Dis-: Refers to separation; to set apart or asunder. Used in words such as disable and disagree.
Dif-: Refers to removal; to move away. Used in words such as difference and difficult.
Di-: Refers to negation; to deprave or undo. Used in words such as dissipation and divorce.