Heat the oil in a large, heavy-bottomed pot, such as a Dutch oven. Add the parsnips and pears and cook over medium heat for 3 minutes, without browning.
Add the vegetable stock, salt, pepper and nutmeg. Bring to a boil, then lower heat, cover and cook until pears and parsnips are tender, about 20 minutes.