Local legend has it that Sungai Pelek got its name from the temporary river formed by the overflow of the Sungai Sepang and Sungai Sepang Kecil during high tide.
This "strange/unusual" river lasted only for as long as the high tide, as most of the water would have drained out to sea by low tide.