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    <link:label id="lab_glpi_GamingfoodbeverageandotherMember_3408784A3D64E94580AE79BE592E3322_label_en-US" xlink:label="lab_glpi_GamingfoodbeverageandotherMember_3408784A3D64E94580AE79BE592E3322" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gaming, food, beverage and other [Member]</link:label>
    <link:label id="lab_glpi_GamingfoodbeverageandotherMember_3408784A3D64E94580AE79BE592E3322_documentation_en-US" xlink:label="lab_glpi_GamingfoodbeverageandotherMember_3408784A3D64E94580AE79BE592E3322" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Gaming, food, beverage and other</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_GamingfoodbeverageandotherMember" xlink:label="loc_glpi_GamingfoodbeverageandotherMember_3408784A3D64E94580AE79BE592E3322" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_GamingfoodbeverageandotherMember_3408784A3D64E94580AE79BE592E3322" xlink:to="lab_glpi_GamingfoodbeverageandotherMember_3408784A3D64E94580AE79BE592E3322" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementLineItems_40E62A10BD1E4277C31E79BE592E4CC3_terseLabel_en-US" xlink:label="lab_us-gaap_StatementLineItems_40E62A10BD1E4277C31E79BE592E4CC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Statement</link:label>
    <link:label id="lab_us-gaap_StatementLineItems_40E62A10BD1E4277C31E79BE592E4CC3_label_en-US" xlink:label="lab_us-gaap_StatementLineItems_40E62A10BD1E4277C31E79BE592E4CC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementLineItems" xlink:label="loc_us-gaap_StatementLineItems_40E62A10BD1E4277C31E79BE592E4CC3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementLineItems_40E62A10BD1E4277C31E79BE592E4CC3" xlink:to="lab_us-gaap_StatementLineItems_40E62A10BD1E4277C31E79BE592E4CC3" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevenuesAbstract_3D958D289FEB7C31C05079BE592F37CE_terseLabel_en-US" xlink:label="lab_us-gaap_RevenuesAbstract_3D958D289FEB7C31C05079BE592F37CE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Revenues</link:label>
    <link:label id="lab_us-gaap_RevenuesAbstract_3D958D289FEB7C31C05079BE592F37CE_label_en-US" xlink:label="lab_us-gaap_RevenuesAbstract_3D958D289FEB7C31C05079BE592F37CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenues [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevenuesAbstract" xlink:label="loc_us-gaap_RevenuesAbstract_3D958D289FEB7C31C05079BE592F37CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevenuesAbstract_3D958D289FEB7C31C05079BE592F37CE" xlink:to="lab_us-gaap_RevenuesAbstract_3D958D289FEB7C31C05079BE592F37CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingLeaseLeaseIncome_4529404E9F2A31C0A34979BE5D1988CE_verboseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeaseLeaseIncome_4529404E9F2A31C0A34979BE5D1988CE" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Rental income</link:label>
    <link:label id="lab_us-gaap_OperatingLeaseLeaseIncome_4529404E9F2A31C0A34979BE5D1988CE_label_en-US" xlink:label="lab_us-gaap_OperatingLeaseLeaseIncome_4529404E9F2A31C0A34979BE5D1988CE" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Lease Income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseLeaseIncome" xlink:label="loc_us-gaap_OperatingLeaseLeaseIncome_4529404E9F2A31C0A34979BE5D1988CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingLeaseLeaseIncome_4529404E9F2A31C0A34979BE5D1988CE" xlink:to="lab_us-gaap_OperatingLeaseLeaseIncome_4529404E9F2A31C0A34979BE5D1988CE" xlink:type="arc" />
    <link:label id="lab_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Rental income</link:label>
    <link:label id="lab_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB_label_en-US" xlink:label="lab_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leases Income Statement Lease Revenue Prior to Taxes Paid by Tenant</link:label>
    <link:label id="lab_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB_documentation_en-US" xlink:label="lab_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the total amount of revenue recognized for the period from operating leases, including minimum lease revenue, contingent revenue, percentage revenue and sublease revenue prior to the real estate taxes paid by the tenant.</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant" xlink:label="loc_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB" xlink:to="lab_glpi_OperatingLeasesIncomeStatementLeaseRevenuePriortoTaxesPaidbyTenant_EA607C93CBEB2CFA5D2E79BE592F3BBB" xlink:type="arc" />
    <link:label id="lab_us-gaap_SalesTypeLeaseRevenue_AC63E985B3F9414CA15579BE59305CC7_terseLabel_en-US" xlink:label="lab_us-gaap_SalesTypeLeaseRevenue_AC63E985B3F9414CA15579BE59305CC7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income from direct financing lease</link:label>
    <link:label id="lab_us-gaap_SalesTypeLeaseRevenue_AC63E985B3F9414CA15579BE59305CC7_label_en-US" xlink:label="lab_us-gaap_SalesTypeLeaseRevenue_AC63E985B3F9414CA15579BE59305CC7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Sales-type Lease, Revenue</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesTypeLeaseRevenue" xlink:label="loc_us-gaap_SalesTypeLeaseRevenue_AC63E985B3F9414CA15579BE59305CC7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_SalesTypeLeaseRevenue_AC63E985B3F9414CA15579BE59305CC7" xlink:to="lab_us-gaap_SalesTypeLeaseRevenue_AC63E985B3F9414CA15579BE59305CC7" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue_96D7706245623236DDFD79BE5930301C_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue_96D7706245623236DDFD79BE5930301C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Income from direct financing lease</link:label>
    <link:label id="lab_us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue_96D7706245623236DDFD79BE5930301C_label_en-US" xlink:label="lab_us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue_96D7706245623236DDFD79BE5930301C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Leases, Income Statement, Direct Financing Lease Revenue</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue" xlink:label="loc_us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue_96D7706245623236DDFD79BE5930301C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue_96D7706245623236DDFD79BE5930301C" xlink:to="lab_us-gaap_CapitalLeasesIncomeStatementDirectFinancingLeaseRevenue_96D7706245623236DDFD79BE5930301C" xlink:type="arc" />
    <link:label id="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D3557116F85EB143234B79BE5930C9BD_terseLabel_en-US" xlink:label="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D3557116F85EB143234B79BE5930C9BD" 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_D3557116F85EB143234B79BE5930C9BD_label_en-US" xlink:label="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D3557116F85EB143234B79BE5930C9BD" 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>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate" xlink:label="loc_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D3557116F85EB143234B79BE5930C9BD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D3557116F85EB143234B79BE5930C9BD" xlink:to="lab_us-gaap_InterestAndFeeIncomeLoansCommercialRealEstate_D3557116F85EB143234B79BE5930C9BD" xlink:type="arc" />
    <link:label id="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_CEEF01D4679992F46D4379BE59304A53_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_CEEF01D4679992F46D4379BE59304A53" 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_CEEF01D4679992F46D4379BE59304A53_label_en-US" xlink:label="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_CEEF01D4679992F46D4379BE59304A53" 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_CEEF01D4679992F46D4379BE59304A53_documentation_en-US" xlink:label="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_CEEF01D4679992F46D4379BE59304A53" 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>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_OperatingLeasesRealEstateTaxesPaidByTenants" xlink:label="loc_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_CEEF01D4679992F46D4379BE59304A53" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_CEEF01D4679992F46D4379BE59304A53" xlink:to="lab_glpi_OperatingLeasesRealEstateTaxesPaidByTenants_CEEF01D4679992F46D4379BE59304A53" xlink:type="arc" />
    <link:label id="lab_us-gaap_Revenues_D334531110FC7438670379BE59317E69_verboseLabel_en-US" xlink:label="lab_us-gaap_Revenues_D334531110FC7438670379BE59317E69" 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_D334531110FC7438670379BE59317E69_label_en-US" xlink:label="lab_us-gaap_Revenues_D334531110FC7438670379BE59317E69" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revenues</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Revenues" xlink:label="loc_us-gaap_Revenues_D334531110FC7438670379BE59317E69" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_Revenues_D334531110FC7438670379BE59317E69" xlink:to="lab_us-gaap_Revenues_D334531110FC7438670379BE59317E69" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingExpensesAbstract_9EC14E1528312BF668CC79BE593174D3_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingExpensesAbstract_9EC14E1528312BF668CC79BE593174D3" 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_9EC14E1528312BF668CC79BE593174D3_label_en-US" xlink:label="lab_us-gaap_OperatingExpensesAbstract_9EC14E1528312BF668CC79BE593174D3" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingExpensesAbstract" xlink:label="loc_us-gaap_OperatingExpensesAbstract_9EC14E1528312BF668CC79BE593174D3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingExpensesAbstract_9EC14E1528312BF668CC79BE593174D3" xlink:to="lab_us-gaap_OperatingExpensesAbstract_9EC14E1528312BF668CC79BE593174D3" xlink:type="arc" />
    <link:label id="lab_glpi_Gamingfoodbeverageandotherexpense_2E9157C0205B8E80B77B79BE5931307E_terseLabel_en-US" xlink:label="lab_glpi_Gamingfoodbeverageandotherexpense_2E9157C0205B8E80B77B79BE5931307E" 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_2E9157C0205B8E80B77B79BE5931307E_label_en-US" xlink:label="lab_glpi_Gamingfoodbeverageandotherexpense_2E9157C0205B8E80B77B79BE5931307E" 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_2E9157C0205B8E80B77B79BE5931307E_documentation_en-US" xlink:label="lab_glpi_Gamingfoodbeverageandotherexpense_2E9157C0205B8E80B77B79BE5931307E" 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-20190331.xsd#glpi_Gamingfoodbeverageandotherexpense" xlink:label="loc_glpi_Gamingfoodbeverageandotherexpense_2E9157C0205B8E80B77B79BE5931307E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Gamingfoodbeverageandotherexpense_2E9157C0205B8E80B77B79BE5931307E" xlink:to="lab_glpi_Gamingfoodbeverageandotherexpense_2E9157C0205B8E80B77B79BE5931307E" xlink:type="arc" />
    <link:label id="lab_us-gaap_RealEstateTaxExpense_C8615CC66A6806FB8FCE79BE593189E3_terseLabel_en-US" xlink:label="lab_us-gaap_RealEstateTaxExpense_C8615CC66A6806FB8FCE79BE593189E3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real estate taxes</link:label>
    <link:label id="lab_us-gaap_RealEstateTaxExpense_C8615CC66A6806FB8FCE79BE593189E3_label_en-US" xlink:label="lab_us-gaap_RealEstateTaxExpense_C8615CC66A6806FB8FCE79BE593189E3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Real Estate Tax Expense</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateTaxExpense" xlink:label="loc_us-gaap_RealEstateTaxExpense_C8615CC66A6806FB8FCE79BE593189E3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RealEstateTaxExpense_C8615CC66A6806FB8FCE79BE593189E3" xlink:to="lab_us-gaap_RealEstateTaxExpense_C8615CC66A6806FB8FCE79BE593189E3" xlink:type="arc" />
    <link:label id="lab_glpi_LandRightsandGroundLeaseExpense_451A500F5F668251B4C879BE5931B217_terseLabel_en-US" xlink:label="lab_glpi_LandRightsandGroundLeaseExpense_451A500F5F668251B4C879BE5931B217" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land rights and ground lease expense</link:label>
    <link:label id="lab_glpi_LandRightsandGroundLeaseExpense_451A500F5F668251B4C879BE5931B217_label_en-US" xlink:label="lab_glpi_LandRightsandGroundLeaseExpense_451A500F5F668251B4C879BE5931B217" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Land Rights and Ground Lease Expense</link:label>
    <link:label id="lab_glpi_LandRightsandGroundLeaseExpense_451A500F5F668251B4C879BE5931B217_documentation_en-US" xlink:label="lab_glpi_LandRightsandGroundLeaseExpense_451A500F5F668251B4C879BE5931B217" 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>
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    <link:label id="lab_us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_8FC3922BA87B7C4125894655D1677B46_label_en-US" xlink:label="lab_us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_8FC3922BA87B7C4125894655D1677B46" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Weighted Average Remaining Lease Term</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1" xlink:label="loc_us-gaap_OperatingLeaseWeightedAverageRemainingLeaseTerm1_8FC3922BA87B7C4125894655D1677B46" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent_4BF5754050AD304D10014655D167035F_label_en-US" xlink:label="lab_us-gaap_OperatingLeaseWeightedAverageDiscountRatePercent_4BF5754050AD304D10014655D167035F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Weighted Average Discount Rate, Percent</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtByMaturityAbstract_7AD54241F5397563BD9F8E8C7FC3E661_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtByMaturityAbstract_7AD54241F5397563BD9F8E8C7FC3E661" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Future minimum repayments of long-term debt</link:label>
    <link:label id="lab_us-gaap_LongTermDebtByMaturityAbstract_7AD54241F5397563BD9F8E8C7FC3E661_label_en-US" xlink:label="lab_us-gaap_LongTermDebtByMaturityAbstract_7AD54241F5397563BD9F8E8C7FC3E661" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Fiscal Year Maturity [Abstract]</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_0641AD7598F896E20CFA8E8C7FC45F76_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_0641AD7598F896E20CFA8E8C7FC45F76" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Within one year</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_4DF1440AAD7BF7F042168E8C7FC4AC34_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_4DF1440AAD7BF7F042168E8C7FC4AC34" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2-3 years</link:label>
    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_4DF1440AAD7BF7F042168E8C7FC4AC34_label_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_4DF1440AAD7BF7F042168E8C7FC4AC34" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt and Capital Lease Obligations, Maturities, Repayments of Principal in Years Two and Three</link:label>
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    <link:label id="lab_us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive_1B681023190B914BF6298E8C7FC47755_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive_1B681023190B914BF6298E8C7FC47755" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">4-5 years</link:label>
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    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalAfterYearFive_290AD5C28A940A1F11598E8C7FC425EE_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalAfterYearFive_290AD5C28A940A1F11598E8C7FC425EE" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Over 5 years</link:label>
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    <link:label id="lab_us-gaap_AllocatedShareBasedCompensationExpense_87D4FCCE6320E1AA89FD8D51D201518D_verboseLabel_en-US" xlink:label="lab_us-gaap_AllocatedShareBasedCompensationExpense_87D4FCCE6320E1AA89FD8D51D201518D" 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_PeriodOfAggregateShareholderReturnUponWhichPercentageOfSharesVestingAtEndOfMeasurementPeriodWillBeBased_BB731EEA16FC37C8B69F8D51D201BE81_documentation_en-US" xlink:label="lab_glpi_PeriodOfAggregateShareholderReturnUponWhichPercentageOfSharesVestingAtEndOfMeasurementPeriodWillBeBased_BB731EEA16FC37C8B69F8D51D201BE81" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the period of total shareholder return upon which the percentage of shares vesting at the end of the measurement period will be based.</link:label>
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    <link:label id="lab_glpi_SharebasedCompensationArrangementbySharebasedPaymentAwardPercentageofRevenuesFromTripleNetLeases_FA0AB8F5B659E32FE5E68D51D202407B_terseLabel_en-US" xlink:label="lab_glpi_SharebasedCompensationArrangementbySharebasedPaymentAwardPercentageofRevenuesFromTripleNetLeases_FA0AB8F5B659E32FE5E68D51D202407B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Percentage of revenues from triple-net leases (at least)</link:label>
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    <link:label id="lab_glpi_PlainridgeParkCasinoMember_33FFEC3420C0C2DF9AE7693BE3405B8A_terseLabel_en-US" xlink:label="lab_glpi_PlainridgeParkCasinoMember_33FFEC3420C0C2DF9AE7693BE3405B8A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plainridge Park Casino</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_TropicanaEntertainmentMember_D13BC0175DB53DD0BF53693BE3404437" xlink:to="lab_glpi_TropicanaEntertainmentMember_D13BC0175DB53DD0BF53693BE3404437" xlink:type="arc" />
    <link:label id="lab_us-gaap_LeaseArrangementTypeAxis_1AF14C9E12F92C842221693BE34520CB_terseLabel_en-US" xlink:label="lab_us-gaap_LeaseArrangementTypeAxis_1AF14C9E12F92C842221693BE34520CB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lease Arrangement, Type [Axis]</link:label>
    <link:label id="lab_us-gaap_LeaseArrangementTypeAxis_1AF14C9E12F92C842221693BE34520CB_label_en-US" xlink:label="lab_us-gaap_LeaseArrangementTypeAxis_1AF14C9E12F92C842221693BE34520CB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lease Arrangement, Type [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseArrangementTypeAxis" xlink:label="loc_us-gaap_LeaseArrangementTypeAxis_1AF14C9E12F92C842221693BE34520CB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LeaseArrangementTypeAxis_1AF14C9E12F92C842221693BE34520CB" xlink:to="lab_us-gaap_LeaseArrangementTypeAxis_1AF14C9E12F92C842221693BE34520CB" xlink:type="arc" />
    <link:label id="lab_us-gaap_LeaseArrangementTypeDomain_8CDE4E26C6618840115C693BE345C50C_terseLabel_en-US" xlink:label="lab_us-gaap_LeaseArrangementTypeDomain_8CDE4E26C6618840115C693BE345C50C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lease Arrangement, Type [Domain]</link:label>
    <link:label id="lab_us-gaap_LeaseArrangementTypeDomain_8CDE4E26C6618840115C693BE345C50C_label_en-US" xlink:label="lab_us-gaap_LeaseArrangementTypeDomain_8CDE4E26C6618840115C693BE345C50C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lease Arrangement, Type [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseArrangementTypeDomain" xlink:label="loc_us-gaap_LeaseArrangementTypeDomain_8CDE4E26C6618840115C693BE345C50C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LeaseArrangementTypeDomain_8CDE4E26C6618840115C693BE345C50C" xlink:to="lab_us-gaap_LeaseArrangementTypeDomain_8CDE4E26C6618840115C693BE345C50C" xlink:type="arc" />
    <link:label id="lab_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797_terseLabel_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Penn National Gaming Inc. Master Lease</link:label>
    <link:label id="lab_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797_label_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Penn National Gaming Inc. Master Lease [Member]</link:label>
    <link:label id="lab_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797_documentation_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Penn National Gaming Inc. Master Lease</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_PennNationalGamingInc.MasterLeaseMember" xlink:label="loc_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797" xlink:to="lab_glpi_PennNationalGamingInc.MasterLeaseMember_7802FD7BDD336707C9CC693BE3466797" xlink:type="arc" />
    <link:label id="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_E0FF1ACEBBC3FBD5B039693BE347288F_terseLabel_en-US" xlink:label="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_E0FF1ACEBBC3FBD5B039693BE347288F" 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_E0FF1ACEBBC3FBD5B039693BE347288F_label_en-US" xlink:label="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_E0FF1ACEBBC3FBD5B039693BE347288F" 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_E0FF1ACEBBC3FBD5B039693BE347288F_documentation_en-US" xlink:label="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_E0FF1ACEBBC3FBD5B039693BE347288F" 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-20190331.xsd#glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember" xlink:label="loc_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_E0FF1ACEBBC3FBD5B039693BE347288F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_E0FF1ACEBBC3FBD5B039693BE347288F" xlink:to="lab_glpi_AmendedPinnacleEntertainmentInc.MasterLeaseMember_E0FF1ACEBBC3FBD5B039693BE347288F" xlink:type="arc" />
    <link:label id="lab_glpi_BoydGamingCorporationMasterLeaseMember_56157CB2910028B4503B693BE3479B54_terseLabel_en-US" xlink:label="lab_glpi_BoydGamingCorporationMasterLeaseMember_56157CB2910028B4503B693BE3479B54" 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_56157CB2910028B4503B693BE3479B54_label_en-US" xlink:label="lab_glpi_BoydGamingCorporationMasterLeaseMember_56157CB2910028B4503B693BE3479B54" 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_56157CB2910028B4503B693BE3479B54_documentation_en-US" xlink:label="lab_glpi_BoydGamingCorporationMasterLeaseMember_56157CB2910028B4503B693BE3479B54" 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-20190331.xsd#glpi_BoydGamingCorporationMasterLeaseMember" xlink:label="loc_glpi_BoydGamingCorporationMasterLeaseMember_56157CB2910028B4503B693BE3479B54" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_BoydGamingCorporationMasterLeaseMember_56157CB2910028B4503B693BE3479B54" xlink:to="lab_glpi_BoydGamingCorporationMasterLeaseMember_56157CB2910028B4503B693BE3479B54" xlink:type="arc" />
    <link:label id="lab_glpi_EldoradoMasterLeaseMember_C9B9742606C587C7D49D693BE34779E7_terseLabel_en-US" xlink:label="lab_glpi_EldoradoMasterLeaseMember_C9B9742606C587C7D49D693BE34779E7" 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_C9B9742606C587C7D49D693BE34779E7_label_en-US" xlink:label="lab_glpi_EldoradoMasterLeaseMember_C9B9742606C587C7D49D693BE34779E7" 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_C9B9742606C587C7D49D693BE34779E7_documentation_en-US" xlink:label="lab_glpi_EldoradoMasterLeaseMember_C9B9742606C587C7D49D693BE34779E7" 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-20190331.xsd#glpi_EldoradoMasterLeaseMember" xlink:label="loc_glpi_EldoradoMasterLeaseMember_C9B9742606C587C7D49D693BE34779E7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_EldoradoMasterLeaseMember_C9B9742606C587C7D49D693BE34779E7" xlink:to="lab_glpi_EldoradoMasterLeaseMember_C9B9742606C587C7D49D693BE34779E7" xlink:type="arc" />
    <link:label id="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_0229DA9546DD5D6B832D693BE3485B4C_terseLabel_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_0229DA9546DD5D6B832D693BE3485B4C" 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_0229DA9546DD5D6B832D693BE3485B4C_label_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_0229DA9546DD5D6B832D693BE3485B4C" 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_0229DA9546DD5D6B832D693BE3485B4C_documentation_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_0229DA9546DD5D6B832D693BE3485B4C" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="glpi-20190331.xsd#glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems" xlink:label="loc_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_0229DA9546DD5D6B832D693BE3485B4C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LessorOperatingLeaseTermOfContract_67C46459E4CFE78B53F3693BE348EC43_terseLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseTermOfContract_67C46459E4CFE78B53F3693BE348EC43" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating lease, initial term of contract (in years)</link:label>
    <link:label id="lab_us-gaap_LessorOperatingLeaseTermOfContract_67C46459E4CFE78B53F3693BE348EC43_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseTermOfContract_67C46459E4CFE78B53F3693BE348EC43" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor, Operating Lease, Term of Contract</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeaseTermOfContract" xlink:label="loc_us-gaap_LessorOperatingLeaseTermOfContract_67C46459E4CFE78B53F3693BE348EC43" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeaseTermOfContract_67C46459E4CFE78B53F3693BE348EC43" xlink:to="lab_us-gaap_LessorOperatingLeaseTermOfContract_67C46459E4CFE78B53F3693BE348EC43" xlink:type="arc" />
    <link:label id="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22_terseLabel_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating leases, number of renewal options</link:label>
    <link:label id="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22_label_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor Leasing Arrangements Operating Leases Number of Renewal Options</link:label>
    <link:label id="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22_documentation_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of lease renewal options of the lessor's leasing arrangement.</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions" xlink:label="loc_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22" xlink:to="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_18C3DFE2ACF97E0254F1693BE3488E22" xlink:type="arc" />
    <link:label id="lab_us-gaap_LessorOperatingLeaseRenewalTerm_9B2238E17D2DC51875BA693BE348C57D_terseLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseRenewalTerm_9B2238E17D2DC51875BA693BE348C57D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating lease, renewal term (in years)</link:label>
    <link:label id="lab_us-gaap_LessorOperatingLeaseRenewalTerm_9B2238E17D2DC51875BA693BE348C57D_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseRenewalTerm_9B2238E17D2DC51875BA693BE348C57D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor, Operating Lease, Renewal Term</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeaseRenewalTerm" xlink:label="loc_us-gaap_LessorOperatingLeaseRenewalTerm_9B2238E17D2DC51875BA693BE348C57D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeaseRenewalTerm_9B2238E17D2DC51875BA693BE348C57D" xlink:to="lab_us-gaap_LessorOperatingLeaseRenewalTerm_9B2238E17D2DC51875BA693BE348C57D" xlink:type="arc" />
    <link:label id="lab_glpi_Assetacquisitionconsiderationtransferred_2AEDAD2E80424FD966D9693BE34943A9_terseLabel_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_2AEDAD2E80424FD966D9693BE34943A9" 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_2AEDAD2E80424FD966D9693BE34943A9_label_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_2AEDAD2E80424FD966D9693BE34943A9" 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_2AEDAD2E80424FD966D9693BE34943A9_documentation_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_2AEDAD2E80424FD966D9693BE34943A9" 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-20190331.xsd#glpi_Assetacquisitionconsiderationtransferred" xlink:label="loc_glpi_Assetacquisitionconsiderationtransferred_2AEDAD2E80424FD966D9693BE34943A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Assetacquisitionconsiderationtransferred_2AEDAD2E80424FD966D9693BE34943A9" xlink:to="lab_glpi_Assetacquisitionconsiderationtransferred_2AEDAD2E80424FD966D9693BE34943A9" xlink:type="arc" />
    <link:label id="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_EA4565E92C3991B1D56E693BE3491534_terseLabel_en-US" xlink:label="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_EA4565E92C3991B1D56E693BE3491534" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Payments to Acquire Real Estate, Excluding Transaction Costs</link:label>
    <link:label id="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_EA4565E92C3991B1D56E693BE3491534_label_en-US" xlink:label="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_EA4565E92C3991B1D56E693BE3491534" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Real Estate, Excluding Transaction Costs</link:label>
    <link:label id="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_EA4565E92C3991B1D56E693BE3491534_documentation_en-US" xlink:label="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_EA4565E92C3991B1D56E693BE3491534" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Payments to Acquire Real Estate, Excluding Transaction Costs</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts" xlink:label="loc_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_EA4565E92C3991B1D56E693BE3491534" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PaymentsToAcquireFinanceReceivables_FA6F4F3FFAD7ED6727C4693BE3491F35_terseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireFinanceReceivables_FA6F4F3FFAD7ED6727C4693BE3491F35" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Payment to acquire finance receivables</link:label>
    <link:label id="lab_us-gaap_PaymentsToAcquireFinanceReceivables_FA6F4F3FFAD7ED6727C4693BE3491F35_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireFinanceReceivables_FA6F4F3FFAD7ED6727C4693BE3491F35" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Payments to Acquire Finance Receivables</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireFinanceReceivables" xlink:label="loc_us-gaap_PaymentsToAcquireFinanceReceivables_FA6F4F3FFAD7ED6727C4693BE3491F35" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_PaymentsToAcquireFinanceReceivables_FA6F4F3FFAD7ED6727C4693BE3491F35" xlink:to="lab_us-gaap_PaymentsToAcquireFinanceReceivables_FA6F4F3FFAD7ED6727C4693BE3491F35" xlink:type="arc" />
    <link:label id="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_EC454CB3262ABC8C75FE693BE34954A6_terseLabel_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_EC454CB3262ABC8C75FE693BE34954A6" 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_EC454CB3262ABC8C75FE693BE34954A6_label_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_EC454CB3262ABC8C75FE693BE34954A6" 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_EC454CB3262ABC8C75FE693BE34954A6_documentation_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_EC454CB3262ABC8C75FE693BE34954A6" 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>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_EC454CB3262ABC8C75FE693BE34954A6" xlink:to="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_EC454CB3262ABC8C75FE693BE34954A6" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfRealEstateProperties_F419896A9D9F83829D89693BE34AC437_verboseLabel_en-US" xlink:label="lab_us-gaap_NumberOfRealEstateProperties_F419896A9D9F83829D89693BE34AC437" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Number of real estate properties</link:label>
    <link:label id="lab_us-gaap_NumberOfRealEstateProperties_F419896A9D9F83829D89693BE34AC437_label_en-US" xlink:label="lab_us-gaap_NumberOfRealEstateProperties_F419896A9D9F83829D89693BE34AC437" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Real Estate Properties</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfRealEstateProperties" xlink:label="loc_us-gaap_NumberOfRealEstateProperties_F419896A9D9F83829D89693BE34AC437" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfRealEstateProperties_F419896A9D9F83829D89693BE34AC437" xlink:to="lab_us-gaap_NumberOfRealEstateProperties_F419896A9D9F83829D89693BE34AC437" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B5111126CC95AA0E6CD3693BE34AA209_terseLabel_en-US" xlink:label="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B5111126CC95AA0E6CD3693BE34AA209" 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_B5111126CC95AA0E6CD3693BE34AA209_label_en-US" xlink:label="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B5111126CC95AA0E6CD3693BE34AA209" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfStatesInWhichEntityOperates" xlink:label="loc_us-gaap_NumberOfStatesInWhichEntityOperates_B5111126CC95AA0E6CD3693BE34AA209" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfStatesInWhichEntityOperates_B5111126CC95AA0E6CD3693BE34AA209" xlink:to="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B5111126CC95AA0E6CD3693BE34AA209" xlink:type="arc" />
    <link:label id="lab_glpi_Realestateoccupancypercentage_A412B81E5BDCE6D2A757693BE34A3153_terseLabel_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_A412B81E5BDCE6D2A757693BE34A3153" 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_A412B81E5BDCE6D2A757693BE34A3153_label_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_A412B81E5BDCE6D2A757693BE34A3153" 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_A412B81E5BDCE6D2A757693BE34A3153_documentation_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_A412B81E5BDCE6D2A757693BE34A3153" 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-20190331.xsd#glpi_Realestateoccupancypercentage" xlink:label="loc_glpi_Realestateoccupancypercentage_A412B81E5BDCE6D2A757693BE34A3153" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Realestateoccupancypercentage_A412B81E5BDCE6D2A757693BE34A3153" xlink:to="lab_glpi_Realestateoccupancypercentage_A412B81E5BDCE6D2A757693BE34A3153" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasicAbstract_43583F273E818B63D4A955F86A16891D_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasicAbstract_43583F273E818B63D4A955F86A16891D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Calculation of basic EPS:</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareBasicAbstract_43583F273E818B63D4A955F86A16891D_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasicAbstract_43583F273E818B63D4A955F86A16891D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Basic [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareBasicAbstract" xlink:label="loc_us-gaap_EarningsPerShareBasicAbstract_43583F273E818B63D4A955F86A16891D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasicAbstract_43583F273E818B63D4A955F86A16891D" xlink:to="lab_us-gaap_EarningsPerShareBasicAbstract_43583F273E818B63D4A955F86A16891D" xlink:type="arc" />
    <link:label id="lab_us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic_313EBB4D6C7E3CFE849A55F86A160A7E_negatedLabel_en-US" xlink:label="lab_us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic_313EBB4D6C7E3CFE849A55F86A160A7E" xlink:role="http://www.xbrl.org/2009/role/negatedLabel" xlink:type="resource" xml:lang="en-US">Less: Net income allocated to participating securities</link:label>
    <link:label id="lab_us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic_313EBB4D6C7E3CFE849A55F86A160A7E_label_en-US" xlink:label="lab_us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic_313EBB4D6C7E3CFE849A55F86A160A7E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Participating Securities, Distributed and Undistributed Earnings (Loss), Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic" xlink:label="loc_us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic_313EBB4D6C7E3CFE849A55F86A160A7E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic_313EBB4D6C7E3CFE849A55F86A160A7E" xlink:to="lab_us-gaap_ParticipatingSecuritiesDistributedAndUndistributedEarningsLossBasic_313EBB4D6C7E3CFE849A55F86A160A7E" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_F5F23F157241F627817655F86A16466C_totalLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_F5F23F157241F627817655F86A16466C" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Net income attributable to common shareholders</link:label>
    <link:label id="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_F5F23F157241F627817655F86A16466C_label_en-US" xlink:label="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_F5F23F157241F627817655F86A16466C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Net Income (Loss) Available to Common Stockholders, Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic" xlink:label="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_F5F23F157241F627817655F86A16466C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_F5F23F157241F627817655F86A16466C" xlink:to="lab_us-gaap_NetIncomeLossAvailableToCommonStockholdersBasic_F5F23F157241F627817655F86A16466C" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_CF8F53BD14CC2B0BAF1655F86A16447C_terseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_CF8F53BD14CC2B0BAF1655F86A16447C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Weighted-average common shares outstanding (in shares)</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_CF8F53BD14CC2B0BAF1655F86A16447C_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_CF8F53BD14CC2B0BAF1655F86A16447C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding, Basic</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_CF8F53BD14CC2B0BAF1655F86A16447C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_CF8F53BD14CC2B0BAF1655F86A16447C" xlink:to="lab_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_CF8F53BD14CC2B0BAF1655F86A16447C" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareBasic_FBFC6E0E85182B12391655F86A175F99_verboseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareBasic_FBFC6E0E85182B12391655F86A175F99" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Basic EPS (in dollars per share)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareBasic" xlink:label="loc_us-gaap_EarningsPerShareBasic_FBFC6E0E85182B12391655F86A175F99" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareBasic_FBFC6E0E85182B12391655F86A175F99" xlink:to="lab_us-gaap_EarningsPerShareBasic_FBFC6E0E85182B12391655F86A175F99" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareDilutedAbstract_965553F65E575A53BA8355F86A1770AB_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDilutedAbstract_965553F65E575A53BA8355F86A1770AB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Calculation of diluted EPS:</link:label>
    <link:label id="lab_us-gaap_EarningsPerShareDilutedAbstract_965553F65E575A53BA8355F86A1770AB_label_en-US" xlink:label="lab_us-gaap_EarningsPerShareDilutedAbstract_965553F65E575A53BA8355F86A1770AB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Earnings Per Share, Diluted [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareDilutedAbstract" xlink:label="loc_us-gaap_EarningsPerShareDilutedAbstract_965553F65E575A53BA8355F86A1770AB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_EarningsPerShareDilutedAbstract_965553F65E575A53BA8355F86A1770AB" xlink:to="lab_us-gaap_EarningsPerShareDilutedAbstract_965553F65E575A53BA8355F86A1770AB" xlink:type="arc" />
    <link:label id="lab_us-gaap_NetIncomeLoss_ED5FB3B8C28582614E5A5602BC10A2CB_verboseLabel_en-US" xlink:label="lab_us-gaap_NetIncomeLoss_ED5FB3B8C28582614E5A5602BC10A2CB" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Net income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetIncomeLoss" xlink:label="loc_us-gaap_NetIncomeLoss_ED5FB3B8C28582614E5A5602BC10A2CB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NetIncomeLoss_ED5FB3B8C28582614E5A5602BC10A2CB" xlink:to="lab_us-gaap_NetIncomeLoss_ED5FB3B8C28582614E5A5602BC10A2CB" xlink:type="arc" />
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_DC171CA46A88147BABA655F86A173B9F_terseLabel_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_DC171CA46A88147BABA655F86A173B9F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Diluted weighted-average common shares outstanding (in shares)</link:label>
    <link:label id="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_DC171CA46A88147BABA655F86A173B9F_label_en-US" xlink:label="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_DC171CA46A88147BABA655F86A173B9F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Weighted Average Number of Shares Outstanding, Diluted</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding" xlink:label="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_DC171CA46A88147BABA655F86A173B9F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_DC171CA46A88147BABA655F86A173B9F" xlink:to="lab_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_DC171CA46A88147BABA655F86A173B9F" xlink:type="arc" />
    <link:label id="lab_us-gaap_EarningsPerShareDiluted_8156EDBE2BCA36A8BF1955F86A175251_terseLabel_en-US" xlink:label="lab_us-gaap_EarningsPerShareDiluted_8156EDBE2BCA36A8BF1955F86A175251" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Diluted EPS (in dollars per share)</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EarningsPerShareDiluted" xlink:label="loc_us-gaap_EarningsPerShareDiluted_8156EDBE2BCA36A8BF1955F86A175251" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_AB5939B0177CC222FAE455F86A179444_terseLabel_en-US" xlink:label="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_AB5939B0177CC222FAE455F86A179444" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Anti-dilutive securities, options to purchase common stock outstanding (in shares)</link:label>
    <link:label id="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_AB5939B0177CC222FAE455F86A179444_label_en-US" xlink:label="lab_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_AB5939B0177CC222FAE455F86A179444" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Antidilutive Securities Excluded from Computation of Earnings Per Share, Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount" xlink:label="loc_us-gaap_AntidilutiveSecuritiesExcludedFromComputationOfEarningsPerShareAmount_AB5939B0177CC222FAE455F86A179444" xlink:type="locator" />
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    <link:label id="lab_srt_ScheduleOfCondensedFinancialStatementsTable_139FBB84CE8C4293796C79BE95C27958_terseLabel_en-US" xlink:label="lab_srt_ScheduleOfCondensedFinancialStatementsTable_139FBB84CE8C4293796C79BE95C27958" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Condensed Financial Statements [Table]</link:label>
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    <link:label id="lab_glpi_GLPCapitalL.P.Member_1E94E9BDFDC8228CCA528E8C7E5E800F_documentation_en-US" xlink:label="lab_glpi_GLPCapitalL.P.Member_1E94E9BDFDC8228CCA528E8C7E5E800F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">GLP Capital, L.P. [Member]</link:label>
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    <link:label id="lab_glpi_GLPFinancingIIInc.Member_DDD4CE34653E1939BB3A8E8C7E5E8DD0_terseLabel_en-US" xlink:label="lab_glpi_GLPFinancingIIInc.Member_DDD4CE34653E1939BB3A8E8C7E5E8DD0" 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_DDD4CE34653E1939BB3A8E8C7E5E8DD0_label_en-US" xlink:label="lab_glpi_GLPFinancingIIInc.Member_DDD4CE34653E1939BB3A8E8C7E5E8DD0" 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_DDD4CE34653E1939BB3A8E8C7E5E8DD0_documentation_en-US" xlink:label="lab_glpi_GLPFinancingIIInc.Member_DDD4CE34653E1939BB3A8E8C7E5E8DD0" 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-20190331.xsd#glpi_GLPFinancingIIInc.Member" xlink:label="loc_glpi_GLPFinancingIIInc.Member_DDD4CE34653E1939BB3A8E8C7E5E8DD0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_SubsidiaryOrEquityMethodInvesteeCumulativePercentageOwnershipAfterAllTransactions_D33EAD06336475361AC18E8C7E61920B_terseLabel_en-US" xlink:label="lab_us-gaap_SubsidiaryOrEquityMethodInvesteeCumulativePercentageOwnershipAfterAllTransactions_D33EAD06336475361AC18E8C7E61920B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ownership percentage of subsidiaries</link:label>
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    <link:label id="lab_us-gaap_StatementOfFinancialPositionAbstract_EFE7159DF10E886A16B58E8C7E627C15_verboseLabel_en-US" xlink:label="lab_us-gaap_StatementOfFinancialPositionAbstract_EFE7159DF10E886A16B58E8C7E627C15" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Assets</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfFinancialPositionAbstract" xlink:label="loc_us-gaap_StatementOfFinancialPositionAbstract_EFE7159DF10E886A16B58E8C7E627C15" xlink:type="locator" />
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    <link:label id="lab_us-gaap_RealEstateInvestmentPropertyNet_EBC21C1FC35312D07C3E8E8C7E63E7AD_verboseLabel_en-US" xlink:label="lab_us-gaap_RealEstateInvestmentPropertyNet_EBC21C1FC35312D07C3E8E8C7E63E7AD" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Real estate investments, net</link:label>
    <link:label id="lab_us-gaap_RealEstateInvestmentPropertyNet_EBC21C1FC35312D07C3E8E8C7E63E7AD_label_en-US" xlink:label="lab_us-gaap_RealEstateInvestmentPropertyNet_EBC21C1FC35312D07C3E8E8C7E63E7AD" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Real Estate Investment Property, Net</link:label>
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    <link:label id="lab_us-gaap_GroundLeasesNet_87CD68F9EC1B31696F9B8E8C7E632134_terseLabel_en-US" xlink:label="lab_us-gaap_GroundLeasesNet_87CD68F9EC1B31696F9B8E8C7E632134" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land rights, net</link:label>
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_455188A5B4720A401C4C8E8C7E6466F4_terseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_455188A5B4720A401C4C8E8C7E6466F4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Property and equipment, used in operations, net</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentNet" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentNet_455188A5B4720A401C4C8E8C7E6466F4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LoansReceivableCommercialMortgage_0A2CC289A779246EC3198E8C7E69F9EB_terseLabel_en-US" xlink:label="lab_us-gaap_LoansReceivableCommercialMortgage_0A2CC289A779246EC3198E8C7E69F9EB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Mortgage loans receivable</link:label>
    <link:label id="lab_us-gaap_LoansReceivableCommercialMortgage_0A2CC289A779246EC3198E8C7E69F9EB_label_en-US" xlink:label="lab_us-gaap_LoansReceivableCommercialMortgage_0A2CC289A779246EC3198E8C7E69F9EB" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loans Receivable, Gross, Commercial, Mortgage</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansReceivableCommercialMortgage" xlink:label="loc_us-gaap_LoansReceivableCommercialMortgage_0A2CC289A779246EC3198E8C7E69F9EB" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeaseRightOfUseAsset_477F62E7EB90839ED8318E8C7E6993EC_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeaseRightOfUseAsset_477F62E7EB90839ED8318E8C7E6993EC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Right-of-use assets and land rights, net</link:label>
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_46A8BD488BCB354C5C478E8C7E693CA6_terseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_46A8BD488BCB354C5C478E8C7E693CA6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash and cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_46A8BD488BCB354C5C478E8C7E693CA6_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_46A8BD488BCB354C5C478E8C7E693CA6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, at Carrying Value</link:label>
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    <link:label id="lab_us-gaap_Goodwill_3E62C829D4C31A6924A28E8C7E69A3F8_terseLabel_en-US" xlink:label="lab_us-gaap_Goodwill_3E62C829D4C31A6924A28E8C7E69A3F8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
    <link:label id="lab_us-gaap_Goodwill_3E62C829D4C31A6924A28E8C7E69A3F8_label_en-US" xlink:label="lab_us-gaap_Goodwill_3E62C829D4C31A6924A28E8C7E69A3F8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
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    <link:label id="lab_us-gaap_IntangibleAssetsNetExcludingGoodwill_612AD68E3EFE70C849B18E8C7E6A721B_terseLabel_en-US" xlink:label="lab_us-gaap_IntangibleAssetsNetExcludingGoodwill_612AD68E3EFE70C849B18E8C7E6A721B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other intangible assets</link:label>
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    <link:label id="lab_us-gaap_LoansReceivableNet_AA5E7A2D60E3F00343FC8E8C7E6A3A5F_terseLabel_en-US" xlink:label="lab_us-gaap_LoansReceivableNet_AA5E7A2D60E3F00343FC8E8C7E6A3A5F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loan receivable</link:label>
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    <link:label id="lab_glpi_IntercompanyLoanReceivable_5145E6E11338D7638F468E8C7E6A1B1F_terseLabel_en-US" xlink:label="lab_glpi_IntercompanyLoanReceivable_5145E6E11338D7638F468E8C7E6A1B1F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Intercompany loan receivable</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromCollectionOfLeaseReceivables_BE99C80A71B6A3A7E22278A2947C3973_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromCollectionOfLeaseReceivables_BE99C80A71B6A3A7E22278A2947C3973" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Collections of principal payments on investment in direct financing lease</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByFairValueHierarchyLevelAxis" xlink:label="loc_us-gaap_FairValueByFairValueHierarchyLevelAxis_BF1B4B36EA074E2C985C4671E5E48B0B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_E81BD0FD4A5BF5DF89D64671E5E49E05_label_en-US" xlink:label="lab_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_E81BD0FD4A5BF5DF89D64671E5E49E05" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value Hierarchy and NAV [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementsFairValueHierarchyDomain" xlink:label="loc_us-gaap_FairValueMeasurementsFairValueHierarchyDomain_E81BD0FD4A5BF5DF89D64671E5E49E05" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FairValueInputsLevel1Member_3EAAA26D21B3618C6E9A4671E5E4FC54_label_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel1Member_3EAAA26D21B3618C6E9A4671E5E4FC54" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 1 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel1Member" xlink:label="loc_us-gaap_FairValueInputsLevel1Member_3EAAA26D21B3618C6E9A4671E5E4FC54" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FairValueInputsLevel2Member_8264A749DF28E11B72FB4671E62B28FC_label_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel2Member_8264A749DF28E11B72FB4671E62B28FC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 2 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel2Member" xlink:label="loc_us-gaap_FairValueInputsLevel2Member_8264A749DF28E11B72FB4671E62B28FC" xlink:type="locator" />
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    <link:label id="lab_us-gaap_FairValueInputsLevel3Member_23E4898DBDA363DE34934671E666472F_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel3Member_23E4898DBDA363DE34934671E666472F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Level 3</link:label>
    <link:label id="lab_us-gaap_FairValueInputsLevel3Member_23E4898DBDA363DE34934671E666472F_label_en-US" xlink:label="lab_us-gaap_FairValueInputsLevel3Member_23E4898DBDA363DE34934671E666472F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Inputs, Level 3 [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueInputsLevel3Member" xlink:label="loc_us-gaap_FairValueInputsLevel3Member_23E4898DBDA363DE34934671E666472F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FairValueInputsLevel3Member_23E4898DBDA363DE34934671E666472F" xlink:to="lab_us-gaap_FairValueInputsLevel3Member_23E4898DBDA363DE34934671E666472F" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_3A60537D9E51EFCBFB204671E5E5402A_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_3A60537D9E51EFCBFB204671E5E5402A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis</link:label>
    <link:label id="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_3A60537D9E51EFCBFB204671E5E5402A_label_en-US" xlink:label="lab_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_3A60537D9E51EFCBFB204671E5E5402A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems" xlink:label="loc_us-gaap_FairValueAssetsAndLiabilitiesMeasuredOnRecurringAndNonrecurringBasisLineItems_3A60537D9E51EFCBFB204671E5E5402A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_F22BFAAF9086D60B20EF4672B4B9D4B8_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_F22BFAAF9086D60B20EF4672B4B9D4B8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_F22BFAAF9086D60B20EF4672B4B9D4B8_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_F22BFAAF9086D60B20EF4672B4B9D4B8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Face Amount</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:label="loc_us-gaap_DebtInstrumentFaceAmount_F22BFAAF9086D60B20EF4672B4B9D4B8" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LoansReceivableFairValueDisclosure_D3C58C3E1AC3DCD7F6F04655D0F6AA00_terseLabel_en-US" xlink:label="lab_us-gaap_LoansReceivableFairValueDisclosure_D3C58C3E1AC3DCD7F6F04655D0F6AA00" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans receivable</link:label>
    <link:label id="lab_us-gaap_LoansReceivableFairValueDisclosure_D3C58C3E1AC3DCD7F6F04655D0F6AA00_label_en-US" xlink:label="lab_us-gaap_LoansReceivableFairValueDisclosure_D3C58C3E1AC3DCD7F6F04655D0F6AA00" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loans Receivable, Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansReceivableFairValueDisclosure" xlink:label="loc_us-gaap_LoansReceivableFairValueDisclosure_D3C58C3E1AC3DCD7F6F04655D0F6AA00" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetsFairValueDisclosure_7F18142BB705DCB330474655D0F6A414_totalLabel_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosure_7F18142BB705DCB330474655D0F6A414" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total assets measured at fair value on a nonrecurring basis</link:label>
    <link:label id="lab_us-gaap_AssetsFairValueDisclosure_7F18142BB705DCB330474655D0F6A414_label_en-US" xlink:label="lab_us-gaap_AssetsFairValueDisclosure_7F18142BB705DCB330474655D0F6A414" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Fair Value Disclosure</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsFairValueDisclosure" xlink:label="loc_us-gaap_AssetsFairValueDisclosure_7F18142BB705DCB330474655D0F6A414" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetImpairmentCharges_DAB4DB67D24E03DB31E74655D0F7BB0B_totalLabel_en-US" xlink:label="lab_us-gaap_AssetImpairmentCharges_DAB4DB67D24E03DB31E74655D0F7BB0B" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total impairment charges</link:label>
    <link:label id="lab_us-gaap_AssetImpairmentCharges_DAB4DB67D24E03DB31E74655D0F7BB0B_label_en-US" xlink:label="lab_us-gaap_AssetImpairmentCharges_DAB4DB67D24E03DB31E74655D0F7BB0B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset Impairment Charges</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetImpairmentCharges" xlink:label="loc_us-gaap_AssetImpairmentCharges_DAB4DB67D24E03DB31E74655D0F7BB0B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetImpairmentCharges_DAB4DB67D24E03DB31E74655D0F7BB0B" xlink:to="lab_us-gaap_AssetImpairmentCharges_DAB4DB67D24E03DB31E74655D0F7BB0B" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_C54090A386BE7A5421BB8E8C7FCE7DB6_terseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_C54090A386BE7A5421BB8E8C7FCE7DB6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured $1,175 million revolver</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevolvingCreditFacilityMember" xlink:label="loc_us-gaap_RevolvingCreditFacilityMember_C54090A386BE7A5421BB8E8C7FCE7DB6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_RevolvingCreditFacilityMember_C54090A386BE7A5421BB8E8C7FCE7DB6" xlink:to="lab_us-gaap_RevolvingCreditFacilityMember_C54090A386BE7A5421BB8E8C7FCE7DB6" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_098D0F8D6D22B5D22CF78E8C7FD06207_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_098D0F8D6D22B5D22CF78E8C7FD06207" 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_098D0F8D6D22B5D22CF78E8C7FD06207_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_098D0F8D6D22B5D22CF78E8C7FD06207" 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_098D0F8D6D22B5D22CF78E8C7FD06207_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_098D0F8D6D22B5D22CF78E8C7FD06207" 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>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_SeniorUnsecuredNotes4.875PercentDue2020Member" xlink:label="loc_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_098D0F8D6D22B5D22CF78E8C7FD06207" xlink:type="locator" />
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    <link:label id="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1517F403D909D128C79E8E8C7FD0BFCD_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_1517F403D909D128C79E8E8C7FD0BFCD" 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>
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    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_17C9F7E79D0CC7B5B4D78E8C7FD17D96_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_17C9F7E79D0CC7B5B4D78E8C7FD17D96" 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>
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    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_17C9F7E79D0CC7B5B4D78E8C7FD17D96_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_17C9F7E79D0CC7B5B4D78E8C7FD17D96" 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-20190331.xsd#glpi_SeniorUnsecuredNotes5.375PercentDue2023Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_17C9F7E79D0CC7B5B4D78E8C7FD17D96" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_17C9F7E79D0CC7B5B4D78E8C7FD17D96" xlink:to="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_17C9F7E79D0CC7B5B4D78E8C7FD17D96" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_FE8980F3A34318C30AB88E8C7FD16AAF_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_FE8980F3A34318C30AB88E8C7FD16AAF" 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_FE8980F3A34318C30AB88E8C7FD16AAF_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_FE8980F3A34318C30AB88E8C7FD16AAF" 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_FE8980F3A34318C30AB88E8C7FD16AAF_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_FE8980F3A34318C30AB88E8C7FD16AAF" 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-20190331.xsd#glpi_SeniorUnsecuredNotes5.250PercentDue2025Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_FE8980F3A34318C30AB88E8C7FD16AAF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_FE8980F3A34318C30AB88E8C7FD16AAF" xlink:to="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_FE8980F3A34318C30AB88E8C7FD16AAF" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_CA24CC2C7538DDC20BD28E8C7FD15A75_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_CA24CC2C7538DDC20BD28E8C7FD15A75" 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_CA24CC2C7538DDC20BD28E8C7FD15A75_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_CA24CC2C7538DDC20BD28E8C7FD15A75" 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_CA24CC2C7538DDC20BD28E8C7FD15A75_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_CA24CC2C7538DDC20BD28E8C7FD15A75" 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-20190331.xsd#glpi_SeniorUnsecuredNotes5.375PercentDue2026Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_CA24CC2C7538DDC20BD28E8C7FD15A75" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_CA24CC2C7538DDC20BD28E8C7FD15A75" xlink:to="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_CA24CC2C7538DDC20BD28E8C7FD15A75" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_17E2A62D08809270C5A88E8C7FD2CBB5_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_17E2A62D08809270C5A88E8C7FD2CBB5" 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_17E2A62D08809270C5A88E8C7FD2CBB5_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_17E2A62D08809270C5A88E8C7FD2CBB5" 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_17E2A62D08809270C5A88E8C7FD2CBB5_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_17E2A62D08809270C5A88E8C7FD2CBB5" 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-20190331.xsd#glpi_SeniorUnsecuredNotes5.750PercentDue2028Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_17E2A62D08809270C5A88E8C7FD2CBB5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_17E2A62D08809270C5A88E8C7FD2CBB5" xlink:to="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_17E2A62D08809270C5A88E8C7FD2CBB5" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_67058045F17264972B8E8E8C7FD207D0_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_67058045F17264972B8E8E8C7FD207D0" 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_67058045F17264972B8E8E8C7FD207D0_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_67058045F17264972B8E8E8C7FD207D0" 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_67058045F17264972B8E8E8C7FD207D0_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_67058045F17264972B8E8E8C7FD207D0" 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-20190331.xsd#glpi_SeniorUnsecuredNotes5.300PercentDue2029Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_67058045F17264972B8E8E8C7FD207D0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_67058045F17264972B8E8E8C7FD207D0" xlink:to="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_67058045F17264972B8E8E8C7FD207D0" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinanceLeaseLiability_567FA37953FDCB21A8218E8C7FD3608C_terseLabel_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_567FA37953FDCB21A8218E8C7FD3608C" 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_567FA37953FDCB21A8218E8C7FD3608C_label_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_567FA37953FDCB21A8218E8C7FD3608C" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FinanceLeaseLiability" xlink:label="loc_us-gaap_FinanceLeaseLiability_567FA37953FDCB21A8218E8C7FD3608C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CapitalLeaseObligations_99204E503A0643E832638E8C7FD37C10_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_99204E503A0643E832638E8C7FD37C10" 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_99204E503A0643E832638E8C7FD37C10_label_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_99204E503A0643E832638E8C7FD37C10" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Lease Obligations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CapitalLeaseObligations" xlink:label="loc_us-gaap_CapitalLeaseObligations_99204E503A0643E832638E8C7FD37C10" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalLeaseObligations_99204E503A0643E832638E8C7FD37C10" xlink:to="lab_us-gaap_CapitalLeaseObligations_99204E503A0643E832638E8C7FD37C10" xlink:type="arc" />
    <link:label id="lab_glpi_LongTermDebtGrossandLeaseObligations_B706DEEB8AC86AA1FE8D8E8C7FD30A40_terseLabel_en-US" xlink:label="lab_glpi_LongTermDebtGrossandLeaseObligations_B706DEEB8AC86AA1FE8D8E8C7FD30A40" 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-20190331.xsd#glpi_LongTermDebtGrossandLeaseObligations" xlink:label="loc_glpi_LongTermDebtGrossandLeaseObligations_B706DEEB8AC86AA1FE8D8E8C7FD30A40" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LongTermDebtGrossandLeaseObligations_B706DEEB8AC86AA1FE8D8E8C7FD30A40" xlink:to="lab_glpi_LongTermDebtGrossandLeaseObligations_B706DEEB8AC86AA1FE8D8E8C7FD30A40" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_5FF3139F7E11AB9F38318E8C7FD31171_negatedLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_5FF3139F7E11AB9F38318E8C7FD31171" 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_5FF3139F7E11AB9F38318E8C7FD31171_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_5FF3139F7E11AB9F38318E8C7FD31171" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet" xlink:label="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_5FF3139F7E11AB9F38318E8C7FD31171" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_5FF3139F7E11AB9F38318E8C7FD31171" xlink:to="lab_us-gaap_DebtInstrumentUnamortizedDiscountPremiumAndDebtIssuanceCostsNet_5FF3139F7E11AB9F38318E8C7FD31171" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0F2339DDC1E51F5F56CD8E94B4C1ADE9_totalLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0F2339DDC1E51F5F56CD8E94B4C1ADE9" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsIncludingCurrentMaturities_0F2339DDC1E51F5F56CD8E94B4C1ADE9" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentFaceAmount_1DDB21722E30C3358F208E8C7FD4F64C_verboseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentFaceAmount_1DDB21722E30C3358F208E8C7FD4F64C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Face amount of debt</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:label="loc_us-gaap_DebtInstrumentFaceAmount_1DDB21722E30C3358F208E8C7FD4F64C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D59BA7DDCC69613EBA138E8C7FD4B5CE_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D59BA7DDCC69613EBA138E8C7FD4B5CE" 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_D59BA7DDCC69613EBA138E8C7FD4B5CE_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D59BA7DDCC69613EBA138E8C7FD4B5CE" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentInterestRateStatedPercentage" xlink:label="loc_us-gaap_DebtInstrumentInterestRateStatedPercentage_D59BA7DDCC69613EBA138E8C7FD4B5CE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentInterestRateStatedPercentage_D59BA7DDCC69613EBA138E8C7FD4B5CE" xlink:to="lab_us-gaap_DebtInstrumentInterestRateStatedPercentage_D59BA7DDCC69613EBA138E8C7FD4B5CE" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtTextBlock_F6182476AD837DA9809555EE5475DDDE_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_F6182476AD837DA9809555EE5475DDDE" 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_F6182476AD837DA9809555EE5475DDDE_label_en-US" xlink:label="lab_us-gaap_LongTermDebtTextBlock_F6182476AD837DA9809555EE5475DDDE" 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/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtTextBlock" xlink:label="loc_us-gaap_LongTermDebtTextBlock_F6182476AD837DA9809555EE5475DDDE" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtTextBlock_F6182476AD837DA9809555EE5475DDDE" xlink:to="lab_us-gaap_LongTermDebtTextBlock_F6182476AD837DA9809555EE5475DDDE" xlink:type="arc" />
    <link:label id="lab_us-gaap_ReceivablesAbstract_4C573AF5E5C19F3BB4B35A8A263901B3_label_en-US" xlink:label="lab_us-gaap_ReceivablesAbstract_4C573AF5E5C19F3BB4B35A8A263901B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Receivables [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReceivablesAbstract" xlink:label="loc_us-gaap_ReceivablesAbstract_4C573AF5E5C19F3BB4B35A8A263901B3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LoansAndLeasesReceivableDisclosureTable_C80277EB543E54983B785A8A263A07DF_terseLabel_en-US" xlink:label="lab_us-gaap_LoansAndLeasesReceivableDisclosureTable_C80277EB543E54983B785A8A263A07DF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Loans and Leases Receivable Disclosure [Table]</link:label>
    <link:label id="lab_us-gaap_LoansAndLeasesReceivableDisclosureTable_C80277EB543E54983B785A8A263A07DF_label_en-US" xlink:label="lab_us-gaap_LoansAndLeasesReceivableDisclosureTable_C80277EB543E54983B785A8A263A07DF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Loans and Leases Receivable Disclosure [Table]</link:label>
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    <link:label id="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6A1C840A461AE2D8D52F8D85A88586A9_terseLabel_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6A1C840A461AE2D8D52F8D85A88586A9" 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_6A1C840A461AE2D8D52F8D85A88586A9_label_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6A1C840A461AE2D8D52F8D85A88586A9" 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_6A1C840A461AE2D8D52F8D85A88586A9_documentation_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6A1C840A461AE2D8D52F8D85A88586A9" 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-20190331.xsd#glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember" xlink:label="loc_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6A1C840A461AE2D8D52F8D85A88586A9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6A1C840A461AE2D8D52F8D85A88586A9" xlink:to="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6A1C840A461AE2D8D52F8D85A88586A9" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisaggregationOfRevenueLineItems_9CA9216A664CFB0478258D82A10C7449_terseLabel_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_9CA9216A664CFB0478258D82A10C7449" 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_9CA9216A664CFB0478258D82A10C7449_label_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_9CA9216A664CFB0478258D82A10C7449" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disaggregation of Revenue [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisaggregationOfRevenueLineItems" xlink:label="loc_us-gaap_DisaggregationOfRevenueLineItems_9CA9216A664CFB0478258D82A10C7449" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisaggregationOfRevenueLineItems_9CA9216A664CFB0478258D82A10C7449" xlink:to="lab_us-gaap_DisaggregationOfRevenueLineItems_9CA9216A664CFB0478258D82A10C7449" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasesannualrentalescalationpercentage_AA68ADA4A0CC5FE79BA48D82A10C0EC6_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_AA68ADA4A0CC5FE79BA48D82A10C0EC6" 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_AA68ADA4A0CC5FE79BA48D82A10C0EC6_label_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_AA68ADA4A0CC5FE79BA48D82A10C0EC6" 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_AA68ADA4A0CC5FE79BA48D82A10C0EC6_documentation_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_AA68ADA4A0CC5FE79BA48D82A10C0EC6" 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-20190331.xsd#glpi_Operatingleasesannualrentalescalationpercentage" xlink:label="loc_glpi_Operatingleasesannualrentalescalationpercentage_AA68ADA4A0CC5FE79BA48D82A10C0EC6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasesannualrentalescalationpercentage_AA68ADA4A0CC5FE79BA48D82A10C0EC6" xlink:to="lab_glpi_Operatingleasesannualrentalescalationpercentage_AA68ADA4A0CC5FE79BA48D82A10C0EC6" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_46E0D68F52F795A8EA0B8D82A10CF0C5_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_46E0D68F52F795A8EA0B8D82A10CF0C5" 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_46E0D68F52F795A8EA0B8D82A10CF0C5_label_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_46E0D68F52F795A8EA0B8D82A10CF0C5" 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_46E0D68F52F795A8EA0B8D82A10CF0C5_documentation_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_46E0D68F52F795A8EA0B8D82A10CF0C5" 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-20190331.xsd#glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted" xlink:label="loc_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_46E0D68F52F795A8EA0B8D82A10CF0C5" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_46E0D68F52F795A8EA0B8D82A10CF0C5" xlink:to="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_46E0D68F52F795A8EA0B8D82A10CF0C5" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_F26C8C877E61AF348D8F8D82A10C512D_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_F26C8C877E61AF348D8F8D82A10C512D" 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_F26C8C877E61AF348D8F8D82A10C512D_label_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_F26C8C877E61AF348D8F8D82A10C512D" 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_F26C8C877E61AF348D8F8D82A10C512D_documentation_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_F26C8C877E61AF348D8F8D82A10C512D" 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-20190331.xsd#glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease" xlink:label="loc_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_F26C8C877E61AF348D8F8D82A10C512D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_F26C8C877E61AF348D8F8D82A10C512D" xlink:to="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_F26C8C877E61AF348D8F8D82A10C512D" xlink:type="arc" />
    <link:label id="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_93CB0F6AB285DDA2D39A8D82A10D3CEF_terseLabel_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_93CB0F6AB285DDA2D39A8D82A10D3CEF" 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_93CB0F6AB285DDA2D39A8D82A10D3CEF_label_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_93CB0F6AB285DDA2D39A8D82A10D3CEF" 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_93CB0F6AB285DDA2D39A8D82A10D3CEF_documentation_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_93CB0F6AB285DDA2D39A8D82A10D3CEF" 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-20190331.xsd#glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues" xlink:label="loc_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_93CB0F6AB285DDA2D39A8D82A10D3CEF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_93CB0F6AB285DDA2D39A8D82A10D3CEF" xlink:to="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_93CB0F6AB285DDA2D39A8D82A10D3CEF" xlink:type="arc" />
    <link:label id="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_C9FA2473D21C9E9D37DB8D82A10DAABF_terseLabel_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_C9FA2473D21C9E9D37DB8D82A10DAABF" 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_C9FA2473D21C9E9D37DB8D82A10DAABF_label_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_C9FA2473D21C9E9D37DB8D82A10DAABF" 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_C9FA2473D21C9E9D37DB8D82A10DAABF_documentation_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_C9FA2473D21C9E9D37DB8D82A10DAABF" 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>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease" xlink:label="loc_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_C9FA2473D21C9E9D37DB8D82A10DAABF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_C9FA2473D21C9E9D37DB8D82A10DAABF" xlink:to="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_C9FA2473D21C9E9D37DB8D82A10DAABF" xlink:type="arc" />
    <link:label id="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F_verboseLabel_en-US" xlink:label="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F" 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>
    <link:label id="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F_label_en-US" xlink:label="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessor leasing arrangements, term of contract including all reasonably assured renewal periods</link:label>
    <link:label id="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F_documentation_en-US" xlink:label="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Term of the lessor's leasing arrangement, including all reasonably assured renewal periods in 'PnYnMnDTnHnMnS' format, for example, 'P1Y5M13D' represents the reported fact of one year, five months, and thirteen days.</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods" xlink:label="loc_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F" xlink:to="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_BD5919D1FF5470E0902F8D82A10D030F" xlink:type="arc" />
    <link:label id="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9_terseLabel_en-US" xlink:label="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of casino properties company has financial interests in</link:label>
    <link:label id="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9_label_en-US" xlink:label="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Real Estate Properties, Financial Interests</link:label>
    <link:label id="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9_documentation_en-US" xlink:label="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number Of Real Estate Properties, Financial Interests</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_NumberOfRealEstatePropertiesFinancialInterests" xlink:label="loc_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9" xlink:to="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_10DF73332BA967CD2F388D82A10D73B9" xlink:type="arc" />
    <link:label id="lab_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F_terseLabel_en-US" xlink:label="lab_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gaming Taxes</link:label>
    <link:label id="lab_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F_label_en-US" xlink:label="lab_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Gaming Taxes</link:label>
    <link:label id="lab_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F_documentation_en-US" xlink:label="lab_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Gaming Taxes</link:label>
    <link:loc xlink:href="glpi-20190331.xsd#glpi_GamingTaxes" xlink:label="loc_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F" xlink:to="lab_glpi_GamingTaxes_480BE55A170CEC01A7D78D82A10E955F" xlink:type="arc" />
    <link:label id="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_F2E89755A42C18F6D32A55EE75E317C4_terseLabel_en-US" xlink:label="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_F2E89755A42C18F6D32A55EE75E317C4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Shareholders' Equity</link:label>
    <link:label id="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_F2E89755A42C18F6D32A55EE75E317C4_label_en-US" xlink:label="lab_us-gaap_StockholdersEquityNoteDisclosureTextBlock_F2E89755A42C18F6D32A55EE75E317C4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Stockholders' Equity Note Disclosure [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StockholdersEquityNoteDisclosureTextBlock" xlink:label="loc_us-gaap_StockholdersEquityNoteDisclosureTextBlock_F2E89755A42C18F6D32A55EE75E317C4" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LesseeFinanceLeaseTermOfContract1_FBF988C6855D7256975078A100AD8FFC_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeFinanceLeaseTermOfContract1_FBF988C6855D7256975078A100AD8FFC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, finance lease, term of contract</link:label>
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    <link:label id="lab_glpi_InterestRatePeriodAxis_CE21BB4679CBDCB1A7E55A8A267935DE_documentation_en-US" xlink:label="lab_glpi_InterestRatePeriodAxis_CE21BB4679CBDCB1A7E55A8A267935DE" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Interest Rate Period [Axis]</link:label>
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    <link:label id="lab_glpi_InterestRatePeriodDomain_9625CABF6B730A9F033E5A8A267AAE14_label_en-US" xlink:label="lab_glpi_InterestRatePeriodDomain_9625CABF6B730A9F033E5A8A267AAE14" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Interest Rate Period [Domain]</link:label>
    <link:label id="lab_glpi_InterestRatePeriodDomain_9625CABF6B730A9F033E5A8A267AAE14_documentation_en-US" xlink:label="lab_glpi_InterestRatePeriodDomain_9625CABF6B730A9F033E5A8A267AAE14" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">[Domain] for Interest Rate Period [Axis]</link:label>
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    <link:label id="lab_glpi_InterestRatePeriodOneMember_2F59571462F0C930E4745A8A267A8755_terseLabel_en-US" xlink:label="lab_glpi_InterestRatePeriodOneMember_2F59571462F0C930E4745A8A267A8755" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Until one-year anniversary</link:label>
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    <link:label id="lab_glpi_InterestRatePeriodOneMember_2F59571462F0C930E4745A8A267A8755_documentation_en-US" xlink:label="lab_glpi_InterestRatePeriodOneMember_2F59571462F0C930E4745A8A267A8755" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Interest Rate, Period One [Member]</link:label>
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    <link:label id="lab_glpi_InterestRatePeriodTwoMember_29DC9BA181A409D050A75A8A267B35B4_terseLabel_en-US" xlink:label="lab_glpi_InterestRatePeriodTwoMember_29DC9BA181A409D050A75A8A267B35B4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Until maturity</link:label>
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    <link:label id="lab_us-gaap_SecuredDebtMember_FE58D3D7FF28100FB3385A8A267EDCA1_terseLabel_en-US" xlink:label="lab_us-gaap_SecuredDebtMember_FE58D3D7FF28100FB3385A8A267EDCA1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Secured Debt</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountsNotesAndLoansReceivableLineItems" xlink:label="loc_us-gaap_AccountsNotesAndLoansReceivableLineItems_2566B7AFF907331C8CB05A8A268A0430" xlink:type="locator" />
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    <link:label id="lab_us-gaap_IncomeTaxesPaidNet_3FE37957F7E3F1A3626F693BE0145B79_terseLabel_en-US" xlink:label="lab_us-gaap_IncomeTaxesPaidNet_3FE37957F7E3F1A3626F693BE0145B79" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cash paid for income taxes, net of refunds received</link:label>
    <link:label id="lab_us-gaap_IncomeTaxesPaidNet_3FE37957F7E3F1A3626F693BE0145B79_label_en-US" xlink:label="lab_us-gaap_IncomeTaxesPaidNet_3FE37957F7E3F1A3626F693BE0145B79" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Income Taxes Paid, Net</link:label>
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    <link:label id="lab_us-gaap_LesseeLeaseDescriptionTable_2E12D25366A9DE12B4D58D4B8B3F2DC3_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeLeaseDescriptionTable_2E12D25366A9DE12B4D58D4B8B3F2DC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, Lease, Description [Table]</link:label>
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    <link:label id="lab_glpi_OperatingLeaseRightofUseAssetsExcludingLandRightsMember_AD4BD6303D6A55EE17BC8D4B8B40AEC2_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseRightofUseAssetsExcludingLandRightsMember_AD4BD6303D6A55EE17BC8D4B8B40AEC2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Right-of use assets - operating leases</link:label>
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