LAS VEGAS -- Police detective Mark Menzie drove 55 miles into the desert Sunday to inspect the charred remains of a formerly silver Ford Expedition.

Later, he sat in a kitchen on the city's south side where a 19-year-old man confessed to torching his girlfriend's Chrysler PT Cruiser.

At noon Monday, Mr. Menzie was picking through the smashed...