Taubenberger was born in Germany, the third son of an Army officer.
The AFIP was one of more than a dozen tenant facilities located on the campus of the Walter Reed Army Medical Center in the north-east of Washington, so its director reported to the Surgeon General of the Army and not to the commander at Walter Reed.