simpson was born and raised in east craftsbury, vermont. he attended amherst college, and graduated from columbia law school in 1873. he was formerly a law clerk at the old-line firm alexander & green. along with his fellow former clerks thomas thacher and william m. barnum, they organized their new law firm on january 1, 1884.