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    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_DFE041F388E29AF8ECEA2580DDF0EECE_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems_DFE041F388E29AF8ECEA2580DDF0EECE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityLineItems_DFE041F388E29AF8ECEA2580DDF0EECE_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityLineItems_DFE041F388E29AF8ECEA2580DDF0EECE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityLineItems" xlink:label="loc_us-gaap_LineOfCreditFacilityLineItems_DFE041F388E29AF8ECEA2580DDF0EECE" xlink:type="locator"/>
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    <link:label id="lab_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060_verboseLabel_en-US" xlink:label="lab_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Summary of debt</link:label>
    <link:label id="lab_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060_label_en-US" xlink:label="lab_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Summary Of Debt [Abstract]</link:label>
    <link:label id="lab_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060_documentation_en-US" xlink:label="lab_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Summary of debt.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SummaryOfDebtAbstract" xlink:label="loc_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060" xlink:to="lab_geo_SummaryOfDebtAbstract_1C9F8F1BBBC2597FB4052580DDF0E060" xlink:type="arc"/>
    <link:label id="lab_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128_verboseLabel_en-US" xlink:label="lab_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Term loan</link:label>
    <link:label id="lab_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128_label_en-US" xlink:label="lab_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Term Loans</link:label>
    <link:label id="lab_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128_documentation_en-US" xlink:label="lab_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Term loans.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_TermLoans" xlink:label="loc_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128" xlink:to="lab_geo_TermLoans_B246AD6A5155FF35ED8E2580DDF1D128" xlink:type="arc"/>
    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_3CBAE5B79BAB13459C3D2580DDF1D22E_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet_3CBAE5B79BAB13459C3D2580DDF1D22E" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Unamortized debt issuance costs on term loan</link:label>
    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_3CBAE5B79BAB13459C3D2580DDF1D22E_label_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet_3CBAE5B79BAB13459C3D2580DDF1D22E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Issuance Costs, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredFinanceCostsNet" xlink:label="loc_us-gaap_DeferredFinanceCostsNet_3CBAE5B79BAB13459C3D2580DDF1D22E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DeferredFinanceCostsNet_3CBAE5B79BAB13459C3D2580DDF1D22E" xlink:to="lab_us-gaap_DeferredFinanceCostsNet_3CBAE5B79BAB13459C3D2580DDF1D22E" xlink:type="arc"/>
    <link:label id="lab_us-gaap_LineOfCredit_C86636A4CFB6380121EF2580DDF19F69_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCredit_C86636A4CFB6380121EF2580DDF19F69" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revolver</link:label>
    <link:label id="lab_us-gaap_LineOfCredit_C86636A4CFB6380121EF2580DDF19F69_label_en-US" xlink:label="lab_us-gaap_LineOfCredit_C86636A4CFB6380121EF2580DDF19F69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Line of Credit</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCredit" xlink:label="loc_us-gaap_LineOfCredit_C86636A4CFB6380121EF2580DDF19F69" xlink:type="locator"/>
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    <link:label id="lab_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7_totalLabel_en-US" xlink:label="lab_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total Senior Credit Facility</link:label>
    <link:label id="lab_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7_label_en-US" xlink:label="lab_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Credit Facility</link:label>
    <link:label id="lab_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7_documentation_en-US" xlink:label="lab_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Total senior credit facility.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SeniorCreditFacility" xlink:label="loc_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7" xlink:to="lab_geo_SeniorCreditFacility_4BFEF416193A58F1ABE12580DDF1F5D7" xlink:type="arc"/>
    <link:label id="lab_us-gaap_DebtInstrumentCarryingAmount_BC5CF6E3AE9CAD3A43002580DDF13670_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentCarryingAmount_BC5CF6E3AE9CAD3A43002580DDF13670" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt, gross</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentCarryingAmount_BC5CF6E3AE9CAD3A43002580DDF13670_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentCarryingAmount_BC5CF6E3AE9CAD3A43002580DDF13670" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentCarryingAmount" xlink:label="loc_us-gaap_DebtInstrumentCarryingAmount_BC5CF6E3AE9CAD3A43002580DDF13670" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LongTermDebt_0B9173B98925B0385AB82580DDF2F634_totalLabel_en-US" xlink:label="lab_us-gaap_LongTermDebt_0B9173B98925B0385AB82580DDF2F634" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Long-term debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebt" xlink:label="loc_us-gaap_LongTermDebt_0B9173B98925B0385AB82580DDF2F634" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebt_0B9173B98925B0385AB82580DDF2F634" xlink:to="lab_us-gaap_LongTermDebt_0B9173B98925B0385AB82580DDF2F634" xlink:type="arc"/>
    <link:label id="lab_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD_verboseLabel_en-US" xlink:label="lab_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Non-Recourse Debt</link:label>
    <link:label id="lab_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD_label_en-US" xlink:label="lab_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Non Recourse Debt Excluding Premium Discount</link:label>
    <link:label id="lab_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD_documentation_en-US" xlink:label="lab_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Non-recourse debt, excluding premium discount.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NonRecourseDebtExcludingPremiumDiscount" xlink:label="loc_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD" xlink:to="lab_geo_NonRecourseDebtExcludingPremiumDiscount_17A6CE0272070221D1D22580DDF291DD" xlink:type="arc"/>
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscount_B65102D7CD4A19FFA1A72580DDF20C2B_negatedLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscount_B65102D7CD4A19FFA1A72580DDF20C2B" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Discount on Non-Recourse Debt</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscount_B65102D7CD4A19FFA1A72580DDF20C2B_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscount_B65102D7CD4A19FFA1A72580DDF20C2B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Unamortized Discount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscount" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscount_B65102D7CD4A19FFA1A72580DDF20C2B" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_NonRecourseDebt_5E050710F30F7391B41E2580DDF23CBA_totalLabel_en-US" xlink:label="lab_us-gaap_NonRecourseDebt_5E050710F30F7391B41E2580DDF23CBA" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total Non-Recourse Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NonRecourseDebt" xlink:label="loc_us-gaap_NonRecourseDebt_5E050710F30F7391B41E2580DDF23CBA" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_CapitalLeaseObligations_354622DF6C2EDD224BFE2580DDF29916_verboseLabel_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_354622DF6C2EDD224BFE2580DDF29916" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Capital Lease Obligations</link:label>
    <link:label id="lab_us-gaap_CapitalLeaseObligations_354622DF6C2EDD224BFE2580DDF29916_label_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_354622DF6C2EDD224BFE2580DDF29916" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Lease Obligations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CapitalLeaseObligations" xlink:label="loc_us-gaap_CapitalLeaseObligations_354622DF6C2EDD224BFE2580DDF29916" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_OtherLongTermDebt_B42930ACD79DD80307122580DDF36CC9_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherLongTermDebt_B42930ACD79DD80307122580DDF36CC9" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other debt</link:label>
    <link:label id="lab_us-gaap_OtherLongTermDebt_B42930ACD79DD80307122580DDF36CC9_label_en-US" xlink:label="lab_us-gaap_OtherLongTermDebt_B42930ACD79DD80307122580DDF36CC9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Long-term Debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherLongTermDebt" xlink:label="loc_us-gaap_OtherLongTermDebt_B42930ACD79DD80307122580DDF36CC9" xlink:type="locator"/>
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    <link:label id="lab_geo_LongTermDebtNonRecourseDebtAndCapitalLeaseObligationIncludingCurrentPortionNetOfDiscount_2211AE7C0E8B9AC05A012580DDF32985_totalLabel_en-US" xlink:label="lab_geo_LongTermDebtNonRecourseDebtAndCapitalLeaseObligationIncludingCurrentPortionNetOfDiscount_2211AE7C0E8B9AC05A012580DDF32985" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total debt</link:label>
    <link:label id="lab_geo_LongTermDebtNonRecourseDebtAndCapitalLeaseObligationIncludingCurrentPortionNetOfDiscount_2211AE7C0E8B9AC05A012580DDF32985_label_en-US" xlink:label="lab_geo_LongTermDebtNonRecourseDebtAndCapitalLeaseObligationIncludingCurrentPortionNetOfDiscount_2211AE7C0E8B9AC05A012580DDF32985" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long Term Debt Non Recourse Debt and Capital Lease Obligation Including Current Portion Net of Discount</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_LongTermDebtNonRecourseDebtAndCapitalLeaseObligationIncludingCurrentPortionNetOfDiscount" xlink:label="loc_geo_LongTermDebtNonRecourseDebtAndCapitalLeaseObligationIncludingCurrentPortionNetOfDiscount_2211AE7C0E8B9AC05A012580DDF32985" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_AB261979903436AC090D2580DDF3E163_negatedLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsCurrent_AB261979903436AC090D2580DDF3E163" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Current portion of capital lease obligations, long-term debt and non-recourse debt [1]</link:label>
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    <link:label id="lab_us-gaap_LeaseholdImprovementsMember_7EEEBF877E6BA3F0757525B06A30AD82_verboseLabel_en-US" xlink:label="lab_us-gaap_LeaseholdImprovementsMember_7EEEBF877E6BA3F0757525B06A30AD82" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Leasehold improvements</link:label>
    <link:label id="lab_us-gaap_LeaseholdImprovementsMember_7EEEBF877E6BA3F0757525B06A30AD82_label_en-US" xlink:label="lab_us-gaap_LeaseholdImprovementsMember_7EEEBF877E6BA3F0757525B06A30AD82" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Leasehold Improvements [Member]</link:label>
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    <link:label id="lab_us-gaap_EquipmentMember_58C51EC4D6AB9B7651E625B06A304972_terseLabel_en-US" xlink:label="lab_us-gaap_EquipmentMember_58C51EC4D6AB9B7651E625B06A304972" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Equipment</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentGross_713904F9493D063C670E25B06A32F31C_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentGross_713904F9493D063C670E25B06A32F31C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Gross</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_B12144D0935D4FC0BE2C25B06A330A04_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_B12144D0935D4FC0BE2C25B06A330A04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Net</link:label>
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    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_00C09FC8EE3BDEFA7FC625B06A6D352C_label_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_00C09FC8EE3BDEFA7FC625B06A6D352C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Nonvested, Number of Shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares" xlink:label="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_00C09FC8EE3BDEFA7FC625B06A6D352C" xlink:type="locator"/>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_D436D4148BF97913F72E25B06A6EC1ED" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_D436D4148BF97913F72E25B06A6EC1ED" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriod_D436D4148BF97913F72E25B06A6EC1ED" xlink:type="arc"/>
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_995A1051D9E15C2C660725B06A6E3BD2_negatedLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_995A1051D9E15C2C660725B06A6E3BD2" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Vested, shares</link:label>
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_995A1051D9E15C2C660725B06A6E3BD2_label_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_995A1051D9E15C2C660725B06A6E3BD2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Vested, Number of Shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares" xlink:label="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_995A1051D9E15C2C660725B06A6E3BD2" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_995A1051D9E15C2C660725B06A6E3BD2" xlink:to="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedNumberOfShares_995A1051D9E15C2C660725B06A6E3BD2" xlink:type="arc"/>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_A754AB1C3F87C7A3A1DA25B06A6E2A99_negatedLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_A754AB1C3F87C7A3A1DA25B06A6E2A99" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Forfeited, shares</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_A754AB1C3F87C7A3A1DA25B06A6E2A99_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_A754AB1C3F87C7A3A1DA25B06A6E2A99" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Forfeitures in Period</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_A754AB1C3F87C7A3A1DA25B06A6E2A99" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_A754AB1C3F87C7A3A1DA25B06A6E2A99" xlink:to="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsForfeituresInPeriod_A754AB1C3F87C7A3A1DA25B06A6E2A99" xlink:type="arc"/>
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_E6596668801FEBABB21B25B06A6EFB89_periodEndLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_E6596668801FEBABB21B25B06A6EFB89" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Options non-vested, ending balance, shares</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares" xlink:label="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedNumberOfShares_E6596668801FEBABB21B25B06A6EFB89" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedWeightedAverageGrantDateFairValue_758DF9A130CD2E73D78E25B06A6E154D_periodStartLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedWeightedAverageGrantDateFairValue_758DF9A130CD2E73D78E25B06A6E154D" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel" xlink:type="resource" xml:lang="en-US">Options non vested, Wtd. avg. grant date fair value beginning balance (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedWeightedAverageGrantDateFairValue_758DF9A130CD2E73D78E25B06A6E154D_label_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedWeightedAverageGrantDateFairValue_758DF9A130CD2E73D78E25B06A6E154D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Option, Nonvested, Weighted Average Exercise Price</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedWeightedAverageGrantDateFairValue_758DF9A130CD2E73D78E25B06A6E154D" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_59FE722D7ADAA516AA7A25B06A6F4263_verboseLabel_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_59FE722D7ADAA516AA7A25B06A6F4263" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Granted, Wtd. Avg. grant date fair value (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_59FE722D7ADAA516AA7A25B06A6F4263_label_en-US" xlink:label="lab_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_59FE722D7ADAA516AA7A25B06A6F4263" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Grants in Period, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodWeightedAverageGrantDateFairValue_59FE722D7ADAA516AA7A25B06A6F4263" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedWeightedAverageGrantDateFairValue_684A22175429B4F06F3625B06A6FEF89_terseLabel_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedWeightedAverageGrantDateFairValue_684A22175429B4F06F3625B06A6FEF89" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Vested, Wtd. Avg. grant date fair value (in dollars per share)</link:label>
    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedWeightedAverageGrantDateFairValue_684A22175429B4F06F3625B06A6FEF89_label_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedWeightedAverageGrantDateFairValue_684A22175429B4F06F3625B06A6FEF89" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Vested, Weighted Average Grant Date Fair Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedWeightedAverageGrantDateFairValue" xlink:label="loc_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsVestedWeightedAverageGrantDateFairValue_684A22175429B4F06F3625B06A6FEF89" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedWeightedAverageGrantDateFairValue_FAFC934DE426E834320525B06A6FC3C6_label_en-US" xlink:label="lab_us-gaap_SharebasedCompensationArrangementBySharebasedPaymentAwardOptionsNonvestedOptionsForfeitedWeightedAverageGrantDateFairValue_FAFC934DE426E834320525B06A6FC3C6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Share-based Compensation Arrangement by Share-based Payment Award, Options, Nonvested Options Forfeited, Weighted Average Grant Date Fair Value</link:label>
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    <link:label id="lab_geo_ParkleaCorrectionalCentreMember_86D154DFA48E9AA3F258225DE9BE8A43_terseLabel_en-US" xlink:label="lab_geo_ParkleaCorrectionalCentreMember_86D154DFA48E9AA3F258225DE9BE8A43" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Parklea Correctional Centre</link:label>
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    <link:label id="lab_geo_DelawareCountyBoardOfPrisonInspectorsMember_02F4EBB0060D0B8E78152254181EAC86_terseLabel_en-US" xlink:label="lab_geo_DelawareCountyBoardOfPrisonInspectorsMember_02F4EBB0060D0B8E78152254181EAC86" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Delaware County Board Of Prison Inspectors</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_DelawareCountyBoardOfPrisonInspectorsMember" xlink:label="loc_geo_DelawareCountyBoardOfPrisonInspectorsMember_02F4EBB0060D0B8E78152254181EAC86" xlink:type="locator"/>
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    <link:label id="lab_geo_StateOfNewSouthWalesCorrectiveServicesMember_CAAAB28874279B789E1D21F9C80B40A2_terseLabel_en-US" xlink:label="lab_geo_StateOfNewSouthWalesCorrectiveServicesMember_CAAAB28874279B789E1D21F9C80B40A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">State Of New South Wales, Corrective Services</link:label>
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    <link:label id="lab_geo_StateOfNewSouthWalesCorrectiveServicesMember_CAAAB28874279B789E1D21F9C80B40A2_documentation_en-US" xlink:label="lab_geo_StateOfNewSouthWalesCorrectiveServicesMember_CAAAB28874279B789E1D21F9C80B40A2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">State Of New South Wales, Corrective Services [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_StateOfNewSouthWalesCorrectiveServicesMember" xlink:label="loc_geo_StateOfNewSouthWalesCorrectiveServicesMember_CAAAB28874279B789E1D21F9C80B40A2" xlink:type="locator"/>
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    <link:label id="lab_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A_terseLabel_en-US" xlink:label="lab_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Idaho Department Of Corrections</link:label>
    <link:label id="lab_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A_label_en-US" xlink:label="lab_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Idaho Department Of Corrections [Member]</link:label>
    <link:label id="lab_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A_documentation_en-US" xlink:label="lab_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Idaho Department Of Corrections [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_IdahoDepartmentOfCorrectionsMember" xlink:label="loc_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A" xlink:to="lab_geo_IdahoDepartmentOfCorrectionsMember_5212CDDEE7F0DF4DF3462259B420639A" xlink:type="arc"/>
    <link:label id="lab_geo_ScottishPrisonServiceMember_B81E6CC8FB69C55521FC225C49BDA2CB_terseLabel_en-US" xlink:label="lab_geo_ScottishPrisonServiceMember_B81E6CC8FB69C55521FC225C49BDA2CB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Scottish Prison Service</link:label>
    <link:label id="lab_geo_ScottishPrisonServiceMember_B81E6CC8FB69C55521FC225C49BDA2CB_label_en-US" xlink:label="lab_geo_ScottishPrisonServiceMember_B81E6CC8FB69C55521FC225C49BDA2CB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Scottish Prison Service [Member]</link:label>
    <link:label id="lab_geo_ScottishPrisonServiceMember_B81E6CC8FB69C55521FC225C49BDA2CB_documentation_en-US" xlink:label="lab_geo_ScottishPrisonServiceMember_B81E6CC8FB69C55521FC225C49BDA2CB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Scottish Prison Service [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ScottishPrisonServiceMember" xlink:label="loc_geo_ScottishPrisonServiceMember_B81E6CC8FB69C55521FC225C49BDA2CB" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LossContingenciesLineItems_8C074C1345E8DFD4BF9921F9C80B3AA7_terseLabel_en-US" xlink:label="lab_us-gaap_LossContingenciesLineItems_8C074C1345E8DFD4BF9921F9C80B3AA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loss Contingencies [Line Items]</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LossContingenciesLineItems" xlink:label="loc_us-gaap_LossContingenciesLineItems_8C074C1345E8DFD4BF9921F9C80B3AA7" xlink:type="locator"/>
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    <link:label id="lab_geo_NumberofBedsinDetentionFacility_53E959A2527257D5862321F9C80CB457_terseLabel_en-US" xlink:label="lab_geo_NumberofBedsinDetentionFacility_53E959A2527257D5862321F9C80CB457" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of beds in detention facility</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_NumberofBedsinDetentionFacility" xlink:label="loc_geo_NumberofBedsinDetentionFacility_53E959A2527257D5862321F9C80CB457" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_NumberOfManagementContractRenewalOptions" xlink:label="loc_geo_NumberOfManagementContractRenewalOptions_28304A596D9A80106B832255E73D8D67" xlink:type="locator"/>
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    <link:label id="lab_geo_ContractAwardTerm_1BB8C14234C3167E46D521F9C80B1E2D_terseLabel_en-US" xlink:label="lab_geo_ContractAwardTerm_1BB8C14234C3167E46D521F9C80B1E2D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Life term of contract</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ContractAwardTerm" xlink:label="loc_geo_ContractAwardTerm_1BB8C14234C3167E46D521F9C80B1E2D" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ContractAwardRenewalTerm" xlink:label="loc_geo_ContractAwardRenewalTerm_CADC3F0DF2EFA630F23D225AC531C555" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_NumberOfBedsInDetentionFacilityAdded" xlink:label="loc_geo_NumberOfBedsInDetentionFacilityAdded_96F67E5BA47B84261E7C21F9C80C004D" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_RealEstateAccumulatedDepreciation_5EF3E39799F7174AA69CA0D6F5B985AF_label_en-US" xlink:label="lab_us-gaap_RealEstateAccumulatedDepreciation_5EF3E39799F7174AA69CA0D6F5B985AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-28, Real Estate Companies, Investment in Real Estate, Accumulated Depreciation</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateAccumulatedDepreciationRealEstateSold" xlink:label="loc_us-gaap_RealEstateAccumulatedDepreciationRealEstateSold_CF9FB529F75F47795FD0A0D6F5B920BE" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_RealEstateAccumulatedDepreciation_67FB4D5F3BA7AD745E1BA0D6F5B907AB_periodEndLabel_en-US" xlink:label="lab_us-gaap_RealEstateAccumulatedDepreciation_67FB4D5F3BA7AD745E1BA0D6F5B907AB" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel" xlink:type="resource" xml:lang="en-US">Ending balance</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateAccumulatedDepreciation" xlink:label="loc_us-gaap_RealEstateAccumulatedDepreciation_67FB4D5F3BA7AD745E1BA0D6F5B907AB" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_F61370AC47BE5F2687242580DDDA4A3C_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_F61370AC47BE5F2687242580DDDA4A3C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum borrowing capacity</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_F61370AC47BE5F2687242580DDDA4A3C_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_F61370AC47BE5F2687242580DDDA4A3C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Maximum Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityMaximumBorrowingCapacity_F61370AC47BE5F2687242580DDDA4A3C" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_DeferredFinanceCostsNet_9AE295CDA9E41C0C60782580DDDBB820_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredFinanceCostsNet_9AE295CDA9E41C0C60782580DDDBB820" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt issuance costs</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredFinanceCostsNet" xlink:label="loc_us-gaap_DeferredFinanceCostsNet_9AE295CDA9E41C0C60782580DDDBB820" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_DerivativeBasisSpreadOnVariableRate_A651AA4C67AE26D3BC4B2580DDDB7189_terseLabel_en-US" xlink:label="lab_us-gaap_DerivativeBasisSpreadOnVariableRate_A651AA4C67AE26D3BC4B2580DDDB7189" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basis spread on variable rate</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DerivativeBasisSpreadOnVariableRate" xlink:label="loc_us-gaap_DerivativeBasisSpreadOnVariableRate_A651AA4C67AE26D3BC4B2580DDDB7189" xlink:type="locator"/>
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    <link:label id="lab_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C_terseLabel_en-US" xlink:label="lab_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Variable rate, floor</link:label>
    <link:label id="lab_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C_label_en-US" xlink:label="lab_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Variable Rate, Floor</link:label>
    <link:label id="lab_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C_documentation_en-US" xlink:label="lab_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Variable Rate, Floor</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DebtInstrumentVariableRateFloor" xlink:label="loc_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C" xlink:to="lab_geo_DebtInstrumentVariableRateFloor_C52CFA8582D7A43A2DA32580DDDBBD1C" xlink:type="arc"/>
    <link:label id="lab_geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit_9F8252860D6B1956C3242580DDDBD4EE_terseLabel_en-US" xlink:label="lab_geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit_9F8252860D6B1956C3242580DDDBD4EE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Accordion feature, increase limit</link:label>
    <link:label id="lab_geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit_9F8252860D6B1956C3242580DDDBD4EE_label_en-US" xlink:label="lab_geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit_9F8252860D6B1956C3242580DDDBD4EE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line Of Credit Facility, Accordion Feature, Increase Limit</link:label>
    <link:label id="lab_geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit_9F8252860D6B1956C3242580DDDBD4EE_documentation_en-US" xlink:label="lab_geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit_9F8252860D6B1956C3242580DDDBD4EE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Line Of Credit Facility, Accordion Feature, Increase Limit</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit" xlink:label="loc_geo_LineOfCreditFacilityAccordionFeatureIncreaseLimit_9F8252860D6B1956C3242580DDDBD4EE" xlink:type="locator"/>
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    <link:label id="lab_geo_DebtInstrumentCovenantTotalLeverageRatioMaximum_37161E200DABA4ACDCE22580DDDB2D44_terseLabel_en-US" xlink:label="lab_geo_DebtInstrumentCovenantTotalLeverageRatioMaximum_37161E200DABA4ACDCE22580DDDB2D44" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Covenant, total leverage ratio, maximum</link:label>
    <link:label id="lab_geo_DebtInstrumentCovenantTotalLeverageRatioMaximum_37161E200DABA4ACDCE22580DDDB2D44_label_en-US" xlink:label="lab_geo_DebtInstrumentCovenantTotalLeverageRatioMaximum_37161E200DABA4ACDCE22580DDDB2D44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Covenant, Total Leverage Ratio, Maximum</link:label>
    <link:label id="lab_geo_DebtInstrumentCovenantTotalLeverageRatioMaximum_37161E200DABA4ACDCE22580DDDB2D44_documentation_en-US" xlink:label="lab_geo_DebtInstrumentCovenantTotalLeverageRatioMaximum_37161E200DABA4ACDCE22580DDDB2D44" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Covenant, Total Leverage Ratio, Maximum</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DebtInstrumentCovenantTotalLeverageRatioMaximum" xlink:label="loc_geo_DebtInstrumentCovenantTotalLeverageRatioMaximum_37161E200DABA4ACDCE22580DDDB2D44" xlink:type="locator"/>
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    <link:label id="lab_geo_DebtInstrumentCovenantSeniorSecuredLeverageRatioMaximum_2B4322E1EA0B6FF243C12580DDDCFD50_terseLabel_en-US" xlink:label="lab_geo_DebtInstrumentCovenantSeniorSecuredLeverageRatioMaximum_2B4322E1EA0B6FF243C12580DDDCFD50" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Senior secured leverage ratio</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_DebtInstrumentCovenantSeniorSecuredLeverageRatioMaximum" xlink:label="loc_geo_DebtInstrumentCovenantSeniorSecuredLeverageRatioMaximum_2B4322E1EA0B6FF243C12580DDDCFD50" xlink:type="locator"/>
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    <link:label id="lab_geo_DebtInstrumentCovenantInterestCoverageRatioMinimum_38E853279483043DD0E72580DDDC00A8_terseLabel_en-US" xlink:label="lab_geo_DebtInstrumentCovenantInterestCoverageRatioMinimum_38E853279483043DD0E72580DDDC00A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest coverage ratio</link:label>
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    <link:label id="lab_geo_DebtInstrumentCovenantInterestCoverageRatioMinimum_38E853279483043DD0E72580DDDC00A8_documentation_en-US" xlink:label="lab_geo_DebtInstrumentCovenantInterestCoverageRatioMinimum_38E853279483043DD0E72580DDDC00A8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Debt Instrument, Covenant, Interest Coverage Ratio, Minimum</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DebtInstrumentCovenantInterestCoverageRatioMinimum" xlink:label="loc_geo_DebtInstrumentCovenantInterestCoverageRatioMinimum_38E853279483043DD0E72580DDDC00A8" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LongTermDebt_617A9CA8F077D1440A312580DDDCD07A_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebt_617A9CA8F077D1440A312580DDDCD07A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebt" xlink:label="loc_us-gaap_LongTermDebt_617A9CA8F077D1440A312580DDDCD07A" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_BE27159DEAFFF5A871812580DDDC1F67_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_BE27159DEAFFF5A871812580DDDC1F67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Borrowing capacity remaining</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_BE27159DEAFFF5A871812580DDDC1F67_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_BE27159DEAFFF5A871812580DDDC1F67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Remaining Borrowing Capacity</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity" xlink:label="loc_us-gaap_LineOfCreditFacilityRemainingBorrowingCapacity_BE27159DEAFFF5A871812580DDDC1F67" xlink:type="locator"/>
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    <link:label id="lab_geo_LineOfCreditFacilityAdditionalIncreaseInBorrowingCapacity_8B3511D67B94739EA7DC2580DDDD0525_terseLabel_en-US" xlink:label="lab_geo_LineOfCreditFacilityAdditionalIncreaseInBorrowingCapacity_8B3511D67B94739EA7DC2580DDDD0525" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additional increase in borrowing capacity ability</link:label>
    <link:label id="lab_geo_LineOfCreditFacilityAdditionalIncreaseInBorrowingCapacity_8B3511D67B94739EA7DC2580DDDD0525_label_en-US" xlink:label="lab_geo_LineOfCreditFacilityAdditionalIncreaseInBorrowingCapacity_8B3511D67B94739EA7DC2580DDDD0525" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line Of Credit Facility, Additional Increase In Borrowing Capacity</link:label>
    <link:label id="lab_geo_LineOfCreditFacilityAdditionalIncreaseInBorrowingCapacity_8B3511D67B94739EA7DC2580DDDD0525_documentation_en-US" xlink:label="lab_geo_LineOfCreditFacilityAdditionalIncreaseInBorrowingCapacity_8B3511D67B94739EA7DC2580DDDD0525" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Line Of Credit Facility, Additional Increase In Borrowing Capacity</link:label>
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    <link:label id="lab_us-gaap_LongtermDebtWeightedAverageInterestRate_51EC7347E061FABB27E22580DDDDEF59_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtWeightedAverageInterestRate_51EC7347E061FABB27E22580DDDDEF59" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted average interest rates on outstanding borrowings</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongtermDebtWeightedAverageInterestRate" xlink:label="loc_us-gaap_LongtermDebtWeightedAverageInterestRate_51EC7347E061FABB27E22580DDDDEF59" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_EarningsPerShareTextBlock_BE5041FAB8CF7FC8650EA0D6F609B374_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareTextBlock_BE5041FAB8CF7FC8650EA0D6F609B374" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Earnings Per Share</link:label>
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    <link:label id="lab_geo_BrowardTransitionCenterMember_0D647B40C773BCCD94DA2580DB8008D2_documentation_en-US" xlink:label="lab_geo_BrowardTransitionCenterMember_0D647B40C773BCCD94DA2580DB8008D2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Broward Transition Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BrowardTransitionCenterMember" xlink:label="loc_geo_BrowardTransitionCenterMember_0D647B40C773BCCD94DA2580DB8008D2" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BrowardTransitionCenterMember_0D647B40C773BCCD94DA2580DB8008D2" xlink:to="lab_geo_BrowardTransitionCenterMember_0D647B40C773BCCD94DA2580DB8008D2" xlink:type="arc"/>
    <link:label id="lab_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB_terseLabel_en-US" xlink:label="lab_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">D. Ray James Correctional Facility</link:label>
    <link:label id="lab_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB_label_en-US" xlink:label="lab_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">D. Ray James Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB_documentation_en-US" xlink:label="lab_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">D. Ray James Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_D.RayJamesCorrectionalFacilityMember" xlink:label="loc_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB" xlink:to="lab_geo_D.RayJamesCorrectionalFacilityMember_B78C8999E7D8FD0E23392580DB80F3AB" xlink:type="arc"/>
    <link:label id="lab_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8_terseLabel_en-US" xlink:label="lab_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Folkston ICE Processing Center</link:label>
    <link:label id="lab_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8_label_en-US" xlink:label="lab_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Folkston ICE Processing Center [Member]</link:label>
    <link:label id="lab_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8_documentation_en-US" xlink:label="lab_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Folkston ICE Processing Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FolkstonICEProcessingCenterMember" xlink:label="loc_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8" xlink:to="lab_geo_FolkstonICEProcessingCenterMember_4FDE62C396C9175730672580DB8179E8" xlink:type="arc"/>
    <link:label id="lab_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4_terseLabel_en-US" xlink:label="lab_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LaSalle Detention Facility</link:label>
    <link:label id="lab_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4_label_en-US" xlink:label="lab_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LaSalle Detention Facility [Member]</link:label>
    <link:label id="lab_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4_documentation_en-US" xlink:label="lab_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LaSalle Detention Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LaSalleDetentionFacilityMember" xlink:label="loc_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4" xlink:to="lab_geo_LaSalleDetentionFacilityMember_0FEA705B6987DEC48F962580DB8130E4" xlink:type="arc"/>
    <link:label id="lab_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E_terseLabel_en-US" xlink:label="lab_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Alexandria Transfer Center</link:label>
    <link:label id="lab_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E_label_en-US" xlink:label="lab_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">AlexandriaTransferCenterMember [Member]</link:label>
    <link:label id="lab_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E_documentation_en-US" xlink:label="lab_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">AlexandriaTransferCenter [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AlexandriaTransferCenterMemberMember" xlink:label="loc_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E" xlink:to="lab_geo_AlexandriaTransferCenterMemberMember_E15C422709FD63A5935D2580DB81D70E" xlink:type="arc"/>
    <link:label id="lab_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48_terseLabel_en-US" xlink:label="lab_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Moshannon Valley Correctional Center</link:label>
    <link:label id="lab_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48_label_en-US" xlink:label="lab_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Moshannon Valley Correctional Center [Member]</link:label>
    <link:label id="lab_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48_documentation_en-US" xlink:label="lab_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Moshannon Valley Correctional Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MoshannonValleyCorrectionalCenterMember" xlink:label="loc_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48" xlink:to="lab_geo_MoshannonValleyCorrectionalCenterMember_A1D3037CB057A06DC46C2580DB810B48" xlink:type="arc"/>
    <link:label id="lab_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248_terseLabel_en-US" xlink:label="lab_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">North Lake Correctional Facility</link:label>
    <link:label id="lab_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248_label_en-US" xlink:label="lab_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">North Lake Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248_documentation_en-US" xlink:label="lab_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">North Lake Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NorthLakeCorrectionalFacilityMember" xlink:label="loc_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248" xlink:to="lab_geo_NorthLakeCorrectionalFacilityMember_7471287FCEA17C7C2E572580DB815248" xlink:type="arc"/>
    <link:label id="lab_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9_terseLabel_en-US" xlink:label="lab_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Queens Detention Facility</link:label>
    <link:label id="lab_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9_label_en-US" xlink:label="lab_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Queens Detention Facility [Member]</link:label>
    <link:label id="lab_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9_documentation_en-US" xlink:label="lab_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Queens Detention Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_QueensDetentionFacilityMember" xlink:label="loc_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9" xlink:to="lab_geo_QueensDetentionFacilityMember_21B6DC640590F664C76C2580DB8146A9" xlink:type="arc"/>
    <link:label id="lab_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694_terseLabel_en-US" xlink:label="lab_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Riverbend Correctional Facility</link:label>
    <link:label id="lab_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694_label_en-US" xlink:label="lab_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Riverbend Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694_documentation_en-US" xlink:label="lab_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Riverbend Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RiverbendCorrectionalFacilityMember" xlink:label="loc_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694" xlink:to="lab_geo_RiverbendCorrectionalFacilityMember_241CFAB7295853B63A572580DB824694" xlink:type="arc"/>
    <link:label id="lab_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61_terseLabel_en-US" xlink:label="lab_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rivers Correctional Institution</link:label>
    <link:label id="lab_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61_label_en-US" xlink:label="lab_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Rivers Correctional Institution [Member]</link:label>
    <link:label id="lab_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61_documentation_en-US" xlink:label="lab_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Rivers Correctional Institution [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RiversCorrectionalInstitutionMember" xlink:label="loc_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61" xlink:to="lab_geo_RiversCorrectionalInstitutionMember_D80297238D629A4D81F72580DB82DB61" xlink:type="arc"/>
    <link:label id="lab_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A_terseLabel_en-US" xlink:label="lab_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Robert A. Deyton Detention Facility</link:label>
    <link:label id="lab_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A_label_en-US" xlink:label="lab_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Robert A. Deyton Detention Facility [Member]</link:label>
    <link:label id="lab_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A_documentation_en-US" xlink:label="lab_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Robert A. Deyton Detention Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RobertA.DeytonDetentionFacilityMember" xlink:label="loc_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A" xlink:to="lab_geo_RobertA.DeytonDetentionFacilityMember_047EBCD289AAD4B200712580DB82254A" xlink:type="arc"/>
    <link:label id="lab_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16_terseLabel_en-US" xlink:label="lab_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Big Spring Correctional Center</link:label>
    <link:label id="lab_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16_label_en-US" xlink:label="lab_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Big Spring Correctional Center [Member]</link:label>
    <link:label id="lab_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16_documentation_en-US" xlink:label="lab_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Big Spring Correctional Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BigSpringCorrectionalCenterMember" xlink:label="loc_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16" xlink:to="lab_geo_BigSpringCorrectionalCenterMember_0D4E5085119C372B5EB22580DB823A16" xlink:type="arc"/>
    <link:label id="lab_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB_terseLabel_en-US" xlink:label="lab_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Great Plains Correctional Facility</link:label>
    <link:label id="lab_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB_label_en-US" xlink:label="lab_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Great Plains Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB_documentation_en-US" xlink:label="lab_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Great Plains Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_GreatPlainsCorrectionalFacilityMember" xlink:label="loc_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB" xlink:to="lab_geo_GreatPlainsCorrectionalFacilityMember_08A527B9E1F02A86A24B2580DB82DAFB" xlink:type="arc"/>
    <link:label id="lab_geo_JoeCorleyDetentionFacilityMember_62E8D258DFD6E0ED50532580DB83627B_terseLabel_en-US" xlink:label="lab_geo_JoeCorleyDetentionFacilityMember_62E8D258DFD6E0ED50532580DB83627B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Joe Corley Detention Facility</link:label>
    <link:label id="lab_geo_JoeCorleyDetentionFacilityMember_62E8D258DFD6E0ED50532580DB83627B_label_en-US" xlink:label="lab_geo_JoeCorleyDetentionFacilityMember_62E8D258DFD6E0ED50532580DB83627B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Joe Corley Detention Facility [Member]</link:label>
    <link:label id="lab_geo_JoeCorleyDetentionFacilityMember_62E8D258DFD6E0ED50532580DB83627B_documentation_en-US" xlink:label="lab_geo_JoeCorleyDetentionFacilityMember_62E8D258DFD6E0ED50532580DB83627B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Joe Corley Detention Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_JoeCorleyDetentionFacilityMember" xlink:label="loc_geo_JoeCorleyDetentionFacilityMember_62E8D258DFD6E0ED50532580DB83627B" xlink:type="locator"/>
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    <link:label id="lab_geo_KarnesCorrectionalCenterMember_C2517D43766A723F44492580DB83CC3E_terseLabel_en-US" xlink:label="lab_geo_KarnesCorrectionalCenterMember_C2517D43766A723F44492580DB83CC3E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Karnes Correctional Center</link:label>
    <link:label id="lab_geo_KarnesCorrectionalCenterMember_C2517D43766A723F44492580DB83CC3E_label_en-US" xlink:label="lab_geo_KarnesCorrectionalCenterMember_C2517D43766A723F44492580DB83CC3E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Karnes Correctional Center [Member]</link:label>
    <link:label id="lab_geo_KarnesCorrectionalCenterMember_C2517D43766A723F44492580DB83CC3E_documentation_en-US" xlink:label="lab_geo_KarnesCorrectionalCenterMember_C2517D43766A723F44492580DB83CC3E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Karnes Correctional Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_KarnesCorrectionalCenterMember" xlink:label="loc_geo_KarnesCorrectionalCenterMember_C2517D43766A723F44492580DB83CC3E" xlink:type="locator"/>
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    <link:label id="lab_geo_KarnesCountyResidentialCenterMember_F5EF05AED4172C8C21562580DB83DF3D_terseLabel_en-US" xlink:label="lab_geo_KarnesCountyResidentialCenterMember_F5EF05AED4172C8C21562580DB83DF3D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Karnes County Residential Center</link:label>
    <link:label id="lab_geo_KarnesCountyResidentialCenterMember_F5EF05AED4172C8C21562580DB83DF3D_label_en-US" xlink:label="lab_geo_KarnesCountyResidentialCenterMember_F5EF05AED4172C8C21562580DB83DF3D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Karnes County Residential Center [Member]</link:label>
    <link:label id="lab_geo_KarnesCountyResidentialCenterMember_F5EF05AED4172C8C21562580DB83DF3D_documentation_en-US" xlink:label="lab_geo_KarnesCountyResidentialCenterMember_F5EF05AED4172C8C21562580DB83DF3D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Karnes County Residential Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_KarnesCountyResidentialCenterMember" xlink:label="loc_geo_KarnesCountyResidentialCenterMember_F5EF05AED4172C8C21562580DB83DF3D" xlink:type="locator"/>
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    <link:label id="lab_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43_terseLabel_en-US" xlink:label="lab_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lawton Correctional Facility</link:label>
    <link:label id="lab_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43_label_en-US" xlink:label="lab_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lawton Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43_documentation_en-US" xlink:label="lab_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lawton Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LawtonCorrectionalFacilityMember" xlink:label="loc_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43" xlink:to="lab_geo_LawtonCorrectionalFacilityMember_1C7AA1AFE79FD859DEC42580DB83DA43" xlink:type="arc"/>
    <link:label id="lab_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC_terseLabel_en-US" xlink:label="lab_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rio Grande Detention Center</link:label>
    <link:label id="lab_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC_label_en-US" xlink:label="lab_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Rio Grande Detention Center [Member]</link:label>
    <link:label id="lab_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC_documentation_en-US" xlink:label="lab_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Rio Grande Detention Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RioGrandeDetentionCenterMember" xlink:label="loc_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC" xlink:to="lab_geo_RioGrandeDetentionCenterMember_244BA1E8F80B5C11D60B2580DB83C7BC" xlink:type="arc"/>
    <link:label id="lab_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA_terseLabel_en-US" xlink:label="lab_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">South Texas Detention Complex</link:label>
    <link:label id="lab_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA_label_en-US" xlink:label="lab_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">South Texas Detention Complex [Member]</link:label>
    <link:label id="lab_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA_documentation_en-US" xlink:label="lab_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">South Texas Detention Complex [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SouthTexasDetentionComplexMember" xlink:label="loc_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA" xlink:to="lab_geo_SouthTexasDetentionComplexMember_2B9275CC8EF212130E2A2580DB8331BA" xlink:type="arc"/>
    <link:label id="lab_geo_ValVerdeCorrectionalFacilityMember_97A1A020C0F7DF01C9B42580DB833B2D_terseLabel_en-US" xlink:label="lab_geo_ValVerdeCorrectionalFacilityMember_97A1A020C0F7DF01C9B42580DB833B2D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Val Verde Correctional Facility</link:label>
    <link:label id="lab_geo_ValVerdeCorrectionalFacilityMember_97A1A020C0F7DF01C9B42580DB833B2D_label_en-US" xlink:label="lab_geo_ValVerdeCorrectionalFacilityMember_97A1A020C0F7DF01C9B42580DB833B2D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Val Verde Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_ValVerdeCorrectionalFacilityMember_97A1A020C0F7DF01C9B42580DB833B2D_documentation_en-US" xlink:label="lab_geo_ValVerdeCorrectionalFacilityMember_97A1A020C0F7DF01C9B42580DB833B2D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Val Verde Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ValVerdeCorrectionalFacilityMember" xlink:label="loc_geo_ValVerdeCorrectionalFacilityMember_97A1A020C0F7DF01C9B42580DB833B2D" xlink:type="locator"/>
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    <link:label id="lab_geo_AdelantoDetentionFacilityMember_911BCB879A7F50B6AF132580DB845ADC_terseLabel_en-US" xlink:label="lab_geo_AdelantoDetentionFacilityMember_911BCB879A7F50B6AF132580DB845ADC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adelanto Detention Facility</link:label>
    <link:label id="lab_geo_AdelantoDetentionFacilityMember_911BCB879A7F50B6AF132580DB845ADC_label_en-US" xlink:label="lab_geo_AdelantoDetentionFacilityMember_911BCB879A7F50B6AF132580DB845ADC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Adelanto Detention Facility [Member]</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_AdelantoDetentionFacilityMember" xlink:label="loc_geo_AdelantoDetentionFacilityMember_911BCB879A7F50B6AF132580DB845ADC" xlink:type="locator"/>
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    <link:label id="lab_geo_AuroraICEProcessingCenterMember_55926BAD76BC519B0A882580DB841659_terseLabel_en-US" xlink:label="lab_geo_AuroraICEProcessingCenterMember_55926BAD76BC519B0A882580DB841659" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aurora/ICE Processing Center</link:label>
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    <link:label id="lab_geo_AuroraICEProcessingCenterMember_55926BAD76BC519B0A882580DB841659_documentation_en-US" xlink:label="lab_geo_AuroraICEProcessingCenterMember_55926BAD76BC519B0A882580DB841659" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Aurora/ICE Processing Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AuroraICEProcessingCenterMember" xlink:label="loc_geo_AuroraICEProcessingCenterMember_55926BAD76BC519B0A882580DB841659" xlink:type="locator"/>
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    <link:label id="lab_geo_CentralValleyMCCFMember_9D30736E15232432D46A2580DB848DA3_terseLabel_en-US" xlink:label="lab_geo_CentralValleyMCCFMember_9D30736E15232432D46A2580DB848DA3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Central Valley MCCF</link:label>
    <link:label id="lab_geo_CentralValleyMCCFMember_9D30736E15232432D46A2580DB848DA3_label_en-US" xlink:label="lab_geo_CentralValleyMCCFMember_9D30736E15232432D46A2580DB848DA3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Central Valley MCCF [Member]</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_CentralValleyMCCFMember" xlink:label="loc_geo_CentralValleyMCCFMember_9D30736E15232432D46A2580DB848DA3" xlink:type="locator"/>
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    <link:label id="lab_geo_DesertViewMCCFMember_E2CF2F9DDB5E4AA53D4C2580DB8401C5_terseLabel_en-US" xlink:label="lab_geo_DesertViewMCCFMember_E2CF2F9DDB5E4AA53D4C2580DB8401C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Desert View MCCF</link:label>
    <link:label id="lab_geo_DesertViewMCCFMember_E2CF2F9DDB5E4AA53D4C2580DB8401C5_label_en-US" xlink:label="lab_geo_DesertViewMCCFMember_E2CF2F9DDB5E4AA53D4C2580DB8401C5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Desert View MCCF [Member]</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_DesertViewMCCFMember" xlink:label="loc_geo_DesertViewMCCFMember_E2CF2F9DDB5E4AA53D4C2580DB8401C5" xlink:type="locator"/>
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    <link:label id="lab_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E_terseLabel_en-US" xlink:label="lab_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Golden State MCCF</link:label>
    <link:label id="lab_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E_label_en-US" xlink:label="lab_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Golden State MCCF [Member]</link:label>
    <link:label id="lab_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E_documentation_en-US" xlink:label="lab_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Golden State MCCF [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_GoldenStateMCCFMember" xlink:label="loc_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E" xlink:to="lab_geo_GoldenStateMCCFMember_87CFA4C6603E0D509AE92580DB840D7E" xlink:type="arc"/>
    <link:label id="lab_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B_terseLabel_en-US" xlink:label="lab_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Guadalupe County Correctional Facility</link:label>
    <link:label id="lab_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B_label_en-US" xlink:label="lab_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Guadalupe County Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B_documentation_en-US" xlink:label="lab_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Guadalupe County Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_GuadalupeCountyCorrectionalFacilityMember" xlink:label="loc_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B" xlink:to="lab_geo_GuadalupeCountyCorrectionalFacilityMember_9F74A84C5FFCC277C9482580DB84AE0B" xlink:type="arc"/>
    <link:label id="lab_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224_terseLabel_en-US" xlink:label="lab_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hudson Correctional Facility</link:label>
    <link:label id="lab_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224_label_en-US" xlink:label="lab_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hudson Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224_documentation_en-US" xlink:label="lab_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hudson Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HudsonCorrectionalFacilityMember" xlink:label="loc_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224" xlink:to="lab_geo_HudsonCorrectionalFacilityMember_B895A91895AF2F1448582580DB856224" xlink:type="arc"/>
    <link:label id="lab_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A_terseLabel_en-US" xlink:label="lab_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lea County Correctional Facility</link:label>
    <link:label id="lab_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A_label_en-US" xlink:label="lab_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lea County Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A_documentation_en-US" xlink:label="lab_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lea County Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LeaCountyCorrectionalFacilityMember" xlink:label="loc_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A" xlink:to="lab_geo_LeaCountyCorrectionalFacilityMember_67E3A7D7107404F2023F2580DB855A2A" xlink:type="arc"/>
    <link:label id="lab_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43_terseLabel_en-US" xlink:label="lab_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">McFarland CCF</link:label>
    <link:label id="lab_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43_label_en-US" xlink:label="lab_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">McFarland Female CCF [Member]</link:label>
    <link:label id="lab_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43_documentation_en-US" xlink:label="lab_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">McFarland Female CCF [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_McFarlandFemaleCCFMember" xlink:label="loc_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43" xlink:to="lab_geo_McFarlandFemaleCCFMember_84BC550D5FBD3460F3C42580DB85FB43" xlink:type="arc"/>
    <link:label id="lab_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50_terseLabel_en-US" xlink:label="lab_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mesa Verde CCF</link:label>
    <link:label id="lab_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50_label_en-US" xlink:label="lab_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mesa Verde Female CCF [Member]</link:label>
    <link:label id="lab_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50_documentation_en-US" xlink:label="lab_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mesa Verde Female CCF [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MesaVerdeFemaleCCFMember" xlink:label="loc_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50" xlink:to="lab_geo_MesaVerdeFemaleCCFMember_3746FF2145A4F997B1B52580DB855D50" xlink:type="arc"/>
    <link:label id="lab_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527_terseLabel_en-US" xlink:label="lab_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Western Region Detention Facility</link:label>
    <link:label id="lab_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527_label_en-US" xlink:label="lab_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Western Region Detention Facility [Member]</link:label>
    <link:label id="lab_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527_documentation_en-US" xlink:label="lab_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Western Region Detention Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_WesternRegionDetentionFacilityMember" xlink:label="loc_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527" xlink:to="lab_geo_WesternRegionDetentionFacilityMember_D28D5EE7BB6FECBA0BDC2580DB85C527" xlink:type="arc"/>
    <link:label id="lab_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2_terseLabel_en-US" xlink:label="lab_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Delaney Hall</link:label>
    <link:label id="lab_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2_label_en-US" xlink:label="lab_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Delaney Hall [Member]</link:label>
    <link:label id="lab_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2_documentation_en-US" xlink:label="lab_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Delaney Hall [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DelaneyHallMember" xlink:label="loc_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2" xlink:to="lab_geo_DelaneyHallMember_69D58E14CFB5C0AEF5542580DB86D7B2" xlink:type="arc"/>
    <link:label id="lab_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407_terseLabel_en-US" xlink:label="lab_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Brooks County Detention Center</link:label>
    <link:label id="lab_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407_label_en-US" xlink:label="lab_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BrooksCountyDetentionCenter [Member]</link:label>
    <link:label id="lab_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407_documentation_en-US" xlink:label="lab_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BrooksCountyDetentionCenter [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BrooksCountyDetentionCenterMember" xlink:label="loc_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407" xlink:to="lab_geo_BrooksCountyDetentionCenterMember_531FD3B0D94248AA3FE72580DB862407" xlink:type="arc"/>
    <link:label id="lab_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39_terseLabel_en-US" xlink:label="lab_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">East Hidalgo Detention Center</link:label>
    <link:label id="lab_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39_label_en-US" xlink:label="lab_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">EastHidalgoDetentionCenter [Member]</link:label>
    <link:label id="lab_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39_documentation_en-US" xlink:label="lab_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">EastHidalgoDetentionCenter [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_EastHidalgoDetentionCenterMember" xlink:label="loc_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39" xlink:to="lab_geo_EastHidalgoDetentionCenterMember_BBCB38B3C22D24A528142580DB869A39" xlink:type="arc"/>
    <link:label id="lab_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E_terseLabel_en-US" xlink:label="lab_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Perry County Correctional Center</link:label>
    <link:label id="lab_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E_label_en-US" xlink:label="lab_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Perry County Correctional Center [Member]</link:label>
    <link:label id="lab_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E_documentation_en-US" xlink:label="lab_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Perry County Correctional Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PerryCountyCorrectionalCenterMember" xlink:label="loc_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E" xlink:to="lab_geo_PerryCountyCorrectionalCenterMember_6C392108D8320764E79E2580DB86FA2E" xlink:type="arc"/>
    <link:label id="lab_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536_terseLabel_en-US" xlink:label="lab_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pine Prairie Correctional Center</link:label>
    <link:label id="lab_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536_label_en-US" xlink:label="lab_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PinePrarieCorrectionalCenter [Member]</link:label>
    <link:label id="lab_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536_documentation_en-US" xlink:label="lab_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PinePrarieCorrectionalCenter [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PinePrarieCorrectionalCenterMember" xlink:label="loc_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536" xlink:to="lab_geo_PinePrarieCorrectionalCenterMember_C8B7196DBE012C7AEACE2580DB866536" xlink:type="arc"/>
    <link:label id="lab_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0_terseLabel_en-US" xlink:label="lab_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">South Louisiana Correctional Center</link:label>
    <link:label id="lab_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0_label_en-US" xlink:label="lab_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SouthLouisianaCorrectionalCenter [Member]</link:label>
    <link:label id="lab_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0_documentation_en-US" xlink:label="lab_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SouthLouisianaCorrectionalCenter [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SouthLouisianaCorrectionalCenterMember" xlink:label="loc_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0" xlink:to="lab_geo_SouthLouisianaCorrectionalCenterMember_2AD0A7539E977325C35E2580DB86EDF0" xlink:type="arc"/>
    <link:label id="lab_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D_terseLabel_en-US" xlink:label="lab_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">J. B. Evans Correctional Center</link:label>
    <link:label id="lab_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D_label_en-US" xlink:label="lab_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">J.B.EvansCorrectionalCenter [Member]</link:label>
    <link:label id="lab_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D_documentation_en-US" xlink:label="lab_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">J.B.EvansCorrectionalCenter [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_J.B.EvansCorrectionalCenterMember" xlink:label="loc_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D" xlink:to="lab_geo_J.B.EvansCorrectionalCenterMember_2F2B24A2026FA53492E02580DB87530D" xlink:type="arc"/>
    <link:label id="lab_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED_terseLabel_en-US" xlink:label="lab_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Coastal Bend Detention Center</link:label>
    <link:label id="lab_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED_label_en-US" xlink:label="lab_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">CoastalBendDetentionCenter [Member]</link:label>
    <link:label id="lab_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED_documentation_en-US" xlink:label="lab_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Coastal Bend [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CoastalBendDetentionCenterMember" xlink:label="loc_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED" xlink:to="lab_geo_CoastalBendDetentionCenterMember_3829664E70F3D130FDEC2580DB8766ED" xlink:type="arc"/>
    <link:label id="lab_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258_terseLabel_en-US" xlink:label="lab_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maverick County Detention Facility</link:label>
    <link:label id="lab_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258_label_en-US" xlink:label="lab_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maverick County Detention Center [Member]</link:label>
    <link:label id="lab_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258_documentation_en-US" xlink:label="lab_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maverick County Detention Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MaverickCountyDetentionCenterMember" xlink:label="loc_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258" xlink:to="lab_geo_MaverickCountyDetentionCenterMember_672FC9B4E0B545812C622580DB87B258" xlink:type="arc"/>
    <link:label id="lab_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D_terseLabel_en-US" xlink:label="lab_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Liberty Hall</link:label>
    <link:label id="lab_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D_label_en-US" xlink:label="lab_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LibertyHall [Member]</link:label>
    <link:label id="lab_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D_documentation_en-US" xlink:label="lab_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Liberty Hall [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LibertyHallMember" xlink:label="loc_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D" xlink:to="lab_geo_LibertyHallMember_2E41552D34D05A668DF62580DB88D61D" xlink:type="arc"/>
    <link:label id="lab_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85_terseLabel_en-US" xlink:label="lab_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Montgomery ICE Processing Center</link:label>
    <link:label id="lab_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85_label_en-US" xlink:label="lab_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Montgomery ICE Processing Center [Member]</link:label>
    <link:label id="lab_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85_documentation_en-US" xlink:label="lab_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Montgomery ICE Processing Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MontgomeryICEProcessingCenterMember" xlink:label="loc_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85" xlink:to="lab_geo_MontgomeryICEProcessingCenterMember_9A0B8523204EF37154272580DB88DF85" xlink:type="arc"/>
    <link:label id="lab_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800_terseLabel_en-US" xlink:label="lab_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Central Texas Detention Facility</link:label>
    <link:label id="lab_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800_label_en-US" xlink:label="lab_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Central Texas Detention Facility [Member]</link:label>
    <link:label id="lab_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800_documentation_en-US" xlink:label="lab_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Central Texas Detention Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CentralTexasDetentionFacilityMember" xlink:label="loc_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800" xlink:to="lab_geo_CentralTexasDetentionFacilityMember_756E0BDE1BC33A8B73662580DB88B800" xlink:type="arc"/>
    <link:label id="lab_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05_terseLabel_en-US" xlink:label="lab_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lawrenceville Correctional Center</link:label>
    <link:label id="lab_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05_label_en-US" xlink:label="lab_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lawrenceville Correctional Center [Member]</link:label>
    <link:label id="lab_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05_documentation_en-US" xlink:label="lab_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lawrenceville Correctional Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LawrencevilleCorrectionalCenterMember" xlink:label="loc_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05" xlink:to="lab_geo_LawrencevilleCorrectionalCenterMember_CA2DCC1BDE3D4AF78E5E2580DB88AD05" xlink:type="arc"/>
    <link:label id="lab_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA_terseLabel_en-US" xlink:label="lab_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Arizona State Prison- Florence West</link:label>
    <link:label id="lab_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA_label_en-US" xlink:label="lab_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Arizona State Prison- Florence West [Member]</link:label>
    <link:label id="lab_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA_documentation_en-US" xlink:label="lab_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Arizona State Prison- Florence West [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ArizonaStatePrisonFlorenceWestMember" xlink:label="loc_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA" xlink:to="lab_geo_ArizonaStatePrisonFlorenceWestMember_931E5E48AE99C2C38CA32580DB88E9CA" xlink:type="arc"/>
    <link:label id="lab_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150_terseLabel_en-US" xlink:label="lab_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Arizona State Prison- Phoenix West</link:label>
    <link:label id="lab_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150_label_en-US" xlink:label="lab_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Arizona State Prison- Phoenix West [Member]</link:label>
    <link:label id="lab_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150_documentation_en-US" xlink:label="lab_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Arizona State Prison- Phoenix West [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ArizonaStatePrisonPhoenixWestMember" xlink:label="loc_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150" xlink:to="lab_geo_ArizonaStatePrisonPhoenixWestMember_860022D73534929880F42580DB887150" xlink:type="arc"/>
    <link:label id="lab_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D_terseLabel_en-US" xlink:label="lab_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Central Arizona Correctional Facility</link:label>
    <link:label id="lab_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D_label_en-US" xlink:label="lab_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Central Arizona Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D_documentation_en-US" xlink:label="lab_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Central Arizona Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CentralArizonaCorrectionalFacilityMember" xlink:label="loc_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D" xlink:to="lab_geo_CentralArizonaCorrectionalFacilityMember_FE63FE5A2D8DC198E5FA2580DB883A8D" xlink:type="arc"/>
    <link:label id="lab_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962_terseLabel_en-US" xlink:label="lab_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Arizona State Prison Kingman</link:label>
    <link:label id="lab_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962_label_en-US" xlink:label="lab_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Arizona State Prison Kingman [Member]</link:label>
    <link:label id="lab_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962_documentation_en-US" xlink:label="lab_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Arizona State Prison Kingman</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ArizonaStatePrisonKingmanMember" xlink:label="loc_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962" xlink:to="lab_geo_ArizonaStatePrisonKingmanMember_B73533E72892DBD9C2132580DB89B962" xlink:type="arc"/>
    <link:label id="lab_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4_terseLabel_en-US" xlink:label="lab_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New Castle Correctional Facility</link:label>
    <link:label id="lab_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4_label_en-US" xlink:label="lab_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Castle Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4_documentation_en-US" xlink:label="lab_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">New Castle Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NewCastleCorrectionalFacilityMember" xlink:label="loc_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4" xlink:to="lab_geo_NewCastleCorrectionalFacilityMember_240CEFADD232BB4B1DCB2580DB89DEC4" xlink:type="arc"/>
    <link:label id="lab_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588_terseLabel_en-US" xlink:label="lab_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Heritage Trail Correctional Facility</link:label>
    <link:label id="lab_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588_label_en-US" xlink:label="lab_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Heritage Trail Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588_documentation_en-US" xlink:label="lab_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Heritage Trail Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HeritageTrailCorrectionalFacilityMember" xlink:label="loc_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588" xlink:to="lab_geo_HeritageTrailCorrectionalFacilityMember_C68F8C01F642F8234D4F2580DB890588" xlink:type="arc"/>
    <link:label id="lab_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5_terseLabel_en-US" xlink:label="lab_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">South Bay Correctional Facility</link:label>
    <link:label id="lab_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5_label_en-US" xlink:label="lab_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">South Bay Correctional Facility [Member]</link:label>
    <link:label id="lab_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5_documentation_en-US" xlink:label="lab_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">South Bay Correctional Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SouthBayCorrectionalFacilityMember" xlink:label="loc_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5" xlink:to="lab_geo_SouthBayCorrectionalFacilityMember_F2B66DCBAA2BF7FE00872580DB899CA5" xlink:type="arc"/>
    <link:label id="lab_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E_terseLabel_en-US" xlink:label="lab_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reeves County Detention Complex R1/R2</link:label>
    <link:label id="lab_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E_label_en-US" xlink:label="lab_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reeves County Detention Complex R1/R2 [Member]</link:label>
    <link:label id="lab_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E_documentation_en-US" xlink:label="lab_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reeves County Detention Complex R1/R2 [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ReevesCountyDetentionComplexR1R2Member" xlink:label="loc_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E" xlink:to="lab_geo_ReevesCountyDetentionComplexR1R2Member_66C4D3EE81ACB51995B32580DB89F40E" xlink:type="arc"/>
    <link:label id="lab_geo_ReevesCountyDetentionComplexR3Member_4BEBD39779DDD61014072580DB8A910B_terseLabel_en-US" xlink:label="lab_geo_ReevesCountyDetentionComplexR3Member_4BEBD39779DDD61014072580DB8A910B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reeves County Detention Complex R3</link:label>
    <link:label id="lab_geo_ReevesCountyDetentionComplexR3Member_4BEBD39779DDD61014072580DB8A910B_label_en-US" xlink:label="lab_geo_ReevesCountyDetentionComplexR3Member_4BEBD39779DDD61014072580DB8A910B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reeves County Detention Complex R3 [Member]</link:label>
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    <link:label id="lab_geo_NortheastNewMexicoDetentionFacilityMember_5696003F4A1034362F152580DB8AB914_terseLabel_en-US" xlink:label="lab_geo_NortheastNewMexicoDetentionFacilityMember_5696003F4A1034362F152580DB8AB914" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Northeast New Mexico Detention Facility</link:label>
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    <link:label id="lab_geo_BlackwaterRiverCorrectionalFacilityMember_FDC4BD53E65E1F6035DC2580DB8AE157_terseLabel_en-US" xlink:label="lab_geo_BlackwaterRiverCorrectionalFacilityMember_FDC4BD53E65E1F6035DC2580DB8AE157" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Blackwater River Correctional Facility</link:label>
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    <link:label id="lab_geo_BayCorrectonalFacilityMember_92C730889108897AB0E02580DB8A96F1_terseLabel_en-US" xlink:label="lab_geo_BayCorrectonalFacilityMember_92C730889108897AB0E02580DB8A96F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bay Correctonal Facility</link:label>
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    <link:label id="lab_geo_MooreHavenCorrectionalFacilityMember_187ABF5362CA44CB5A312580DB8A01EB_terseLabel_en-US" xlink:label="lab_geo_MooreHavenCorrectionalFacilityMember_187ABF5362CA44CB5A312580DB8A01EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Moore Haven Correctional Facility</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_MooreHavenCorrectionalFacilityMember" xlink:label="loc_geo_MooreHavenCorrectionalFacilityMember_187ABF5362CA44CB5A312580DB8A01EB" xlink:type="locator"/>
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    <link:label id="lab_geo_GracevilleCorrectionalFacilityMember_D610D178A0BC1EF1B3A82580DB8A7E32_terseLabel_en-US" xlink:label="lab_geo_GracevilleCorrectionalFacilityMember_D610D178A0BC1EF1B3A82580DB8A7E32" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Graceville Correctional Facility</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_GracevilleCorrectionalFacilityMember" xlink:label="loc_geo_GracevilleCorrectionalFacilityMember_D610D178A0BC1EF1B3A82580DB8A7E32" xlink:type="locator"/>
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    <link:label id="lab_geo_ColumbianaCountyJailMember_72BECF6B7A177B7401D82580DB8B9C74_terseLabel_en-US" xlink:label="lab_geo_ColumbianaCountyJailMember_72BECF6B7A177B7401D82580DB8B9C74" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Columbiana County Jail</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ColumbianaCountyJailMember" xlink:label="loc_geo_ColumbianaCountyJailMember_72BECF6B7A177B7401D82580DB8B9C74" xlink:type="locator"/>
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    <link:label id="lab_geo_KinneyCountyDetentionCenterMember_B290F0AF984861B4E9CA2580DB8BE318_terseLabel_en-US" xlink:label="lab_geo_KinneyCountyDetentionCenterMember_B290F0AF984861B4E9CA2580DB8BE318" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Kinney County Detention Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_KinneyCountyDetentionCenterMember" xlink:label="loc_geo_KinneyCountyDetentionCenterMember_B290F0AF984861B4E9CA2580DB8BE318" xlink:type="locator"/>
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    <link:label id="lab_geo_LibertyCountyJailMember_097137788660ACFB47BE2580DB8B3309_terseLabel_en-US" xlink:label="lab_geo_LibertyCountyJailMember_097137788660ACFB47BE2580DB8B3309" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Liberty County Jail</link:label>
    <link:label id="lab_geo_LibertyCountyJailMember_097137788660ACFB47BE2580DB8B3309_label_en-US" xlink:label="lab_geo_LibertyCountyJailMember_097137788660ACFB47BE2580DB8B3309" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liberty County Jail [Member]</link:label>
    <link:label id="lab_geo_LibertyCountyJailMember_097137788660ACFB47BE2580DB8B3309_documentation_en-US" xlink:label="lab_geo_LibertyCountyJailMember_097137788660ACFB47BE2580DB8B3309" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Liberty County Jail [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LibertyCountyJailMember" xlink:label="loc_geo_LibertyCountyJailMember_097137788660ACFB47BE2580DB8B3309" xlink:type="locator"/>
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    <link:label id="lab_geo_BeaumontTransitionalTreatmentCenterMember_243F973712F76BAE67932580DB8B871A_terseLabel_en-US" xlink:label="lab_geo_BeaumontTransitionalTreatmentCenterMember_243F973712F76BAE67932580DB8B871A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Beaumont Transitional Treatment Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_BeaumontTransitionalTreatmentCenterMember" xlink:label="loc_geo_BeaumontTransitionalTreatmentCenterMember_243F973712F76BAE67932580DB8B871A" xlink:type="locator"/>
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    <link:label id="lab_geo_BronxCommunityReentryCenterMember_6D0C833BEE6826F8EE542580DB8C3C7C_terseLabel_en-US" xlink:label="lab_geo_BronxCommunityReentryCenterMember_6D0C833BEE6826F8EE542580DB8C3C7C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bronx Community Re-entry Center</link:label>
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    <link:label id="lab_geo_CordovaCenterMember_4ECEE505C65D287F9E8E2580DB8C1397_terseLabel_en-US" xlink:label="lab_geo_CordovaCenterMember_4ECEE505C65D287F9E8E2580DB8C1397" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cordova Center</link:label>
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    <link:label id="lab_geo_ElMonteCenterMember_3BAD8912A2AE30E56A9C2580DB8C65DE_terseLabel_en-US" xlink:label="lab_geo_ElMonteCenterMember_3BAD8912A2AE30E56A9C2580DB8C65DE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">El Monte Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ElMonteCenterMember" xlink:label="loc_geo_ElMonteCenterMember_3BAD8912A2AE30E56A9C2580DB8C65DE" xlink:type="locator"/>
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    <link:label id="lab_geo_GrossmanCenterMember_7AC66F7737D8A5EB1D192580DB8CC801_documentation_en-US" xlink:label="lab_geo_GrossmanCenterMember_7AC66F7737D8A5EB1D192580DB8CC801" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Grossman Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_GrossmanCenterMember" xlink:label="loc_geo_GrossmanCenterMember_7AC66F7737D8A5EB1D192580DB8CC801" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_GrossmanCenterMember_7AC66F7737D8A5EB1D192580DB8CC801" xlink:to="lab_geo_GrossmanCenterMember_7AC66F7737D8A5EB1D192580DB8CC801" xlink:type="arc"/>
    <link:label id="lab_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8_terseLabel_en-US" xlink:label="lab_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Las Vegas Community Correctional Center</link:label>
    <link:label id="lab_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8_label_en-US" xlink:label="lab_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Las Vegas Community Correctional Center [Member]</link:label>
    <link:label id="lab_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8_documentation_en-US" xlink:label="lab_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Las Vegas Community Correctional Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LasVegasCommunityCorrectionalCenterMember" xlink:label="loc_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8" xlink:to="lab_geo_LasVegasCommunityCorrectionalCenterMember_A041EAD8E3E3E0F8EB472580DB8C0FC8" xlink:type="arc"/>
    <link:label id="lab_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2_terseLabel_en-US" xlink:label="lab_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Leidel Comprehensive Sanction Center</link:label>
    <link:label id="lab_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2_label_en-US" xlink:label="lab_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Leidel Comprehensive Sanction Center [Member]</link:label>
    <link:label id="lab_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2_documentation_en-US" xlink:label="lab_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Leidel Comprehensive Sanction Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LeidelComprehensiveSanctionCenterMember" xlink:label="loc_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2" xlink:to="lab_geo_LeidelComprehensiveSanctionCenterMember_532493DAE2441903F09F2580DB8C7CA2" xlink:type="arc"/>
    <link:label id="lab_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5_terseLabel_en-US" xlink:label="lab_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Marvin Gardens Center</link:label>
    <link:label id="lab_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5_label_en-US" xlink:label="lab_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Marvin Gardens Center [Member]</link:label>
    <link:label id="lab_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5_documentation_en-US" xlink:label="lab_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Marvin Gardens Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MarvinGardensCenterMember" xlink:label="loc_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5" xlink:to="lab_geo_MarvinGardensCenterMember_59A8DDB837FD3D9E59862580DB8DD3D5" xlink:type="arc"/>
    <link:label id="lab_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB_terseLabel_en-US" xlink:label="lab_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">McCabe Center</link:label>
    <link:label id="lab_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB_label_en-US" xlink:label="lab_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">McCabe Center [Member]</link:label>
    <link:label id="lab_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB_documentation_en-US" xlink:label="lab_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">McCabe Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_McCabeCenterMember" xlink:label="loc_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB" xlink:to="lab_geo_McCabeCenterMember_8682E32FA01FDE0F1CCD2580DB8D39AB" xlink:type="arc"/>
    <link:label id="lab_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0_terseLabel_en-US" xlink:label="lab_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mid Valley House</link:label>
    <link:label id="lab_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0_label_en-US" xlink:label="lab_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Mid Valley House [Member]</link:label>
    <link:label id="lab_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0_documentation_en-US" xlink:label="lab_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Mid Valley House [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MidValleyHouseMember" xlink:label="loc_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0" xlink:to="lab_geo_MidValleyHouseMember_AC035A232D4F419D18B72580DB8DF7A0" xlink:type="arc"/>
    <link:label id="lab_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD_terseLabel_en-US" xlink:label="lab_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Midtown Center</link:label>
    <link:label id="lab_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD_label_en-US" xlink:label="lab_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Midtown Center [Member]</link:label>
    <link:label id="lab_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD_documentation_en-US" xlink:label="lab_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Midtown Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MidtownCenterMember" xlink:label="loc_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD" xlink:to="lab_geo_MidtownCenterMember_EAB83CB8773F02643F9F2580DB8D44CD" xlink:type="arc"/>
    <link:label id="lab_geo_NorthstarCenterMember_28A3A64163A95C9ACDB02580DB8ECB98_terseLabel_en-US" xlink:label="lab_geo_NorthstarCenterMember_28A3A64163A95C9ACDB02580DB8ECB98" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Northstar Center</link:label>
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    <link:label id="lab_geo_NorthstarCenterMember_28A3A64163A95C9ACDB02580DB8ECB98_documentation_en-US" xlink:label="lab_geo_NorthstarCenterMember_28A3A64163A95C9ACDB02580DB8ECB98" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Northstar Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NorthstarCenterMember" xlink:label="loc_geo_NorthstarCenterMember_28A3A64163A95C9ACDB02580DB8ECB98" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NorthstarCenterMember_28A3A64163A95C9ACDB02580DB8ECB98" xlink:to="lab_geo_NorthstarCenterMember_28A3A64163A95C9ACDB02580DB8ECB98" xlink:type="arc"/>
    <link:label id="lab_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04_terseLabel_en-US" xlink:label="lab_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Oakland Center</link:label>
    <link:label id="lab_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04_label_en-US" xlink:label="lab_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Oakland Center [Member]</link:label>
    <link:label id="lab_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04_documentation_en-US" xlink:label="lab_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Oakland Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OaklandCenterMember" xlink:label="loc_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04" xlink:to="lab_geo_OaklandCenterMember_873F061294DD8A82BAF52580DB8E0A04" xlink:type="arc"/>
    <link:label id="lab_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1_terseLabel_en-US" xlink:label="lab_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Parkview Center</link:label>
    <link:label id="lab_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1_label_en-US" xlink:label="lab_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Parkview Center [Member]</link:label>
    <link:label id="lab_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1_documentation_en-US" xlink:label="lab_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Parkview Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ParkviewCenterMember" xlink:label="loc_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1" xlink:to="lab_geo_ParkviewCenterMember_AF3829462D6FAB7315D32580DB8E3DF1" xlink:type="arc"/>
    <link:label id="lab_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150_terseLabel_en-US" xlink:label="lab_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reality House</link:label>
    <link:label id="lab_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150_label_en-US" xlink:label="lab_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reality House [Member]</link:label>
    <link:label id="lab_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150_documentation_en-US" xlink:label="lab_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reality House [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RealityHouseMember" xlink:label="loc_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150" xlink:to="lab_geo_RealityHouseMember_69779F9959173C4FB8C32580DB8EC150" xlink:type="arc"/>
    <link:label id="lab_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A_terseLabel_en-US" xlink:label="lab_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Southeast Texas Transitional Center</link:label>
    <link:label id="lab_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A_label_en-US" xlink:label="lab_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Southeast Texas Transitional Center [Member]</link:label>
    <link:label id="lab_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A_documentation_en-US" xlink:label="lab_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Southeast Texas Transitional Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SoutheastTexasTransitionalCenterMember" xlink:label="loc_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A" xlink:to="lab_geo_SoutheastTexasTransitionalCenterMember_63F371A837E62AA45A062580DB8E9B1A" xlink:type="arc"/>
    <link:label id="lab_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0_terseLabel_en-US" xlink:label="lab_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Salt Lake City Center</link:label>
    <link:label id="lab_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0_label_en-US" xlink:label="lab_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Salt Lake City Center [Member]</link:label>
    <link:label id="lab_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0_documentation_en-US" xlink:label="lab_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Salt Lake City Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SaltLakeCityCenterMember" xlink:label="loc_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0" xlink:to="lab_geo_SaltLakeCityCenterMember_A0767226479E23FD61B12580DB8E66B0" xlink:type="arc"/>
    <link:label id="lab_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006_terseLabel_en-US" xlink:label="lab_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Seaside Center</link:label>
    <link:label id="lab_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006_label_en-US" xlink:label="lab_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Seaside Center [Member]</link:label>
    <link:label id="lab_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006_documentation_en-US" xlink:label="lab_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Seaside Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SeasideCenterMember" xlink:label="loc_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006" xlink:to="lab_geo_SeasideCenterMember_058D1643CA04CDB263362580DB8F6006" xlink:type="arc"/>
    <link:label id="lab_geo_TaylorStreetCenterMember_BC4E69AA76C032C5D24A2580DB8F189C_terseLabel_en-US" xlink:label="lab_geo_TaylorStreetCenterMember_BC4E69AA76C032C5D24A2580DB8F189C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Taylor Street Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_TaylorStreetCenterMember" xlink:label="loc_geo_TaylorStreetCenterMember_BC4E69AA76C032C5D24A2580DB8F189C" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_CasperReentryCenterMember" xlink:label="loc_geo_CasperReentryCenterMember_B48993C142C5694B17072580DB8FF6BD" xlink:type="locator"/>
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    <link:label id="lab_geo_TolerHouseMember_35693E161BCD9E405D5C2580DB8FCA5C_terseLabel_en-US" xlink:label="lab_geo_TolerHouseMember_35693E161BCD9E405D5C2580DB8FCA5C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Toler House</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_TolerHouseMember" xlink:label="loc_geo_TolerHouseMember_35693E161BCD9E405D5C2580DB8FCA5C" xlink:type="locator"/>
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    <link:label id="lab_geo_LoganHallMember_469FD612531279D8E4802580DB90A616_terseLabel_en-US" xlink:label="lab_geo_LoganHallMember_469FD612531279D8E4802580DB90A616" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Logan Hall</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_LoganHallMember" xlink:label="loc_geo_LoganHallMember_469FD612531279D8E4802580DB90A616" xlink:type="locator"/>
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    <link:label id="lab_geo_LongBeachCommunityReentryCenterMember_969A4BB6090BC712003A2580DB903DB3_terseLabel_en-US" xlink:label="lab_geo_LongBeachCommunityReentryCenterMember_969A4BB6090BC712003A2580DB903DB3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long Beach Community Reentry Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_LongBeachCommunityReentryCenterMember" xlink:label="loc_geo_LongBeachCommunityReentryCenterMember_969A4BB6090BC712003A2580DB903DB3" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ArapahoeCountyResidentialCenterMember" xlink:label="loc_geo_ArapahoeCountyResidentialCenterMember_83B9C3F9199E6EBBC6E92580DB90EB7A" xlink:type="locator"/>
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    <link:label id="lab_geo_CheyenneMountainReentryCenterMember_6A564DC23CA09F4A6BD72580DB90AEF2_terseLabel_en-US" xlink:label="lab_geo_CheyenneMountainReentryCenterMember_6A564DC23CA09F4A6BD72580DB90AEF2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cheyenne Mountain Reentry Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_CheyenneMountainReentryCenterMember" xlink:label="loc_geo_CheyenneMountainReentryCenterMember_6A564DC23CA09F4A6BD72580DB90AEF2" xlink:type="locator"/>
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    <link:label id="lab_geo_CommunityAlternativesofElPasoCountyMember_75411A231B78D948EE4A2580DB9002F4_terseLabel_en-US" xlink:label="lab_geo_CommunityAlternativesofElPasoCountyMember_75411A231B78D948EE4A2580DB9002F4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Community Alternatives of El Paso County</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_CommunityAlternativesofElPasoCountyMember" xlink:label="loc_geo_CommunityAlternativesofElPasoCountyMember_75411A231B78D948EE4A2580DB9002F4" xlink:type="locator"/>
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    <link:label id="lab_geo_CorrectionalAlternativePlacementServicesMember_EF045830B80C54B090032580DB91C4A8_terseLabel_en-US" xlink:label="lab_geo_CorrectionalAlternativePlacementServicesMember_EF045830B80C54B090032580DB91C4A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Correctional Alternative Placement Services</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_CorrectionalAlternativePlacementServicesMember" xlink:label="loc_geo_CorrectionalAlternativePlacementServicesMember_EF045830B80C54B090032580DB91C4A8" xlink:type="locator"/>
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    <link:label id="lab_geo_TooleyHallMember_8EF3D8A5B34E9D700B232580DB91BF31_terseLabel_en-US" xlink:label="lab_geo_TooleyHallMember_8EF3D8A5B34E9D700B232580DB91BF31" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tooley Hall</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_TooleyHallMember" xlink:label="loc_geo_TooleyHallMember_8EF3D8A5B34E9D700B232580DB91BF31" xlink:type="locator"/>
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    <link:label id="lab_geo_WilliamsStreetCenterMember_70DEB289AD9C70DF86132580DB91C4A2_terseLabel_en-US" xlink:label="lab_geo_WilliamsStreetCenterMember_70DEB289AD9C70DF86132580DB91C4A2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Williams Street Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_WilliamsStreetCenterMember" xlink:label="loc_geo_WilliamsStreetCenterMember_70DEB289AD9C70DF86132580DB91C4A2" xlink:type="locator"/>
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    <link:label id="lab_geo_AlbertBORobinsonAssessmentTreatmentCenterMember_854143A5D1227D45E91D2580DB910FC4_documentation_en-US" xlink:label="lab_geo_AlbertBORobinsonAssessmentTreatmentCenterMember_854143A5D1227D45E91D2580DB910FC4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Albert BO Robinson Assessment Treatment Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AlbertBORobinsonAssessmentTreatmentCenterMember" xlink:label="loc_geo_AlbertBORobinsonAssessmentTreatmentCenterMember_854143A5D1227D45E91D2580DB910FC4" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AlbertBORobinsonAssessmentTreatmentCenterMember_854143A5D1227D45E91D2580DB910FC4" xlink:to="lab_geo_AlbertBORobinsonAssessmentTreatmentCenterMember_854143A5D1227D45E91D2580DB910FC4" xlink:type="arc"/>
    <link:label id="lab_geo_TalbotHallMember_4FD8DEDEF0CBAFA696322580DB91CB87_terseLabel_en-US" xlink:label="lab_geo_TalbotHallMember_4FD8DEDEF0CBAFA696322580DB91CB87" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Talbot Hall</link:label>
    <link:label id="lab_geo_TalbotHallMember_4FD8DEDEF0CBAFA696322580DB91CB87_label_en-US" xlink:label="lab_geo_TalbotHallMember_4FD8DEDEF0CBAFA696322580DB91CB87" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Talbot Hall [Member]</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_TalbotHallMember" xlink:label="loc_geo_TalbotHallMember_4FD8DEDEF0CBAFA696322580DB91CB87" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_TalbotHallMember_4FD8DEDEF0CBAFA696322580DB91CB87" xlink:to="lab_geo_TalbotHallMember_4FD8DEDEF0CBAFA696322580DB91CB87" xlink:type="arc"/>
    <link:label id="lab_geo_TheHarborMember_5BD64793B9ED496EAD462580DB919760_terseLabel_en-US" xlink:label="lab_geo_TheHarborMember_5BD64793B9ED496EAD462580DB919760" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">The Harbor</link:label>
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    <link:label id="lab_geo_TheHarborMember_5BD64793B9ED496EAD462580DB919760_documentation_en-US" xlink:label="lab_geo_TheHarborMember_5BD64793B9ED496EAD462580DB919760" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The Harbor [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_TheHarborMember" xlink:label="loc_geo_TheHarborMember_5BD64793B9ED496EAD462580DB919760" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_TheHarborMember_5BD64793B9ED496EAD462580DB919760" xlink:to="lab_geo_TheHarborMember_5BD64793B9ED496EAD462580DB919760" xlink:type="arc"/>
    <link:label id="lab_geo_TullyHouseMember_B730544E4C574815D9522580DB91589A_terseLabel_en-US" xlink:label="lab_geo_TullyHouseMember_B730544E4C574815D9522580DB91589A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tully House</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_TullyHouseMember" xlink:label="loc_geo_TullyHouseMember_B730544E4C574815D9522580DB91589A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_TullyHouseMember_B730544E4C574815D9522580DB91589A" xlink:to="lab_geo_TullyHouseMember_B730544E4C574815D9522580DB91589A" xlink:type="arc"/>
    <link:label id="lab_geo_ADAPPTMember_46825EE9392243F748402580DB9297E4_terseLabel_en-US" xlink:label="lab_geo_ADAPPTMember_46825EE9392243F748402580DB9297E4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">ADAPPT</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ADAPPTMember" xlink:label="loc_geo_ADAPPTMember_46825EE9392243F748402580DB9297E4" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ADAPPTMember_46825EE9392243F748402580DB9297E4" xlink:to="lab_geo_ADAPPTMember_46825EE9392243F748402580DB9297E4" xlink:type="arc"/>
    <link:label id="lab_geo_AlleKiskiPavilionMember_F1EED84D411B4CE15D232580DB9232AF_terseLabel_en-US" xlink:label="lab_geo_AlleKiskiPavilionMember_F1EED84D411B4CE15D232580DB9232AF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Alle Kiski Pavilion</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_AlleKiskiPavilionMember" xlink:label="loc_geo_AlleKiskiPavilionMember_F1EED84D411B4CE15D232580DB9232AF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AlleKiskiPavilionMember_F1EED84D411B4CE15D232580DB9232AF" xlink:to="lab_geo_AlleKiskiPavilionMember_F1EED84D411B4CE15D232580DB9232AF" xlink:type="arc"/>
    <link:label id="lab_geo_BroadStreetMember_82C26545819AED3C051D2580DB922421_terseLabel_en-US" xlink:label="lab_geo_BroadStreetMember_82C26545819AED3C051D2580DB922421" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Broad Street</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_BroadStreetMember" xlink:label="loc_geo_BroadStreetMember_82C26545819AED3C051D2580DB922421" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BroadStreetMember_82C26545819AED3C051D2580DB922421" xlink:to="lab_geo_BroadStreetMember_82C26545819AED3C051D2580DB922421" xlink:type="arc"/>
    <link:label id="lab_geo_ChesterCountyMember_E3A7F33C68BE70493AFD2580DB9243FA_terseLabel_en-US" xlink:label="lab_geo_ChesterCountyMember_E3A7F33C68BE70493AFD2580DB9243FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Chester County</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ChesterCountyMember" xlink:label="loc_geo_ChesterCountyMember_E3A7F33C68BE70493AFD2580DB9243FA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ChesterCountyMember_E3A7F33C68BE70493AFD2580DB9243FA" xlink:to="lab_geo_ChesterCountyMember_E3A7F33C68BE70493AFD2580DB9243FA" xlink:type="arc"/>
    <link:label id="lab_geo_ColemanHallMember_09205E89C881CDFFED5E2580DB92FC5F_terseLabel_en-US" xlink:label="lab_geo_ColemanHallMember_09205E89C881CDFFED5E2580DB92FC5F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Coleman Hall</link:label>
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    <link:label id="lab_geo_ColemanHallMember_09205E89C881CDFFED5E2580DB92FC5F_documentation_en-US" xlink:label="lab_geo_ColemanHallMember_09205E89C881CDFFED5E2580DB92FC5F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Coleman Hall [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ColemanHallMember" xlink:label="loc_geo_ColemanHallMember_09205E89C881CDFFED5E2580DB92FC5F" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ColemanHallMember_09205E89C881CDFFED5E2580DB92FC5F" xlink:to="lab_geo_ColemanHallMember_09205E89C881CDFFED5E2580DB92FC5F" xlink:type="arc"/>
    <link:label id="lab_geo_HoffmanHallMember_BE28045CA6D78DC2E7082580DB9340E3_terseLabel_en-US" xlink:label="lab_geo_HoffmanHallMember_BE28045CA6D78DC2E7082580DB9340E3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hoffman Hall</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_HoffmanHallMember" xlink:label="loc_geo_HoffmanHallMember_BE28045CA6D78DC2E7082580DB9340E3" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HoffmanHallMember_BE28045CA6D78DC2E7082580DB9340E3" xlink:to="lab_geo_HoffmanHallMember_BE28045CA6D78DC2E7082580DB9340E3" xlink:type="arc"/>
    <link:label id="lab_geo_RothHallMember_C4CBA0C7EF9A3AB209282580DB93465E_terseLabel_en-US" xlink:label="lab_geo_RothHallMember_C4CBA0C7EF9A3AB209282580DB93465E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Roth Hall</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_RothHallMember" xlink:label="loc_geo_RothHallMember_C4CBA0C7EF9A3AB209282580DB93465E" xlink:type="locator"/>
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    <link:label id="lab_geo_WalkerHallMember_48B48C3DCD5AEE7B22A72580DB93484C_terseLabel_en-US" xlink:label="lab_geo_WalkerHallMember_48B48C3DCD5AEE7B22A72580DB93484C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Walker Hall</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_WalkerHallMember" xlink:label="loc_geo_WalkerHallMember_48B48C3DCD5AEE7B22A72580DB93484C" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WalkerHallMember_48B48C3DCD5AEE7B22A72580DB93484C" xlink:to="lab_geo_WalkerHallMember_48B48C3DCD5AEE7B22A72580DB93484C" xlink:type="arc"/>
    <link:label id="lab_geo_CommunityAlternativesoftheBlackHillsMember_8FC837765F0AEA53B0D52580DB93C8C5_terseLabel_en-US" xlink:label="lab_geo_CommunityAlternativesoftheBlackHillsMember_8FC837765F0AEA53B0D52580DB93C8C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Community Alternatives of the Black Hills</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_CommunityAlternativesoftheBlackHillsMember" xlink:label="loc_geo_CommunityAlternativesoftheBlackHillsMember_8FC837765F0AEA53B0D52580DB93C8C5" xlink:type="locator"/>
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    <link:label id="lab_geo_AbraxasAcademyMember_B6ADF86888536E233EDF2580DB946C34_terseLabel_en-US" xlink:label="lab_geo_AbraxasAcademyMember_B6ADF86888536E233EDF2580DB946C34" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Abraxas Academy</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_AbraxasAcademyMember" xlink:label="loc_geo_AbraxasAcademyMember_B6ADF86888536E233EDF2580DB946C34" xlink:type="locator"/>
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    <link:label id="lab_geo_AbraxasIMember_28AC7741652F56E7C0262580DB947F21_terseLabel_en-US" xlink:label="lab_geo_AbraxasIMember_28AC7741652F56E7C0262580DB947F21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Abraxas I</link:label>
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    <link:label id="lab_geo_AbraxasIMember_28AC7741652F56E7C0262580DB947F21_documentation_en-US" xlink:label="lab_geo_AbraxasIMember_28AC7741652F56E7C0262580DB947F21" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Abraxas I [Member]</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AbraxasIMember_28AC7741652F56E7C0262580DB947F21" xlink:to="lab_geo_AbraxasIMember_28AC7741652F56E7C0262580DB947F21" xlink:type="arc"/>
    <link:label id="lab_geo_AbraxasOhioMember_2257D987CF1BFADE23232580DB940022_terseLabel_en-US" xlink:label="lab_geo_AbraxasOhioMember_2257D987CF1BFADE23232580DB940022" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Abraxas Ohio</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_AbraxasOhioMember" xlink:label="loc_geo_AbraxasOhioMember_2257D987CF1BFADE23232580DB940022" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AbraxasOhioMember_2257D987CF1BFADE23232580DB940022" xlink:to="lab_geo_AbraxasOhioMember_2257D987CF1BFADE23232580DB940022" xlink:type="arc"/>
    <link:label id="lab_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3_terseLabel_en-US" xlink:label="lab_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Abraxas Youth Center</link:label>
    <link:label id="lab_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3_label_en-US" xlink:label="lab_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Abraxas Youth Center [Member]</link:label>
    <link:label id="lab_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3_documentation_en-US" xlink:label="lab_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Abraxas Youth Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AbraxasYouthCenterMember" xlink:label="loc_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3" xlink:to="lab_geo_AbraxasYouthCenterMember_DF68BB622257E5584FED2580DB9482A3" xlink:type="arc"/>
    <link:label id="lab_geo_DuPageInterventionsMember_C1542A5DF936292099992580DB94C256_terseLabel_en-US" xlink:label="lab_geo_DuPageInterventionsMember_C1542A5DF936292099992580DB94C256" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">DuPage Interventions</link:label>
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    <link:label id="lab_geo_DuPageInterventionsMember_C1542A5DF936292099992580DB94C256_documentation_en-US" xlink:label="lab_geo_DuPageInterventionsMember_C1542A5DF936292099992580DB94C256" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">DuPage Interventions [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DuPageInterventionsMember" xlink:label="loc_geo_DuPageInterventionsMember_C1542A5DF936292099992580DB94C256" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DuPageInterventionsMember_C1542A5DF936292099992580DB94C256" xlink:to="lab_geo_DuPageInterventionsMember_C1542A5DF936292099992580DB94C256" xlink:type="arc"/>
    <link:label id="lab_geo_HectorGarzaCenterMember_820A47ED698BB9BEBA312580DB943CD3_terseLabel_en-US" xlink:label="lab_geo_HectorGarzaCenterMember_820A47ED698BB9BEBA312580DB943CD3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hector Garza Center</link:label>
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    <link:label id="lab_geo_HectorGarzaCenterMember_820A47ED698BB9BEBA312580DB943CD3_documentation_en-US" xlink:label="lab_geo_HectorGarzaCenterMember_820A47ED698BB9BEBA312580DB943CD3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hector Garza Center [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HectorGarzaCenterMember" xlink:label="loc_geo_HectorGarzaCenterMember_820A47ED698BB9BEBA312580DB943CD3" xlink:type="locator"/>
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    <link:label id="lab_geo_LeadershipDevelopmentProgramMember_711DF8BA609F51E408F42580DB94F45F_terseLabel_en-US" xlink:label="lab_geo_LeadershipDevelopmentProgramMember_711DF8BA609F51E408F42580DB94F45F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Leadership Development Program</link:label>
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    <link:label id="lab_geo_LeadershipDevelopmentProgramMember_711DF8BA609F51E408F42580DB94F45F_documentation_en-US" xlink:label="lab_geo_LeadershipDevelopmentProgramMember_711DF8BA609F51E408F42580DB94F45F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Leadership Development Program [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LeadershipDevelopmentProgramMember" xlink:label="loc_geo_LeadershipDevelopmentProgramMember_711DF8BA609F51E408F42580DB94F45F" xlink:type="locator"/>
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    <link:label id="lab_geo_SouthernPeaksRegionalTreatmentCenterMember_6BCFDB25320D0E00325F2580DB951D66_terseLabel_en-US" xlink:label="lab_geo_SouthernPeaksRegionalTreatmentCenterMember_6BCFDB25320D0E00325F2580DB951D66" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Southern Peaks Regional Treatment Center</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_SouthernPeaksRegionalTreatmentCenterMember" xlink:label="loc_geo_SouthernPeaksRegionalTreatmentCenterMember_6BCFDB25320D0E00325F2580DB951D66" xlink:type="locator"/>
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    <link:label id="lab_geo_SouthwoodInterventionsMember_8B170A45BAB2F1B473B32580DB9528D6_terseLabel_en-US" xlink:label="lab_geo_SouthwoodInterventionsMember_8B170A45BAB2F1B473B32580DB9528D6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Southwood Interventions</link:label>
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    <link:label id="lab_geo_SouthwoodInterventionsMember_8B170A45BAB2F1B473B32580DB9528D6_documentation_en-US" xlink:label="lab_geo_SouthwoodInterventionsMember_8B170A45BAB2F1B473B32580DB9528D6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Southwood Interventions [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SouthwoodInterventionsMember" xlink:label="loc_geo_SouthwoodInterventionsMember_8B170A45BAB2F1B473B32580DB9528D6" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SouthwoodInterventionsMember_8B170A45BAB2F1B473B32580DB9528D6" xlink:to="lab_geo_SouthwoodInterventionsMember_8B170A45BAB2F1B473B32580DB9528D6" xlink:type="arc"/>
    <link:label id="lab_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677_terseLabel_en-US" xlink:label="lab_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Woodridge Interventions</link:label>
    <link:label id="lab_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677_label_en-US" xlink:label="lab_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Woodridge Interventions [Member]</link:label>
    <link:label id="lab_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677_documentation_en-US" xlink:label="lab_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Woodridge Interventions [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_WoodridgeInterventionsMember" xlink:label="loc_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677" xlink:to="lab_geo_WoodridgeInterventionsMember_6FC1E244238C02BAB0BE2580DB95E677" xlink:type="arc"/>
    <link:label id="lab_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E_terseLabel_en-US" xlink:label="lab_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Neptune CRC</link:label>
    <link:label id="lab_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E_label_en-US" xlink:label="lab_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">El Centro DRC [Member]</link:label>
    <link:label id="lab_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E_documentation_en-US" xlink:label="lab_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">El Centro DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ElCentroDRCMember" xlink:label="loc_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E" xlink:to="lab_geo_ElCentroDRCMember_A40EE34E8C7EEA5FAFD52580DB960F5E" xlink:type="arc"/>
    <link:label id="lab_geo_VenturaDRCMember_3FA2E740D75690F9B3602580DB968E41_terseLabel_en-US" xlink:label="lab_geo_VenturaDRCMember_3FA2E740D75690F9B3602580DB968E41" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Perth Amboy CRC</link:label>
    <link:label id="lab_geo_VenturaDRCMember_3FA2E740D75690F9B3602580DB968E41_label_en-US" xlink:label="lab_geo_VenturaDRCMember_3FA2E740D75690F9B3602580DB968E41" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ventura DRC [Member]</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_VenturaDRCMember" xlink:label="loc_geo_VenturaDRCMember_3FA2E740D75690F9B3602580DB968E41" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_CDCRContraCostaDRCMember" xlink:label="loc_geo_CDCRContraCostaDRCMember_18B79264B4C57B3BB5892580DB96D5A7" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_NeptuneCRCMember" xlink:label="loc_geo_NeptuneCRCMember_210182A97E2711464CBE2580DB9691CC" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_SacramentoBOPDRCMember" xlink:label="loc_geo_SacramentoBOPDRCMember_64EC3FDD30583ACCB0632587212228F5" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SacramentoBOPDRCMember_64EC3FDD30583ACCB0632587212228F5" xlink:to="lab_geo_SacramentoBOPDRCMember_64EC3FDD30583ACCB0632587212228F5" xlink:type="arc"/>
    <link:label id="lab_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F_terseLabel_en-US" xlink:label="lab_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Perth Amboy CRC</link:label>
    <link:label id="lab_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F_label_en-US" xlink:label="lab_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Perth Amboy CRC [Member]</link:label>
    <link:label id="lab_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F_documentation_en-US" xlink:label="lab_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Perth Amboy CRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PerthAmboyCRCMember" xlink:label="loc_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F" xlink:to="lab_geo_PerthAmboyCRCMember_4DE29D05F4C4FABB0E672580DB961D2F" xlink:type="arc"/>
    <link:label id="lab_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9_terseLabel_en-US" xlink:label="lab_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Elizabeth CRC</link:label>
    <link:label id="lab_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9_label_en-US" xlink:label="lab_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Elizabeth CRC [Member]</link:label>
    <link:label id="lab_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9_documentation_en-US" xlink:label="lab_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Elizabeth CRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ElizabethCRCMember" xlink:label="loc_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9" xlink:to="lab_geo_ElizabethCRCMember_DCC8291D2A2BBA8393952580DB96B2E9" xlink:type="arc"/>
    <link:label id="lab_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD_terseLabel_en-US" xlink:label="lab_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Atlantic City CRC</link:label>
    <link:label id="lab_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD_label_en-US" xlink:label="lab_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Atlantic City CRC [Member]</link:label>
    <link:label id="lab_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD_documentation_en-US" xlink:label="lab_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Atlantic City CRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AtlanticCityCRCMember" xlink:label="loc_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD" xlink:to="lab_geo_AtlanticCityCRCMember_B371879C3538EAFAF98E2580DB9787FD" xlink:type="arc"/>
    <link:label id="lab_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F_terseLabel_en-US" xlink:label="lab_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Orange DRC</link:label>
    <link:label id="lab_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F_label_en-US" xlink:label="lab_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Orange DRC [Member]</link:label>
    <link:label id="lab_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F_documentation_en-US" xlink:label="lab_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Orange DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OrangeDRCMember" xlink:label="loc_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F" xlink:to="lab_geo_OrangeDRCMember_7A51EA8403E5732CC8FC2580DB97F56F" xlink:type="arc"/>
    <link:label id="lab_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1_terseLabel_en-US" xlink:label="lab_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lancaster County PADOC DRC</link:label>
    <link:label id="lab_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1_label_en-US" xlink:label="lab_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lancaster County PADOC DRC [Member]</link:label>
    <link:label id="lab_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1_documentation_en-US" xlink:label="lab_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lancaster County PADOC DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LancasterCountyPADOCDRCMember" xlink:label="loc_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1" xlink:to="lab_geo_LancasterCountyPADOCDRCMember_BDBCA23C72890C5AF21F2580DB9777B1" xlink:type="arc"/>
    <link:label id="lab_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4_terseLabel_en-US" xlink:label="lab_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lycoming County DRC</link:label>
    <link:label id="lab_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4_label_en-US" xlink:label="lab_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lycoming County DRC [Member]</link:label>
    <link:label id="lab_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4_documentation_en-US" xlink:label="lab_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lycoming County DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LycomingCountyDRCMember" xlink:label="loc_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4" xlink:to="lab_geo_LycomingCountyDRCMember_5F42C8A8BF27ADE4E9A22580DB9736F4" xlink:type="arc"/>
    <link:label id="lab_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA_terseLabel_en-US" xlink:label="lab_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aurora DRC</link:label>
    <link:label id="lab_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA_label_en-US" xlink:label="lab_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vineland NJ DRC [Member]</link:label>
    <link:label id="lab_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA_documentation_en-US" xlink:label="lab_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Vineland NJ DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_VinelandNJDRCMember" xlink:label="loc_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA" xlink:to="lab_geo_VinelandNJDRCMember_E5A7A1E6A92E7550B1DC2580DB9707AA" xlink:type="arc"/>
    <link:label id="lab_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC_terseLabel_en-US" xlink:label="lab_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Los Angeles CDCR</link:label>
    <link:label id="lab_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC_label_en-US" xlink:label="lab_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Los Angeles CDCR [Member]</link:label>
    <link:label id="lab_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC_documentation_en-US" xlink:label="lab_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Los Angeles CDCR [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LosAngelesCDCRMember" xlink:label="loc_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC" xlink:to="lab_geo_LosAngelesCDCRMember_82F448636C28023B4CB12580DB98E9BC" xlink:type="arc"/>
    <link:label id="lab_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B_terseLabel_en-US" xlink:label="lab_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Denver DRC</link:label>
    <link:label id="lab_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B_label_en-US" xlink:label="lab_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eagle DRC [Member]</link:label>
    <link:label id="lab_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B_documentation_en-US" xlink:label="lab_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eagle DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_EagleDRCMember" xlink:label="loc_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B" xlink:to="lab_geo_EagleDRCMember_3AE8C2922F78BD0CA2212580DB980C9B" xlink:type="arc"/>
    <link:label id="lab_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831_terseLabel_en-US" xlink:label="lab_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Merced DRC</link:label>
    <link:label id="lab_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831_label_en-US" xlink:label="lab_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Northglenn DRC [Member]</link:label>
    <link:label id="lab_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831_documentation_en-US" xlink:label="lab_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Northglenn DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NorthglennDRCMember" xlink:label="loc_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831" xlink:to="lab_geo_NorthglennDRCMember_B474A5231C2A79A48F042580DB98D831" xlink:type="arc"/>
    <link:label id="lab_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816_terseLabel_en-US" xlink:label="lab_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Denver DRC</link:label>
    <link:label id="lab_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816_label_en-US" xlink:label="lab_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Denver DRC [Member]</link:label>
    <link:label id="lab_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816_documentation_en-US" xlink:label="lab_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Denver DRC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DenverDRCMember" xlink:label="loc_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816" xlink:to="lab_geo_DenverDRCMember_C7719560292E2B9DD1032580DB995816" xlink:type="arc"/>
    <link:label id="lab_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB_terseLabel_en-US" xlink:label="lab_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Baltimore ISAP</link:label>
    <link:label id="lab_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB_label_en-US" xlink:label="lab_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Baltimore ISAP [Member]</link:label>
    <link:label id="lab_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB_documentation_en-US" xlink:label="lab_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Baltimore ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BaltimoreISAPMember" xlink:label="loc_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB" xlink:to="lab_geo_BaltimoreISAPMember_998D5A9A6BCD1046E4A72584C965F8DB" xlink:type="arc"/>
    <link:label id="lab_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3_terseLabel_en-US" xlink:label="lab_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Philadelphia ISAP</link:label>
    <link:label id="lab_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3_label_en-US" xlink:label="lab_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Philadelphia ISAP [Member]</link:label>
    <link:label id="lab_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3_documentation_en-US" xlink:label="lab_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Philadelphia ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PhiladelphiaISAPMember" xlink:label="loc_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3" xlink:to="lab_geo_PhiladelphiaISAPMember_E15C5EB00E9C994E90942580DB9B62C3" xlink:type="arc"/>
    <link:label id="lab_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8_terseLabel_en-US" xlink:label="lab_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Miami ISAP</link:label>
    <link:label id="lab_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8_label_en-US" xlink:label="lab_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Miami ISAP [Member]</link:label>
    <link:label id="lab_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8_documentation_en-US" xlink:label="lab_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Miami ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MiamiISAPMember" xlink:label="loc_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8" xlink:to="lab_geo_MiamiISAPMember_4997D1CC7F8631B89F2A2580DB9BA7A8" xlink:type="arc"/>
    <link:label id="lab_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5_terseLabel_en-US" xlink:label="lab_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Houston ISAP</link:label>
    <link:label id="lab_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5_label_en-US" xlink:label="lab_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Delray Beach ISAP [Member]</link:label>
    <link:label id="lab_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5_documentation_en-US" xlink:label="lab_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Delray Beach ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DelrayBeachISAPMember" xlink:label="loc_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5" xlink:to="lab_geo_DelrayBeachISAPMember_DDFA83A20C8EA300B7282580DB9B38E5" xlink:type="arc"/>
    <link:label id="lab_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518_terseLabel_en-US" xlink:label="lab_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Orlando ISAP</link:label>
    <link:label id="lab_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518_label_en-US" xlink:label="lab_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Orlando ISAP [Member]</link:label>
    <link:label id="lab_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518_documentation_en-US" xlink:label="lab_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Orlando ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OrlandoISAPMember" xlink:label="loc_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518" xlink:to="lab_geo_OrlandoISAPMember_68F3ED3C33F98B40B1E72580DB9BE518" xlink:type="arc"/>
    <link:label id="lab_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A_terseLabel_en-US" xlink:label="lab_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Atlanta ISAP</link:label>
    <link:label id="lab_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A_label_en-US" xlink:label="lab_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Atlanta ISAP [Member]</link:label>
    <link:label id="lab_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A_documentation_en-US" xlink:label="lab_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Atlanta ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AtlantaISAPMember" xlink:label="loc_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A" xlink:to="lab_geo_AtlantaISAPMember_4F7F37585086DCE7CAB92580DB9BE76A" xlink:type="arc"/>
    <link:label id="lab_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2_terseLabel_en-US" xlink:label="lab_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New Orleans ISAP</link:label>
    <link:label id="lab_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2_label_en-US" xlink:label="lab_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">New Orleans ISAP [Member]</link:label>
    <link:label id="lab_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2_documentation_en-US" xlink:label="lab_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">New Orleans ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NewOrleansISAPMember" xlink:label="loc_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2" xlink:to="lab_geo_NewOrleansISAPMember_A53EC562F6179DA475282580DB9CB8B2" xlink:type="arc"/>
    <link:label id="lab_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544_terseLabel_en-US" xlink:label="lab_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Washington DC ISAP</link:label>
    <link:label id="lab_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544_label_en-US" xlink:label="lab_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Washington DC ISAP [Member]</link:label>
    <link:label id="lab_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544_documentation_en-US" xlink:label="lab_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Washington DC ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_WashingtonDCISAPMember" xlink:label="loc_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544" xlink:to="lab_geo_WashingtonDCISAPMember_FE749C41975D58B889952580DB9CA544" xlink:type="arc"/>
    <link:label id="lab_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA_terseLabel_en-US" xlink:label="lab_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Charleston, SC ISAP</link:label>
    <link:label id="lab_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA_label_en-US" xlink:label="lab_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Charleston, SC ISAP [Member]</link:label>
    <link:label id="lab_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA_documentation_en-US" xlink:label="lab_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Charleston, SC ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CharlestonSCISAPMember" xlink:label="loc_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA" xlink:to="lab_geo_CharlestonSCISAPMember_D99B294CE9D4FBC2B7442580DB9C79AA" xlink:type="arc"/>
    <link:label id="lab_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008_terseLabel_en-US" xlink:label="lab_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Chicago ISAP</link:label>
    <link:label id="lab_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008_label_en-US" xlink:label="lab_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Chicago ISAP [Member]</link:label>
    <link:label id="lab_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008_documentation_en-US" xlink:label="lab_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Chicago ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ChicagoISAPMember" xlink:label="loc_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008" xlink:to="lab_geo_ChicagoISAPMember_FDD69230B3ADDBC342C82580DB9CC008" xlink:type="arc"/>
    <link:label id="lab_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72_terseLabel_en-US" xlink:label="lab_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Detroit ISAP</link:label>
    <link:label id="lab_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72_label_en-US" xlink:label="lab_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Detroit ISAP [Member]</link:label>
    <link:label id="lab_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72_documentation_en-US" xlink:label="lab_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Detroit ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DetroitISAPMember" xlink:label="loc_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72" xlink:to="lab_geo_DetroitISAPMember_9DAA8C5284D82CD5335C2580DB9C9C72" xlink:type="arc"/>
    <link:label id="lab_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121_terseLabel_en-US" xlink:label="lab_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Denver ISAP</link:label>
    <link:label id="lab_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121_label_en-US" xlink:label="lab_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Denver ISAP [Member]</link:label>
    <link:label id="lab_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121_documentation_en-US" xlink:label="lab_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Denver ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DenverISAPMember" xlink:label="loc_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121" xlink:to="lab_geo_DenverISAPMember_9BA9A00EB8BB9052C8192580DB9C6121" xlink:type="arc"/>
    <link:label id="lab_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392_terseLabel_en-US" xlink:label="lab_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">St. Louis MO ISAP</link:label>
    <link:label id="lab_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392_label_en-US" xlink:label="lab_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">St. Louis MO ISAP [Member]</link:label>
    <link:label id="lab_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392_documentation_en-US" xlink:label="lab_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">St. Louis MO ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_St.LouisMOISAPMember" xlink:label="loc_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392" xlink:to="lab_geo_St.LouisMOISAPMember_1ED2F5E29CE636606FE42580DB9D2392" xlink:type="arc"/>
    <link:label id="lab_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4_terseLabel_en-US" xlink:label="lab_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Louisville, KY ISAP</link:label>
    <link:label id="lab_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4_label_en-US" xlink:label="lab_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Louisville, KY ISAP [Member]</link:label>
    <link:label id="lab_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4_documentation_en-US" xlink:label="lab_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Louisville, KY ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LouisvilleKYISAPMember" xlink:label="loc_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4" xlink:to="lab_geo_LouisvilleKYISAPMember_8B3216C2327F609642232580DB9D80A4" xlink:type="arc"/>
    <link:label id="lab_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B_terseLabel_en-US" xlink:label="lab_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Indianapolis, IN ISAP</link:label>
    <link:label id="lab_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B_label_en-US" xlink:label="lab_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Indianapolis, IN ISAP [Member]</link:label>
    <link:label id="lab_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B_documentation_en-US" xlink:label="lab_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Indianapolis, IN ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_IndianapolisINISAPMember" xlink:label="loc_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B" xlink:to="lab_geo_IndianapolisINISAPMember_4BCD7A18EA8FC9CBE9E42580DB9D9F8B" xlink:type="arc"/>
    <link:label id="lab_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B_terseLabel_en-US" xlink:label="lab_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">San Francisco ISAP</link:label>
    <link:label id="lab_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B_label_en-US" xlink:label="lab_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">San Francisco ISAP [Member]</link:label>
    <link:label id="lab_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B_documentation_en-US" xlink:label="lab_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">San Francisco ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SanFranciscoISAPMember" xlink:label="loc_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B" xlink:to="lab_geo_SanFranciscoISAPMember_C4AA8B830BB508FB42FD2580DB9D733B" xlink:type="arc"/>
    <link:label id="lab_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB_terseLabel_en-US" xlink:label="lab_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Murray, UT</link:label>
    <link:label id="lab_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB_label_en-US" xlink:label="lab_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">MURRAY, UT [Member]</link:label>
    <link:label id="lab_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB_documentation_en-US" xlink:label="lab_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">MURRAY, UT [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MURRAYUTMember" xlink:label="loc_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB" xlink:to="lab_geo_MURRAYUTMember_E257A778E1FEA70BE3652580DB9DB5AB" xlink:type="arc"/>
    <link:label id="lab_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386_terseLabel_en-US" xlink:label="lab_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Salt Lake City ISAP</link:label>
    <link:label id="lab_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386_label_en-US" xlink:label="lab_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Salt Lake City ISAP [Member]</link:label>
    <link:label id="lab_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386_documentation_en-US" xlink:label="lab_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Salt Lake City ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SaltLakeCityISAPMember" xlink:label="loc_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386" xlink:to="lab_geo_SaltLakeCityISAPMember_19D0EEB246C72204ACC72580DB9ED386" xlink:type="arc"/>
    <link:label id="lab_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52_terseLabel_en-US" xlink:label="lab_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Seattle ISAP</link:label>
    <link:label id="lab_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52_label_en-US" xlink:label="lab_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Seattle ISAP [Member]</link:label>
    <link:label id="lab_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52_documentation_en-US" xlink:label="lab_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Seattle ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SeattleISAPMember" xlink:label="loc_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52" xlink:to="lab_geo_SeattleISAPMember_DD5CF1B5A6C5902C5ED12580DB9ECC52" xlink:type="arc"/>
    <link:label id="lab_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC_terseLabel_en-US" xlink:label="lab_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sacramento, CA</link:label>
    <link:label id="lab_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC_label_en-US" xlink:label="lab_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sacramento, CA [Member]</link:label>
    <link:label id="lab_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC_documentation_en-US" xlink:label="lab_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Sacramento, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SacramentoCAMember" xlink:label="loc_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC" xlink:to="lab_geo_SacramentoCAMember_65229C5BDC10AAB0310A2580DB9E0DBC" xlink:type="arc"/>
    <link:label id="lab_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13_terseLabel_en-US" xlink:label="lab_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Las Vegas, NV ISAP</link:label>
    <link:label id="lab_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13_label_en-US" xlink:label="lab_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Las Vegas, NV ISAP [Member]</link:label>
    <link:label id="lab_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13_documentation_en-US" xlink:label="lab_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Las Vegas, NV ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LasVegasNVISAPMember" xlink:label="loc_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13" xlink:to="lab_geo_LasVegasNVISAPMember_63A8D8219FC884B1F4FC2580DB9E5D13" xlink:type="arc"/>
    <link:label id="lab_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46_terseLabel_en-US" xlink:label="lab_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bronx ISAP</link:label>
    <link:label id="lab_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46_label_en-US" xlink:label="lab_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bronx ISAP [Member]</link:label>
    <link:label id="lab_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46_documentation_en-US" xlink:label="lab_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bronx ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BronxISAPMember" xlink:label="loc_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46" xlink:to="lab_geo_BronxISAPMember_7347D6571F79EA201F9D2580DB9E3B46" xlink:type="arc"/>
    <link:label id="lab_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34_terseLabel_en-US" xlink:label="lab_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Manhattan ISAP</link:label>
    <link:label id="lab_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34_label_en-US" xlink:label="lab_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Manhattan ISAP [Member]</link:label>
    <link:label id="lab_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34_documentation_en-US" xlink:label="lab_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Manhattan ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ManhattanISAPMember" xlink:label="loc_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34" xlink:to="lab_geo_ManhattanISAPMember_42F37200C498DCB7FB0A2580DB9E7F34" xlink:type="arc"/>
    <link:label id="lab_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414_terseLabel_en-US" xlink:label="lab_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Queens ISAP</link:label>
    <link:label id="lab_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414_label_en-US" xlink:label="lab_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Queens ISAP [Member]</link:label>
    <link:label id="lab_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414_documentation_en-US" xlink:label="lab_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Queens ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_QueensISAPMember" xlink:label="loc_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414" xlink:to="lab_geo_QueensISAPMember_53C458D7B6C1B14DAF292580DB9F7414" xlink:type="arc"/>
    <link:label id="lab_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190_terseLabel_en-US" xlink:label="lab_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Boston ISAP</link:label>
    <link:label id="lab_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190_label_en-US" xlink:label="lab_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Boston ISAP [Member]</link:label>
    <link:label id="lab_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190_documentation_en-US" xlink:label="lab_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Boston ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BostonISAPMember" xlink:label="loc_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190" xlink:to="lab_geo_BostonISAPMember_FBD3D47379AE274A11CB2580DB9FF190" xlink:type="arc"/>
    <link:label id="lab_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD_terseLabel_en-US" xlink:label="lab_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hartford ISAP</link:label>
    <link:label id="lab_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD_label_en-US" xlink:label="lab_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hartford ISAP [Member]</link:label>
    <link:label id="lab_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD_documentation_en-US" xlink:label="lab_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hartford ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HartfordISAPMember" xlink:label="loc_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD" xlink:to="lab_geo_HartfordISAPMember_BD6D9C2E8926B998200D2580DB9F8FDD" xlink:type="arc"/>
    <link:label id="lab_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB_terseLabel_en-US" xlink:label="lab_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Newark ISAP</link:label>
    <link:label id="lab_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB_label_en-US" xlink:label="lab_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Newark ISAP [Member]</link:label>
    <link:label id="lab_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB_documentation_en-US" xlink:label="lab_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Newark ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NewarkISAPMember" xlink:label="loc_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB" xlink:to="lab_geo_NewarkISAPMember_38E55001812C425CCB272580DB9FE6FB" xlink:type="arc"/>
    <link:label id="lab_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9_terseLabel_en-US" xlink:label="lab_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Marlton ISAP</link:label>
    <link:label id="lab_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9_label_en-US" xlink:label="lab_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Marlton ISAP [Member]</link:label>
    <link:label id="lab_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9_documentation_en-US" xlink:label="lab_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Marlton ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MarltonISAPMember" xlink:label="loc_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9" xlink:to="lab_geo_MarltonISAPMember_16845E7382FC5B19ACBD2580DB9FF8B9" xlink:type="arc"/>
    <link:label id="lab_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF_terseLabel_en-US" xlink:label="lab_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Richmond, VA ISAP</link:label>
    <link:label id="lab_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF_label_en-US" xlink:label="lab_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Richmond, VA ISAP [Member]</link:label>
    <link:label id="lab_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF_documentation_en-US" xlink:label="lab_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Richmond, VA ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RichmondVAISAPMember" xlink:label="loc_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF" xlink:to="lab_geo_RichmondVAISAPMember_5CEE10149A6A7D8D3C712580DBA031FF" xlink:type="arc"/>
    <link:label id="lab_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6_terseLabel_en-US" xlink:label="lab_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Silver Spring, MD ISAP</link:label>
    <link:label id="lab_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6_label_en-US" xlink:label="lab_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Silver Spring, MD ISAP [Member]</link:label>
    <link:label id="lab_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6_documentation_en-US" xlink:label="lab_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Silver Spring, MD ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SilverSpringMDISAPMember" xlink:label="loc_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6" xlink:to="lab_geo_SilverSpringMDISAPMember_DFCC64926F2D87BD250F2580DBA025D6" xlink:type="arc"/>
    <link:label id="lab_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912_terseLabel_en-US" xlink:label="lab_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Los Angeles ISAP</link:label>
    <link:label id="lab_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912_label_en-US" xlink:label="lab_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Los Angeles ISAP [Member]</link:label>
    <link:label id="lab_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912_documentation_en-US" xlink:label="lab_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Los Angeles ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LosAngelesISAPMember" xlink:label="loc_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912" xlink:to="lab_geo_LosAngelesISAPMember_B245973BC82DDB5411DE2580DBA04912" xlink:type="arc"/>
    <link:label id="lab_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458_terseLabel_en-US" xlink:label="lab_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">San Bernadino ISAP</link:label>
    <link:label id="lab_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458_label_en-US" xlink:label="lab_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">San Bernadino ISAP [Member]</link:label>
    <link:label id="lab_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458_documentation_en-US" xlink:label="lab_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">San Bernadino ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SanBernadinoISAPMember" xlink:label="loc_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458" xlink:to="lab_geo_SanBernadinoISAPMember_132328397C2A12D5458D2580DBA0E458" xlink:type="arc"/>
    <link:label id="lab_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90_terseLabel_en-US" xlink:label="lab_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dallas ISAP</link:label>
    <link:label id="lab_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90_label_en-US" xlink:label="lab_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Dallas ISAP [Member]</link:label>
    <link:label id="lab_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90_documentation_en-US" xlink:label="lab_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Dallas ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DallasISAPMember" xlink:label="loc_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90" xlink:to="lab_geo_DallasISAPMember_8869555CA35487E9393C2580DBA01A90" xlink:type="arc"/>
    <link:label id="lab_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7_terseLabel_en-US" xlink:label="lab_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">El Paso ISAP</link:label>
    <link:label id="lab_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7_label_en-US" xlink:label="lab_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">El Paso ISAP [Member]</link:label>
    <link:label id="lab_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7_documentation_en-US" xlink:label="lab_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">El Paso ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ElPasoISAPMember" xlink:label="loc_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7" xlink:to="lab_geo_ElPasoISAPMember_BDC1C5908BAD2E09C8462580DBA11CC7" xlink:type="arc"/>
    <link:label id="lab_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF_terseLabel_en-US" xlink:label="lab_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Houston ISAP</link:label>
    <link:label id="lab_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF_label_en-US" xlink:label="lab_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Houston ISAP [Member]</link:label>
    <link:label id="lab_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF_documentation_en-US" xlink:label="lab_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Houston ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HoustonISAPMember" xlink:label="loc_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF" xlink:to="lab_geo_HoustonISAPMember_D25430269E142DBDA2C92580DBA17CDF" xlink:type="arc"/>
    <link:label id="lab_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9_terseLabel_en-US" xlink:label="lab_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Phoenix ISAP</link:label>
    <link:label id="lab_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9_label_en-US" xlink:label="lab_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Phoenix ISAP [Member]</link:label>
    <link:label id="lab_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9_documentation_en-US" xlink:label="lab_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Phoenix ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PhoenixISAPMember" xlink:label="loc_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9" xlink:to="lab_geo_PhoenixISAPMember_61E9734B968E7DC88DB02580DBA156F9" xlink:type="arc"/>
    <link:label id="lab_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C_terseLabel_en-US" xlink:label="lab_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">San Antonio ISAP</link:label>
    <link:label id="lab_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C_label_en-US" xlink:label="lab_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">San Antonio ISAP [Member]</link:label>
    <link:label id="lab_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C_documentation_en-US" xlink:label="lab_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">San Antonio ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SanAntonioISAPMember" xlink:label="loc_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C" xlink:to="lab_geo_SanAntonioISAPMember_BA9344765CEA77E252BE2580DBA1A71C" xlink:type="arc"/>
    <link:label id="lab_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E_terseLabel_en-US" xlink:label="lab_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bakersfield ISAP</link:label>
    <link:label id="lab_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E_label_en-US" xlink:label="lab_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bakersfield ISAP [Member]</link:label>
    <link:label id="lab_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E_documentation_en-US" xlink:label="lab_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bakersfield ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BakersfieldISAPMember" xlink:label="loc_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E" xlink:to="lab_geo_BakersfieldISAPMember_EDAB6DB61D6E6513D7E12580DBA1417E" xlink:type="arc"/>
    <link:label id="lab_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0_terseLabel_en-US" xlink:label="lab_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fresno, CA</link:label>
    <link:label id="lab_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0_label_en-US" xlink:label="lab_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fresno, CA [Member]</link:label>
    <link:label id="lab_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0_documentation_en-US" xlink:label="lab_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fresno, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FresnoCAMember" xlink:label="loc_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0" xlink:to="lab_geo_FresnoCAMember_4973A2EF73013297D52D2580DBA19AA0" xlink:type="arc"/>
    <link:label id="lab_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB_terseLabel_en-US" xlink:label="lab_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ventura C-Site</link:label>
    <link:label id="lab_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB_label_en-US" xlink:label="lab_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ventura C-Site [Member]</link:label>
    <link:label id="lab_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB_documentation_en-US" xlink:label="lab_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ventura C-Site [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_VenturaCSiteMember" xlink:label="loc_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB" xlink:to="lab_geo_VenturaCSiteMember_49AEAC32A80CF2ACDB142580DBA1B3BB" xlink:type="arc"/>
    <link:label id="lab_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01_terseLabel_en-US" xlink:label="lab_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">SW Houston, TX ISAP</link:label>
    <link:label id="lab_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01_label_en-US" xlink:label="lab_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SW Houston, TX ISAP [Member]</link:label>
    <link:label id="lab_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01_documentation_en-US" xlink:label="lab_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SW Houston, TX ISAP [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SWHoustonTXISAPMember" xlink:label="loc_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01" xlink:to="lab_geo_SWHoustonTXISAPMember_E1DB0EBCACEC488D369B2580DBA27C01" xlink:type="arc"/>
    <link:label id="lab_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003_terseLabel_en-US" xlink:label="lab_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Arthur Gorrie Correctional Centre</link:label>
    <link:label id="lab_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003_label_en-US" xlink:label="lab_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Arthur Gorrie Correctional Centre [Member]</link:label>
    <link:label id="lab_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003_documentation_en-US" xlink:label="lab_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Arthur Gorrie Correctional Centre [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ArthurGorrieCorrectionalCentreMember" xlink:label="loc_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003" xlink:to="lab_geo_ArthurGorrieCorrectionalCentreMember_D9B45B011615DB89A2962580DBA20003" xlink:type="arc"/>
    <link:label id="lab_geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember_EB4474C9D4CF6CC80F222580DBA21124_terseLabel_en-US" xlink:label="lab_geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember_EB4474C9D4CF6CC80F222580DBA21124" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fulham Correctional Centre &amp; Fulham Nalu Challenge Community Unit</link:label>
    <link:label id="lab_geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember_EB4474C9D4CF6CC80F222580DBA21124_label_en-US" xlink:label="lab_geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember_EB4474C9D4CF6CC80F222580DBA21124" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fulham Correctional Centre &amp; Fulham Nalu Challenge Community Unit [Member]</link:label>
    <link:label id="lab_geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember_EB4474C9D4CF6CC80F222580DBA21124_documentation_en-US" xlink:label="lab_geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember_EB4474C9D4CF6CC80F222580DBA21124" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Fulham Correctional Centre &amp; Fulham Nalu Challenge Community Unit [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember" xlink:label="loc_geo_FulhamCorrectionalCentreFulhamNaluChallengeCommunityUnitMember_EB4474C9D4CF6CC80F222580DBA21124" xlink:type="locator"/>
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    <link:label id="lab_geo_DungavelHouseImmigrationRemovalCentreMember_C2A1D1EC58CA7BE1893A2580DBA30E05_terseLabel_en-US" xlink:label="lab_geo_DungavelHouseImmigrationRemovalCentreMember_C2A1D1EC58CA7BE1893A2580DBA30E05" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dungavel House Immigration Removal Centre</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_DEERFIELDBEACHFLMember" xlink:label="loc_geo_DEERFIELDBEACHFLMember_C5D268D0A0540203C2252580DBA6FD24" xlink:type="locator"/>
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    <link:label id="lab_geo_FOLKSTONGAMember_91DD63CF8830CAA2E7D42580DBA601D6_label_en-US" xlink:label="lab_geo_FOLKSTONGAMember_91DD63CF8830CAA2E7D42580DBA601D6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">FOLKSTON, GA [Member]</link:label>
    <link:label id="lab_geo_FOLKSTONGAMember_91DD63CF8830CAA2E7D42580DBA601D6_documentation_en-US" xlink:label="lab_geo_FOLKSTONGAMember_91DD63CF8830CAA2E7D42580DBA601D6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">FOLKSTON, GA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FOLKSTONGAMember" xlink:label="loc_geo_FOLKSTONGAMember_91DD63CF8830CAA2E7D42580DBA601D6" xlink:type="locator"/>
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    <link:label id="lab_geo_JENALAMember_02BBFE0A97761F213AAF2580DBA610E9_terseLabel_en-US" xlink:label="lab_geo_JENALAMember_02BBFE0A97761F213AAF2580DBA610E9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Jena, LA</link:label>
    <link:label id="lab_geo_JENALAMember_02BBFE0A97761F213AAF2580DBA610E9_label_en-US" xlink:label="lab_geo_JENALAMember_02BBFE0A97761F213AAF2580DBA610E9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">JENA, LA [Member]</link:label>
    <link:label id="lab_geo_JENALAMember_02BBFE0A97761F213AAF2580DBA610E9_documentation_en-US" xlink:label="lab_geo_JENALAMember_02BBFE0A97761F213AAF2580DBA610E9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">JENA, LA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_JENALAMember" xlink:label="loc_geo_JENALAMember_02BBFE0A97761F213AAF2580DBA610E9" xlink:type="locator"/>
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    <link:label id="lab_geo_AlexandriaLAMember_6750CB24F03D469A9A1E2580DBA62FF6_label_en-US" xlink:label="lab_geo_AlexandriaLAMember_6750CB24F03D469A9A1E2580DBA62FF6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Alexandria, LA [Member]</link:label>
    <link:label id="lab_geo_AlexandriaLAMember_6750CB24F03D469A9A1E2580DBA62FF6_documentation_en-US" xlink:label="lab_geo_AlexandriaLAMember_6750CB24F03D469A9A1E2580DBA62FF6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Alexandria, LA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AlexandriaLAMember" xlink:label="loc_geo_AlexandriaLAMember_6750CB24F03D469A9A1E2580DBA62FF6" xlink:type="locator"/>
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    <link:label id="lab_geo_PHILIPSBURGPAMember_E381A0A30015924012D92580DBA6277A_label_en-US" xlink:label="lab_geo_PHILIPSBURGPAMember_E381A0A30015924012D92580DBA6277A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PHILIPSBURG, PA [Member]</link:label>
    <link:label id="lab_geo_PHILIPSBURGPAMember_E381A0A30015924012D92580DBA6277A_documentation_en-US" xlink:label="lab_geo_PHILIPSBURGPAMember_E381A0A30015924012D92580DBA6277A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PHILIPSBURG, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PHILIPSBURGPAMember" xlink:label="loc_geo_PHILIPSBURGPAMember_E381A0A30015924012D92580DBA6277A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PHILIPSBURGPAMember_E381A0A30015924012D92580DBA6277A" xlink:to="lab_geo_PHILIPSBURGPAMember_E381A0A30015924012D92580DBA6277A" xlink:type="arc"/>
    <link:label id="lab_geo_BALDWINMIMember_EB76CDFE8FB5A614E6672580DBA6D920_terseLabel_en-US" xlink:label="lab_geo_BALDWINMIMember_EB76CDFE8FB5A614E6672580DBA6D920" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Baldwin, MI</link:label>
    <link:label id="lab_geo_BALDWINMIMember_EB76CDFE8FB5A614E6672580DBA6D920_label_en-US" xlink:label="lab_geo_BALDWINMIMember_EB76CDFE8FB5A614E6672580DBA6D920" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BALDWIN, MI [Member]</link:label>
    <link:label id="lab_geo_BALDWINMIMember_EB76CDFE8FB5A614E6672580DBA6D920_documentation_en-US" xlink:label="lab_geo_BALDWINMIMember_EB76CDFE8FB5A614E6672580DBA6D920" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BALDWIN, MI [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BALDWINMIMember" xlink:label="loc_geo_BALDWINMIMember_EB76CDFE8FB5A614E6672580DBA6D920" xlink:type="locator"/>
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    <link:label id="lab_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170_terseLabel_en-US" xlink:label="lab_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Jamaica, NY</link:label>
    <link:label id="lab_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170_label_en-US" xlink:label="lab_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">JAMAICA, NY [Member]</link:label>
    <link:label id="lab_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170_documentation_en-US" xlink:label="lab_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">JAMAICA, NY [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_JAMAICANYMember" xlink:label="loc_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170" xlink:to="lab_geo_JAMAICANYMember_218036562A598A7632242580DBA7F170" xlink:type="arc"/>
    <link:label id="lab_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C_terseLabel_en-US" xlink:label="lab_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Milledgeville, GA</link:label>
    <link:label id="lab_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C_label_en-US" xlink:label="lab_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">MILLEDGEVILLE, GA [Member]</link:label>
    <link:label id="lab_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C_documentation_en-US" xlink:label="lab_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">MILLEDGEVILLE, GA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MILLEDGEVILLEGAMember" xlink:label="loc_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C" xlink:to="lab_geo_MILLEDGEVILLEGAMember_51B74F42EEFC384A84282580DBA7171C" xlink:type="arc"/>
    <link:label id="lab_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE_terseLabel_en-US" xlink:label="lab_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Winton, NC</link:label>
    <link:label id="lab_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE_label_en-US" xlink:label="lab_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">WINTON, NC [Member]</link:label>
    <link:label id="lab_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE_documentation_en-US" xlink:label="lab_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">WINTON, NC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_WINTONNCMember" xlink:label="loc_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE" xlink:to="lab_geo_WINTONNCMember_79A689B7F8AEEC90A51C2580DBA7A6DE" xlink:type="arc"/>
    <link:label id="lab_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D_terseLabel_en-US" xlink:label="lab_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lovejoy, GA</link:label>
    <link:label id="lab_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D_label_en-US" xlink:label="lab_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LOVEJOY, GA [Member]</link:label>
    <link:label id="lab_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D_documentation_en-US" xlink:label="lab_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LOVEJOY, GA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LOVEJOYGAMember" xlink:label="loc_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D" xlink:to="lab_geo_LOVEJOYGAMember_CDA75B640A25FF2857B32580DBA7A32D" xlink:type="arc"/>
    <link:label id="lab_geo_BIGSPRINGTXMember_E78D1A76B1DFB29B911B2580DBA7FA8D_terseLabel_en-US" xlink:label="lab_geo_BIGSPRINGTXMember_E78D1A76B1DFB29B911B2580DBA7FA8D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Big Spring, TX</link:label>
    <link:label id="lab_geo_BIGSPRINGTXMember_E78D1A76B1DFB29B911B2580DBA7FA8D_label_en-US" xlink:label="lab_geo_BIGSPRINGTXMember_E78D1A76B1DFB29B911B2580DBA7FA8D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BIG SPRING, TX [Member]</link:label>
    <link:label id="lab_geo_BIGSPRINGTXMember_E78D1A76B1DFB29B911B2580DBA7FA8D_documentation_en-US" xlink:label="lab_geo_BIGSPRINGTXMember_E78D1A76B1DFB29B911B2580DBA7FA8D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BIG SPRING, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BIGSPRINGTXMember" xlink:label="loc_geo_BIGSPRINGTXMember_E78D1A76B1DFB29B911B2580DBA7FA8D" xlink:type="locator"/>
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    <link:label id="lab_geo_HINTONOKMember_97296470B729934673E42580DBA8F8BF_terseLabel_en-US" xlink:label="lab_geo_HINTONOKMember_97296470B729934673E42580DBA8F8BF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hinton, OK</link:label>
    <link:label id="lab_geo_HINTONOKMember_97296470B729934673E42580DBA8F8BF_label_en-US" xlink:label="lab_geo_HINTONOKMember_97296470B729934673E42580DBA8F8BF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">HINTON, OK [Member]</link:label>
    <link:label id="lab_geo_HINTONOKMember_97296470B729934673E42580DBA8F8BF_documentation_en-US" xlink:label="lab_geo_HINTONOKMember_97296470B729934673E42580DBA8F8BF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">HINTON, OK [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HINTONOKMember" xlink:label="loc_geo_HINTONOKMember_97296470B729934673E42580DBA8F8BF" xlink:type="locator"/>
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    <link:label id="lab_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB_terseLabel_en-US" xlink:label="lab_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Conroe, TX</link:label>
    <link:label id="lab_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB_label_en-US" xlink:label="lab_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">CONROE, TX [Member]</link:label>
    <link:label id="lab_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB_documentation_en-US" xlink:label="lab_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">CONROE, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CONROETXMember" xlink:label="loc_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB" xlink:to="lab_geo_CONROETXMember_FAB1F700E4F70981C6112580DBA805EB" xlink:type="arc"/>
    <link:label id="lab_geo_KARNESCITYTXMember_9213AD26CF4B5E6475092580DBA8E3C0_terseLabel_en-US" xlink:label="lab_geo_KARNESCITYTXMember_9213AD26CF4B5E6475092580DBA8E3C0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Karnes City, TX</link:label>
    <link:label id="lab_geo_KARNESCITYTXMember_9213AD26CF4B5E6475092580DBA8E3C0_label_en-US" xlink:label="lab_geo_KARNESCITYTXMember_9213AD26CF4B5E6475092580DBA8E3C0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">KARNES CITY, TX [Member]</link:label>
    <link:label id="lab_geo_KARNESCITYTXMember_9213AD26CF4B5E6475092580DBA8E3C0_documentation_en-US" xlink:label="lab_geo_KARNESCITYTXMember_9213AD26CF4B5E6475092580DBA8E3C0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">KARNES CITY, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_KARNESCITYTXMember" xlink:label="loc_geo_KARNESCITYTXMember_9213AD26CF4B5E6475092580DBA8E3C0" xlink:type="locator"/>
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    <link:label id="lab_geo_LAREDOTXMember_8B47CC046B32F6B5283F2580DBA8C128_label_en-US" xlink:label="lab_geo_LAREDOTXMember_8B47CC046B32F6B5283F2580DBA8C128" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LAREDO, TX [Member]</link:label>
    <link:label id="lab_geo_LAREDOTXMember_8B47CC046B32F6B5283F2580DBA8C128_documentation_en-US" xlink:label="lab_geo_LAREDOTXMember_8B47CC046B32F6B5283F2580DBA8C128" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LAREDO, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LAREDOTXMember" xlink:label="loc_geo_LAREDOTXMember_8B47CC046B32F6B5283F2580DBA8C128" xlink:type="locator"/>
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    <link:label id="lab_geo_PEARSALLTXMember_A22C060F7449B8FE47662580DBA9144A_label_en-US" xlink:label="lab_geo_PEARSALLTXMember_A22C060F7449B8FE47662580DBA9144A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PEARSALL, TX [Member]</link:label>
    <link:label id="lab_geo_PEARSALLTXMember_A22C060F7449B8FE47662580DBA9144A_documentation_en-US" xlink:label="lab_geo_PEARSALLTXMember_A22C060F7449B8FE47662580DBA9144A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PEARSALL, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PEARSALLTXMember" xlink:label="loc_geo_PEARSALLTXMember_A22C060F7449B8FE47662580DBA9144A" xlink:type="locator"/>
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    <link:label id="lab_geo_DELRIOTXMember_08A94BA9D2E8A2F2C4192580DBA9E4FA_terseLabel_en-US" xlink:label="lab_geo_DELRIOTXMember_08A94BA9D2E8A2F2C4192580DBA9E4FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Del Rio, TX</link:label>
    <link:label id="lab_geo_DELRIOTXMember_08A94BA9D2E8A2F2C4192580DBA9E4FA_label_en-US" xlink:label="lab_geo_DELRIOTXMember_08A94BA9D2E8A2F2C4192580DBA9E4FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">DEL RIO, TX [Member]</link:label>
    <link:label id="lab_geo_DELRIOTXMember_08A94BA9D2E8A2F2C4192580DBA9E4FA_documentation_en-US" xlink:label="lab_geo_DELRIOTXMember_08A94BA9D2E8A2F2C4192580DBA9E4FA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">DEL RIO, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DELRIOTXMember" xlink:label="loc_geo_DELRIOTXMember_08A94BA9D2E8A2F2C4192580DBA9E4FA" xlink:type="locator"/>
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    <link:label id="lab_geo_ADELANTOCAMember_27606B3F9A8C2BDAC3092580DBA96CE7_terseLabel_en-US" xlink:label="lab_geo_ADELANTOCAMember_27606B3F9A8C2BDAC3092580DBA96CE7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Adelanto, CA</link:label>
    <link:label id="lab_geo_ADELANTOCAMember_27606B3F9A8C2BDAC3092580DBA96CE7_label_en-US" xlink:label="lab_geo_ADELANTOCAMember_27606B3F9A8C2BDAC3092580DBA96CE7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">ADELANTO, CA [Member]</link:label>
    <link:label id="lab_geo_ADELANTOCAMember_27606B3F9A8C2BDAC3092580DBA96CE7_documentation_en-US" xlink:label="lab_geo_ADELANTOCAMember_27606B3F9A8C2BDAC3092580DBA96CE7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">ADELANTO, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ADELANTOCAMember" xlink:label="loc_geo_ADELANTOCAMember_27606B3F9A8C2BDAC3092580DBA96CE7" xlink:type="locator"/>
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    <link:label id="lab_geo_AURORACOMember_70EDE4267ECCCE6ED6CF2580DBA906EE_terseLabel_en-US" xlink:label="lab_geo_AURORACOMember_70EDE4267ECCCE6ED6CF2580DBA906EE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aurora, CO</link:label>
    <link:label id="lab_geo_AURORACOMember_70EDE4267ECCCE6ED6CF2580DBA906EE_label_en-US" xlink:label="lab_geo_AURORACOMember_70EDE4267ECCCE6ED6CF2580DBA906EE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">AURORA, CO [Member]</link:label>
    <link:label id="lab_geo_AURORACOMember_70EDE4267ECCCE6ED6CF2580DBA906EE_documentation_en-US" xlink:label="lab_geo_AURORACOMember_70EDE4267ECCCE6ED6CF2580DBA906EE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">AURORA, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AURORACOMember" xlink:label="loc_geo_AURORACOMember_70EDE4267ECCCE6ED6CF2580DBA906EE" xlink:type="locator"/>
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    <link:label id="lab_geo_MCFARLANDCAMember_6619EE4606E7D60C2E352580DBA9A49A_terseLabel_en-US" xlink:label="lab_geo_MCFARLANDCAMember_6619EE4606E7D60C2E352580DBA9A49A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mc Farland, CA</link:label>
    <link:label id="lab_geo_MCFARLANDCAMember_6619EE4606E7D60C2E352580DBA9A49A_label_en-US" xlink:label="lab_geo_MCFARLANDCAMember_6619EE4606E7D60C2E352580DBA9A49A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">MC FARLAND, CA [Member]</link:label>
    <link:label id="lab_geo_MCFARLANDCAMember_6619EE4606E7D60C2E352580DBA9A49A_documentation_en-US" xlink:label="lab_geo_MCFARLANDCAMember_6619EE4606E7D60C2E352580DBA9A49A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">MC FARLAND, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MCFARLANDCAMember" xlink:label="loc_geo_MCFARLANDCAMember_6619EE4606E7D60C2E352580DBA9A49A" xlink:type="locator"/>
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    <link:label id="lab_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74_terseLabel_en-US" xlink:label="lab_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Santa Rosa, NM</link:label>
    <link:label id="lab_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74_label_en-US" xlink:label="lab_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SANTA ROSA, NM [Member]</link:label>
    <link:label id="lab_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74_documentation_en-US" xlink:label="lab_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SANTA ROSA, NM [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SANTAROSANMMember" xlink:label="loc_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74" xlink:to="lab_geo_SANTAROSANMMember_7859B54CD5EEC0EE31032580DBA96B74" xlink:type="arc"/>
    <link:label id="lab_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70_terseLabel_en-US" xlink:label="lab_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hudson, CO</link:label>
    <link:label id="lab_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70_label_en-US" xlink:label="lab_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">HUDSON, CO [Member]</link:label>
    <link:label id="lab_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70_documentation_en-US" xlink:label="lab_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">HUDSON, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HUDSONCOMember" xlink:label="loc_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70" xlink:to="lab_geo_HUDSONCOMember_7445B81C133461B40E542580DBAA1E70" xlink:type="arc"/>
    <link:label id="lab_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1_terseLabel_en-US" xlink:label="lab_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hobbs, NM</link:label>
    <link:label id="lab_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1_label_en-US" xlink:label="lab_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">HOBBS, NM [Member]</link:label>
    <link:label id="lab_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1_documentation_en-US" xlink:label="lab_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">HOBBS, NM [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HOBBSNMMember" xlink:label="loc_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1" xlink:to="lab_geo_HOBBSNMMember_E6D6A0EC3CDA32DFE4BC2580DBAAD2A1" xlink:type="arc"/>
    <link:label id="lab_geo_BAKERSFIELDCAMember_89B10C310DAD494E1E292580DBAAFD7D_terseLabel_en-US" xlink:label="lab_geo_BAKERSFIELDCAMember_89B10C310DAD494E1E292580DBAAFD7D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bakersfield, CA</link:label>
    <link:label id="lab_geo_BAKERSFIELDCAMember_89B10C310DAD494E1E292580DBAAFD7D_label_en-US" xlink:label="lab_geo_BAKERSFIELDCAMember_89B10C310DAD494E1E292580DBAAFD7D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BAKERSFIELD, CA [Member]</link:label>
    <link:label id="lab_geo_BAKERSFIELDCAMember_89B10C310DAD494E1E292580DBAAFD7D_documentation_en-US" xlink:label="lab_geo_BAKERSFIELDCAMember_89B10C310DAD494E1E292580DBAAFD7D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BAKERSFIELD, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BAKERSFIELDCAMember" xlink:label="loc_geo_BAKERSFIELDCAMember_89B10C310DAD494E1E292580DBAAFD7D" xlink:type="locator"/>
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    <link:label id="lab_geo_TACOMAWAMember_3754EE8F52D2452713FD2580DBAA0010_terseLabel_en-US" xlink:label="lab_geo_TACOMAWAMember_3754EE8F52D2452713FD2580DBAA0010" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tacoma, WA</link:label>
    <link:label id="lab_geo_TACOMAWAMember_3754EE8F52D2452713FD2580DBAA0010_label_en-US" xlink:label="lab_geo_TACOMAWAMember_3754EE8F52D2452713FD2580DBAA0010" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">TACOMA, WA [Member]</link:label>
    <link:label id="lab_geo_TACOMAWAMember_3754EE8F52D2452713FD2580DBAA0010_documentation_en-US" xlink:label="lab_geo_TACOMAWAMember_3754EE8F52D2452713FD2580DBAA0010" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">TACOMA, WA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_TACOMAWAMember" xlink:label="loc_geo_TACOMAWAMember_3754EE8F52D2452713FD2580DBAA0010" xlink:type="locator"/>
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    <link:label id="lab_geo_SANDIEGOCAMember_42274FBCF29CDB8EE49C2580DBAAA955_terseLabel_en-US" xlink:label="lab_geo_SANDIEGOCAMember_42274FBCF29CDB8EE49C2580DBAAA955" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">San Diego, CA</link:label>
    <link:label id="lab_geo_SANDIEGOCAMember_42274FBCF29CDB8EE49C2580DBAAA955_label_en-US" xlink:label="lab_geo_SANDIEGOCAMember_42274FBCF29CDB8EE49C2580DBAAA955" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SAN DIEGO, CA [Member]</link:label>
    <link:label id="lab_geo_SANDIEGOCAMember_42274FBCF29CDB8EE49C2580DBAAA955_documentation_en-US" xlink:label="lab_geo_SANDIEGOCAMember_42274FBCF29CDB8EE49C2580DBAAA955" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SAN DIEGO, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SANDIEGOCAMember" xlink:label="loc_geo_SANDIEGOCAMember_42274FBCF29CDB8EE49C2580DBAAA955" xlink:type="locator"/>
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    <link:label id="lab_geo_NEWARKNJMember_978FD8352CA498A8E1342580DBAA262B_label_en-US" xlink:label="lab_geo_NEWARKNJMember_978FD8352CA498A8E1342580DBAA262B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">NEWARK, NJ [Member]</link:label>
    <link:label id="lab_geo_NEWARKNJMember_978FD8352CA498A8E1342580DBAA262B_documentation_en-US" xlink:label="lab_geo_NEWARKNJMember_978FD8352CA498A8E1342580DBAA262B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">NEWARK, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NEWARKNJMember" xlink:label="loc_geo_NEWARKNJMember_978FD8352CA498A8E1342580DBAA262B" xlink:type="locator"/>
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    <link:label id="lab_geo_ReadingPAMember_EC458069F263B13EE05F2580DBAB2342_terseLabel_en-US" xlink:label="lab_geo_ReadingPAMember_EC458069F263B13EE05F2580DBAB2342" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Reading, PA</link:label>
    <link:label id="lab_geo_ReadingPAMember_EC458069F263B13EE05F2580DBAB2342_label_en-US" xlink:label="lab_geo_ReadingPAMember_EC458069F263B13EE05F2580DBAB2342" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reading, PA [Member]</link:label>
    <link:label id="lab_geo_ReadingPAMember_EC458069F263B13EE05F2580DBAB2342_documentation_en-US" xlink:label="lab_geo_ReadingPAMember_EC458069F263B13EE05F2580DBAB2342" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Reading, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ReadingPAMember" xlink:label="loc_geo_ReadingPAMember_EC458069F263B13EE05F2580DBAB2342" xlink:type="locator"/>
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    <link:label id="lab_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5_terseLabel_en-US" xlink:label="lab_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Arnold, PA</link:label>
    <link:label id="lab_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5_label_en-US" xlink:label="lab_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Arnold, PA [Member]</link:label>
    <link:label id="lab_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5_documentation_en-US" xlink:label="lab_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Arnold, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ArnoldPAMember" xlink:label="loc_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5" xlink:to="lab_geo_ArnoldPAMember_081A27F6EAD71E2537CD2580DBAB5AF5" xlink:type="arc"/>
    <link:label id="lab_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67_terseLabel_en-US" xlink:label="lab_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long Beach, CA</link:label>
    <link:label id="lab_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67_label_en-US" xlink:label="lab_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long Beach, CA [Member]</link:label>
    <link:label id="lab_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67_documentation_en-US" xlink:label="lab_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Long Beach, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LongBeachCAMember" xlink:label="loc_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67" xlink:to="lab_geo_LongBeachCAMember_9110E9C2E6BE49AFF8E32580DBABED67" xlink:type="arc"/>
    <link:label id="lab_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92_terseLabel_en-US" xlink:label="lab_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Litlletown, CO</link:label>
    <link:label id="lab_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92_label_en-US" xlink:label="lab_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Litlletown, CO [Member]</link:label>
    <link:label id="lab_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92_documentation_en-US" xlink:label="lab_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Litlletown, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LitlletownCOMember" xlink:label="loc_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92" xlink:to="lab_geo_LitlletownCOMember_3C387E2AD83D5C70F7DA2580DBAB3E92" xlink:type="arc"/>
    <link:label id="lab_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF_terseLabel_en-US" xlink:label="lab_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Falfurrias, TX</link:label>
    <link:label id="lab_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF_label_en-US" xlink:label="lab_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Falfurrias, TX [Member]</link:label>
    <link:label id="lab_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF_documentation_en-US" xlink:label="lab_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Falfurrias, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FalfurriasTXMember" xlink:label="loc_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF" xlink:to="lab_geo_FalfurriasTXMember_A2DFE3093B80015FDAC42580DBABE9AF" xlink:type="arc"/>
    <link:label id="lab_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2_terseLabel_en-US" xlink:label="lab_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LaVilla, TX</link:label>
    <link:label id="lab_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2_label_en-US" xlink:label="lab_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LaVilla, TX [Member]</link:label>
    <link:label id="lab_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2_documentation_en-US" xlink:label="lab_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LaVilla, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LaVillaTXMember" xlink:label="loc_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2" xlink:to="lab_geo_LaVillaTXMember_C5F2A45820C959314D262580DBAC4EC2" xlink:type="arc"/>
    <link:label id="lab_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D_terseLabel_en-US" xlink:label="lab_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Uniontown, AL</link:label>
    <link:label id="lab_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D_label_en-US" xlink:label="lab_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Uniontown, AL [Member]</link:label>
    <link:label id="lab_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D_documentation_en-US" xlink:label="lab_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Uniontown, AL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_UniontownALMember" xlink:label="loc_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D" xlink:to="lab_geo_UniontownALMember_662302B796D07B1DC8B32580DBAC451D" xlink:type="arc"/>
    <link:label id="lab_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53_terseLabel_en-US" xlink:label="lab_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pine Prairie, LA</link:label>
    <link:label id="lab_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53_label_en-US" xlink:label="lab_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pine Prairie, LA [Member]</link:label>
    <link:label id="lab_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53_documentation_en-US" xlink:label="lab_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Pine Prairie, LA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PinePrairieLAMember" xlink:label="loc_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53" xlink:to="lab_geo_PinePrairieLAMember_C141FF1BC3739AF1F9112580DBACCD53" xlink:type="arc"/>
    <link:label id="lab_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D_terseLabel_en-US" xlink:label="lab_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basile, LA</link:label>
    <link:label id="lab_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D_label_en-US" xlink:label="lab_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Basile, LA [Member]</link:label>
    <link:label id="lab_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D_documentation_en-US" xlink:label="lab_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Basile, LA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BasileLAMember" xlink:label="loc_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D" xlink:to="lab_geo_BasileLAMember_7A544E485DDAD20D2D932580DBACDB5D" xlink:type="arc"/>
    <link:label id="lab_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8_terseLabel_en-US" xlink:label="lab_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Newellton, LA</link:label>
    <link:label id="lab_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8_label_en-US" xlink:label="lab_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Newellton, LA [Member]</link:label>
    <link:label id="lab_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8_documentation_en-US" xlink:label="lab_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Newellton, LA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NewelltonLAMember" xlink:label="loc_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8" xlink:to="lab_geo_NewelltonLAMember_823CEC591771CAACB18F2580DBAC55C8" xlink:type="arc"/>
    <link:label id="lab_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309_terseLabel_en-US" xlink:label="lab_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Robstown, TX</link:label>
    <link:label id="lab_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309_label_en-US" xlink:label="lab_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Robstown, TX [Member]</link:label>
    <link:label id="lab_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309_documentation_en-US" xlink:label="lab_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Robstown, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RobstownTXMember" xlink:label="loc_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309" xlink:to="lab_geo_RobstownTXMember_C56C9AD27D17E9C388522580DBACD309" xlink:type="arc"/>
    <link:label id="lab_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479_terseLabel_en-US" xlink:label="lab_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maverick County Detention Center</link:label>
    <link:label id="lab_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479_label_en-US" xlink:label="lab_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maverick, TX [Member]</link:label>
    <link:label id="lab_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479_documentation_en-US" xlink:label="lab_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maverick, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MaverickTXMember" xlink:label="loc_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479" xlink:to="lab_geo_MaverickTXMember_A9956AB73811A8E1D7692580DBAC9479" xlink:type="arc"/>
    <link:label id="lab_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E_terseLabel_en-US" xlink:label="lab_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">San Antonio, TX</link:label>
    <link:label id="lab_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E_label_en-US" xlink:label="lab_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SAN ANTONIO, TX [Member]</link:label>
    <link:label id="lab_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E_documentation_en-US" xlink:label="lab_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SAN ANTONIO, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SANANTONIOTXMember" xlink:label="loc_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E" xlink:to="lab_geo_SANANTONIOTXMember_FBDF14207D72DCDEF7422580DBADA06E" xlink:type="arc"/>
    <link:label id="lab_geo_LAWRENCEVILLEVAMember_7EB3FA8F44F41AD80DBC2580DBADC38D_terseLabel_en-US" xlink:label="lab_geo_LAWRENCEVILLEVAMember_7EB3FA8F44F41AD80DBC2580DBADC38D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lawrenceville, VA</link:label>
    <link:label id="lab_geo_LAWRENCEVILLEVAMember_7EB3FA8F44F41AD80DBC2580DBADC38D_label_en-US" xlink:label="lab_geo_LAWRENCEVILLEVAMember_7EB3FA8F44F41AD80DBC2580DBADC38D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LAWRENCEVILLE, VA [Member]</link:label>
    <link:label id="lab_geo_LAWRENCEVILLEVAMember_7EB3FA8F44F41AD80DBC2580DBADC38D_documentation_en-US" xlink:label="lab_geo_LAWRENCEVILLEVAMember_7EB3FA8F44F41AD80DBC2580DBADC38D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LAWRENCEVILLE, VA [Member]</link:label>
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    <link:label id="lab_geo_FLORENCEAZMember_1F1ABAA8A86E05BCA7C52580DBAD191A_terseLabel_en-US" xlink:label="lab_geo_FLORENCEAZMember_1F1ABAA8A86E05BCA7C52580DBAD191A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Florence, AZ</link:label>
    <link:label id="lab_geo_FLORENCEAZMember_1F1ABAA8A86E05BCA7C52580DBAD191A_label_en-US" xlink:label="lab_geo_FLORENCEAZMember_1F1ABAA8A86E05BCA7C52580DBAD191A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">FLORENCE, AZ [Member]</link:label>
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    <link:label id="lab_geo_KingmanAZMember_5DBD7BA7D8D373A4F4B92580DBAD6C8B_label_en-US" xlink:label="lab_geo_KingmanAZMember_5DBD7BA7D8D373A4F4B92580DBAD6C8B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Kingman, AZ [Member]</link:label>
    <link:label id="lab_geo_KingmanAZMember_5DBD7BA7D8D373A4F4B92580DBAD6C8B_documentation_en-US" xlink:label="lab_geo_KingmanAZMember_5DBD7BA7D8D373A4F4B92580DBAD6C8B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Kingman, AZ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_KingmanAZMember" xlink:label="loc_geo_KingmanAZMember_5DBD7BA7D8D373A4F4B92580DBAD6C8B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_KingmanAZMember_5DBD7BA7D8D373A4F4B92580DBAD6C8B" xlink:to="lab_geo_KingmanAZMember_5DBD7BA7D8D373A4F4B92580DBAD6C8B" xlink:type="arc"/>
    <link:label id="lab_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B_terseLabel_en-US" xlink:label="lab_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Phoenix, AZ</link:label>
    <link:label id="lab_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B_label_en-US" xlink:label="lab_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PHOENIX, AZ [Member]</link:label>
    <link:label id="lab_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B_documentation_en-US" xlink:label="lab_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PHOENIX, AZ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PHOENIXAZMember" xlink:label="loc_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B" xlink:to="lab_geo_PHOENIXAZMember_B007EDB906602D5E8AF12580DBAD5C6B" xlink:type="arc"/>
    <link:label id="lab_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8_terseLabel_en-US" xlink:label="lab_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New Castle, IN</link:label>
    <link:label id="lab_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8_label_en-US" xlink:label="lab_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">NEW CASTLE, IN [Member]</link:label>
    <link:label id="lab_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8_documentation_en-US" xlink:label="lab_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">NEW CASTLE, IN [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NEWCASTLEINMember" xlink:label="loc_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8" xlink:to="lab_geo_NEWCASTLEINMember_164ADD1850F9457B9E802580DBADEBE8" xlink:type="arc"/>
    <link:label id="lab_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1_terseLabel_en-US" xlink:label="lab_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plainfield, IN</link:label>
    <link:label id="lab_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1_label_en-US" xlink:label="lab_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PLAINFIELD, IN [Member]</link:label>
    <link:label id="lab_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1_documentation_en-US" xlink:label="lab_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PLAINFIELD, IN [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PLAINFIELDINMember" xlink:label="loc_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1" xlink:to="lab_geo_PLAINFIELDINMember_46D29AD01A5F93526EE92580DBAE7EE1" xlink:type="arc"/>
    <link:label id="lab_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4_terseLabel_en-US" xlink:label="lab_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">South Bay, FL</link:label>
    <link:label id="lab_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4_label_en-US" xlink:label="lab_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SOUTH BAY, FL [Member]</link:label>
    <link:label id="lab_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4_documentation_en-US" xlink:label="lab_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SOUTH BAY, FL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SOUTHBAYFLMember" xlink:label="loc_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4" xlink:to="lab_geo_SOUTHBAYFLMember_9024F9C2F2E7D60FBE362580DBAE70E4" xlink:type="arc"/>
    <link:label id="lab_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B_terseLabel_en-US" xlink:label="lab_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pecos, TX</link:label>
    <link:label id="lab_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B_label_en-US" xlink:label="lab_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PECOS, TX [Member]</link:label>
    <link:label id="lab_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B_documentation_en-US" xlink:label="lab_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PECOS, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PECOSTXMember" xlink:label="loc_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B" xlink:to="lab_geo_PECOSTXMember_62A7CE4723BD7DEA18D62580DBAEA51B" xlink:type="arc"/>
    <link:label id="lab_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2_terseLabel_en-US" xlink:label="lab_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Clayton, NM</link:label>
    <link:label id="lab_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2_label_en-US" xlink:label="lab_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">CLAYTON, NM [Member]</link:label>
    <link:label id="lab_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2_documentation_en-US" xlink:label="lab_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">CLAYTON, NM [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CLAYTONNMMember" xlink:label="loc_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2" xlink:to="lab_geo_CLAYTONNMMember_EB24B73CA081A01186C72580DBAE7BF2" xlink:type="arc"/>
    <link:label id="lab_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3_terseLabel_en-US" xlink:label="lab_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Milton, FL</link:label>
    <link:label id="lab_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3_label_en-US" xlink:label="lab_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Milton, FL [Member]</link:label>
    <link:label id="lab_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3_documentation_en-US" xlink:label="lab_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Milton, FL</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MiltonFLMember" xlink:label="loc_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3" xlink:to="lab_geo_MiltonFLMember_B3721EBF40C71B6129462580DBAE18C3" xlink:type="arc"/>
    <link:label id="lab_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9_terseLabel_en-US" xlink:label="lab_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Panama City, FL</link:label>
    <link:label id="lab_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9_label_en-US" xlink:label="lab_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Panama City, FL [Member]</link:label>
    <link:label id="lab_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9_documentation_en-US" xlink:label="lab_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Panama City, FL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PanamaCityFLMember" xlink:label="loc_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9" xlink:to="lab_geo_PanamaCityFLMember_A8F7D2ED9B95A2C5C0F82580DBAE19D9" xlink:type="arc"/>
    <link:label id="lab_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3_terseLabel_en-US" xlink:label="lab_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Moore Haven, FL</link:label>
    <link:label id="lab_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3_label_en-US" xlink:label="lab_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Moore Haven, FL [Member]</link:label>
    <link:label id="lab_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3_documentation_en-US" xlink:label="lab_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Moore Haven, FL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MooreHavenFLMember" xlink:label="loc_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3" xlink:to="lab_geo_MooreHavenFLMember_96D2C8E3A75967D2780D2580DBAF3CE3" xlink:type="arc"/>
    <link:label id="lab_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44_terseLabel_en-US" xlink:label="lab_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Jackson, FL</link:label>
    <link:label id="lab_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44_label_en-US" xlink:label="lab_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Jackson, FL [Member]</link:label>
    <link:label id="lab_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44_documentation_en-US" xlink:label="lab_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Jackson, FL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_JacksonFLMember" xlink:label="loc_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44" xlink:to="lab_geo_JacksonFLMember_B624D4F28E9EE35EE5842580DBAF6D44" xlink:type="arc"/>
    <link:label id="lab_geo_LISBONOHMember_9835A5398E8DA72FB66D2580DBAFA473_terseLabel_en-US" xlink:label="lab_geo_LISBONOHMember_9835A5398E8DA72FB66D2580DBAFA473" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">LISBON, OH</link:label>
    <link:label id="lab_geo_LISBONOHMember_9835A5398E8DA72FB66D2580DBAFA473_label_en-US" xlink:label="lab_geo_LISBONOHMember_9835A5398E8DA72FB66D2580DBAFA473" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LISBON, OH [Member]</link:label>
    <link:label id="lab_geo_LISBONOHMember_9835A5398E8DA72FB66D2580DBAFA473_documentation_en-US" xlink:label="lab_geo_LISBONOHMember_9835A5398E8DA72FB66D2580DBAFA473" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LISBON, OH [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LISBONOHMember" xlink:label="loc_geo_LISBONOHMember_9835A5398E8DA72FB66D2580DBAFA473" xlink:type="locator"/>
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    <link:label id="lab_geo_GlenMillsPAMember_5B9C5BFCF579F4E8BEC62580DBAF1BEC_terseLabel_en-US" xlink:label="lab_geo_GlenMillsPAMember_5B9C5BFCF579F4E8BEC62580DBAF1BEC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Glen Mills, PA</link:label>
    <link:label id="lab_geo_GlenMillsPAMember_5B9C5BFCF579F4E8BEC62580DBAF1BEC_label_en-US" xlink:label="lab_geo_GlenMillsPAMember_5B9C5BFCF579F4E8BEC62580DBAF1BEC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Glen Mills, PA [Member]</link:label>
    <link:label id="lab_geo_GlenMillsPAMember_5B9C5BFCF579F4E8BEC62580DBAF1BEC_documentation_en-US" xlink:label="lab_geo_GlenMillsPAMember_5B9C5BFCF579F4E8BEC62580DBAF1BEC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Glen Mills, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_GlenMillsPAMember" xlink:label="loc_geo_GlenMillsPAMember_5B9C5BFCF579F4E8BEC62580DBAF1BEC" xlink:type="locator"/>
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    <link:label id="lab_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794_terseLabel_en-US" xlink:label="lab_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bracketville, TX</link:label>
    <link:label id="lab_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794_label_en-US" xlink:label="lab_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Bracketville, TX [Member]</link:label>
    <link:label id="lab_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794_documentation_en-US" xlink:label="lab_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Bracketville, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BracketvilleTXMember" xlink:label="loc_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794" xlink:to="lab_geo_BracketvilleTXMember_2CC3FCE0125978F20C002580DBAF6794" xlink:type="arc"/>
    <link:label id="lab_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE_terseLabel_en-US" xlink:label="lab_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Liberty, TX</link:label>
    <link:label id="lab_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE_label_en-US" xlink:label="lab_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liberty, TX [Member]</link:label>
    <link:label id="lab_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE_documentation_en-US" xlink:label="lab_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Liberty, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LibertyTXMember" xlink:label="loc_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE" xlink:to="lab_geo_LibertyTXMember_43328A7B8D5E89BE9ACD2580DBB094AE" xlink:type="arc"/>
    <link:label id="lab_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9_terseLabel_en-US" xlink:label="lab_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Beaumont, TX</link:label>
    <link:label id="lab_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9_label_en-US" xlink:label="lab_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BEAUMONT, TX [Member]</link:label>
    <link:label id="lab_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9_documentation_en-US" xlink:label="lab_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BEAUMONT, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BEAUMONTTXMember" xlink:label="loc_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9" xlink:to="lab_geo_BEAUMONTTXMember_10B2A2FBBC92AFE5D8D52580DBB0A7C9" xlink:type="arc"/>
    <link:label id="lab_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8_terseLabel_en-US" xlink:label="lab_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bronx, NY</link:label>
    <link:label id="lab_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8_label_en-US" xlink:label="lab_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BRONX, NY [Member]</link:label>
    <link:label id="lab_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8_documentation_en-US" xlink:label="lab_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BRONX, NY [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BRONXNYMember" xlink:label="loc_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8" xlink:to="lab_geo_BRONXNYMember_BF98B857CDAC0A8A95352580DBB0BEB8" xlink:type="arc"/>
    <link:label id="lab_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80_terseLabel_en-US" xlink:label="lab_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Anchorage, AK</link:label>
    <link:label id="lab_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80_label_en-US" xlink:label="lab_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">ANCHORAGE, AK [Member]</link:label>
    <link:label id="lab_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80_documentation_en-US" xlink:label="lab_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">ANCHORAGE, AK [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ANCHORAGEAKMember" xlink:label="loc_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80" xlink:to="lab_geo_ANCHORAGEAKMember_BCA875553AD130279B3B2580DBB0EB80" xlink:type="arc"/>
    <link:label id="lab_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1_terseLabel_en-US" xlink:label="lab_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Colorado Springs, CO</link:label>
    <link:label id="lab_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1_label_en-US" xlink:label="lab_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Colorado Springs, CO [Member]</link:label>
    <link:label id="lab_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1_documentation_en-US" xlink:label="lab_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Colorado Springs, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ColoradoSpringsCOMember" xlink:label="loc_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1" xlink:to="lab_geo_ColoradoSpringsCOMember_DEDE13F51342506E65A52580DBB017F1" xlink:type="arc"/>
    <link:label id="lab_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D_terseLabel_en-US" xlink:label="lab_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Craig, CO</link:label>
    <link:label id="lab_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D_label_en-US" xlink:label="lab_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Craig, CO [Member]</link:label>
    <link:label id="lab_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D_documentation_en-US" xlink:label="lab_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Craig, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CraigCOMember" xlink:label="loc_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D" xlink:to="lab_geo_CraigCOMember_D7653AFEEBAC598CF4912580DBB1356D" xlink:type="arc"/>
    <link:label id="lab_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF_terseLabel_en-US" xlink:label="lab_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">El Monte, CA</link:label>
    <link:label id="lab_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF_label_en-US" xlink:label="lab_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">EL MONTE, CA [Member]</link:label>
    <link:label id="lab_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF_documentation_en-US" xlink:label="lab_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">EL MONTE, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ELMONTECAMember" xlink:label="loc_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF" xlink:to="lab_geo_ELMONTECAMember_C5129767132576BBB6EB2580DBB163EF" xlink:type="arc"/>
    <link:label id="lab_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36_terseLabel_en-US" xlink:label="lab_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Leavenworth, KS</link:label>
    <link:label id="lab_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36_label_en-US" xlink:label="lab_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LEAVENWORTH, KS [Member]</link:label>
    <link:label id="lab_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36_documentation_en-US" xlink:label="lab_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LEAVENWORTH, KS [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LEAVENWORTHKSMember" xlink:label="loc_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36" xlink:to="lab_geo_LEAVENWORTHKSMember_4FCC7CFA4BE9523E62282580DBB15B36" xlink:type="arc"/>
    <link:label id="lab_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A_terseLabel_en-US" xlink:label="lab_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Las Vegas, NV</link:label>
    <link:label id="lab_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A_label_en-US" xlink:label="lab_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LAS VEGAS, NV [Member]</link:label>
    <link:label id="lab_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A_documentation_en-US" xlink:label="lab_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LAS VEGAS, NV [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LASVEGASNVMember" xlink:label="loc_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A" xlink:to="lab_geo_LASVEGASNVMember_CA6B6374EA1CF36469F72580DBB1F66A" xlink:type="arc"/>
    <link:label id="lab_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B_terseLabel_en-US" xlink:label="lab_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Houston, TX</link:label>
    <link:label id="lab_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B_label_en-US" xlink:label="lab_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">HOUSTON, TX [Member]</link:label>
    <link:label id="lab_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B_documentation_en-US" xlink:label="lab_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">HOUSTON, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HOUSTONTXMember" xlink:label="loc_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B" xlink:to="lab_geo_HOUSTONTXMember_930466507694C11769A92580DBB1644B" xlink:type="arc"/>
    <link:label id="lab_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260_terseLabel_en-US" xlink:label="lab_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Los Angeles, CA</link:label>
    <link:label id="lab_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260_label_en-US" xlink:label="lab_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LOS ANGELES, CA [Member]</link:label>
    <link:label id="lab_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260_documentation_en-US" xlink:label="lab_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LOS ANGELES, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LOSANGELESCAMember" xlink:label="loc_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260" xlink:to="lab_geo_LOSANGELESCAMember_B51B715E6403EDB4C03D2580DBB16260" xlink:type="arc"/>
    <link:label id="lab_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F_terseLabel_en-US" xlink:label="lab_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Austin, TX</link:label>
    <link:label id="lab_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F_label_en-US" xlink:label="lab_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">AUSTIN, TX [Member]</link:label>
    <link:label id="lab_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F_documentation_en-US" xlink:label="lab_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">AUSTIN, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_AUSTINTXMember" xlink:label="loc_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F" xlink:to="lab_geo_AUSTINTXMember_66284B8328A581A2B1BF2580DBB2A52F" xlink:type="arc"/>
    <link:label id="lab_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA_terseLabel_en-US" xlink:label="lab_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Edinburg, TX</link:label>
    <link:label id="lab_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA_label_en-US" xlink:label="lab_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">EDINBURG, TX [Member]</link:label>
    <link:label id="lab_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA_documentation_en-US" xlink:label="lab_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">EDINBURG, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_EDINBURGTXMember" xlink:label="loc_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA" xlink:to="lab_geo_EDINBURGTXMember_D78C356779AE77ACF92D2580DBB241DA" xlink:type="arc"/>
    <link:label id="lab_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D_terseLabel_en-US" xlink:label="lab_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fairbanks, AK</link:label>
    <link:label id="lab_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D_label_en-US" xlink:label="lab_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">FAIRBANKS, AK [Member]</link:label>
    <link:label id="lab_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D_documentation_en-US" xlink:label="lab_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">FAIRBANKS, AK [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FAIRBANKSAKMember" xlink:label="loc_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D" xlink:to="lab_geo_FAIRBANKSAKMember_E97D56734FE8336B596B2580DBB2EA7D" xlink:type="arc"/>
    <link:label id="lab_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181_terseLabel_en-US" xlink:label="lab_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Oakland, CA</link:label>
    <link:label id="lab_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181_label_en-US" xlink:label="lab_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">OAKLAND, CA [Member]</link:label>
    <link:label id="lab_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181_documentation_en-US" xlink:label="lab_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">OAKLAND, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OAKLANDCAMember" xlink:label="loc_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181" xlink:to="lab_geo_OAKLANDCAMember_2EF82EBD3B63E87838962580DBB2C181" xlink:type="arc"/>
    <link:label id="lab_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA_terseLabel_en-US" xlink:label="lab_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Brownsville, TX</link:label>
    <link:label id="lab_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA_label_en-US" xlink:label="lab_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BROWNSVILLE, TX [Member]</link:label>
    <link:label id="lab_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA_documentation_en-US" xlink:label="lab_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BROWNSVILLE, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BROWNSVILLETXMember" xlink:label="loc_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA" xlink:to="lab_geo_BROWNSVILLETXMember_3BDFBE07FE4350E71A872580DBB22EBA" xlink:type="arc"/>
    <link:label id="lab_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC_terseLabel_en-US" xlink:label="lab_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Salt Lake City, UT</link:label>
    <link:label id="lab_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC_label_en-US" xlink:label="lab_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SALT LAKE CITY, UT [Member]</link:label>
    <link:label id="lab_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC_documentation_en-US" xlink:label="lab_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SALT LAKE CITY, UT [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SALTLAKECITYUTMember" xlink:label="loc_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC" xlink:to="lab_geo_SALTLAKECITYUTMember_C2B43A2FA97081B52E762580DBB3DCCC" xlink:type="arc"/>
    <link:label id="lab_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC_terseLabel_en-US" xlink:label="lab_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Nome, AK</link:label>
    <link:label id="lab_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC_label_en-US" xlink:label="lab_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">NOME, AK [Member]</link:label>
    <link:label id="lab_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC_documentation_en-US" xlink:label="lab_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">NOME, AK [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NOMEAKMember" xlink:label="loc_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC" xlink:to="lab_geo_NOMEAKMember_0A30968FF7F67F96FB162580DBB33FBC" xlink:type="arc"/>
    <link:label id="lab_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64_terseLabel_en-US" xlink:label="lab_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">San Francisco, CA</link:label>
    <link:label id="lab_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64_label_en-US" xlink:label="lab_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SAN FRANCISCO, CA [Member]</link:label>
    <link:label id="lab_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64_documentation_en-US" xlink:label="lab_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SAN FRANCISCO, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SANFRANCISCOCAMember" xlink:label="loc_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64" xlink:to="lab_geo_SANFRANCISCOCAMember_9037C424A5CCB8005CC32580DBB30D64" xlink:type="arc"/>
    <link:label id="lab_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC_terseLabel_en-US" xlink:label="lab_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bethel, AK</link:label>
    <link:label id="lab_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC_label_en-US" xlink:label="lab_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BETHEL, AK [Member]</link:label>
    <link:label id="lab_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC_documentation_en-US" xlink:label="lab_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BETHEL, AK [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BETHELAKMember" xlink:label="loc_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC" xlink:to="lab_geo_BETHELAKMember_775E0A87849270F2FAC12580DBB422DC" xlink:type="arc"/>
    <link:label id="lab_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E_terseLabel_en-US" xlink:label="lab_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Columbiana, AL</link:label>
    <link:label id="lab_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E_label_en-US" xlink:label="lab_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Columbiana, AL [Member]</link:label>
    <link:label id="lab_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E_documentation_en-US" xlink:label="lab_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Columbiana, AL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ColumbianaALMember" xlink:label="loc_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E" xlink:to="lab_geo_ColumbianaALMember_B952EBB134F091F91EFF2580DBB4882E" xlink:type="arc"/>
    <link:label id="lab_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758_terseLabel_en-US" xlink:label="lab_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Casper, WY</link:label>
    <link:label id="lab_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758_label_en-US" xlink:label="lab_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Casper, WY [Member]</link:label>
    <link:label id="lab_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758_documentation_en-US" xlink:label="lab_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Casper, WY [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CasperWYMember" xlink:label="loc_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758" xlink:to="lab_geo_CasperWYMember_23FBA3527FBC6B5A48192580DBB4E758" xlink:type="arc"/>
    <link:label id="lab_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745_terseLabel_en-US" xlink:label="lab_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Morgantown, PA</link:label>
    <link:label id="lab_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745_label_en-US" xlink:label="lab_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">MORGANTOWN, PA [Member]</link:label>
    <link:label id="lab_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745_documentation_en-US" xlink:label="lab_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">MORGANTOWN, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MORGANTOWNPAMember" xlink:label="loc_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745" xlink:to="lab_geo_MORGANTOWNPAMember_B76780DFB4D2C621255B2580DBB4F745" xlink:type="arc"/>
    <link:label id="lab_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650_terseLabel_en-US" xlink:label="lab_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Marienville, PA</link:label>
    <link:label id="lab_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650_label_en-US" xlink:label="lab_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">MARIENVILLE, PA [Member]</link:label>
    <link:label id="lab_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650_documentation_en-US" xlink:label="lab_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">MARIENVILLE, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MARIENVILLEPAMember" xlink:label="loc_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650" xlink:to="lab_geo_MARIENVILLEPAMember_A1A09B517A5FE0735C3C2580DBB54650" xlink:type="arc"/>
    <link:label id="lab_geo_SHELBYOHMember_D4D11C930086E007E0A92580DBB53541_terseLabel_en-US" xlink:label="lab_geo_SHELBYOHMember_D4D11C930086E007E0A92580DBB53541" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Shelby, OH</link:label>
    <link:label id="lab_geo_SHELBYOHMember_D4D11C930086E007E0A92580DBB53541_label_en-US" xlink:label="lab_geo_SHELBYOHMember_D4D11C930086E007E0A92580DBB53541" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SHELBY, OH [Member]</link:label>
    <link:label id="lab_geo_SHELBYOHMember_D4D11C930086E007E0A92580DBB53541_documentation_en-US" xlink:label="lab_geo_SHELBYOHMember_D4D11C930086E007E0A92580DBB53541" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SHELBY, OH [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SHELBYOHMember" xlink:label="loc_geo_SHELBYOHMember_D4D11C930086E007E0A92580DBB53541" xlink:type="locator"/>
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    <link:label id="lab_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3_terseLabel_en-US" xlink:label="lab_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">South Mountain, PA</link:label>
    <link:label id="lab_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3_label_en-US" xlink:label="lab_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SOUTH MOUNTAIN, PA [Member]</link:label>
    <link:label id="lab_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3_documentation_en-US" xlink:label="lab_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SOUTH MOUNTAIN, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SOUTHMOUNTAINPAMember" xlink:label="loc_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3" xlink:to="lab_geo_SOUTHMOUNTAINPAMember_470BF3E77254C3AD39642580DBB56FF3" xlink:type="arc"/>
    <link:label id="lab_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04_terseLabel_en-US" xlink:label="lab_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hinsdale, IL</link:label>
    <link:label id="lab_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04_label_en-US" xlink:label="lab_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">HINSDALE, IL [Member]</link:label>
    <link:label id="lab_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04_documentation_en-US" xlink:label="lab_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">HINSDALE, IL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HINSDALEILMember" xlink:label="loc_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04" xlink:to="lab_geo_HINSDALEILMember_DC7C0F0B0FA8B5E120992580DBB52D04" xlink:type="arc"/>
    <link:label id="lab_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58_terseLabel_en-US" xlink:label="lab_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Canon City, CO</link:label>
    <link:label id="lab_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58_label_en-US" xlink:label="lab_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">CANON CITY, CO [Member]</link:label>
    <link:label id="lab_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58_documentation_en-US" xlink:label="lab_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">CANON CITY, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CANONCITYCOMember" xlink:label="loc_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58" xlink:to="lab_geo_CANONCITYCOMember_AB514814FB2BB127F22E2580DBB59B58" xlink:type="arc"/>
    <link:label id="lab_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5_terseLabel_en-US" xlink:label="lab_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Chicago, IL</link:label>
    <link:label id="lab_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5_label_en-US" xlink:label="lab_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">CHICAGO, IL [Member]</link:label>
    <link:label id="lab_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5_documentation_en-US" xlink:label="lab_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">CHICAGO, IL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CHICAGOILMember" xlink:label="loc_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5" xlink:to="lab_geo_CHICAGOILMember_41E4C127A9879F2F5F202580DBB646A5" xlink:type="arc"/>
    <link:label id="lab_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400_terseLabel_en-US" xlink:label="lab_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Woodridge, IL</link:label>
    <link:label id="lab_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400_label_en-US" xlink:label="lab_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">WOODRIDGE, IL [Member]</link:label>
    <link:label id="lab_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400_documentation_en-US" xlink:label="lab_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">WOODRIDGE, IL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_WOODRIDGEILMember" xlink:label="loc_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400" xlink:to="lab_geo_WOODRIDGEILMember_624B2ADC59419B9A7B2C2580DBB66400" xlink:type="arc"/>
    <link:label id="lab_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B_terseLabel_en-US" xlink:label="lab_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Neptune City, NJ</link:label>
    <link:label id="lab_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B_label_en-US" xlink:label="lab_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">El Centro, CA [Member]</link:label>
    <link:label id="lab_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B_documentation_en-US" xlink:label="lab_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">El Centro, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ElCentroCAMember" xlink:label="loc_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B" xlink:to="lab_geo_ElCentroCAMember_8300D91F651CE8442E482580DBB6C16B" xlink:type="arc"/>
    <link:label id="lab_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00_terseLabel_en-US" xlink:label="lab_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Perth Amboy, NJ</link:label>
    <link:label id="lab_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00_label_en-US" xlink:label="lab_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Ventura, CA [Member]</link:label>
    <link:label id="lab_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00_documentation_en-US" xlink:label="lab_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Ventura, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_VenturaCAMember" xlink:label="loc_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00" xlink:to="lab_geo_VenturaCAMember_CE138457721EC45C7B012580DBB61F00" xlink:type="arc"/>
    <link:label id="lab_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8_terseLabel_en-US" xlink:label="lab_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Elizabeth, NJ</link:label>
    <link:label id="lab_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8_label_en-US" xlink:label="lab_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Neptune City, NJ [Member]</link:label>
    <link:label id="lab_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8_documentation_en-US" xlink:label="lab_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Neptune City, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NeptuneCityNJMember" xlink:label="loc_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8" xlink:to="lab_geo_NeptuneCityNJMember_02BCF6C09C013670FC112580DBB6B7E8" xlink:type="arc"/>
    <link:label id="lab_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28_terseLabel_en-US" xlink:label="lab_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Perth Amboy, NJ</link:label>
    <link:label id="lab_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28_label_en-US" xlink:label="lab_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PERTH AMBOY, NJ [Member]</link:label>
    <link:label id="lab_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28_documentation_en-US" xlink:label="lab_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PERTH AMBOY, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PERTHAMBOYNJMember" xlink:label="loc_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28" xlink:to="lab_geo_PERTHAMBOYNJMember_7AB4ABDDDF83FCC7AABF2580DBB70D28" xlink:type="arc"/>
    <link:label id="lab_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE_terseLabel_en-US" xlink:label="lab_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Elizabeth, NJ</link:label>
    <link:label id="lab_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE_label_en-US" xlink:label="lab_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Elizabeth, NJ [Member]</link:label>
    <link:label id="lab_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE_documentation_en-US" xlink:label="lab_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Elizabeth, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ElizabethNJMember" xlink:label="loc_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE" xlink:to="lab_geo_ElizabethNJMember_C9ED9641C458196D1D752580DBB757AE" xlink:type="arc"/>
    <link:label id="lab_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA_terseLabel_en-US" xlink:label="lab_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Atlantic City, NJ</link:label>
    <link:label id="lab_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA_label_en-US" xlink:label="lab_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">ATLANTIC CITY, NJ [Member]</link:label>
    <link:label id="lab_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA_documentation_en-US" xlink:label="lab_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">ATLANTIC CITY, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ATLANTICCITYNJMember" xlink:label="loc_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA" xlink:to="lab_geo_ATLANTICCITYNJMember_9F24D538923CBE452A952580DBB798AA" xlink:type="arc"/>
    <link:label id="lab_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C_terseLabel_en-US" xlink:label="lab_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Santa Ana, CA</link:label>
    <link:label id="lab_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C_label_en-US" xlink:label="lab_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Santa Ana, CA [Member]</link:label>
    <link:label id="lab_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C_documentation_en-US" xlink:label="lab_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Santa Ana, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SantaAnaCAMember" xlink:label="loc_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C" xlink:to="lab_geo_SantaAnaCAMember_7E4555CDFEA0DD34B8222580DBB7986C" xlink:type="arc"/>
    <link:label id="lab_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659_terseLabel_en-US" xlink:label="lab_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Philadelphia, PA</link:label>
    <link:label id="lab_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659_label_en-US" xlink:label="lab_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PHILADELPHIA, PA [Member]</link:label>
    <link:label id="lab_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659_documentation_en-US" xlink:label="lab_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PHILADELPHIA, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PHILADELPHIAPAMember" xlink:label="loc_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659" xlink:to="lab_geo_PHILADELPHIAPAMember_E47203790F40CF674E7E2580DBB7F659" xlink:type="arc"/>
    <link:label id="lab_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620_terseLabel_en-US" xlink:label="lab_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rapid City, SD</link:label>
    <link:label id="lab_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620_label_en-US" xlink:label="lab_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Rapid City, SD [Member]</link:label>
    <link:label id="lab_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620_documentation_en-US" xlink:label="lab_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Rapid City, SD [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RapidCitySDMember" xlink:label="loc_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620" xlink:to="lab_geo_RapidCitySDMember_7F2305D462903EDD759F2580DBB7B620" xlink:type="arc"/>
    <link:label id="lab_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21_terseLabel_en-US" xlink:label="lab_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Chester, PA</link:label>
    <link:label id="lab_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21_label_en-US" xlink:label="lab_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Chester, PA [Member]</link:label>
    <link:label id="lab_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21_documentation_en-US" xlink:label="lab_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Chester, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ChesterPAMember" xlink:label="loc_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21" xlink:to="lab_geo_ChesterPAMember_C5B56F30F7973E6FCC732580DBB80D21" xlink:type="arc"/>
    <link:label id="lab_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C_terseLabel_en-US" xlink:label="lab_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lancaster, PA</link:label>
    <link:label id="lab_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C_label_en-US" xlink:label="lab_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lancaster, PA [Member]</link:label>
    <link:label id="lab_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C_documentation_en-US" xlink:label="lab_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lancaster, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LancasterPAMember" xlink:label="loc_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C" xlink:to="lab_geo_LancasterPAMember_08C3055873E68C97951C2580DBB8BF8C" xlink:type="arc"/>
    <link:label id="lab_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA_terseLabel_en-US" xlink:label="lab_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Williamsport, PA</link:label>
    <link:label id="lab_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA_label_en-US" xlink:label="lab_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Williamsport, PA [Member]</link:label>
    <link:label id="lab_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA_documentation_en-US" xlink:label="lab_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Williamsport, PA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_WilliamsportPAMember" xlink:label="loc_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA" xlink:to="lab_geo_WilliamsportPAMember_B22A517AD91C7933EEA52580DBB895FA" xlink:type="arc"/>
    <link:label id="lab_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF_terseLabel_en-US" xlink:label="lab_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Aurora, CO</link:label>
    <link:label id="lab_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF_label_en-US" xlink:label="lab_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vineland, NJ [Member]</link:label>
    <link:label id="lab_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF_documentation_en-US" xlink:label="lab_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Vineland, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_VinelandNJMember" xlink:label="loc_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF" xlink:to="lab_geo_VinelandNJMember_C0A011F5982F2B20A3C42580DBB8D7FF" xlink:type="arc"/>
    <link:label id="lab_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF_terseLabel_en-US" xlink:label="lab_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Denver, CO</link:label>
    <link:label id="lab_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF_label_en-US" xlink:label="lab_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eagle, CO [Member]</link:label>
    <link:label id="lab_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF_documentation_en-US" xlink:label="lab_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eagle, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_EagleCOMember" xlink:label="loc_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF" xlink:to="lab_geo_EagleCOMember_3447A974D487095FAABB2580DBB91FDF" xlink:type="arc"/>
    <link:label id="lab_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530_terseLabel_en-US" xlink:label="lab_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Merced, CA</link:label>
    <link:label id="lab_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530_label_en-US" xlink:label="lab_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Northglenn, CO [Member]</link:label>
    <link:label id="lab_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530_documentation_en-US" xlink:label="lab_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Northglenn, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NorthglennCOMember" xlink:label="loc_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530" xlink:to="lab_geo_NorthglennCOMember_C0E7E7625E9248CC6D6A2580DBB94530" xlink:type="arc"/>
    <link:label id="lab_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6_terseLabel_en-US" xlink:label="lab_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Murray, UT</link:label>
    <link:label id="lab_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6_label_en-US" xlink:label="lab_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Denver, CO [Member]</link:label>
    <link:label id="lab_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6_documentation_en-US" xlink:label="lab_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Denver, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DenverCOMember" xlink:label="loc_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6" xlink:to="lab_geo_DenverCOMember_053539A0E6A92FFB28DB2580DBB9ADB6" xlink:type="arc"/>
    <link:label id="lab_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7_terseLabel_en-US" xlink:label="lab_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Baltimore, MD</link:label>
    <link:label id="lab_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7_label_en-US" xlink:label="lab_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Baltimore, MD [Member]</link:label>
    <link:label id="lab_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7_documentation_en-US" xlink:label="lab_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Baltimore, MD [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BaltimoreMDMember" xlink:label="loc_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7" xlink:to="lab_geo_BaltimoreMDMember_F1BE03C161B57C9F81C525843C4206C7" xlink:type="arc"/>
    <link:label id="lab_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5_terseLabel_en-US" xlink:label="lab_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Trenton, NJ</link:label>
    <link:label id="lab_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5_label_en-US" xlink:label="lab_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Trenton, NJ [Member]</link:label>
    <link:label id="lab_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5_documentation_en-US" xlink:label="lab_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Trenton, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_TrentonNJMember" xlink:label="loc_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5" xlink:to="lab_geo_TrentonNJMember_358562C8089639BDB4872580DBBA39C5" xlink:type="arc"/>
    <link:label id="lab_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A_terseLabel_en-US" xlink:label="lab_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Kearney, NJ</link:label>
    <link:label id="lab_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A_label_en-US" xlink:label="lab_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Kearney, NJ [Member]</link:label>
    <link:label id="lab_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A_documentation_en-US" xlink:label="lab_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Kearney, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_KearneyNJMember" xlink:label="loc_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A" xlink:to="lab_geo_KearneyNJMember_E2880E3164AAEE78A0102580DBBA485A" xlink:type="arc"/>
    <link:label id="lab_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60_terseLabel_en-US" xlink:label="lab_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Sacracmento, CA</link:label>
    <link:label id="lab_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60_label_en-US" xlink:label="lab_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Panoma, CA [Member]</link:label>
    <link:label id="lab_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60_documentation_en-US" xlink:label="lab_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Panoma, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PanomaCAMember" xlink:label="loc_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60" xlink:to="lab_geo_PanomaCAMember_43E030C9A71A29578E102580DBBA7F60" xlink:type="arc"/>
    <link:label id="lab_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86_terseLabel_en-US" xlink:label="lab_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Silver Springs, MD</link:label>
    <link:label id="lab_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86_label_en-US" xlink:label="lab_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Silver Springs, MD [Member]</link:label>
    <link:label id="lab_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86_documentation_en-US" xlink:label="lab_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Silver Springs, MD [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SilverSpringsMDMember" xlink:label="loc_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86" xlink:to="lab_geo_SilverSpringsMDMember_27D65192233C62FCBC532580DBBB1D86" xlink:type="arc"/>
    <link:label id="lab_geo_MIAMIFLMember_034F9D37F7AF21A220172580DBBC3C56_terseLabel_en-US" xlink:label="lab_geo_MIAMIFLMember_034F9D37F7AF21A220172580DBBC3C56" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Miami, FL</link:label>
    <link:label id="lab_geo_MIAMIFLMember_034F9D37F7AF21A220172580DBBC3C56_label_en-US" xlink:label="lab_geo_MIAMIFLMember_034F9D37F7AF21A220172580DBBC3C56" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">MIAMI, FL [Member]</link:label>
    <link:label id="lab_geo_MIAMIFLMember_034F9D37F7AF21A220172580DBBC3C56_documentation_en-US" xlink:label="lab_geo_MIAMIFLMember_034F9D37F7AF21A220172580DBBC3C56" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">MIAMI, FL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MIAMIFLMember" xlink:label="loc_geo_MIAMIFLMember_034F9D37F7AF21A220172580DBBC3C56" xlink:type="locator"/>
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    <link:label id="lab_geo_DelrayBeachFLMember_B0628B139BC6CA2F4F282580DBBCD3E8_terseLabel_en-US" xlink:label="lab_geo_DelrayBeachFLMember_B0628B139BC6CA2F4F282580DBBCD3E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Houston, TX</link:label>
    <link:label id="lab_geo_DelrayBeachFLMember_B0628B139BC6CA2F4F282580DBBCD3E8_label_en-US" xlink:label="lab_geo_DelrayBeachFLMember_B0628B139BC6CA2F4F282580DBBCD3E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Delray Beach, FL [Member]</link:label>
    <link:label id="lab_geo_DelrayBeachFLMember_B0628B139BC6CA2F4F282580DBBCD3E8_documentation_en-US" xlink:label="lab_geo_DelrayBeachFLMember_B0628B139BC6CA2F4F282580DBBCD3E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Delray Beach, FL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DelrayBeachFLMember" xlink:label="loc_geo_DelrayBeachFLMember_B0628B139BC6CA2F4F282580DBBCD3E8" xlink:type="locator"/>
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    <link:label id="lab_geo_ORLANDOFLMember_C6D895461DA5A5F0C38F2580DBBCCBEB_terseLabel_en-US" xlink:label="lab_geo_ORLANDOFLMember_C6D895461DA5A5F0C38F2580DBBCCBEB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Orlando, FL</link:label>
    <link:label id="lab_geo_ORLANDOFLMember_C6D895461DA5A5F0C38F2580DBBCCBEB_label_en-US" xlink:label="lab_geo_ORLANDOFLMember_C6D895461DA5A5F0C38F2580DBBCCBEB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">ORLANDO, FL [Member]</link:label>
    <link:label id="lab_geo_ORLANDOFLMember_C6D895461DA5A5F0C38F2580DBBCCBEB_documentation_en-US" xlink:label="lab_geo_ORLANDOFLMember_C6D895461DA5A5F0C38F2580DBBCCBEB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">ORLANDO, FL [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ORLANDOFLMember" xlink:label="loc_geo_ORLANDOFLMember_C6D895461DA5A5F0C38F2580DBBCCBEB" xlink:type="locator"/>
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    <link:label id="lab_geo_ATLANTAGAMember_49BC7E4ED5940EF8C97A2580DBBC3D2B_terseLabel_en-US" xlink:label="lab_geo_ATLANTAGAMember_49BC7E4ED5940EF8C97A2580DBBC3D2B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Atlanta, GA</link:label>
    <link:label id="lab_geo_ATLANTAGAMember_49BC7E4ED5940EF8C97A2580DBBC3D2B_label_en-US" xlink:label="lab_geo_ATLANTAGAMember_49BC7E4ED5940EF8C97A2580DBBC3D2B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">ATLANTA, GA [Member]</link:label>
    <link:label id="lab_geo_ATLANTAGAMember_49BC7E4ED5940EF8C97A2580DBBC3D2B_documentation_en-US" xlink:label="lab_geo_ATLANTAGAMember_49BC7E4ED5940EF8C97A2580DBBC3D2B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">ATLANTA, GA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ATLANTAGAMember" xlink:label="loc_geo_ATLANTAGAMember_49BC7E4ED5940EF8C97A2580DBBC3D2B" xlink:type="locator"/>
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    <link:label id="lab_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB_terseLabel_en-US" xlink:label="lab_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New Orleans, LA</link:label>
    <link:label id="lab_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB_label_en-US" xlink:label="lab_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">NEW ORLEANS, LA [Member]</link:label>
    <link:label id="lab_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB_documentation_en-US" xlink:label="lab_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">NEW ORLEANS, LA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NEWORLEANSLAMember" xlink:label="loc_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB" xlink:to="lab_geo_NEWORLEANSLAMember_A9DA810FAAC19E33DB1E2580DBBC59CB" xlink:type="arc"/>
    <link:label id="lab_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8_terseLabel_en-US" xlink:label="lab_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fairfax, VA</link:label>
    <link:label id="lab_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8_label_en-US" xlink:label="lab_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">FAIRFAX, VA [Member]</link:label>
    <link:label id="lab_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8_documentation_en-US" xlink:label="lab_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">FAIRFAX, VA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FAIRFAXVAMember" xlink:label="loc_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8" xlink:to="lab_geo_FAIRFAXVAMember_BE8D17A4F76EA99060A82580DBBD67E8" xlink:type="arc"/>
    <link:label id="lab_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF_terseLabel_en-US" xlink:label="lab_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fresno, CA</link:label>
    <link:label id="lab_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF_label_en-US" xlink:label="lab_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Charelston, SC [Member]</link:label>
    <link:label id="lab_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF_documentation_en-US" xlink:label="lab_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Charelston, SC [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CharelstonSCMember" xlink:label="loc_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF" xlink:to="lab_geo_CharelstonSCMember_270254B9353A1E5B9AEE2580DBBDAEAF" xlink:type="arc"/>
    <link:label id="lab_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D_terseLabel_en-US" xlink:label="lab_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Detroit, MI</link:label>
    <link:label id="lab_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D_label_en-US" xlink:label="lab_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">DETROIT, MI [Member]</link:label>
    <link:label id="lab_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D_documentation_en-US" xlink:label="lab_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">DETROIT, MI [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DETROITMIMember" xlink:label="loc_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D" xlink:to="lab_geo_DETROITMIMember_A8722768C06A3ADE75692580DBBD1A3D" xlink:type="arc"/>
    <link:label id="lab_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59_terseLabel_en-US" xlink:label="lab_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Centennial, CO</link:label>
    <link:label id="lab_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59_label_en-US" xlink:label="lab_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">CENTENNIAL, CO [Member]</link:label>
    <link:label id="lab_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59_documentation_en-US" xlink:label="lab_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">CENTENNIAL, CO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CENTENNIALCOMember" xlink:label="loc_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59" xlink:to="lab_geo_CENTENNIALCOMember_AA5FBED5B9FCD8574BB22580DBBD0C59" xlink:type="arc"/>
    <link:label id="lab_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9_terseLabel_en-US" xlink:label="lab_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">St. Louis, MO</link:label>
    <link:label id="lab_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9_label_en-US" xlink:label="lab_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">St. Louis, MO [Member]</link:label>
    <link:label id="lab_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9_documentation_en-US" xlink:label="lab_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">St. Louis, MO [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_St.LouisMOMember" xlink:label="loc_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9" xlink:to="lab_geo_St.LouisMOMember_02FC95AA72FFA449A04A2580DBBDB4D9" xlink:type="arc"/>
    <link:label id="lab_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99_terseLabel_en-US" xlink:label="lab_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Indianapolis, IN</link:label>
    <link:label id="lab_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99_label_en-US" xlink:label="lab_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Indianapolis, IN [Member]</link:label>
    <link:label id="lab_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99_documentation_en-US" xlink:label="lab_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Indianapolis, IN [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_IndianapolisINMember" xlink:label="loc_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99" xlink:to="lab_geo_IndianapolisINMember_3E7CFEABE9E28A99DAB92580DBBD2C99" xlink:type="arc"/>
    <link:label id="lab_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE_terseLabel_en-US" xlink:label="lab_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tukwila, WA</link:label>
    <link:label id="lab_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE_label_en-US" xlink:label="lab_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">TUKWILA, WA [Member]</link:label>
    <link:label id="lab_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE_documentation_en-US" xlink:label="lab_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">TUKWILA, WA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_TUKWILAWAMember" xlink:label="loc_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE" xlink:to="lab_geo_TUKWILAWAMember_91DC5435FB29FB3F45A72580DBBE6DFE" xlink:type="arc"/>
    <link:label id="lab_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21_terseLabel_en-US" xlink:label="lab_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">New York, NY</link:label>
    <link:label id="lab_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21_label_en-US" xlink:label="lab_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">NEW YORK, NY [Member]</link:label>
    <link:label id="lab_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21_documentation_en-US" xlink:label="lab_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">NEW YORK, NY [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NEWYORKNYMember" xlink:label="loc_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21" xlink:to="lab_geo_NEWYORKNYMember_B10CEF64CB343EAA85812580DBBE7C21" xlink:type="arc"/>
    <link:label id="lab_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1_terseLabel_en-US" xlink:label="lab_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Burlington, MA</link:label>
    <link:label id="lab_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1_label_en-US" xlink:label="lab_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BURLINGTON, MA [Member]</link:label>
    <link:label id="lab_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1_documentation_en-US" xlink:label="lab_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BURLINGTON, MA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BURLINGTONMAMember" xlink:label="loc_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1" xlink:to="lab_geo_BURLINGTONMAMember_15D492F5E95818267F1A2580DBBED1B1" xlink:type="arc"/>
    <link:label id="lab_geo_HartfordCTMember_166A46188DC6892A57E62580DBBF3259_terseLabel_en-US" xlink:label="lab_geo_HartfordCTMember_166A46188DC6892A57E62580DBBF3259" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hartford, CT</link:label>
    <link:label id="lab_geo_HartfordCTMember_166A46188DC6892A57E62580DBBF3259_label_en-US" xlink:label="lab_geo_HartfordCTMember_166A46188DC6892A57E62580DBBF3259" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hartford, CT [Member]</link:label>
    <link:label id="lab_geo_HartfordCTMember_166A46188DC6892A57E62580DBBF3259_documentation_en-US" xlink:label="lab_geo_HartfordCTMember_166A46188DC6892A57E62580DBBF3259" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Hartford, CT [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_HartfordCTMember" xlink:label="loc_geo_HartfordCTMember_166A46188DC6892A57E62580DBBF3259" xlink:type="locator"/>
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    <link:label id="lab_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A_terseLabel_en-US" xlink:label="lab_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Marlton, NJ</link:label>
    <link:label id="lab_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A_label_en-US" xlink:label="lab_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Marlton, NJ [Member]</link:label>
    <link:label id="lab_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A_documentation_en-US" xlink:label="lab_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Marlton, NJ [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MarltonNJMember" xlink:label="loc_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A" xlink:to="lab_geo_MarltonNJMember_BAC1C080E2280765AF752580DBBF723A" xlink:type="arc"/>
    <link:label id="lab_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38_terseLabel_en-US" xlink:label="lab_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Richmond, VA</link:label>
    <link:label id="lab_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38_label_en-US" xlink:label="lab_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Richmond, VA [Member]</link:label>
    <link:label id="lab_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38_documentation_en-US" xlink:label="lab_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Richmond [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_RichmondVAMember" xlink:label="loc_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38" xlink:to="lab_geo_RichmondVAMember_FE760F0EBEDA650317FB2580DBBF9B38" xlink:type="arc"/>
    <link:label id="lab_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1_terseLabel_en-US" xlink:label="lab_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">San Bernadino, CA</link:label>
    <link:label id="lab_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1_label_en-US" xlink:label="lab_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SAN BERNADINO, CA [Member]</link:label>
    <link:label id="lab_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1_documentation_en-US" xlink:label="lab_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">SAN BERNADINO, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SANBERNADINOCAMember" xlink:label="loc_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1" xlink:to="lab_geo_SANBERNADINOCAMember_80853C995F4EBCB8A4B32580DBBFE9A1" xlink:type="arc"/>
    <link:label id="lab_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B_terseLabel_en-US" xlink:label="lab_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Dallas TX</link:label>
    <link:label id="lab_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B_label_en-US" xlink:label="lab_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">DALLAS, TX [Member]</link:label>
    <link:label id="lab_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B_documentation_en-US" xlink:label="lab_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">DALLAS, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_DALLASTXMember" xlink:label="loc_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B" xlink:to="lab_geo_DALLASTXMember_636E95353A3420DBEC7A2580DBBFEE2B" xlink:type="arc"/>
    <link:label id="lab_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F_terseLabel_en-US" xlink:label="lab_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">El Paso, TX</link:label>
    <link:label id="lab_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F_label_en-US" xlink:label="lab_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">El Paso, TX [Member]</link:label>
    <link:label id="lab_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F_documentation_en-US" xlink:label="lab_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">El Paso, TX [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ElPasoTXMember" xlink:label="loc_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F" xlink:to="lab_geo_ElPasoTXMember_ACA769C043BBA6180B392580DBC0949F" xlink:type="arc"/>
    <link:label id="lab_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23_terseLabel_en-US" xlink:label="lab_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Camarillo, CA</link:label>
    <link:label id="lab_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23_label_en-US" xlink:label="lab_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Camarillo, CA [Member]</link:label>
    <link:label id="lab_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23_documentation_en-US" xlink:label="lab_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Camarillo, CA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CamarilloCAMember" xlink:label="loc_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23" xlink:to="lab_geo_CamarilloCAMember_09B5FE51D05FBB2EEE642580DBC03A23" xlink:type="arc"/>
    <link:label id="lab_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B_terseLabel_en-US" xlink:label="lab_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Bisbane, Queensland AUS</link:label>
    <link:label id="lab_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B_label_en-US" xlink:label="lab_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BRISBANE, QUEENSLAND AUS [Member]</link:label>
    <link:label id="lab_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B_documentation_en-US" xlink:label="lab_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">BRISBANE, QUEENSLAND AUS [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BRISBANEQUEENSLANDAUSMember" xlink:label="loc_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B" xlink:to="lab_geo_BRISBANEQUEENSLANDAUSMember_6309DB72739F049767432580DBC0DB0B" xlink:type="arc"/>
    <link:label id="lab_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40_terseLabel_en-US" xlink:label="lab_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">West Sale, Victoria AUS</link:label>
    <link:label id="lab_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40_label_en-US" xlink:label="lab_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">WEST SALE, VICTORIA AUS [Member]</link:label>
    <link:label id="lab_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40_documentation_en-US" xlink:label="lab_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">WEST SALE, VICTORIA AUS [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_WESTSALEVICTORIAAUSMember" xlink:label="loc_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40" xlink:to="lab_geo_WESTSALEVICTORIAAUSMember_0D0511380330A718BBA82580DBC0FD40" xlink:type="arc"/>
    <link:label id="lab_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130_terseLabel_en-US" xlink:label="lab_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Junee, New South Wales, AUS</link:label>
    <link:label id="lab_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130_label_en-US" xlink:label="lab_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">JUNEE, NEW SOUTH WALES, AUS [Member]</link:label>
    <link:label id="lab_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130_documentation_en-US" xlink:label="lab_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">JUNEE, NEW SOUTH WALES, AUS [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_JUNEENEWSOUTHWALESAUSMember" xlink:label="loc_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130" xlink:to="lab_geo_JUNEENEWSOUTHWALESAUSMember_831D4E1007A0B629B9792580DBC08130" xlink:type="arc"/>
    <link:label id="lab_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0_terseLabel_en-US" xlink:label="lab_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Parklea, New South Wales, AUS</link:label>
    <link:label id="lab_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0_label_en-US" xlink:label="lab_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">PARKLEA, NEW SOUTH WALES, AUS [Member]</link:label>
    <link:label id="lab_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0_documentation_en-US" xlink:label="lab_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">PARKLEA, NEW SOUTH WALES, AUS [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PARKLEANEWSOUTHWALESAUSMember" xlink:label="loc_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0" xlink:to="lab_geo_PARKLEANEWSOUTHWALESAUSMember_67742C02EBFB0C254B032580DBC1BAE0" xlink:type="arc"/>
    <link:label id="lab_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D_terseLabel_en-US" xlink:label="lab_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Louis Trichardt, South Africa</link:label>
    <link:label id="lab_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D_label_en-US" xlink:label="lab_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">South Lanarkshire, UK [Member]</link:label>
    <link:label id="lab_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D_documentation_en-US" xlink:label="lab_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">South Lanarkshire, UK [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SouthLanarkshireUKMember" xlink:label="loc_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D" xlink:to="lab_geo_SouthLanarkshireUKMember_670553DB6FDF7B9DDEED2580DBC17C3D" xlink:type="arc"/>
    <link:label id="lab_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398_terseLabel_en-US" xlink:label="lab_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Louis Trichardt, South Africa</link:label>
    <link:label id="lab_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398_label_en-US" xlink:label="lab_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">LOUIS TRICHARDT, SOUTH AFRICA [Member]</link:label>
    <link:label id="lab_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398_documentation_en-US" xlink:label="lab_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">LOUIS TRICHARDT, SOUTH AFRICA [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LOUISTRICHARDTSOUTHAFRICAMember" xlink:label="loc_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398" xlink:to="lab_geo_LOUISTRICHARDTSOUTHAFRICAMember_ACFA47CE2173BDE823EF2580DBC1F398" xlink:type="arc"/>
    <link:label id="lab_geo_BOCARATONFLMember_2479C2A2EDC2227944582580DBC1D585_terseLabel_en-US" xlink:label="lab_geo_BOCARATONFLMember_2479C2A2EDC2227944582580DBC1D585" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Boca Raton, FL</link:label>
    <link:label id="lab_geo_BOCARATONFLMember_2479C2A2EDC2227944582580DBC1D585_label_en-US" xlink:label="lab_geo_BOCARATONFLMember_2479C2A2EDC2227944582580DBC1D585" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">BOCA RATON, FL [Member]</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_SYDNEYAUSMember" xlink:label="loc_geo_SYDNEYAUSMember_FDB6243C1BB1E51542CC2580DBC2E86B" xlink:type="locator"/>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ComptonCAMember" xlink:label="loc_geo_ComptonCAMember_CBACB9BB8431D1E004D02580DBC241B9" xlink:type="locator"/>
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    <link:label id="lab_geo_VARIOUSMember_2301D4A9755D73E6B5E32580DBC2667C_terseLabel_en-US" xlink:label="lab_geo_VARIOUSMember_2301D4A9755D73E6B5E32580DBC2667C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Various</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_VARIOUSMember" xlink:label="loc_geo_VARIOUSMember_2301D4A9755D73E6B5E32580DBC2667C" xlink:type="locator"/>
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    <link:label id="lab_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230_terseLabel_en-US" xlink:label="lab_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Louisville, KY</link:label>
    <link:label id="lab_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230_label_en-US" xlink:label="lab_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Louisville, KY [Member]</link:label>
    <link:label id="lab_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230_documentation_en-US" xlink:label="lab_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Louisville, KY [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LouisvilleKYMember" xlink:label="loc_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230" xlink:to="lab_geo_LouisvilleKYMember_AD616DDE59519AC34A042580DBC2B230" xlink:type="arc"/>
    <link:label id="lab_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfLand_8D37D630C70948E932E62580DBC391ED_terseLabel_en-US" xlink:label="lab_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfLand_8D37D630C70948E932E62580DBC391ED" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Original Land</link:label>
    <link:label id="lab_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfLand_8D37D630C70948E932E62580DBC391ED_label_en-US" xlink:label="lab_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfLand_8D37D630C70948E932E62580DBC391ED" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">SEC Schedule, 12-28, Real Estate Companies, Investment in Real Estate and Accumulated Depreciation, Initial Cost of Land</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfLand" xlink:label="loc_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfLand_8D37D630C70948E932E62580DBC391ED" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfBuildingsAndImprovements_3E5369AD3BE1D1B9B4422580DBC33255_terseLabel_en-US" xlink:label="lab_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfBuildingsAndImprovements_3E5369AD3BE1D1B9B4422580DBC33255" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Original Buildings and Improvements</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfBuildingsAndImprovements" xlink:label="loc_us-gaap_RealEstateAndAccumulatedDepreciationInitialCostOfBuildingsAndImprovements_3E5369AD3BE1D1B9B4422580DBC33255" xlink:type="locator"/>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateAndAccumulatedDepreciationCostsCapitalizedSubsequentToAcquisitionCarryingCosts" xlink:label="loc_us-gaap_RealEstateAndAccumulatedDepreciationCostsCapitalizedSubsequentToAcquisitionCarryingCosts_9FE202E81F80476FB2DF2580DBC35719" xlink:type="locator"/>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateAndAccumulatedDepreciationCarryingAmountOfLand" xlink:label="loc_us-gaap_RealEstateAndAccumulatedDepreciationCarryingAmountOfLand_A127630A72E1D17834B52580DBC33062" xlink:type="locator"/>
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    <link:label id="lab_geo_InternationalServicesSegmentMember_24EAAEF74E66B2F55E1F0CCA4865A39E_terseLabel_en-US" xlink:label="lab_geo_InternationalServicesSegmentMember_24EAAEF74E66B2F55E1F0CCA4865A39E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">International</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_InternationalServicesSegmentMember" xlink:label="loc_geo_InternationalServicesSegmentMember_24EAAEF74E66B2F55E1F0CCA4865A39E" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_InternationalServicesSegmentMember_24EAAEF74E66B2F55E1F0CCA4865A39E" xlink:to="lab_geo_InternationalServicesSegmentMember_24EAAEF74E66B2F55E1F0CCA4865A39E" xlink:type="arc"/>
    <link:label id="lab_geo_FacilityConstructionsandDesignSegmentMember_6033FE605060218047540CCA4865308E_terseLabel_en-US" xlink:label="lab_geo_FacilityConstructionsandDesignSegmentMember_6033FE605060218047540CCA4865308E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Facility Construction and Design</link:label>
    <link:label id="lab_geo_FacilityConstructionsandDesignSegmentMember_6033FE605060218047540CCA4865308E_label_en-US" xlink:label="lab_geo_FacilityConstructionsandDesignSegmentMember_6033FE605060218047540CCA4865308E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Facility Constructions and Design Segment [Member]</link:label>
    <link:label id="lab_geo_FacilityConstructionsandDesignSegmentMember_6033FE605060218047540CCA4865308E_documentation_en-US" xlink:label="lab_geo_FacilityConstructionsandDesignSegmentMember_6033FE605060218047540CCA4865308E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Facility Constructions and Design Segment</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_FacilityConstructionsandDesignSegmentMember" xlink:label="loc_geo_FacilityConstructionsandDesignSegmentMember_6033FE605060218047540CCA4865308E" xlink:type="locator"/>
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    <link:label id="lab_srt_ProductOrServiceAxis_2983F06C3E2AB73FF3FC0CCA4865BD5D_terseLabel_en-US" xlink:label="lab_srt_ProductOrServiceAxis_2983F06C3E2AB73FF3FC0CCA4865BD5D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product and Service [Axis]</link:label>
    <link:label id="lab_srt_ProductOrServiceAxis_2983F06C3E2AB73FF3FC0CCA4865BD5D_label_en-US" xlink:label="lab_srt_ProductOrServiceAxis_2983F06C3E2AB73FF3FC0CCA4865BD5D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product and Service [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ProductOrServiceAxis" xlink:label="loc_srt_ProductOrServiceAxis_2983F06C3E2AB73FF3FC0CCA4865BD5D" xlink:type="locator"/>
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    <link:label id="lab_srt_ProductsAndServicesDomain_3861E2B9F4BB7067748A0CCA4866ED07_terseLabel_en-US" xlink:label="lab_srt_ProductsAndServicesDomain_3861E2B9F4BB7067748A0CCA4866ED07" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Product and Service [Domain]</link:label>
    <link:label id="lab_srt_ProductsAndServicesDomain_3861E2B9F4BB7067748A0CCA4866ED07_label_en-US" xlink:label="lab_srt_ProductsAndServicesDomain_3861E2B9F4BB7067748A0CCA4866ED07" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Product and Service [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ProductsAndServicesDomain" xlink:label="loc_srt_ProductsAndServicesDomain_3861E2B9F4BB7067748A0CCA4866ED07" xlink:type="locator"/>
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    <link:label id="lab_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177_terseLabel_en-US" xlink:label="lab_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Owned and Leased: Corrections &amp; Detention</link:label>
    <link:label id="lab_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177_label_en-US" xlink:label="lab_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Owned And Leased, Corrections And Detention [Member]</link:label>
    <link:label id="lab_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177_documentation_en-US" xlink:label="lab_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Owned And Leased, Corrections And Detention [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OwnedAndLeasedCorrectionsAndDetentionMember" xlink:label="loc_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177" xlink:to="lab_geo_OwnedAndLeasedCorrectionsAndDetentionMember_388318FAC35F66BD875D0CCA48662177" xlink:type="arc"/>
    <link:label id="lab_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB_terseLabel_en-US" xlink:label="lab_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Owned and Leased: Community-based</link:label>
    <link:label id="lab_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB_label_en-US" xlink:label="lab_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Owned And Leased, Community Based [Member]</link:label>
    <link:label id="lab_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB_documentation_en-US" xlink:label="lab_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Owned And Leased, Community Based [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OwnedAndLeasedCommunityBasedMember" xlink:label="loc_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB" xlink:to="lab_geo_OwnedAndLeasedCommunityBasedMember_C9B0CE8A3872F208AADC0CCA486669CB" xlink:type="arc"/>
    <link:label id="lab_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D_terseLabel_en-US" xlink:label="lab_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Owned and Leased: Youth Services</link:label>
    <link:label id="lab_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D_label_en-US" xlink:label="lab_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Owned And Leased, Youth Services [Member]</link:label>
    <link:label id="lab_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D_documentation_en-US" xlink:label="lab_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Owned And Leased, Youth Services [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OwnedAndLeasedYouthServicesMember" xlink:label="loc_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D" xlink:to="lab_geo_OwnedAndLeasedYouthServicesMember_D01B7A195F9B56E0830D0CCA4866223D" xlink:type="arc"/>
    <link:label id="lab_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B_terseLabel_en-US" xlink:label="lab_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Managed Only</link:label>
    <link:label id="lab_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B_label_en-US" xlink:label="lab_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Managed Only [Member]</link:label>
    <link:label id="lab_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B_documentation_en-US" xlink:label="lab_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Managed Only [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ManagedOnlyMember" xlink:label="loc_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B" xlink:to="lab_geo_ManagedOnlyMember_261A183BC97C0864880A0CCA4867EA7B" xlink:type="arc"/>
    <link:label id="lab_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36_terseLabel_en-US" xlink:label="lab_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Non-residential Services and Other</link:label>
    <link:label id="lab_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36_label_en-US" xlink:label="lab_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Non Residential Services And Other [Member]</link:label>
    <link:label id="lab_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36_documentation_en-US" xlink:label="lab_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Non Residential Services And Other [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NonResidentialServicesAndOtherMember" xlink:label="loc_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36" xlink:to="lab_geo_NonResidentialServicesAndOtherMember_EB9A5395B79A8A4137BD0CCA48677A36" xlink:type="arc"/>
    <link:label id="lab_us-gaap_DisaggregationOfRevenueLineItems_AC1A533527DB7F2575A50CCA48672343_terseLabel_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_AC1A533527DB7F2575A50CCA48672343" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Disaggregation of Revenue [Line Items]</link:label>
    <link:label id="lab_us-gaap_DisaggregationOfRevenueLineItems_AC1A533527DB7F2575A50CCA48672343_label_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_AC1A533527DB7F2575A50CCA48672343" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disaggregation of Revenue [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisaggregationOfRevenueLineItems" xlink:label="loc_us-gaap_DisaggregationOfRevenueLineItems_AC1A533527DB7F2575A50CCA48672343" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisaggregationOfRevenueLineItems_AC1A533527DB7F2575A50CCA48672343" xlink:to="lab_us-gaap_DisaggregationOfRevenueLineItems_AC1A533527DB7F2575A50CCA48672343" xlink:type="arc"/>
    <link:label id="lab_geo_RevenueDomesticPerformanceBasedPercentageOfConsolidatedDomesticRevenues_DA593A4B0A9956A20E1F0CCA4867FB95_terseLabel_en-US" xlink:label="lab_geo_RevenueDomesticPerformanceBasedPercentageOfConsolidatedDomesticRevenues_DA593A4B0A9956A20E1F0CCA4867FB95" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Domestic performance based revenues percent of consolidated revenues</link:label>
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    <link:label id="lab_us-gaap_RevenuePerformanceObligationDescriptionOfTiming_608144C632808674FD0C0CCA48683507_terseLabel_en-US" xlink:label="lab_us-gaap_RevenuePerformanceObligationDescriptionOfTiming_608144C632808674FD0C0CCA48683507" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Performance obligation expected timing of satisfaction</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenuePerformanceObligationDescriptionOfTiming" xlink:label="loc_us-gaap_RevenuePerformanceObligationDescriptionOfTiming_608144C632808674FD0C0CCA48683507" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_9A199CF02297B1CE553A0CCA486818FF_terseLabel_en-US" xlink:label="lab_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_9A199CF02297B1CE553A0CCA486818FF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total Revenues</link:label>
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    <link:label id="lab_geo_RevenueNumberOfContracts_AAC664D9ECD3DF1367E40CCA48686657_terseLabel_en-US" xlink:label="lab_geo_RevenueNumberOfContracts_AAC664D9ECD3DF1367E40CCA48686657" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of contracts</link:label>
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    <link:label id="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_759FD1CD6AD66DD8A68825B069BF6612_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_759FD1CD6AD66DD8A68825B069BF6612" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]</link:label>
    <link:label id="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_759FD1CD6AD66DD8A68825B069BF6612_label_en-US" xlink:label="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_759FD1CD6AD66DD8A68825B069BF6612" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems" xlink:label="loc_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_759FD1CD6AD66DD8A68825B069BF6612" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_AssetsFairValueDisclosureAbstract_7C354D1DF799D5C6F0D825B069BF2100_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosureAbstract_7C354D1DF799D5C6F0D825B069BF2100" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Assets:</link:label>
    <link:label id="lab_us-gaap_AssetsFairValueDisclosureAbstract_7C354D1DF799D5C6F0D825B069BF2100_label_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosureAbstract_7C354D1DF799D5C6F0D825B069BF2100" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Fair Value Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsFairValueDisclosureAbstract" xlink:label="loc_us-gaap_AssetsFairValueDisclosureAbstract_7C354D1DF799D5C6F0D825B069BF2100" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_A640AC11F0453C4FBBBA25B069BF9FEB_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_A640AC11F0453C4FBBBA25B069BF9FEB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash and cash equivalents</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_A640AC11F0453C4FBBBA25B069BF9FEB" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_A640AC11F0453C4FBBBA25B069BF9FEB" xlink:to="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_A640AC11F0453C4FBBBA25B069BF9FEB" xlink:type="arc"/>
    <link:label id="lab_us-gaap_RestrictedCashAndCashEquivalents_ABA5C3F896C4EBB0416E25B069C0F726_verboseLabel_en-US" xlink:label="lab_us-gaap_RestrictedCashAndCashEquivalents_ABA5C3F896C4EBB0416E25B069C0F726" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Restricted cash and investments</link:label>
    <link:label id="lab_us-gaap_RestrictedCashAndCashEquivalents_ABA5C3F896C4EBB0416E25B069C0F726_label_en-US" xlink:label="lab_us-gaap_RestrictedCashAndCashEquivalents_ABA5C3F896C4EBB0416E25B069C0F726" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Restricted Cash and Cash Equivalents</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RestrictedCashAndCashEquivalents" xlink:label="loc_us-gaap_RestrictedCashAndCashEquivalents_ABA5C3F896C4EBB0416E25B069C0F726" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_0F92391DB436270CE20225B069C01511_verboseLabel_en-US" xlink:label="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_0F92391DB436270CE20225B069C01511" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Liabilities:</link:label>
    <link:label id="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_0F92391DB436270CE20225B069C01511_label_en-US" xlink:label="lab_us-gaap_LiabilitiesFairValueDisclosureAbstract_0F92391DB436270CE20225B069C01511" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Liabilities, Fair Value Disclosure [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LiabilitiesFairValueDisclosureAbstract" xlink:label="loc_us-gaap_LiabilitiesFairValueDisclosureAbstract_0F92391DB436270CE20225B069C01511" xlink:type="locator"/>
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    <link:label id="lab_geo_BorrowingsUnderRevolverAndTermLoans_332999E55823F178F9CE25B069C09FA0_verboseLabel_en-US" xlink:label="lab_geo_BorrowingsUnderRevolverAndTermLoans_332999E55823F178F9CE25B069C09FA0" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Borrowings under the Senior Credit Facility</link:label>
    <link:label id="lab_geo_BorrowingsUnderRevolverAndTermLoans_332999E55823F178F9CE25B069C09FA0_label_en-US" xlink:label="lab_geo_BorrowingsUnderRevolverAndTermLoans_332999E55823F178F9CE25B069C09FA0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Borrowings under Revolver and Term Loans</link:label>
    <link:label id="lab_geo_BorrowingsUnderRevolverAndTermLoans_332999E55823F178F9CE25B069C09FA0_documentation_en-US" xlink:label="lab_geo_BorrowingsUnderRevolverAndTermLoans_332999E55823F178F9CE25B069C09FA0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Borrowings under revolver and term loans.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_BorrowingsUnderRevolverAndTermLoans" xlink:label="loc_geo_BorrowingsUnderRevolverAndTermLoans_332999E55823F178F9CE25B069C09FA0" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_DebtInstrumentFairValue_DE917D9461774522A7EC25B069C0BE7B_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFairValue_DE917D9461774522A7EC25B069C0BE7B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Senior notes, fair value</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentFairValue_DE917D9461774522A7EC25B069C0BE7B_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentFairValue_DE917D9461774522A7EC25B069C0BE7B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentFairValue" xlink:label="loc_us-gaap_DebtInstrumentFairValue_DE917D9461774522A7EC25B069C0BE7B" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_MaterialReconcilingItemsMember_FCC6D8A68A9A85B9A2E025B068AAA918_terseLabel_en-US" xlink:label="lab_us-gaap_MaterialReconcilingItemsMember_FCC6D8A68A9A85B9A2E025B068AAA918" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment Reconciling Items</link:label>
    <link:label id="lab_us-gaap_MaterialReconcilingItemsMember_FCC6D8A68A9A85B9A2E025B068AAA918_label_en-US" xlink:label="lab_us-gaap_MaterialReconcilingItemsMember_FCC6D8A68A9A85B9A2E025B068AAA918" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reconciling Items [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MaterialReconcilingItemsMember" xlink:label="loc_us-gaap_MaterialReconcilingItemsMember_FCC6D8A68A9A85B9A2E025B068AAA918" xlink:type="locator"/>
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    <link:label id="lab_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6_verboseLabel_en-US" xlink:label="lab_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Operating and Reporting Segments</link:label>
    <link:label id="lab_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6_label_en-US" xlink:label="lab_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating and Reporting Segments [Abstract]</link:label>
    <link:label id="lab_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6_documentation_en-US" xlink:label="lab_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Operating and reporting segments.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_OperatingAndReportingSegmentsAbstract" xlink:label="loc_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6" xlink:to="lab_geo_OperatingAndReportingSegmentsAbstract_4ADFBB846B644C022D7F25B068AC4FD6" xlink:type="arc"/>
    <link:label id="lab_geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions_8E428C25BB7AEFBBA7DB25B068AD1FCD_terseLabel_en-US" xlink:label="lab_geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions_8E428C25BB7AEFBBA7DB25B068AD1FCD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital Expenditures</link:label>
    <link:label id="lab_geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions_8E428C25BB7AEFBBA7DB25B068AD1FCD_label_en-US" xlink:label="lab_geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions_8E428C25BB7AEFBBA7DB25B068AD1FCD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments for Purchase of Property Plant Equipment Facility Development and Expansions</link:label>
    <link:label id="lab_geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions_8E428C25BB7AEFBBA7DB25B068AD1FCD_documentation_en-US" xlink:label="lab_geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions_8E428C25BB7AEFBBA7DB25B068AD1FCD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Payments for purchase of property plant equipment facility development and expansions.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions" xlink:label="loc_geo_PaymentsForPurchaseOfPropertyPlantEquipmentFacilityDevelopmentAndExpansions_8E428C25BB7AEFBBA7DB25B068AD1FCD" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_DepreciationAndAmortizationAbstract_D3102B22D687BCEECA4D25B068ADB4C2_verboseLabel_en-US" xlink:label="lab_us-gaap_DepreciationAndAmortizationAbstract_D3102B22D687BCEECA4D25B068ADB4C2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Depreciation and amortization:</link:label>
    <link:label id="lab_us-gaap_DepreciationAndAmortizationAbstract_D3102B22D687BCEECA4D25B068ADB4C2_label_en-US" xlink:label="lab_us-gaap_DepreciationAndAmortizationAbstract_D3102B22D687BCEECA4D25B068ADB4C2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depreciation, Depletion and Amortization [Abstract]</link:label>
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    <link:label id="lab_us-gaap_OperatingIncomeLossAbstract_23DD9B04A5D5CDE5776A25B068AEB4D2_label_en-US" xlink:label="lab_us-gaap_OperatingIncomeLossAbstract_23DD9B04A5D5CDE5776A25B068AEB4D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Income (Loss) [Abstract]</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_SegmentReportingInformationOperatingIncome" xlink:label="loc_geo_SegmentReportingInformationOperatingIncome_A44044F7762C4EDE7E7025B068AE5240" xlink:type="locator"/>
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    <link:label id="lab_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683_terseLabel_en-US" xlink:label="lab_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Parcel Of Undeveloped Land</link:label>
    <link:label id="lab_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683_label_en-US" xlink:label="lab_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Parcel Of Undeveloped Land [Member]</link:label>
    <link:label id="lab_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683_documentation_en-US" xlink:label="lab_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Parcel Of Undeveloped Land [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ParcelOfUndevelopedLandMember" xlink:label="loc_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683" xlink:to="lab_geo_ParcelOfUndevelopedLandMember_05A6C68B98AF847A90B42580DFADD683" xlink:type="arc"/>
    <link:label id="lab_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8_terseLabel_en-US" xlink:label="lab_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Idle Reentry Facility</link:label>
    <link:label id="lab_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8_label_en-US" xlink:label="lab_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Idle Reentry Facility [Member]</link:label>
    <link:label id="lab_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8_documentation_en-US" xlink:label="lab_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Idle Reentry Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_IdleReentryFacilityMember" xlink:label="loc_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8" xlink:to="lab_geo_IdleReentryFacilityMember_BE444A8AE2A4F536504A2580DFADA3A8" xlink:type="arc"/>
    <link:label id="lab_geo_KensaniCorrectionsMember_5DD4B00E6BF209CC209B2580DFB09CF1_verboseLabel_en-US" xlink:label="lab_geo_KensaniCorrectionsMember_5DD4B00E6BF209CC209B2580DFB09CF1" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Kensani Corrections</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_KensaniCorrectionsMember" xlink:label="loc_geo_KensaniCorrectionsMember_5DD4B00E6BF209CC209B2580DFB09CF1" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_KensaniCorrectionsMember_5DD4B00E6BF209CC209B2580DFB09CF1" xlink:to="lab_geo_KensaniCorrectionsMember_5DD4B00E6BF209CC209B2580DFB09CF1" xlink:type="arc"/>
    <link:label id="lab_dei_LegalEntityAxis_A19EC445D4F08445F3682580DFB0E479_terseLabel_en-US" xlink:label="lab_dei_LegalEntityAxis_A19EC445D4F08445F3682580DFB0E479" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Legal Entity [Axis]</link:label>
    <link:label id="lab_dei_LegalEntityAxis_A19EC445D4F08445F3682580DFB0E479_label_en-US" xlink:label="lab_dei_LegalEntityAxis_A19EC445D4F08445F3682580DFB0E479" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Legal Entity [Axis]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_LegalEntityAxis" xlink:label="loc_dei_LegalEntityAxis_A19EC445D4F08445F3682580DFB0E479" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_dei_LegalEntityAxis_A19EC445D4F08445F3682580DFB0E479" xlink:to="lab_dei_LegalEntityAxis_A19EC445D4F08445F3682580DFB0E479" xlink:type="arc"/>
    <link:label id="lab_dei_EntityDomain_1846FA1F9D47A9A400212580DFB09905_terseLabel_en-US" xlink:label="lab_dei_EntityDomain_1846FA1F9D47A9A400212580DFB09905" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Entity [Domain]</link:label>
    <link:label id="lab_dei_EntityDomain_1846FA1F9D47A9A400212580DFB09905_label_en-US" xlink:label="lab_dei_EntityDomain_1846FA1F9D47A9A400212580DFB09905" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Entity [Domain]</link:label>
    <link:loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityDomain" xlink:label="loc_dei_EntityDomain_1846FA1F9D47A9A400212580DFB09905" xlink:type="locator"/>
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    <link:label id="lab_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B_terseLabel_en-US" xlink:label="lab_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Foreign Subsidiaries</link:label>
    <link:label id="lab_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B_label_en-US" xlink:label="lab_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Foreign Subsidiaries [Member]</link:label>
    <link:label id="lab_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B_documentation_en-US" xlink:label="lab_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Foreign subsidiaries.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ForeignSubsidiariesMember" xlink:label="loc_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B" xlink:to="lab_geo_ForeignSubsidiariesMember_84E1B8D454452B14E3692580DFB1E20B" xlink:type="arc"/>
    <link:label id="lab_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65_terseLabel_en-US" xlink:label="lab_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Technology</link:label>
    <link:label id="lab_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65_label_en-US" xlink:label="lab_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Technology [Member]</link:label>
    <link:label id="lab_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65_documentation_en-US" xlink:label="lab_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Technology.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_TechnologyMember" xlink:label="loc_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65" xlink:to="lab_geo_TechnologyMember_77D925A756874240E6A92580DFB20D65" xlink:type="arc"/>
    <link:label id="lab_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6_terseLabel_en-US" xlink:label="lab_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Summary of Business Organization</link:label>
    <link:label id="lab_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6_label_en-US" xlink:label="lab_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Summary of Business Organization [Abstract]</link:label>
    <link:label id="lab_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6_documentation_en-US" xlink:label="lab_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Summary of Business Organization [Abstract]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_SummaryofBusinessOrganizationAbstract" xlink:label="loc_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6" xlink:to="lab_geo_SummaryofBusinessOrganizationAbstract_94A10B73B9CCBD56BCCA2580DFB273B6" xlink:type="arc"/>
    <link:label id="lab_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF_verboseLabel_en-US" xlink:label="lab_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of beds</link:label>
    <link:label id="lab_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF_label_en-US" xlink:label="lab_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Beds in Facility Which Has Notice of Intent to Award Contract For</link:label>
    <link:label id="lab_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF_documentation_en-US" xlink:label="lab_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of Beds in Facility Which Has Notice of Intent to Award Contract For</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor" xlink:label="loc_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF" xlink:to="lab_geo_NumberofBedsinFacilityWhichHasNoticeofIntenttoAwardContractFor_097292BBE827F4E142602580DFB2D8CF" xlink:type="arc"/>
    <link:label id="lab_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027_verboseLabel_en-US" xlink:label="lab_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Correctional, detention and residential treatment facilities including projects under development</link:label>
    <link:label id="lab_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027_label_en-US" xlink:label="lab_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Correctional, Detention and Residential Treatment Facilities Including Projects Under Development</link:label>
    <link:label id="lab_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027_documentation_en-US" xlink:label="lab_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Correctional, Detention and Residential Treatment Facilities Including Projects Under Development.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment" xlink:label="loc_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027" xlink:to="lab_geo_CorrectionalDetentionAndResidentialTreatmentFacilitiesIncludingProjectsUnderDevelopment_1CB1A95BB7FE5876F28E2580DFB37027" xlink:type="arc"/>
    <link:label id="lab_geo_ProvisionOfMonitoringServicesTrackingOffenders_F1559D1DB931C71A55192580DFB3FB6A_verboseLabel_en-US" xlink:label="lab_geo_ProvisionOfMonitoringServicesTrackingOffenders_F1559D1DB931C71A55192580DFB3FB6A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Provision of monitoring services tracking offenders (more than 139,000 offenders)</link:label>
    <link:label id="lab_geo_ProvisionOfMonitoringServicesTrackingOffenders_F1559D1DB931C71A55192580DFB3FB6A_label_en-US" xlink:label="lab_geo_ProvisionOfMonitoringServicesTrackingOffenders_F1559D1DB931C71A55192580DFB3FB6A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Provision of Monitoring Services Tracking Offenders</link:label>
    <link:label id="lab_geo_ProvisionOfMonitoringServicesTrackingOffenders_F1559D1DB931C71A55192580DFB3FB6A_documentation_en-US" xlink:label="lab_geo_ProvisionOfMonitoringServicesTrackingOffenders_F1559D1DB931C71A55192580DFB3FB6A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Provision of monitoring services tracking offenders.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_ProvisionOfMonitoringServicesTrackingOffenders" xlink:label="loc_geo_ProvisionOfMonitoringServicesTrackingOffenders_F1559D1DB931C71A55192580DFB3FB6A" xlink:type="locator"/>
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    <link:label id="lab_geo_ProvisionofMonitoringServicesTrackingOffendersUsingTechnologyProducts_6D2D6BA254084E2050A22580DFB3B06B_terseLabel_en-US" xlink:label="lab_geo_ProvisionofMonitoringServicesTrackingOffendersUsingTechnologyProducts_6D2D6BA254084E2050A22580DFB3B06B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Provision of monitoring services tracking offenders using technology products</link:label>
    <link:label id="lab_geo_ProvisionofMonitoringServicesTrackingOffendersUsingTechnologyProducts_6D2D6BA254084E2050A22580DFB3B06B_label_en-US" xlink:label="lab_geo_ProvisionofMonitoringServicesTrackingOffendersUsingTechnologyProducts_6D2D6BA254084E2050A22580DFB3B06B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Provision of Monitoring Services Tracking Offenders Using Technology Products</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_ProvisionofMonitoringServicesTrackingOffendersUsingTechnologyProducts" xlink:label="loc_geo_ProvisionofMonitoringServicesTrackingOffendersUsingTechnologyProducts_6D2D6BA254084E2050A22580DFB3B06B" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_F86B42C3576A7F22BDCB2580DFB35C38_terseLabel_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_F86B42C3576A7F22BDCB2580DFB35C38" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ownership percentage</link:label>
    <link:label id="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_F86B42C3576A7F22BDCB2580DFB35C38_label_en-US" xlink:label="lab_us-gaap_EquityMethodInvestmentOwnershipPercentage_F86B42C3576A7F22BDCB2580DFB35C38" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Equity Method Investment, Ownership Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestmentOwnershipPercentage" xlink:label="loc_us-gaap_EquityMethodInvestmentOwnershipPercentage_F86B42C3576A7F22BDCB2580DFB35C38" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAbstract_CC72A80C07E95B8A720D2580DFB332D5_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAbstract_CC72A80C07E95B8A720D2580DFB332D5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents</link:label>
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    <link:label id="lab_us-gaap_ConstructionInProgressExpendituresIncurredButNotYetPaid_45A8A8C335319CFCF1712580E02B83A8_terseLabel_en-US" xlink:label="lab_us-gaap_ConstructionInProgressExpendituresIncurredButNotYetPaid_45A8A8C335319CFCF1712580E02B83A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital expenditures in accounts payable and accrued expenses</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConstructionInProgressExpendituresIncurredButNotYetPaid" xlink:label="loc_us-gaap_ConstructionInProgressExpendituresIncurredButNotYetPaid_45A8A8C335319CFCF1712580E02B83A8" xlink:type="locator"/>
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ConstructionInProgressExpendituresIncurredButNotYetPaid_45A8A8C335319CFCF1712580E02B83A8" xlink:to="lab_us-gaap_ConstructionInProgressExpendituresIncurredButNotYetPaid_45A8A8C335319CFCF1712580E02B83A8" xlink:type="arc"/>
    <link:label id="lab_geo_CanadaFacilityMember_5C35ADCA2726DF9A532CBE37F56C0FA7_terseLabel_en-US" xlink:label="lab_geo_CanadaFacilityMember_5C35ADCA2726DF9A532CBE37F56C0FA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Canada Facility</link:label>
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    <link:label id="lab_geo_CanadaFacilityMember_5C35ADCA2726DF9A532CBE37F56C0FA7_documentation_en-US" xlink:label="lab_geo_CanadaFacilityMember_5C35ADCA2726DF9A532CBE37F56C0FA7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Canada Facility [Member]</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_CanadaFacilityMember" xlink:label="loc_geo_CanadaFacilityMember_5C35ADCA2726DF9A532CBE37F56C0FA7" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_GuaranteeObligationsMaximumExposure_71D4495E80AFBC0EA04CBE37F56D87FE_terseLabel_en-US" xlink:label="lab_us-gaap_GuaranteeObligationsMaximumExposure_71D4495E80AFBC0EA04CBE37F56D87FE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum exposure, undiscounted</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GuaranteeObligationsMaximumExposure" xlink:label="loc_us-gaap_GuaranteeObligationsMaximumExposure_71D4495E80AFBC0EA04CBE37F56D87FE" xlink:type="locator"/>
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    <link:label id="lab_geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees_13D91D675E63913D4B40BE37F56D80CB_terseLabel_en-US" xlink:label="lab_geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees_13D91D675E63913D4B40BE37F56D80CB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of letters of guarantee outstanding under separate international facilities relating to performance guarantees</link:label>
    <link:label id="lab_geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees_13D91D675E63913D4B40BE37F56D80CB_label_en-US" xlink:label="lab_geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees_13D91D675E63913D4B40BE37F56D80CB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of letters of guarantee outstanding under separate international facilities relating to performance guarantees</link:label>
    <link:label id="lab_geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees_13D91D675E63913D4B40BE37F56D80CB_documentation_en-US" xlink:label="lab_geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees_13D91D675E63913D4B40BE37F56D80CB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number of letters of guarantee outstanding under separate international facilities relating to performance guarantees.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees" xlink:label="loc_geo_NumberOfLettersOfGuaranteeOutstandingUnderSeparateInternationalFacilitiesRelatingToPerformanceGuarantees_13D91D675E63913D4B40BE37F56D80CB" xlink:type="locator"/>
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    <link:label id="lab_geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees_2178312D3141E419DC07BE37F56D7E73_terseLabel_en-US" xlink:label="lab_geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees_2178312D3141E419DC07BE37F56D7E73" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Letters of guarantee outstanding relating to performance guarantees</link:label>
    <link:label id="lab_geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees_2178312D3141E419DC07BE37F56D7E73_label_en-US" xlink:label="lab_geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees_2178312D3141E419DC07BE37F56D7E73" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Letters of Credit Outstanding Relating to Performance Guarantees</link:label>
    <link:label id="lab_geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees_2178312D3141E419DC07BE37F56D7E73_documentation_en-US" xlink:label="lab_geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees_2178312D3141E419DC07BE37F56D7E73" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Letters of credit outstanding relating to performance guarantees.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees" xlink:label="loc_geo_LettersofCreditOutstandingRelatingtoPerformanceGuarantees_2178312D3141E419DC07BE37F56D7E73" xlink:type="locator"/>
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    <link:label id="lab_geo_MaximumLoanAmountunderSACSShareholdersLoan_4F4147AD82C390A87963BE37F56DF6AA_terseLabel_en-US" xlink:label="lab_geo_MaximumLoanAmountunderSACSShareholdersLoan_4F4147AD82C390A87963BE37F56DF6AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maximum loan amount under stand by facility to SACS</link:label>
    <link:label id="lab_geo_MaximumLoanAmountunderSACSShareholdersLoan_4F4147AD82C390A87963BE37F56DF6AA_label_en-US" xlink:label="lab_geo_MaximumLoanAmountunderSACSShareholdersLoan_4F4147AD82C390A87963BE37F56DF6AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maximum Loan Amount under SACS Shareholder's Loan</link:label>
    <link:label id="lab_geo_MaximumLoanAmountunderSACSShareholdersLoan_4F4147AD82C390A87963BE37F56DF6AA_documentation_en-US" xlink:label="lab_geo_MaximumLoanAmountunderSACSShareholdersLoan_4F4147AD82C390A87963BE37F56DF6AA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Maximum loan amount under SACS shareholder's loan.</link:label>
    <link:loc xlink:href="geo-20181231.xsd#geo_MaximumLoanAmountunderSACSShareholdersLoan" xlink:label="loc_geo_MaximumLoanAmountunderSACSShareholdersLoan_4F4147AD82C390A87963BE37F56DF6AA" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_LineOfCreditFacilityFairValueOfAmountOutstanding_75BC3F1F2D3A26D536B1BE440D716D48_terseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityFairValueOfAmountOutstanding_75BC3F1F2D3A26D536B1BE440D716D48" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Line of credit facility, amount outstanding</link:label>
    <link:label id="lab_us-gaap_LineOfCreditFacilityFairValueOfAmountOutstanding_75BC3F1F2D3A26D536B1BE440D716D48_label_en-US" xlink:label="lab_us-gaap_LineOfCreditFacilityFairValueOfAmountOutstanding_75BC3F1F2D3A26D536B1BE440D716D48" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Line of Credit Facility, Fair Value of Amount Outstanding</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityFairValueOfAmountOutstanding" xlink:label="loc_us-gaap_LineOfCreditFacilityFairValueOfAmountOutstanding_75BC3F1F2D3A26D536B1BE440D716D48" xlink:type="locator"/>
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    <link:label id="lab_geo_PotentialEstimatedExposureOfTaxObligations_88BA8D138D845A2C5532BE37F56DAB03_terseLabel_en-US" xlink:label="lab_geo_PotentialEstimatedExposureOfTaxObligations_88BA8D138D845A2C5532BE37F56DAB03" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Potential estimated exposure of tax obligations</link:label>
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    <link:label id="lab_geo_WorkingCapitalLineOfCredit_7709A14DBA48647F3C0ABE37F56E9601_terseLabel_en-US" xlink:label="lab_geo_WorkingCapitalLineOfCredit_7709A14DBA48647F3C0ABE37F56E9601" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lines of credit</link:label>
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    <link:label id="lab_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_AD7D0688C2281BEB135AA0D6F591DB3C_verboseLabel_en-US" xlink:label="lab_us-gaap_ScheduleOfFairValueAssetsAndLiabilitiesMeasuredOnRecurringBasisTableTextBlock_AD7D0688C2281BEB135AA0D6F591DB3C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Fair value assets and liabilities measured on recurring basis</link:label>
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    <link:label id="lab_us-gaap_CapitalLeaseObligationsMember_697EF9B6A3277DCE9DDFBE37F5881832_verboseLabel_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligationsMember_697EF9B6A3277DCE9DDFBE37F5881832" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Capital Leases</link:label>
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    <link:label id="lab_geo_NonRecourseMember_01589C38AAFD7A45602FBE37F588F810_verboseLabel_en-US" xlink:label="lab_geo_NonRecourseMember_01589C38AAFD7A45602FBE37F588F810" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Non- Recourse</link:label>
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    <link:loc xlink:href="geo-20181231.xsd#geo_NonRecourseMember" xlink:label="loc_geo_NonRecourseMember_01589C38AAFD7A45602FBE37F588F810" xlink:type="locator"/>
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    <link:label id="lab_us-gaap_OperatingLeasesRentExpenseMinimumRentals_93CDF470705FA388D1A02580DC7F608E_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasesRentExpenseMinimumRentals_93CDF470705FA388D1A02580DC7F608E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Minimum rent expense</link:label>
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    <link:label id="lab_geo_EmploymentAgreementInitialTermOfContract_8BA9A1DDA293B6B23E632580DC7F5EBE_terseLabel_en-US" xlink:label="lab_geo_EmploymentAgreementInitialTermOfContract_8BA9A1DDA293B6B23E632580DC7F5EBE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Initial term of contract</link:label>
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    <link:label id="lab_geo_EmploymentAgreementAdditionalTermOfContract_EAA8091B0E5E722C5FE22580DC7FDD5A_terseLabel_en-US" xlink:label="lab_geo_EmploymentAgreementAdditionalTermOfContract_EAA8091B0E5E722C5FE22580DC7FDD5A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Additional term of contract</link:label>
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    <link:label id="lab_us-gaap_SalariesWagesAndOfficersCompensation_F6FF5C346B749043B0502580DC80C03D_terseLabel_en-US" xlink:label="lab_us-gaap_SalariesWagesAndOfficersCompensation_F6FF5C346B749043B0502580DC80C03D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Officers' compensation</link:label>
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