Definitions of explanation:

• noun:   thought that makes something comprehensible
• noun:   a statement that makes something comprehensible by describing the relevant structure or operation or circumstances etc.

  Example: "The explanation was very simple"

• noun:   the act of explaining; making something plain or intelligible

  Example: "I heard his explanation of the accident"