Poison hemlock can be identified by its tall stature, reaching up to 8 feet in height, with umbrella-shaped clusters of small white flowers. Its stems are smooth with purple spots. Always be cautious, as mistaking it for edible plants like parsley or wild carrots can have fatal consequences.