Theoretically, you should use a media in which neither bacteria nor fungi can grow.
Water was sanitized when you put it but, again, bacteria and fungi can grow in it.
Practically, I would agree that it's very unlikely that such minor contamination, if any, can take hold in fermented beer.
My bet is you'll be ok.
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