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Issues with Binary Field

I am noticing that when using a binary field as a key to match on the application will not always detect that the two keys match.

The keys definitely match and the fields are of type Binary(16). These are UUID fields. Any thoughts on why this would not work? It seems to only happen on certain tables of ours but the field type is the same.
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