A hertz (symbol: "Hz") is a unit of frequency.  The sampling rate, sample rate, or sampling frequency defines the number of samples per second taken from a audio signal to make a digital representation of that signal.

One hertz means one cycle per second; one hundred hertz means one hundred cycles per second; one thousand hertz (or a kilohertz - symbol "kHz") means one thousand cycles per second.