Original: Chronologically, the series takes place during the three-year time period between the films Star Wars Episode II: Attack of the Clones and Star Wars Episode III: Revenge of the Sith.
Simplified: It tells the story of what happened during the time between Star Wars Episode II: Attack of the Clones and Star Wars Episode III: Revenge of the Sith.