Which of the following is a dataset configuration option?

The correct choice highlights entity extraction as a dataset configuration option because it involves identifying and extracting specific information or data points from larger datasets. This process is crucial in organizing and structuring data in a way that makes it more usable for analytical purposes. By focusing on identifying entities, such as names, dates, and locations, entity extraction enables users to tailor datasets to meet their specific needs and enhance their analysis.

The other choices, while related to data management and analysis, do not specifically fall under the category of dataset configuration. For example, automated tagging refers to the automatic assignment of keywords or labels to data, which assists in organizing data but is more of an operational or process feature rather than a configuration of the dataset itself. Data filtering is a technique used to refine datasets by including or excluding certain data points based on specific criteria. While this is essential for data analysis, it doesn't directly configure the dataset. Report generation involves creating summaries or visualizations based on the data and is a subsequent step after configuration rather than a configuration feature itself.