Hemorrhage from the pancreatic duct, referred to as hemosuccus pancreaticus or pseudohemobilia, is a rare cause of gastrointestinal (GI) bleeding. This potentially life-threatening complication of pancreatitis may pose a significant diagnostic and therapeutic dilemma, especially in patients who do not exhibit symptoms such as abdominal pain, jaundice, or GI bleeding. Here we describe a 55-year-old male with a known history of chronic calcifying pancreatitis, who presented with repeated episodes of melena associated with paroxysms of abdominal pain and frequent drop in hemoglobin requiring hospitalization. Initial endoscopic evaluation was negative. Endoscopy was repeated after an episode of melena which showed blood spurting from the ampulla. Further evaluation with abdominal CT scan, CT angiogram and conventional angiogram revealed no source of blood loss. Hence emergency surgery was done. There was evidence of splenic vein rupturing into the pancreatic duct.