The two explosions in the Sadr City neighborhood , a vast Shiite slum in eastern Baghdad , appeared to be retribution for a particularly brutal episode on Sunday in which Shiite militiamen rampaged through the predominantly Sunni neighborhood of Jihad , pulling people from their homes and cars and shooting them in the head .