The Hanging Stranger by Philip K. Dick

The Commissioner nodded. “Yes, they undoubtedly had escaped, as you did. Freak accidents. But the rest of the town was firmly in control.” He turned from the window. “Well, Mr. Loyce. You seem to have figured everything out.”