Sure, the example here just needs you to wrap the group_concat around the ingredients.items column, then group by the recipe. Try this:

SELECT r.name, group_concat(i.item) as ingredients
FROM recipes r 
LEFT JOIN recipe_ingredients ri ON (r.id = ri.recipe_id)
LEFT JOIN ingredients i ON (ri.ingredient_id = i.id)
GROUP BY r.name

Hope that helps!