Embodiments of a computer system that determines a time history are described. During operation, the computer system receives a single command which accesses information associated with the time history, wherein the command is received from a user, and the information is to be used by financial software. Then, the computer system generates multiple queries corresponding to the time history, where the multiple queries access multiple data sources. Next, the computer system executes the multiple queries to obtain the time history.