Thanks to you all, I'll look at the caterpillars more closely in summer and take a photo. However, they don't look like the brown butterfly...
I've got several geraniums in my garden and in the last two summers my "Johnsons Blue" and some other geraniums (but not magenta flowering ones)...
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