Sprinkle the gelatin over the water and set aside to soften.
Split the vanilla bean in half lengthwise and scrape out the seeds. Save the empty pod halves for another use. Thoroughly mix the vanilla bean seeds in a small portion of the simple syrup to distribute them and break up any clumps. Mix this into the remaining simple syrup.