The pelvic blood supply is primarily derived from the internal iliac arteries, which branch into several arteries supplying the pelvic organs, gluteal region, and perineum. Understanding the complex network of these arteries is crucial for surgical procedures and managing conditions like pelvic trauma or vascular diseases.