Pick over, wash, and drain the lentils. In a heavy-bottomed pot, bring the lentils and water to a boil, skimming off any scum that rises to the top. Stir in the turmeric. Cover pot, with lid slightly ajar, and simmer over low heat for 1 1/4 hours, stirring occasionally.