Blair House is shown in the photo from around 1918, when it was still a private residence. It wasn’t purchased by the government until World War II, in 1942.
The house had been in the Blair family since 1837, when Andrew Jackson’s editor Francis Preston Blair, namesake of Silver Spring, Maryland, bought it from the estate of Dr. Joseph Lovell.
Source: Library of Congress