the chief of business enterprises for the Property Control Branch of the US Allied Commission for Austria (USACA) Section at Headquarters, United States Forces Austria (HQ USFA) in Vienna from January to July 1946.

Arnold lived in Corpus Christi, Texas, after the war.

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