Answer: Rhubarb naturally blooms and tried to set seed. Some varieties will bloom later in the season than others, but healthy plants will bloom. There really isn't much you can do about it. Trimming off the stalks at the base before the flowers fade will help preserve the plant's energy so that is the right thing to do.
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