Piano keys each have three strings that, when struck by a felt-covered hammer, make a musical sound. (The exceptions are the bass keys, which have either two strings or one.) Pressing the soft pedal shifts the hammers so only two of the three strings are touched, giving the piano a much softer tone.
WSJ: When Two Makes Perfect | By Byron Janis