Brown died on May 1, 1900, when his son was only three months old. His brother Harold Brown died a few days later after returning to the United States from Europe after hearing of his brother's death.[14][15] John Nicholas Brown II was referred to as the richest child in the world at the time.[16] In 1901, his widow donated the funds to build Emmanual Episcopal Church in Newport, RI in his memory.