Not being an expert on weeds, I felt I should start learning about them by identifying this weed that has invaded my wife's flower bed this year. We didn't see it last year.

To get them out, I need to use a grubbing tool, as the root is very deep and delicate. The leaves are soft to the touch.

Thanks for any help!