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There is nothing preventing someone from claiming a dependent on their tax return.  This does not prevent you from claiming the same dependent on your tax return.
The IRS will determine who should have the personal exemption for the dependent once they receive two or more tax returns claiming the same dependent's exemption.
The party that loses the investigation is required to pay back any tax refund plus penalties and interest.