Some similar species that look similar include golden alexander and giant hogweed. According to the University of Minnesota Extension Wild Parsnip publication regarding toxins and toxicity ...

A number of plants are often confused with giant hogweed, including cow parsnip, angelica, Queen Anne's lace, wild parsnip, and poison hemlock. While giant hogweed was often originally planted for ...