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    <link:label id="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D97976AC3900220DDE875339CE841E28_terseLabel_en-US" xlink:label="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D97976AC3900220DDE875339CE841E28" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest income from mortgaged real estate</link:label>
    <link:label id="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D97976AC3900220DDE875339CE841E28_label_en-US" xlink:label="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D97976AC3900220DDE875339CE841E28" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest and Fee Income, Loans, Commercial, Real Estate</link:label>
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    <link:label id="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_F9E5F5E09AC553B5D5595339CE84FB1B_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_F9E5F5E09AC553B5D5595339CE84FB1B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real estate taxes paid by tenants</link:label>
    <link:label id="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_F9E5F5E09AC553B5D5595339CE84FB1B_label_en-US" xlink:label="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_F9E5F5E09AC553B5D5595339CE84FB1B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases Real Estate Taxes Paid by Tenants</link:label>
    <link:label id="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_F9E5F5E09AC553B5D5595339CE84FB1B_documentation_en-US" xlink:label="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_F9E5F5E09AC553B5D5595339CE84FB1B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">The total amount of revenue recognized for the period from real estate taxes paid by tenants.</link:label>
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    <link:label id="lab_us-gaap_Revenues_8EB356051A6C6D197F565339CE8436B7_verboseLabel_en-US" xlink:label="lab_us-gaap_Revenues_8EB356051A6C6D197F565339CE8436B7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Total revenues</link:label>
    <link:label id="lab_us-gaap_Revenues_8EB356051A6C6D197F565339CE8436B7_label_en-US" xlink:label="lab_us-gaap_Revenues_8EB356051A6C6D197F565339CE8436B7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenues</link:label>
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    <link:label id="lab_us-gaap_OperatingExpensesAbstract_0ED01963C517252C915C5339CE85500F_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingExpensesAbstract_0ED01963C517252C915C5339CE85500F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating expenses</link:label>
    <link:label id="lab_us-gaap_OperatingExpensesAbstract_0ED01963C517252C915C5339CE85500F_label_en-US" xlink:label="lab_us-gaap_OperatingExpensesAbstract_0ED01963C517252C915C5339CE85500F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Expenses [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OperatingExpensesAbstract" xlink:label="loc_us-gaap_OperatingExpensesAbstract_0ED01963C517252C915C5339CE85500F" xlink:type="locator" />
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    <link:label id="lab_glpi_Gamingfoodbeverageandotherexpense_F5854A980EAF1F76D0315339CE8540CD_terseLabel_en-US" xlink:label="lab_glpi_Gamingfoodbeverageandotherexpense_F5854A980EAF1F76D0315339CE8540CD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gaming, food, beverage and other</link:label>
    <link:label id="lab_glpi_Gamingfoodbeverageandotherexpense_F5854A980EAF1F76D0315339CE8540CD_label_en-US" xlink:label="lab_glpi_Gamingfoodbeverageandotherexpense_F5854A980EAF1F76D0315339CE8540CD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gaming, food, beverage and other expense</link:label>
    <link:label id="lab_glpi_Gamingfoodbeverageandotherexpense_F5854A980EAF1F76D0315339CE8540CD_documentation_en-US" xlink:label="lab_glpi_Gamingfoodbeverageandotherexpense_F5854A980EAF1F76D0315339CE8540CD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">This element represents the cost of generating revenues from casino operations. Also includes the cost related to generating revenue from the sale of food (prepared and cooked-to-order foodstuffs, as well as snack items) and beverages (bottled or on-tap alcoholic beverages, as well as nonalcoholic beverages like carbonated drinks, juices, energy/sports drinks, water, coffee, and tea).</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_Gamingfoodbeverageandotherexpense" xlink:label="loc_glpi_Gamingfoodbeverageandotherexpense_F5854A980EAF1F76D0315339CE8540CD" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RealEstateTaxExpense_C8E4341EEA10F2CE7F435339CE851D6F_terseLabel_en-US" xlink:label="lab_us-gaap_RealEstateTaxExpense_C8E4341EEA10F2CE7F435339CE851D6F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real estate taxes</link:label>
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    <link:label id="lab_glpi_LandRightsandGroundLeaseExpense_0B0FEBABDA4D956A72D55339CE855F9D_terseLabel_en-US" xlink:label="lab_glpi_LandRightsandGroundLeaseExpense_0B0FEBABDA4D956A72D55339CE855F9D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land rights and ground lease expense</link:label>
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    <link:label id="lab_glpi_LandRightsandGroundLeaseExpense_0B0FEBABDA4D956A72D55339CE855F9D_documentation_en-US" xlink:label="lab_glpi_LandRightsandGroundLeaseExpense_0B0FEBABDA4D956A72D55339CE855F9D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of expense incurred and related to the amortization of land rights and ground lease rent.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_LandRightsandGroundLeaseExpense" xlink:label="loc_glpi_LandRightsandGroundLeaseExpense_0B0FEBABDA4D956A72D55339CE855F9D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_GeneralAndAdministrativeExpense_E976724C82170BF193A25339CE855F09_terseLabel_en-US" xlink:label="lab_us-gaap_GeneralAndAdministrativeExpense_E976724C82170BF193A25339CE855F09" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">General and administrative</link:label>
    <link:label id="lab_us-gaap_GeneralAndAdministrativeExpense_E976724C82170BF193A25339CE855F09_label_en-US" xlink:label="lab_us-gaap_GeneralAndAdministrativeExpense_E976724C82170BF193A25339CE855F09" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">General and Administrative Expense</link:label>
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    <link:label id="lab_us-gaap_Depreciation_E3B4991ACECF9300EC1C5339CE85AAE7_positiveLabel_en-US" xlink:label="lab_us-gaap_Depreciation_E3B4991ACECF9300EC1C5339CE85AAE7" xlink:role="http://www.xbrl.org/2003/role/positiveLabel" xlink:type="resource" xml:lang="en-US">Depreciation</link:label>
    <link:label id="lab_us-gaap_Depreciation_E3B4991ACECF9300EC1C5339CE85AAE7_label_en-US" xlink:label="lab_us-gaap_Depreciation_E3B4991ACECF9300EC1C5339CE85AAE7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Depreciation</link:label>
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    <link:label id="lab_us-gaap_ProvisionForLoanAndLeaseLosses_662F6F01E0251661C8A25339CE86F435_terseLabel_en-US" xlink:label="lab_us-gaap_ProvisionForLoanAndLeaseLosses_662F6F01E0251661C8A25339CE86F435" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loan impairment charges</link:label>
    <link:label id="lab_us-gaap_ProvisionForLoanAndLeaseLosses_662F6F01E0251661C8A25339CE86F435_label_en-US" xlink:label="lab_us-gaap_ProvisionForLoanAndLeaseLosses_662F6F01E0251661C8A25339CE86F435" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Provision for Loan and Lease Losses</link:label>
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    <link:label id="lab_us-gaap_OperatingExpenses_F076CD07BC815D913D485339CE863615_totalLabel_en-US" xlink:label="lab_us-gaap_OperatingExpenses_F076CD07BC815D913D485339CE863615" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total operating expenses</link:label>
    <link:label id="lab_us-gaap_OperatingExpenses_F076CD07BC815D913D485339CE863615_label_en-US" xlink:label="lab_us-gaap_OperatingExpenses_F076CD07BC815D913D485339CE863615" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Expenses</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OperatingExpenses" xlink:label="loc_us-gaap_OperatingExpenses_F076CD07BC815D913D485339CE863615" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingIncomeLoss_796704AEC16166716BD45339CE86E887_totalLabel_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_796704AEC16166716BD45339CE86E887" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Income from operations</link:label>
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    <link:label id="lab_us-gaap_NonoperatingIncomeExpenseAbstract_BBF37BAAB8535752AAAB5339CE8697AA_terseLabel_en-US" xlink:label="lab_us-gaap_NonoperatingIncomeExpenseAbstract_BBF37BAAB8535752AAAB5339CE8697AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other income (expenses)</link:label>
    <link:label id="lab_us-gaap_NonoperatingIncomeExpenseAbstract_BBF37BAAB8535752AAAB5339CE8697AA_label_en-US" xlink:label="lab_us-gaap_NonoperatingIncomeExpenseAbstract_BBF37BAAB8535752AAAB5339CE8697AA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Nonoperating Income (Expense) [Abstract]</link:label>
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    <link:label id="lab_us-gaap_InterestExpense_3D7A15107B3063D839F85339CE86BE78_label_en-US" xlink:label="lab_us-gaap_InterestExpense_3D7A15107B3063D839F85339CE86BE78" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_InterestExpense" xlink:label="loc_us-gaap_InterestExpense_3D7A15107B3063D839F85339CE86BE78" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OtherNonoperatingIncome_84A29682885FD42BDBF95339CE87A5A5_terseLabel_en-US" xlink:label="lab_us-gaap_OtherNonoperatingIncome_84A29682885FD42BDBF95339CE87A5A5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest income</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_60D78C4BBDA0A3CADA52533AFB627883_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_60D78C4BBDA0A3CADA52533AFB627883" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Face amount of debt</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D3E0A3E8FDAA4955174D533AFB6394D4_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D3E0A3E8FDAA4955174D533AFB6394D4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt instrument, interest rate, stated percentage</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D3E0A3E8FDAA4955174D533AFB6394D4_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D3E0A3E8FDAA4955174D533AFB6394D4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Interest Rate, Stated Percentage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentInterestRateStatedPercentage" xlink:label="loc_us-gaap_DebtInstrumentInterestRateStatedPercentage_D3E0A3E8FDAA4955174D533AFB6394D4" xlink:type="locator" />
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    <link:label id="lab_glpi_InterestIncomePaidinkind_581686E9BB7083EDCD84533AFB63A958_terseLabel_en-US" xlink:label="lab_glpi_InterestIncomePaidinkind_581686E9BB7083EDCD84533AFB63A958" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Interest Income, Paid-in-kind</link:label>
    <link:label id="lab_glpi_InterestIncomePaidinkind_581686E9BB7083EDCD84533AFB63A958_label_en-US" xlink:label="lab_glpi_InterestIncomePaidinkind_581686E9BB7083EDCD84533AFB63A958" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Income, Paid-in-kind</link:label>
    <link:label id="lab_glpi_InterestIncomePaidinkind_581686E9BB7083EDCD84533AFB63A958_documentation_en-US" xlink:label="lab_glpi_InterestIncomePaidinkind_581686E9BB7083EDCD84533AFB63A958" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Interest income, paid-in-kind. As a noncash item, it is subtracted from net income when calculating cash provided by or used in operations using the indirect method.</link:label>
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    <link:label id="lab_us-gaap_NotesReceivableNet_A09A8913FC49FB9C8CFA533AFB6323A0_terseLabel_en-US" xlink:label="lab_us-gaap_NotesReceivableNet_A09A8913FC49FB9C8CFA533AFB6323A0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loan receivable</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NotesReceivableNet" xlink:label="loc_us-gaap_NotesReceivableNet_A09A8913FC49FB9C8CFA533AFB6323A0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtTextBlock_D4D53BAA5941F24F14DC533AFB2BEF23_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_D4D53BAA5941F24F14DC533AFB2BEF23" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term Debt</link:label>
    <link:label id="lab_us-gaap_LongTermDebtTextBlock_D4D53BAA5941F24F14DC533AFB2BEF23_label_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_D4D53BAA5941F24F14DC533AFB2BEF23" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtTextBlock" xlink:label="loc_us-gaap_LongTermDebtTextBlock_D4D53BAA5941F24F14DC533AFB2BEF23" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CreditFacilityAxis_720C696C76B8A48381BC533AFB100366_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_720C696C76B8A48381BC533AFB100366" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
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    <link:label id="lab_us-gaap_CreditFacilityDomain_2F131342BEA0FAB38D78533AFB10E9E5_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_2F131342BEA0FAB38D78533AFB10E9E5" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:label="loc_us-gaap_CreditFacilityDomain_2F131342BEA0FAB38D78533AFB10E9E5" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_029440B03DD8F487E937533AFB11FB2C_verboseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_029440B03DD8F487E937533AFB11FB2C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Revolving credit facility</link:label>
    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_029440B03DD8F487E937533AFB11FB2C_label_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_029440B03DD8F487E937533AFB11FB2C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revolving Credit Facility [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_RevolvingCreditFacilityMember" xlink:label="loc_us-gaap_RevolvingCreditFacilityMember_029440B03DD8F487E937533AFB11FB2C" xlink:type="locator" />
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    <link:label id="lab_glpi_TermLoanA1FacilityMember_8D9CE143AF431E6CED17533AFB11132A_terseLabel_en-US" xlink:label="lab_glpi_TermLoanA1FacilityMember_8D9CE143AF431E6CED17533AFB11132A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured term loan A-1</link:label>
    <link:label id="lab_glpi_TermLoanA1FacilityMember_8D9CE143AF431E6CED17533AFB11132A_label_en-US" xlink:label="lab_glpi_TermLoanA1FacilityMember_8D9CE143AF431E6CED17533AFB11132A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Term Loan A - 1 Facility [Member]</link:label>
    <link:label id="lab_glpi_TermLoanA1FacilityMember_8D9CE143AF431E6CED17533AFB11132A_documentation_en-US" xlink:label="lab_glpi_TermLoanA1FacilityMember_8D9CE143AF431E6CED17533AFB11132A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Contractual agreement to borrow up to $825 million under a term loan.</link:label>
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    <link:label id="lab_us-gaap_LineOfCreditMember_BCA6A0D84E87AD7BC5AB533AFB12A49E_verboseLabel_en-US" xlink:label="lab_us-gaap_LineOfCreditMember_BCA6A0D84E87AD7BC5AB533AFB12A49E" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Senior unsecured credit facility</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentLineItems_8527B2897911AE5D8C0C533AFB128484_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_8527B2897911AE5D8C0C533AFB128484" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsRemainderOfFiscalYear_AEA774A7A8ED2871C2C8533AFB3D6879" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_90F8FC64E2DD722DBD39533AFB3DA54F_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearTwo_90F8FC64E2DD722DBD39533AFB3DA54F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2020</link:label>
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    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_8DC3A42E4FCE00B4ED8E533AFB3D5C9D_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_8DC3A42E4FCE00B4ED8E533AFB3D5C9D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2021</link:label>
    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_8DC3A42E4FCE00B4ED8E533AFB3D5C9D_label_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_8DC3A42E4FCE00B4ED8E533AFB3D5C9D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Liability, Payments, Due Year Three</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_8DC3A42E4FCE00B4ED8E533AFB3D5C9D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_8DC3A42E4FCE00B4ED8E533AFB3D5C9D" xlink:to="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearThree_8DC3A42E4FCE00B4ED8E533AFB3D5C9D" xlink:type="arc" />
    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_73B277586F430B3CFF18533AFB3DAE39_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFour_73B277586F430B3CFF18533AFB3DAE39" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2022</link:label>
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    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_A57BD4141314738EC329533AFB3E441C_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_A57BD4141314738EC329533AFB3E441C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2023</link:label>
    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_A57BD4141314738EC329533AFB3E441C_label_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_A57BD4141314738EC329533AFB3E441C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Liability, Payments, Due Year Five</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_A57BD4141314738EC329533AFB3E441C" xlink:to="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueYearFive_A57BD4141314738EC329533AFB3E441C" xlink:type="arc" />
    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_0772A4A1113D0D89A41F533AFB3E0E3B_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityPaymentsDueAfterYearFive_0772A4A1113D0D89A41F533AFB3E0E3B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Thereafter</link:label>
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    <link:label id="lab_glpi_BoydGamingCorporationMember_A6682506BBE2B8E37BD7533AFB6BF3AA_terseLabel_en-US" xlink:label="lab_glpi_BoydGamingCorporationMember_A6682506BBE2B8E37BD7533AFB6BF3AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Boyd Gaming Corporation</link:label>
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    <link:label id="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_C20063454C72667829F1533AFADF7E16_terseLabel_en-US" xlink:label="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_C20063454C72667829F1533AFADF7E16" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Amended Pinnacle Entertainment, Inc. Master Lease</link:label>
    <link:label id="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_C20063454C72667829F1533AFADF7E16_label_en-US" xlink:label="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_C20063454C72667829F1533AFADF7E16" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Amended Pinnacle Entertainment, Inc. Master Lease [Member]</link:label>
    <link:label id="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_C20063454C72667829F1533AFADF7E16_documentation_en-US" xlink:label="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_C20063454C72667829F1533AFADF7E16" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amended Pinnacle Entertainment, Inc. Master Lease [Member]</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember" xlink:label="loc_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_C20063454C72667829F1533AFADF7E16" xlink:type="locator" />
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    <link:label id="lab_glpi_EldoradoMasterLeaseMember_0A13F2D4E1C6893817CD533AFADF33BA_terseLabel_en-US" xlink:label="lab_glpi_EldoradoMasterLeaseMember_0A13F2D4E1C6893817CD533AFADF33BA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Eldorado Master Lease</link:label>
    <link:label id="lab_glpi_EldoradoMasterLeaseMember_0A13F2D4E1C6893817CD533AFADF33BA_label_en-US" xlink:label="lab_glpi_EldoradoMasterLeaseMember_0A13F2D4E1C6893817CD533AFADF33BA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Eldorado Master Lease [Member]</link:label>
    <link:label id="lab_glpi_EldoradoMasterLeaseMember_0A13F2D4E1C6893817CD533AFADF33BA_documentation_en-US" xlink:label="lab_glpi_EldoradoMasterLeaseMember_0A13F2D4E1C6893817CD533AFADF33BA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Eldorado Master Lease [Member]</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_EldoradoMasterLeaseMember" xlink:label="loc_glpi_EldoradoMasterLeaseMember_0A13F2D4E1C6893817CD533AFADF33BA" xlink:type="locator" />
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    <link:label id="lab_glpi_BoydGamingCorporationMasterLeaseMember_2F6FD003EF4E8A4BCD76533AFADF7B65_terseLabel_en-US" xlink:label="lab_glpi_BoydGamingCorporationMasterLeaseMember_2F6FD003EF4E8A4BCD76533AFADF7B65" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Boyd Gaming Corporation Master Lease</link:label>
    <link:label id="lab_glpi_BoydGamingCorporationMasterLeaseMember_2F6FD003EF4E8A4BCD76533AFADF7B65_label_en-US" xlink:label="lab_glpi_BoydGamingCorporationMasterLeaseMember_2F6FD003EF4E8A4BCD76533AFADF7B65" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Boyd Gaming Corporation Master Lease [Member]</link:label>
    <link:label id="lab_glpi_BoydGamingCorporationMasterLeaseMember_2F6FD003EF4E8A4BCD76533AFADF7B65_documentation_en-US" xlink:label="lab_glpi_BoydGamingCorporationMasterLeaseMember_2F6FD003EF4E8A4BCD76533AFADF7B65" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Boyd Gaming Corporation Master Lease</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_BoydGamingCorporationMasterLeaseMember" xlink:label="loc_glpi_BoydGamingCorporationMasterLeaseMember_2F6FD003EF4E8A4BCD76533AFADF7B65" xlink:type="locator" />
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    <link:label id="lab_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569_terseLabel_en-US" xlink:label="lab_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">All Tenant Leases</link:label>
    <link:label id="lab_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569_label_en-US" xlink:label="lab_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">All Tenant Leases [Member]</link:label>
    <link:label id="lab_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569_documentation_en-US" xlink:label="lab_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">All Tenant Leases</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_AllTenantLeasesMember" xlink:label="loc_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569" xlink:to="lab_glpi_AllTenantLeasesMember_AC642B698055BDC6B458533AFADFC569" xlink:type="arc" />
    <link:label id="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B_terseLabel_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Penn National Gaming, Inc. Meadows Lease</link:label>
    <link:label id="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B_label_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Penn National Gaming, Inc. Meadows Lease [Member]</link:label>
    <link:label id="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B_documentation_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Penn National Gaming, Inc. Meadows Lease</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_PennNationalGamingInc.MeadowsLeaseMember" xlink:label="loc_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B" xlink:to="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_A52DE4597E2C1CD65D7D533AFAE0FF8B" xlink:type="arc" />
    <link:label id="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B_terseLabel_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Hollywood Casino Columbus and Hollywood Casino Toledo</link:label>
    <link:label id="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B_label_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Hollywood Casino Columbus and Hollywood Casino Toledo [Member]</link:label>
    <link:label id="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B_documentation_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to Hollywood Casino Columbus and Hollywood Casino Toledo.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember" xlink:label="loc_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B" xlink:to="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_A04668A1266364026171533AFAE0B08B" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisaggregationOfRevenueLineItems_D99D58F6FFC58EE5CB13533AFAE19FDA_terseLabel_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_D99D58F6FFC58EE5CB13533AFAE19FDA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenue Recognition [Line Items]</link:label>
    <link:label id="lab_us-gaap_DisaggregationOfRevenueLineItems_D99D58F6FFC58EE5CB13533AFAE19FDA_label_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_D99D58F6FFC58EE5CB13533AFAE19FDA" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DisaggregationOfRevenueLineItems" xlink:label="loc_us-gaap_DisaggregationOfRevenueLineItems_D99D58F6FFC58EE5CB13533AFAE19FDA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisaggregationOfRevenueLineItems_D99D58F6FFC58EE5CB13533AFAE19FDA" xlink:to="lab_us-gaap_DisaggregationOfRevenueLineItems_D99D58F6FFC58EE5CB13533AFAE19FDA" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Annual rent escalator, percentage</link:label>
    <link:label id="lab_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD_label_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating leases, annual rental escalation percentage</link:label>
    <link:label id="lab_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD_documentation_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Operating leases, annual rental escalation percentage</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_Operatingleasesannualrentalescalationpercentage" xlink:label="loc_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD" xlink:to="lab_glpi_Operatingleasesannualrentalescalationpercentage_113E00EAE90836F57DD8533AFAE172BD" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Frequency property performance-based rent structure is adjusted</link:label>
    <link:label id="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0_label_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating leases, frequency the property performance-based rent structure is adjusted</link:label>
    <link:label id="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0_documentation_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the frequency the property performance-based rent structure is adjusted under operating lease with tenant.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted" xlink:label="loc_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0" xlink:to="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_142693340CB1B3A0D531533AFAE1A1A0" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating leases, percent of the average net revenues of property(s) used to calculate rent increase</link:label>
    <link:label id="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F_label_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating leases, percent of the average net revenues of property(s) used to calculate rent increase</link:label>
    <link:label id="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F_documentation_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Operating leases, percent of the average net revenues of property(s) used to calculate rent increase</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease" xlink:label="loc_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F" xlink:to="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_82B9F55861AE7F1FD26A533AFAE13A3F" xlink:type="arc" />
    <link:label id="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415_terseLabel_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessor leasing arrangements period used in calculation of average net revenues</link:label>
    <link:label id="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415_label_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor Leasing Arrangements Period Used in Calculation of Average Net Revenues</link:label>
    <link:label id="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415_documentation_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lessor Leasing Arrangements Period Used in Calculation of Average Net Revenues</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues" xlink:label="loc_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415" xlink:to="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_4B4E9BD4CCAF70B92EC2533AFAE2D415" xlink:type="arc" />
    <link:label id="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_1A5FE2A60E9D491633F4533AFAE210CD_terseLabel_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_1A5FE2A60E9D491633F4533AFAE210CD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of the change in net revenues of Ohio facilities under the Master Lease during the preceding month used for adjustment in rent structure</link:label>
    <link:label id="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_1A5FE2A60E9D491633F4533AFAE210CD_label_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_1A5FE2A60E9D491633F4533AFAE210CD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Percentage of the Change in Net Revenues from the Preceding Month Used To Compute Monthly Rent Payments Under Penn Master Lease</link:label>
    <link:label id="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_1A5FE2A60E9D491633F4533AFAE210CD_documentation_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_1A5FE2A60E9D491633F4533AFAE210CD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the percentage of the change in net revenues of specified number of Hollywood Casinos in Columbus, Ohio and Toledo, Ohio during the preceding month used for adjustment in rent structure under the Penn Master Lease.</link:label>
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    <link:label id="lab_glpi_NumberOfMiles_AA82FEBC829949844904533AFAE22170_terseLabel_en-US" xlink:label="lab_glpi_NumberOfMiles_AA82FEBC829949844904533AFAE22170" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of miles</link:label>
    <link:label id="lab_glpi_NumberOfMiles_AA82FEBC829949844904533AFAE22170_label_en-US" xlink:label="lab_glpi_NumberOfMiles_AA82FEBC829949844904533AFAE22170" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Miles</link:label>
    <link:label id="lab_glpi_NumberOfMiles_AA82FEBC829949844904533AFAE22170_documentation_en-US" xlink:label="lab_glpi_NumberOfMiles_AA82FEBC829949844904533AFAE22170" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number Of Miles</link:label>
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    <link:label id="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_A599C3122273422772DD533AFAE2D575_verboseLabel_en-US" xlink:label="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_A599C3122273422772DD533AFAE2D575" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Term of contract including all reasonably assured renewal periods (in years)</link:label>
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    <link:label id="lab_glpi_GamingTaxes_2951797E4C0F9B51A951533AFAE38748_terseLabel_en-US" xlink:label="lab_glpi_GamingTaxes_2951797E4C0F9B51A951533AFAE38748" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gaming Taxes</link:label>
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    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTable_F23F169445E9E9FFD820533AFAFAFEA4_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTable_F23F169445E9E9FFD820533AFAFAFEA4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, by Balance Sheet Grouping [Table]</link:label>
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    <link:label id="lab_us-gaap_FairValueDisclosureItemAmountsDomain_623CEBAB0AC3CDC4A081533AFAFC3549_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueDisclosureItemAmountsDomain_623CEBAB0AC3CDC4A081533AFAFC3549" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value Measurement [Domain]</link:label>
    <link:label id="lab_us-gaap_FairValueDisclosureItemAmountsDomain_623CEBAB0AC3CDC4A081533AFAFC3549_label_en-US" xlink:label="lab_us-gaap_FairValueDisclosureItemAmountsDomain_623CEBAB0AC3CDC4A081533AFAFC3549" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Measurement [Domain]</link:label>
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    <link:label id="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_98BE14A726CCFBFFBEED533AFAFC4BA8_terseLabel_en-US" xlink:label="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_98BE14A726CCFBFFBEED533AFAFC4BA8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Portion at Fair Value Measurement</link:label>
    <link:label id="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_98BE14A726CCFBFFBEED533AFAFC4BA8_label_en-US" xlink:label="lab_us-gaap_PortionAtFairValueFairValueDisclosureMember_98BE14A726CCFBFFBEED533AFAFC4BA8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Portion at Fair Value Measurement [Member]</link:label>
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    <link:label id="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_54397352C6F09E710325533AFAFC429E_terseLabel_en-US" xlink:label="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_54397352C6F09E710325533AFAFC429E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Carrying Amount</link:label>
    <link:label id="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_54397352C6F09E710325533AFAFC429E_label_en-US" xlink:label="lab_us-gaap_CarryingReportedAmountFairValueDisclosureMember_54397352C6F09E710325533AFAFC429E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Reported Value Measurement [Member]</link:label>
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    <link:label id="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_327453F711786C79E380533AFAFC820A_terseLabel_en-US" xlink:label="lab_us-gaap_EstimateOfFairValueFairValueDisclosureMember_327453F711786C79E380533AFAFC820A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:label="loc_us-gaap_EstimateOfFairValueFairValueDisclosureMember_327453F711786C79E380533AFAFC820A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_A8D394F720792F0E93A5533AFAFD7F77_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueBalanceSheetGroupingFinancialStatementCaptionsLineItems_A8D394F720792F0E93A5533AFAFD7F77" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Estimated fair values</link:label>
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    <link:label id="lab_us-gaap_FinancialInstrumentsFinancialAssetsBalanceSheetGroupingsAbstract_16CC0E33A0B7F715BFD0533AFAFD4163_terseLabel_en-US" xlink:label="lab_us-gaap_FinancialInstrumentsFinancialAssetsBalanceSheetGroupingsAbstract_16CC0E33A0B7F715BFD0533AFAFD4163" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Financial assets:</link:label>
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_423D392ED6D6AF05F5BF533AFAFD862E_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsFairValueDisclosure_423D392ED6D6AF05F5BF533AFAFD862E" 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_glpi_FinancingReceivableFairValueDisclosure_9901FBE3FCF4378F5B46533AFAFDF2DA_terseLabel_en-US" xlink:label="lab_glpi_FinancingReceivableFairValueDisclosure_9901FBE3FCF4378F5B46533AFAFDF2DA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mortgage loans receivable</link:label>
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    <link:label id="lab_us-gaap_FinancialInstrumentsFinancialLiabilitiesBalanceSheetGroupingsAbstract_8438DEFB4795E5A9B8F0533AFAFE154B_terseLabel_en-US" xlink:label="lab_us-gaap_FinancialInstrumentsFinancialLiabilitiesBalanceSheetGroupingsAbstract_8438DEFB4795E5A9B8F0533AFAFE154B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Financial liabilities:</link:label>
    <link:label id="lab_us-gaap_FinancialInstrumentsFinancialLiabilitiesBalanceSheetGroupingsAbstract_8438DEFB4795E5A9B8F0533AFAFE154B_label_en-US" xlink:label="lab_us-gaap_FinancialInstrumentsFinancialLiabilitiesBalanceSheetGroupingsAbstract_8438DEFB4795E5A9B8F0533AFAFE154B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Financial Instruments, Financial Liabilities, Balance Sheet Groupings [Abstract]</link:label>
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    <link:label id="lab_us-gaap_LinesOfCreditFairValueDisclosure_5055D9628AAB6E180E36533AFAFE9D4A_terseLabel_en-US" xlink:label="lab_us-gaap_LinesOfCreditFairValueDisclosure_5055D9628AAB6E180E36533AFAFE9D4A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Senior unsecured credit facility</link:label>
    <link:label id="lab_us-gaap_LinesOfCreditFairValueDisclosure_5055D9628AAB6E180E36533AFAFE9D4A_label_en-US" xlink:label="lab_us-gaap_LinesOfCreditFairValueDisclosure_5055D9628AAB6E180E36533AFAFE9D4A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lines of Credit, Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LinesOfCreditFairValueDisclosure" xlink:label="loc_us-gaap_LinesOfCreditFairValueDisclosure_5055D9628AAB6E180E36533AFAFE9D4A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NotesPayableFairValueDisclosure_961D3938675279EFC38D533AFAFEF283_terseLabel_en-US" xlink:label="lab_us-gaap_NotesPayableFairValueDisclosure_961D3938675279EFC38D533AFAFEF283" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Senior unsecured notes</link:label>
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    <link:label id="lab_us-gaap_VestingAxis_20A5A4C09982D394790B533AFAAAB8C8_terseLabel_en-US" xlink:label="lab_us-gaap_VestingAxis_20A5A4C09982D394790B533AFAAAB8C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Vesting [Axis]</link:label>
    <link:label id="lab_us-gaap_VestingAxis_20A5A4C09982D394790B533AFAAAB8C8_label_en-US" xlink:label="lab_us-gaap_VestingAxis_20A5A4C09982D394790B533AFAAAB8C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vesting [Axis]</link:label>
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    <link:label id="lab_us-gaap_VestingDomain_2CAC3162A72B23F6C63C533AFAABD394_terseLabel_en-US" xlink:label="lab_us-gaap_VestingDomain_2CAC3162A72B23F6C63C533AFAABD394" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Vesting [Domain]</link:label>
    <link:label id="lab_us-gaap_VestingDomain_2CAC3162A72B23F6C63C533AFAABD394_label_en-US" xlink:label="lab_us-gaap_VestingDomain_2CAC3162A72B23F6C63C533AFAABD394" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Vesting [Domain]</link:label>
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    <link:label id="lab_glpi_EndOfMeasurementPeriodVestingMember_E74B85996F988231F054533AFAABE99D_terseLabel_en-US" xlink:label="lab_glpi_EndOfMeasurementPeriodVestingMember_E74B85996F988231F054533AFAABE99D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">End Of Measurement Period Vesting</link:label>
    <link:label id="lab_glpi_EndOfMeasurementPeriodVestingMember_E74B85996F988231F054533AFAABE99D_label_en-US" xlink:label="lab_glpi_EndOfMeasurementPeriodVestingMember_E74B85996F988231F054533AFAABE99D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">End Of Measurement Period Vesting [Member]</link:label>
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    <link:loc xlink:href="glpi-20190630.xsd#glpi_EndOfMeasurementPeriodVestingMember" xlink:label="loc_glpi_EndOfMeasurementPeriodVestingMember_E74B85996F988231F054533AFAABE99D" xlink:type="locator" />
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    <link:label id="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_11DA51F23FAFA9BEA5C9533AFAAC7DC5_verboseLabel_en-US" xlink:label="lab_us-gaap_EmployeeServiceShareBasedCompensationNonvestedAwardsTotalCompensationCostNotYetRecognized_11DA51F23FAFA9BEA5C9533AFAAC7DC5" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Total unrecognized compensation cost</link:label>
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    <link:label id="lab_us-gaap_AllocatedShareBasedCompensationExpense_E6E8374CB4C586CC954A533AFAADD5DA_verboseLabel_en-US" xlink:label="lab_us-gaap_AllocatedShareBasedCompensationExpense_E6E8374CB4C586CC954A533AFAADD5DA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Recognized compensation expense</link:label>
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    <link:label id="lab_glpi_RentalRevenuesAbstract_E00A141B3F7EF9D5B965533AFAD3CABA_documentation_en-US" xlink:label="lab_glpi_RentalRevenuesAbstract_E00A141B3F7EF9D5B965533AFAD3CABA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Rental Revenues [Abstract]</link:label>
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    <link:label id="lab_us-gaap_PropertySubjectToOrAvailableForOperatingLeaseByMajorPropertyClassTable_F1E2630B14DC3074ACDB533AFAD3DFEC_terseLabel_en-US" xlink:label="lab_us-gaap_PropertySubjectToOrAvailableForOperatingLeaseByMajorPropertyClassTable_F1E2630B14DC3074ACDB533AFAD3DFEC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property Subject to or Available for Operating Lease, by Major Property Class [Table]</link:label>
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    <link:label id="lab_glpi_BaseRentIncomeMember_F4644E55D650DC088871533AFAD41DA7_terseLabel_en-US" xlink:label="lab_glpi_BaseRentIncomeMember_F4644E55D650DC088871533AFAD41DA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Base rent income</link:label>
    <link:label id="lab_glpi_BaseRentIncomeMember_F4644E55D650DC088871533AFAD41DA7_label_en-US" xlink:label="lab_glpi_BaseRentIncomeMember_F4644E55D650DC088871533AFAD41DA7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Base Rent Income [Member]</link:label>
    <link:label id="lab_glpi_BaseRentIncomeMember_F4644E55D650DC088871533AFAD41DA7_documentation_en-US" xlink:label="lab_glpi_BaseRentIncomeMember_F4644E55D650DC088871533AFAD41DA7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Base Rent Income</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_BaseRentIncomeMember" xlink:label="loc_glpi_BaseRentIncomeMember_F4644E55D650DC088871533AFAD41DA7" xlink:type="locator" />
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    <link:label id="lab_glpi_VariableRentIncomeMember_C2D2ADBB681E50A1FE0B533AFAD59A42_terseLabel_en-US" xlink:label="lab_glpi_VariableRentIncomeMember_C2D2ADBB681E50A1FE0B533AFAD59A42" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Variable rent income</link:label>
    <link:label id="lab_glpi_VariableRentIncomeMember_C2D2ADBB681E50A1FE0B533AFAD59A42_label_en-US" xlink:label="lab_glpi_VariableRentIncomeMember_C2D2ADBB681E50A1FE0B533AFAD59A42" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Variable Rent Income [Member]</link:label>
    <link:label id="lab_glpi_VariableRentIncomeMember_C2D2ADBB681E50A1FE0B533AFAD59A42_documentation_en-US" xlink:label="lab_glpi_VariableRentIncomeMember_C2D2ADBB681E50A1FE0B533AFAD59A42" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Variable Rent Income</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_VariableRentIncomeMember" xlink:label="loc_glpi_VariableRentIncomeMember_C2D2ADBB681E50A1FE0B533AFAD59A42" xlink:type="locator" />
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    <link:label id="lab_us-gaap_BuildingMember_4AE04D051E4EC1456176533AFAD5C1F8_terseLabel_en-US" xlink:label="lab_us-gaap_BuildingMember_4AE04D051E4EC1456176533AFAD5C1F8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Building</link:label>
    <link:label id="lab_us-gaap_BuildingMember_4AE04D051E4EC1456176533AFAD5C1F8_label_en-US" xlink:label="lab_us-gaap_BuildingMember_4AE04D051E4EC1456176533AFAD5C1F8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Building [Member]</link:label>
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    <link:label id="lab_us-gaap_LandMember_A75BA40DADEC84ABB345533AFAD5C610_terseLabel_en-US" xlink:label="lab_us-gaap_LandMember_A75BA40DADEC84ABB345533AFAD5C610" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land</link:label>
    <link:label id="lab_us-gaap_LandMember_A75BA40DADEC84ABB345533AFAD5C610_label_en-US" xlink:label="lab_us-gaap_LandMember_A75BA40DADEC84ABB345533AFAD5C610" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Land [Member]</link:label>
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    <link:label id="lab_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total cash rental income</link:label>
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    <link:label id="lab_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC_documentation_en-US" xlink:label="lab_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of cash rent received from tenants, prior to adjustments for items such as but not limited to straight-line rent.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_OperatingLeaseCashRentReceived" xlink:label="loc_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC" xlink:type="locator" />
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    <link:label id="lab_us-gaap_StraightLineRentAdjustments_09A170014DC8762156E2533AFAD61163_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_StraightLineRentAdjustments_09A170014DC8762156E2533AFAD61163" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Straight-line rent adjustments</link:label>
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    <link:label id="lab_glpi_OperatingLeaseGroundLeaseIncome_6CCC646EED0B6997F0A8533AFAD693AA_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseGroundLeaseIncome_6CCC646EED0B6997F0A8533AFAD693AA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ground rent in revenue</link:label>
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    <link:label id="lab_glpi_OperatingLeaseGroundLeaseIncome_6CCC646EED0B6997F0A8533AFAD693AA_documentation_en-US" xlink:label="lab_glpi_OperatingLeaseGroundLeaseIncome_6CCC646EED0B6997F0A8533AFAD693AA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Non cash income recognized for ground lease rent paid directly by tenants, as required under ASC 842.</link:label>
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    <link:label id="lab_glpi_OperatingLeaseOtherRentalRevenue_6093E61EF16A40302C03533AFAD6C4FA_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseOtherRentalRevenue_6093E61EF16A40302C03533AFAD6C4FA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other rental revenue</link:label>
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    <link:label id="lab_srt_NameOfMajorCustomerDomain_FCEDB8EA0987C21F0C30533AFB992FC2_terseLabel_en-US" xlink:label="lab_srt_NameOfMajorCustomerDomain_FCEDB8EA0987C21F0C30533AFB992FC2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer [Domain]</link:label>
    <link:label id="lab_srt_NameOfMajorCustomerDomain_FCEDB8EA0987C21F0C30533AFB992FC2_label_en-US" xlink:label="lab_srt_NameOfMajorCustomerDomain_FCEDB8EA0987C21F0C30533AFB992FC2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Customer [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_NameOfMajorCustomerDomain" xlink:label="loc_srt_NameOfMajorCustomerDomain_FCEDB8EA0987C21F0C30533AFB992FC2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_NameOfMajorCustomerDomain_FCEDB8EA0987C21F0C30533AFB992FC2" xlink:to="lab_srt_NameOfMajorCustomerDomain_FCEDB8EA0987C21F0C30533AFB992FC2" xlink:type="arc" />
    <link:label id="lab_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067_terseLabel_en-US" xlink:label="lab_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Penn National Gaming Inc</link:label>
    <link:label id="lab_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067_label_en-US" xlink:label="lab_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Penn National Gaming Inc [Member]</link:label>
    <link:label id="lab_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067_documentation_en-US" xlink:label="lab_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to Penn National Gaming, Inc.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_PennNationalGamingIncMember" xlink:label="loc_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067" xlink:to="lab_glpi_PennNationalGamingIncMember_236AAA6EB60E330E00BA533AFB9A7067" xlink:type="arc" />
    <link:label id="lab_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A_terseLabel_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Business Acquisition [Axis]</link:label>
    <link:label id="lab_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A_label_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Business Acquisition [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_BusinessAcquisitionAxis" xlink:label="loc_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A" xlink:to="lab_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A" xlink:type="arc" />
    <link:label id="lab_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8_terseLabel_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Business Acquisition, Acquiree [Domain]</link:label>
    <link:label id="lab_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8_label_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Business Acquisition, Acquiree [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_BusinessAcquisitionAcquireeDomain" xlink:label="loc_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8" xlink:to="lab_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8" xlink:type="arc" />
    <link:label id="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB_terseLabel_en-US" xlink:label="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pinnacle Entertainment, Inc.</link:label>
    <link:label id="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB_label_en-US" xlink:label="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pinnacle Entertainment, Inc. [Member]</link:label>
    <link:label id="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB_documentation_en-US" xlink:label="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Pinnacle Entertainment, Inc. [Member]</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_PinnacleEntertainmentInc.Member" xlink:label="loc_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB" xlink:to="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB" xlink:type="arc" />
    <link:label id="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E_terseLabel_en-US" xlink:label="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plainridge Park Casino</link:label>
    <link:label id="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E_label_en-US" xlink:label="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Plainridge Park Casino [Member]</link:label>
    <link:label id="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E_documentation_en-US" xlink:label="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Plainridge Park Casino</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_PlainridgeParkCasinoMember" xlink:label="loc_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E" xlink:to="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E" xlink:type="arc" />
    <link:label id="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220_terseLabel_en-US" xlink:label="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tropicana Entertainment Inc.</link:label>
    <link:label id="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220_label_en-US" xlink:label="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tropicana Entertainment [Member]</link:label>
    <link:label id="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220_documentation_en-US" xlink:label="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tropicana Entertainment [Member]</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_TropicanaEntertainmentMember" xlink:label="loc_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220" xlink:to="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220" xlink:type="arc" />
    <link:label id="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1_terseLabel_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Business and Operations</link:label>
    <link:label id="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1_label_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Organization Consolidation and Presentation of Financial Statements [Line Items]</link:label>
    <link:label id="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1_documentation_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="glpi-20190630.xsd#glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems" xlink:label="loc_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1" xlink:to="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1" xlink:type="arc" />
    <link:label id="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058_terseLabel_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consideration paid for acquisition of real estate assets</link:label>
    <link:label id="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058_label_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset acquisition, consideration transferred</link:label>
    <link:label id="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058_documentation_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of consideration transferred, consisting of acquisition-date fair value of assets transferred by the acquirer, liabilities incurred by the acquirer, and equity interest issued by the acquirer.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_Assetacquisitionconsiderationtransferred" xlink:label="loc_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058" xlink:to="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058" xlink:type="arc" />
    <link:label id="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F_terseLabel_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of facilities whose real estate property is Included in entity portfolio</link:label>
    <link:label id="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F_label_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Facilities whose Real Estate Property is Included in Entity Portfolio</link:label>
    <link:label id="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F_documentation_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of facilities whose real property is included in the entity's portfolio as of the balance sheet date.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio" xlink:label="loc_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F" xlink:to="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2_terseLabel_en-US" xlink:label="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of states across which the portfolio of properties is diversified</link:label>
    <link:label id="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2_label_en-US" xlink:label="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of States in which Entity Operates</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NumberOfStatesInWhichEntityOperates" xlink:label="loc_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2" xlink:to="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2" xlink:type="arc" />
    <link:label id="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38_terseLabel_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real estate, occupancy percentage</link:label>
    <link:label id="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38_label_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Real estate, occupancy percentage</link:label>
    <link:label id="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38_documentation_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the occupancy percentage of the real estate properties owned by the entity.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_Realestateoccupancypercentage" xlink:label="loc_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38" xlink:to="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38" xlink:type="arc" />
    <link:label id="lab_us-gaap_LesseeLeasesPolicyTextBlock_4C1182FBBA37B176B119533AFB58CCF7_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeLeasesPolicyTextBlock_4C1182FBBA37B176B119533AFB58CCF7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, Leases, Policy</link:label>
    <link:label id="lab_us-gaap_LesseeLeasesPolicyTextBlock_4C1182FBBA37B176B119533AFB58CCF7_label_en-US" xlink:label="lab_us-gaap_LesseeLeasesPolicyTextBlock_4C1182FBBA37B176B119533AFB58CCF7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Leases [Policy Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeLeasesPolicyTextBlock" xlink:label="loc_us-gaap_LesseeLeasesPolicyTextBlock_4C1182FBBA37B176B119533AFB58CCF7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LesseeLeasesPolicyTextBlock_4C1182FBBA37B176B119533AFB58CCF7" xlink:to="lab_us-gaap_LesseeLeasesPolicyTextBlock_4C1182FBBA37B176B119533AFB58CCF7" xlink:type="arc" />
    <link:label id="lab_dei_CoverAbstract_8CF41F40C9AC5AA9A9A1533AFBDBE089_label_en-US" xlink:label="lab_dei_CoverAbstract_8CF41F40C9AC5AA9A9A1533AFBDBE089" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cover page.</link:label>
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    <link:label id="lab_us-gaap_SegmentDomain_4F0615C22D6DC23BDAAA533AFA91A8FE_label_en-US" xlink:label="lab_us-gaap_SegmentDomain_4F0615C22D6DC23BDAAA533AFA91A8FE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segments [Domain]</link:label>
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    <link:label id="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A_terseLabel_en-US" xlink:label="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">GLP Capital (1)</link:label>
    <link:label id="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A_label_en-US" xlink:label="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">GLP Capital L P [Member]</link:label>
    <link:label id="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A_documentation_en-US" xlink:label="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to GLP Capital, L.P.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_GLPCapitalLPMember" xlink:label="loc_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A" xlink:to="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A" xlink:type="arc" />
    <link:label id="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B_terseLabel_en-US" xlink:label="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TRS Properties</link:label>
    <link:label id="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B_label_en-US" xlink:label="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">TRS Properties [Member]</link:label>
    <link:label id="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B_documentation_en-US" xlink:label="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to the Company's taxable REIT subsidiary operations, which are also referred as the TRS Properties.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_TRSPropertiesMember" xlink:label="loc_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_34CCF38FC56ABAECF614533AFA92A196_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_34CCF38FC56ABAECF614533AFA92A196" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment information</link:label>
    <link:label id="lab_us-gaap_SegmentReportingInformationLineItems_34CCF38FC56ABAECF614533AFA92A196_label_en-US" xlink:label="lab_us-gaap_SegmentReportingInformationLineItems_34CCF38FC56ABAECF614533AFA92A196" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Information [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_SegmentReportingInformationLineItems" xlink:label="loc_us-gaap_SegmentReportingInformationLineItems_34CCF38FC56ABAECF614533AFA92A196" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NumberOfReportableSegments_9BE4818377181234CF6C533AFA92E66E_terseLabel_en-US" xlink:label="lab_us-gaap_NumberOfReportableSegments_9BE4818377181234CF6C533AFA92E66E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of reportable segments</link:label>
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    <link:label id="lab_us-gaap_OperatingIncomeLoss_E899773127857408C147533AFA93682A_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingIncomeLoss_E899773127857408C147533AFA93682A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income from operations</link:label>
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    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5AEDD0F89F1B146C555E533AFA9442C4_terseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5AEDD0F89F1B146C555E533AFA9442C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital project expenditures</link:label>
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    <link:label id="lab_us-gaap_PaymentsForCapitalImprovements_0F24A720A1A264BB22F0533AFA94C450_terseLabel_en-US" xlink:label="lab_us-gaap_PaymentsForCapitalImprovements_0F24A720A1A264BB22F0533AFA94C450" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital maintenance expenditures</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsForCapitalImprovements" xlink:label="loc_us-gaap_PaymentsForCapitalImprovements_0F24A720A1A264BB22F0533AFA94C450" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_B6544B1BC7E5760B0D0E533AFB1FFB3A_terseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_B6544B1BC7E5760B0D0E533AFB1FFB3A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured $1,175 million revolver</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentAxis_50E980416A91F119072E533AFB1F96B4_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentAxis_50E980416A91F119072E533AFB1F96B4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentAxis" xlink:label="loc_us-gaap_DebtInstrumentAxis_50E980416A91F119072E533AFB1F96B4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_0DFA464A68BE1DD6B3A8533AFB1F9947_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_0DFA464A68BE1DD6B3A8533AFB1F9947" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_0DFA464A68BE1DD6B3A8533AFB1F9947_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_0DFA464A68BE1DD6B3A8533AFB1F9947" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentNameDomain" xlink:label="loc_us-gaap_DebtInstrumentNameDomain_0DFA464A68BE1DD6B3A8533AFB1F9947" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentNameDomain_0DFA464A68BE1DD6B3A8533AFB1F9947" xlink:to="lab_us-gaap_DebtInstrumentNameDomain_0DFA464A68BE1DD6B3A8533AFB1F9947" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">$1,000 million 4.875% senior unsecured notes due November 2020</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 4.875 Percent Due 2020 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A contractual arrangement to borrow and repay an amount under the senior unsecured notes at an interest rate of 4.875 percent, maturing in 2020.</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2" xlink:to="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_D0E43702336A68935042533AFB2027A2" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">$400 million 4.375% senior unsecured notes due April 2021</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 4.375 Percent Due 2021 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A contractual arrangement to borrow and repay an amount under the senior unsecured notes at an interest rate of 4.375 percent, maturing in 2021.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_SeniorUnsecuredNotes4.375PercentDue2021Member" xlink:label="loc_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B" xlink:to="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1CD3926CB95ABE698001533AFB20415B" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">$500 million 5.375% senior unsecured notes due November 2023</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.375 Percent Due 2023 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A contractual arrangement to borrow and repay an amount under the senior unsecured notes at an interest rate of 5.375 percent, maturing in 2023.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_SeniorUnsecuredNotes5.375PercentDue2023Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158" xlink:to="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_712F214D938B92E823E6533AFB21D158" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$850 million 5.25% senior unsecured notes due June 2025</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.250 Percent Due 2025 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.250 Percent Due 2025 [Member]</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_SeniorUnsecuredNotes5.250PercentDue2025Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2" xlink:to="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_8C12CD2261ABCAF87DCF533AFB21E3D2" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$975 million 5.375% senior unsecured notes due April 2026</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.375 Percent Due 2026 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A contractual arrangement to borrow and repay an amount under the senior unsecured notes at an interest rate of 5.375 percent, maturing in 2026.</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_SeniorUnsecuredNotes5.375PercentDue2026Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE" xlink:to="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_F7F2A164CB7898E2552E533AFB216CCE" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$500 million 5.75% senior unsecured notes due June 2028</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.750 Percent Due 2028 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.750 Percent Due 2028</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_SeniorUnsecuredNotes5.750PercentDue2028Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0" xlink:to="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_929DE6DED32C86BE3805533AFB21AEB0" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$750 million 5.30% senior unsecured notes due January 2029</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.300 Percent Due 2029 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.300 Percent Due 2029</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_SeniorUnsecuredNotes5.300PercentDue2029Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA" xlink:to="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_D688EF33DF09FE430E56533AFB216CDA" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinanceLeaseLiability_FF2E44DA1F94ED4FCABF533AFB22D713_terseLabel_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_FF2E44DA1F94ED4FCABF533AFB22D713" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Finance lease liability</link:label>
    <link:label id="lab_us-gaap_FinanceLeaseLiability_FF2E44DA1F94ED4FCABF533AFB22D713_label_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_FF2E44DA1F94ED4FCABF533AFB22D713" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finance Lease, Liability</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FinanceLeaseLiability" xlink:label="loc_us-gaap_FinanceLeaseLiability_FF2E44DA1F94ED4FCABF533AFB22D713" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FinanceLeaseLiability_FF2E44DA1F94ED4FCABF533AFB22D713" xlink:to="lab_us-gaap_FinanceLeaseLiability_FF2E44DA1F94ED4FCABF533AFB22D713" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalLeaseObligations_D5F4929921DA209CD4B6533AFB22EA9F_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_D5F4929921DA209CD4B6533AFB22EA9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital lease obligations</link:label>
    <link:label id="lab_us-gaap_CapitalLeaseObligations_D5F4929921DA209CD4B6533AFB22EA9F_label_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_D5F4929921DA209CD4B6533AFB22EA9F" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CapitalLeaseObligations" xlink:label="loc_us-gaap_CapitalLeaseObligations_D5F4929921DA209CD4B6533AFB22EA9F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalLeaseObligations_D5F4929921DA209CD4B6533AFB22EA9F" xlink:to="lab_us-gaap_CapitalLeaseObligations_D5F4929921DA209CD4B6533AFB22EA9F" xlink:type="arc" />
    <link:label id="lab_glpi_LongTermDebtGrossandLeaseObligations_AED9018FAE4811DFC46E533AFB22DA25_terseLabel_en-US" xlink:label="lab_glpi_LongTermDebtGrossandLeaseObligations_AED9018FAE4811DFC46E533AFB22DA25" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total long-term debt</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_LongTermDebtGrossandLeaseObligations" xlink:label="loc_glpi_LongTermDebtGrossandLeaseObligations_AED9018FAE4811DFC46E533AFB22DA25" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LongTermDebtGrossandLeaseObligations_AED9018FAE4811DFC46E533AFB22DA25" xlink:to="lab_glpi_LongTermDebtGrossandLeaseObligations_AED9018FAE4811DFC46E533AFB22DA25" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_4529F6557CDE2A005A08533AFB23CACA_negatedLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_4529F6557CDE2A005A08533AFB23CACA" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Less: unamortized debt issuance costs, bond premiums and original issuance discounts</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_4529F6557CDE2A005A08533AFB23CACA_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_4529F6557CDE2A005A08533AFB23CACA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Unamortized Discount (Premium) and Debt Issuance Costs, Net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_4529F6557CDE2A005A08533AFB23CACA" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_4529F6557CDE2A005A08533AFB23CACA" xlink:to="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_4529F6557CDE2A005A08533AFB23CACA" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0D302328278C11FD9C6F533AFB2350BB_totalLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0D302328278C11FD9C6F533AFB2350BB" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total long-term debt, net of unamortized debt issuance costs, bond premiums and original issuance discounts</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0D302328278C11FD9C6F533AFB2350BB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0D302328278C11FD9C6F533AFB2350BB" xlink:to="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0D302328278C11FD9C6F533AFB2350BB" xlink:type="arc" />
    <link:label id="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_99EBC63CA9A011BFBE5E533AFB921607_terseLabel_en-US" xlink:label="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_99EBC63CA9A011BFBE5E533AFB921607" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Basis of Presentation</link:label>
    <link:label id="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_99EBC63CA9A011BFBE5E533AFB921607_label_en-US" xlink:label="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_99EBC63CA9A011BFBE5E533AFB921607" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Organization, Consolidation and Presentation of Financial Statements Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock" xlink:label="loc_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_99EBC63CA9A011BFBE5E533AFB921607" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_99EBC63CA9A011BFBE5E533AFB921607" xlink:to="lab_us-gaap_OrganizationConsolidationAndPresentationOfFinancialStatementsDisclosureTextBlock_99EBC63CA9A011BFBE5E533AFB921607" xlink:type="arc" />
    <link:label id="lab_us-gaap_LesseeLeaseDescriptionTable_4A3EF2C72E2142A7BEA1533AFB516FE8_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionTable_4A3EF2C72E2142A7BEA1533AFB516FE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Table]</link:label>
    <link:label id="lab_us-gaap_LesseeLeaseDescriptionTable_4A3EF2C72E2142A7BEA1533AFB516FE8_label_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionTable_4A3EF2C72E2142A7BEA1533AFB516FE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeLeaseDescriptionTable" xlink:label="loc_us-gaap_LesseeLeaseDescriptionTable_4A3EF2C72E2142A7BEA1533AFB516FE8" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LesseeLeaseDescriptionTable_4A3EF2C72E2142A7BEA1533AFB516FE8" xlink:to="lab_us-gaap_LesseeLeaseDescriptionTable_4A3EF2C72E2142A7BEA1533AFB516FE8" xlink:type="arc" />
    <link:label id="lab_glpi_OperatingLeaseRightofUseAssetsExcludingLandRightsMember_76471B808FC6E38EE82F533AFB51DC04_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseRightofUseAssetsExcludingLandRightsMember_76471B808FC6E38EE82F533AFB51DC04" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Right-of use assets - operating leases</link:label>
    <link:label id="lab_glpi_OperatingLeaseRightofUseAssetsExcludingLandRightsMember_76471B808FC6E38EE82F533AFB51DC04_label_en-US" xlink:label="lab_glpi_OperatingLeaseRightofUseAssetsExcludingLandRightsMember_76471B808FC6E38EE82F533AFB51DC04" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease Right-of-Use Assets Excluding Land Rights [Member]</link:label>
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    <link:label id="lab_us-gaap_SegmentReportingDisclosureTextBlock_5FD682D5FE85FCFCEF94533AFA9A04F1_terseLabel_en-US" xlink:label="lab_us-gaap_SegmentReportingDisclosureTextBlock_5FD682D5FE85FCFCEF94533AFA9A04F1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Segment Information</link:label>
    <link:label id="lab_us-gaap_SegmentReportingDisclosureTextBlock_5FD682D5FE85FCFCEF94533AFA9A04F1_label_en-US" xlink:label="lab_us-gaap_SegmentReportingDisclosureTextBlock_5FD682D5FE85FCFCEF94533AFA9A04F1" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Disclosure [Text Block]</link:label>
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    <link:label id="lab_glpi_GLPCapitalL.P.Member_D9B70D1EBC8BFD264E5F533AFA6FC484_terseLabel_en-US" xlink:label="lab_glpi_GLPCapitalL.P.Member_D9B70D1EBC8BFD264E5F533AFA6FC484" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">GLP Capital, L.P.</link:label>
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    <link:label id="lab_glpi_GLPFinancingIIInc.Member_C2DE754A85193D97341C533AFA6F16AD_terseLabel_en-US" xlink:label="lab_glpi_GLPFinancingIIInc.Member_C2DE754A85193D97341C533AFA6F16AD" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">GLP Financing II, Inc.</link:label>
    <link:label id="lab_glpi_GLPFinancingIIInc.Member_C2DE754A85193D97341C533AFA6F16AD_label_en-US" xlink:label="lab_glpi_GLPFinancingIIInc.Member_C2DE754A85193D97341C533AFA6F16AD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">GLP Financing II, Inc. [Member]</link:label>
    <link:label id="lab_glpi_GLPFinancingIIInc.Member_C2DE754A85193D97341C533AFA6F16AD_documentation_en-US" xlink:label="lab_glpi_GLPFinancingIIInc.Member_C2DE754A85193D97341C533AFA6F16AD" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">GLP Financing II, Inc. [Member]</link:label>
    <link:loc xlink:href="glpi-20190630.xsd#glpi_GLPFinancingIIInc.Member" xlink:label="loc_glpi_GLPFinancingIIInc.Member_C2DE754A85193D97341C533AFA6F16AD" xlink:type="locator" />
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    <link:label id="lab_us-gaap_StatementOfFinancialPositionAbstract_D032D94C7CB88E860449533AFA71E013_verboseLabel_en-US" xlink:label="lab_us-gaap_StatementOfFinancialPositionAbstract_D032D94C7CB88E860449533AFA71E013" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Assets</link:label>
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    <link:label id="lab_glpi_IntercompanyLoanReceivable_9791E0374AFDE5B9EF81533AFA73D607_terseLabel_en-US" xlink:label="lab_glpi_IntercompanyLoanReceivable_9791E0374AFDE5B9EF81533AFA73D607" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany loan receivable</link:label>
    <link:label id="lab_glpi_IntercompanyLoanReceivable_9791E0374AFDE5B9EF81533AFA73D607_label_en-US" xlink:label="lab_glpi_IntercompanyLoanReceivable_9791E0374AFDE5B9EF81533AFA73D607" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Intercompany Loan Receivable</link:label>
    <link:label id="lab_glpi_IntercompanyLoanReceivable_9791E0374AFDE5B9EF81533AFA73D607_documentation_en-US" xlink:label="lab_glpi_IntercompanyLoanReceivable_9791E0374AFDE5B9EF81533AFA73D607" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount of intercompany loan receivable during the reporting period.</link:label>
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    <link:label id="lab_glpi_IntercompanyLoanPayable_A38582B37D9CD1856FF3533AFA76288C_terseLabel_en-US" xlink:label="lab_glpi_IntercompanyLoanPayable_A38582B37D9CD1856FF3533AFA76288C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany loan payable</link:label>
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    <link:label id="lab_glpi_IntercompanyLoanPayable_A38582B37D9CD1856FF3533AFA76288C_documentation_en-US" xlink:label="lab_glpi_IntercompanyLoanPayable_A38582B37D9CD1856FF3533AFA76288C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the amount of intercompany loan payable during the reporting period.</link:label>
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    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_8EADF907F0A681695C3A533AFB017204_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_8EADF907F0A681695C3A533AFB017204" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of estimated fair values of financial instruments</link:label>
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