A friend who's an EMT later said it was a LP gas tank exploding at the Pentagon.
There were also realtime reports of a car bomb at the State Dept., which turned out not to be true.
I took a drive around downtown DC that same evening, including right through the Mall via 14th Street, and there was no other apparent damage other than the Pentagon.