The pipeline pig disclosed includes a cup-shaped cleaning element having a spherically shaped outer surface with a diameter equal to or greater than the inside diameter of the pipeline for engaging a pipeline inner wall even as the pig passes through curved sections of the pipeline. The cleaning element has a plurality of grooves in its outer surface that provide a plurality of scraping edges to scrape rust, scale, and other substances from the inner wall of the pipeline.