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The Global Force Management Data Initiative was launched to improve aggregation of unclassified force-structure data. Aggregation, though, raised concerns about classification because the system might be attractive to a potential adversary. The authors develop a framework for evaluating classification decisions to determine that, while overall classification is not indicated, the inclusion of some data will require careful consideration.