In this definition, distinctive means in the same situation, people will react differently. Characteristic in this definition means the stability (consistency) of the thoughts, behavior, and feelings of a person overtime and in different kind of situations.
In psychology, personality is defined as distinct differences in characteristic sequence of feeling, behaving and thinking.