New years entity resolutions

Just in case you think that entity resolution problems (matching up names appearing in multiple data sources, while not falsely assuming that everyone named “John Smith” is the same person) are purely an academic concern, I recently got an email from an airline announcing TSA’s new Secure Flight program and asking me to provide them with birth date and gender information when making a reservation:
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