Temporal annotation involves marking up text or data with information about time-related aspects, such as dates, durations, or temporal relations, to facilitate understanding and processing of temporal information. This process is essential in fields like natural language processing, information retrieval, and data mining, where accurate temporal interpretation can enhance the utility and accuracy of the data analysis.