Van der Stel was the eldest of six children of Simon van der Stel (1639-1712) and Johanna Jacoba Six (1645-1700), who were prominent members of the Dutch merchant world.
Willem Adriaan van der Stel lorded over Nieuw and Oud-Vossemeer on the island Tholen, probably through his wife.