One can spend a long time in jail in the U.S. without ever being charged with a crime.

It happened to H. Beatty Chadwick, a former Philadelphia-area lawyer, who has been behind bars for nearly 14 years without being charged.

Businessman Manuel Osete spent nearly three years in an Arizona jail without ever receiving a criminal charge. And investment...