Grassy weed in lawn and mulched beds
This looks and sounds like yellow nutsedge. Below is a link to a publication by Purdue University Extension that describes the plant and provides some options for control. If you have future questions about this situation I suggest you contact your local county Extension office.
Thanks so much for your help! I will just keep pulling it out as it appears.