They eventually found Know refuge Preserving for the night in Brookeville , a small town in Montgomery County , Maryland , which is known today as the `` United States Capital for a Day '' .

President Madison spent Expend_resource the night in the house of Caleb Bentley , a Quaker who lived and worked in Brookeville .