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    <link:label id="lab_us-gaap_CostOfGoodsAndServicesSold_66D233375A978EF6C065D6479188E221_label_en-US" xlink:label="lab_us-gaap_CostOfGoodsAndServicesSold_66D233375A978EF6C065D6479188E221" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cost of Goods and Services Sold</link:label>
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    <link:label id="lab_glpi_LandRightsandGroundLeaseExpense_2DEB037568FE9D9E0715D61E10DC5514_terseLabel_en-US" xlink:label="lab_glpi_LandRightsandGroundLeaseExpense_2DEB037568FE9D9E0715D61E10DC5514" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land rights and ground lease expense</link:label>
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    <link:label id="lab_glpi_LandRightsandGroundLeaseExpense_2DEB037568FE9D9E0715D61E10DC5514_documentation_en-US" xlink:label="lab_glpi_LandRightsandGroundLeaseExpense_2DEB037568FE9D9E0715D61E10DC5514" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of expense incurred and related to the amortization of land rights and ground lease rent.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_LandRightsandGroundLeaseExpense" xlink:label="loc_glpi_LandRightsandGroundLeaseExpense_2DEB037568FE9D9E0715D61E10DC5514" xlink:type="locator" />
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    <link:label id="lab_us-gaap_GeneralAndAdministrativeExpense_6137F37B47615325ABE8D61E10DDEB58_terseLabel_en-US" xlink:label="lab_us-gaap_GeneralAndAdministrativeExpense_6137F37B47615325ABE8D61E10DDEB58" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">General and administrative</link:label>
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    <link:label id="lab_us-gaap_OperatingExpenses_2F46F8BB2B75744C30A7D61E10DD131A_totalLabel_en-US" xlink:label="lab_us-gaap_OperatingExpenses_2F46F8BB2B75744C30A7D61E10DD131A" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total operating expenses</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DepreciationDepletionAndAmortization" xlink:label="loc_us-gaap_DepreciationDepletionAndAmortization_1BB383A6E86ED5CB213FEED8C57047CC" xlink:type="locator" />
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    <link:label id="lab_glpi_InterestIncomePaidinkind_41701CF87F10B646ECA9EED8C570DEF8_documentation_en-US" xlink:label="lab_glpi_InterestIncomePaidinkind_41701CF87F10B646ECA9EED8C570DEF8" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Interest income, paid-in-kind. As a noncash item, it is subtracted from net income when calculating cash provided by or used in operations using the indirect method.</link:label>
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    <link:label id="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_E75C7F3A96F385E6F446EED8C571BC6A_terseLabel_en-US" xlink:label="lab_us-gaap_DeferredIncomeTaxExpenseBenefit_E75C7F3A96F385E6F446EED8C571BC6A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Deferred income taxes</link:label>
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    <link:label id="lab_us-gaap_IncreaseDecreaseInPropertyAndOtherTaxesPayable_101030A9D0A964555544EED8C5740CE5_terseLabel_en-US" xlink:label="lab_us-gaap_IncreaseDecreaseInPropertyAndOtherTaxesPayable_101030A9D0A964555544EED8C5740CE5" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Gaming, property and other taxes</link:label>
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    <link:label id="lab_glpi_CasinoQueenLeaseMember_A187F63FB144CC1965F4D03F3CD15B3D_terseLabel_en-US" xlink:label="lab_glpi_CasinoQueenLeaseMember_A187F63FB144CC1965F4D03F3CD15B3D" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Casino Queen Lease</link:label>
    <link:label id="lab_glpi_CasinoQueenLeaseMember_A187F63FB144CC1965F4D03F3CD15B3D_label_en-US" xlink:label="lab_glpi_CasinoQueenLeaseMember_A187F63FB144CC1965F4D03F3CD15B3D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Casino Queen Lease [Member]</link:label>
    <link:label id="lab_glpi_CasinoQueenLeaseMember_A187F63FB144CC1965F4D03F3CD15B3D_documentation_en-US" xlink:label="lab_glpi_CasinoQueenLeaseMember_A187F63FB144CC1965F4D03F3CD15B3D" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Casino Queen Lease</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_CasinoQueenLeaseMember" xlink:label="loc_glpi_CasinoQueenLeaseMember_A187F63FB144CC1965F4D03F3CD15B3D" xlink:type="locator" />
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    <link:label id="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_7DAD7295AE7EF0BC7157D03F3CD18FE4_terseLabel_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_7DAD7295AE7EF0BC7157D03F3CD18FE4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Penn National Gaming, Inc. Meadows Lease</link:label>
    <link:label id="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_7DAD7295AE7EF0BC7157D03F3CD18FE4_label_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_7DAD7295AE7EF0BC7157D03F3CD18FE4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Penn National Gaming, Inc. Meadows Lease [Member]</link:label>
    <link:label id="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_7DAD7295AE7EF0BC7157D03F3CD18FE4_documentation_en-US" xlink:label="lab_glpi_PennNationalGamingInc.MeadowsLeaseMember_7DAD7295AE7EF0BC7157D03F3CD18FE4" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Penn National Gaming, Inc. Meadows Lease</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_PennNationalGamingInc.MeadowsLeaseMember" xlink:label="loc_glpi_PennNationalGamingInc.MeadowsLeaseMember_7DAD7295AE7EF0BC7157D03F3CD18FE4" xlink:type="locator" />
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    <link:label id="lab_srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_3D3DFE934EAF3D9B56EBD03F3CD15C45_terseLabel_en-US" xlink:label="lab_srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_3D3DFE934EAF3D9B56EBD03F3CD15C45" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Name of Property [Axis]</link:label>
    <link:label id="lab_srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_3D3DFE934EAF3D9B56EBD03F3CD15C45_label_en-US" xlink:label="lab_srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_3D3DFE934EAF3D9B56EBD03F3CD15C45" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Name of Property [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis" xlink:label="loc_srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_3D3DFE934EAF3D9B56EBD03F3CD15C45" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_3D3DFE934EAF3D9B56EBD03F3CD15C45" xlink:to="lab_srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_3D3DFE934EAF3D9B56EBD03F3CD15C45" xlink:type="arc" />
    <link:label id="lab_srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_E4B5BF74AE4253DCDE0CD03F3CD1D1B0_terseLabel_en-US" xlink:label="lab_srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_E4B5BF74AE4253DCDE0CD03F3CD1D1B0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Name of Property [Domain]</link:label>
    <link:label id="lab_srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_E4B5BF74AE4253DCDE0CD03F3CD1D1B0_label_en-US" xlink:label="lab_srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_E4B5BF74AE4253DCDE0CD03F3CD1D1B0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Name of Property [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/srt/2019/elts/srt-2019-01-31.xsd#srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain" xlink:label="loc_srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_E4B5BF74AE4253DCDE0CD03F3CD1D1B0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_E4B5BF74AE4253DCDE0CD03F3CD1D1B0" xlink:to="lab_srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_E4B5BF74AE4253DCDE0CD03F3CD1D1B0" xlink:type="arc" />
    <link:label id="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6044AD0A524561B892B9D03F3CD2FF51_terseLabel_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6044AD0A524561B892B9D03F3CD2FF51" 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_6044AD0A524561B892B9D03F3CD2FF51_label_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6044AD0A524561B892B9D03F3CD2FF51" 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_6044AD0A524561B892B9D03F3CD2FF51_documentation_en-US" xlink:label="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6044AD0A524561B892B9D03F3CD2FF51" 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-20190930.xsd#glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember" xlink:label="loc_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6044AD0A524561B892B9D03F3CD2FF51" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6044AD0A524561B892B9D03F3CD2FF51" xlink:to="lab_glpi_HollywoodCasinoColumbusAndHollywoodCasinoToledoMember_6044AD0A524561B892B9D03F3CD2FF51" xlink:type="arc" />
    <link:label id="lab_us-gaap_DisaggregationOfRevenueLineItems_0FF717B4267E202B2337D03F3CD2FD08_terseLabel_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_0FF717B4267E202B2337D03F3CD2FD08" 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_0FF717B4267E202B2337D03F3CD2FD08_label_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_0FF717B4267E202B2337D03F3CD2FD08" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disaggregation of Revenue [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DisaggregationOfRevenueLineItems" xlink:label="loc_us-gaap_DisaggregationOfRevenueLineItems_0FF717B4267E202B2337D03F3CD2FD08" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DisaggregationOfRevenueLineItems_0FF717B4267E202B2337D03F3CD2FD08" xlink:to="lab_us-gaap_DisaggregationOfRevenueLineItems_0FF717B4267E202B2337D03F3CD2FD08" xlink:type="arc" />
    <link:label id="lab_us-gaap_NumberOfRealEstateProperties_322AB6AFCD4F546E59F2D03F3CD20589_verboseLabel_en-US" xlink:label="lab_us-gaap_NumberOfRealEstateProperties_322AB6AFCD4F546E59F2D03F3CD20589" 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_322AB6AFCD4F546E59F2D03F3CD20589_label_en-US" xlink:label="lab_us-gaap_NumberOfRealEstateProperties_322AB6AFCD4F546E59F2D03F3CD20589" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NumberOfRealEstateProperties" xlink:label="loc_us-gaap_NumberOfRealEstateProperties_322AB6AFCD4F546E59F2D03F3CD20589" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfRealEstateProperties_322AB6AFCD4F546E59F2D03F3CD20589" xlink:to="lab_us-gaap_NumberOfRealEstateProperties_322AB6AFCD4F546E59F2D03F3CD20589" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasesannualrentalescalationpercentage_FB63BA5EE9F63BBBCE67D03F3CD21CB7_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_FB63BA5EE9F63BBBCE67D03F3CD21CB7" 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_FB63BA5EE9F63BBBCE67D03F3CD21CB7_label_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_FB63BA5EE9F63BBBCE67D03F3CD21CB7" 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_FB63BA5EE9F63BBBCE67D03F3CD21CB7_documentation_en-US" xlink:label="lab_glpi_Operatingleasesannualrentalescalationpercentage_FB63BA5EE9F63BBBCE67D03F3CD21CB7" 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-20190930.xsd#glpi_Operatingleasesannualrentalescalationpercentage" xlink:label="loc_glpi_Operatingleasesannualrentalescalationpercentage_FB63BA5EE9F63BBBCE67D03F3CD21CB7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasesannualrentalescalationpercentage_FB63BA5EE9F63BBBCE67D03F3CD21CB7" xlink:to="lab_glpi_Operatingleasesannualrentalescalationpercentage_FB63BA5EE9F63BBBCE67D03F3CD21CB7" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_3B52BF56F1038431744FD03F3CD3E05B_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_3B52BF56F1038431744FD03F3CD3E05B" 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_3B52BF56F1038431744FD03F3CD3E05B_label_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_3B52BF56F1038431744FD03F3CD3E05B" 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_3B52BF56F1038431744FD03F3CD3E05B_documentation_en-US" xlink:label="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_3B52BF56F1038431744FD03F3CD3E05B" 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-20190930.xsd#glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted" xlink:label="loc_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_3B52BF56F1038431744FD03F3CD3E05B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_3B52BF56F1038431744FD03F3CD3E05B" xlink:to="lab_glpi_Operatingleasesfrequencythepropertyperformancebasedrentstructureisadjusted_3B52BF56F1038431744FD03F3CD3E05B" xlink:type="arc" />
    <link:label id="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_7BC7582A56A16F68B7F6D03F3CD3E4CF_terseLabel_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_7BC7582A56A16F68B7F6D03F3CD3E4CF" 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_7BC7582A56A16F68B7F6D03F3CD3E4CF_label_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_7BC7582A56A16F68B7F6D03F3CD3E4CF" 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_7BC7582A56A16F68B7F6D03F3CD3E4CF_documentation_en-US" xlink:label="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_7BC7582A56A16F68B7F6D03F3CD3E4CF" 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-20190930.xsd#glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease" xlink:label="loc_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_7BC7582A56A16F68B7F6D03F3CD3E4CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_7BC7582A56A16F68B7F6D03F3CD3E4CF" xlink:to="lab_glpi_Operatingleasespercentoftheaveragenetrevenuesofpropertysusedtocalculaterentincrease_7BC7582A56A16F68B7F6D03F3CD3E4CF" xlink:type="arc" />
    <link:label id="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_386CE52834A51D842E23D03F3CD390DB_terseLabel_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_386CE52834A51D842E23D03F3CD390DB" 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_386CE52834A51D842E23D03F3CD390DB_label_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_386CE52834A51D842E23D03F3CD390DB" 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_386CE52834A51D842E23D03F3CD390DB_documentation_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_386CE52834A51D842E23D03F3CD390DB" 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-20190930.xsd#glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues" xlink:label="loc_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_386CE52834A51D842E23D03F3CD390DB" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_386CE52834A51D842E23D03F3CD390DB" xlink:to="lab_glpi_LessorLeasingArrangementsPeriodUsedinCalculationofAverageNetRevenues_386CE52834A51D842E23D03F3CD390DB" xlink:type="arc" />
    <link:label id="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_E6E585FC8C040A9C6471D03F3CD3F205_terseLabel_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_E6E585FC8C040A9C6471D03F3CD3F205" 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_E6E585FC8C040A9C6471D03F3CD3F205_label_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_E6E585FC8C040A9C6471D03F3CD3F205" 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_E6E585FC8C040A9C6471D03F3CD3F205_documentation_en-US" xlink:label="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_E6E585FC8C040A9C6471D03F3CD3F205" 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-20190930.xsd#glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease" xlink:label="loc_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_E6E585FC8C040A9C6471D03F3CD3F205" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_E6E585FC8C040A9C6471D03F3CD3F205" xlink:to="lab_glpi_PercentageoftheChangeinNetRevenuesfromthePrecedingMonthUsedToComputeMonthlyRentPaymentsUnderPennMasterLease_E6E585FC8C040A9C6471D03F3CD3F205" xlink:type="arc" />
    <link:label id="lab_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9_terseLabel_en-US" xlink:label="lab_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of miles</link:label>
    <link:label id="lab_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9_label_en-US" xlink:label="lab_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number Of Miles</link:label>
    <link:label id="lab_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9_documentation_en-US" xlink:label="lab_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Number Of Miles</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_NumberOfMiles" xlink:label="loc_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9" xlink:to="lab_glpi_NumberOfMiles_3F44B8D85F1DBCFE9DE8D03F3CD35DA9" xlink:type="arc" />
    <link:label id="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_7F6064C9EC347131BA95D03F3CD4F94C_verboseLabel_en-US" xlink:label="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_7F6064C9EC347131BA95D03F3CD4F94C" 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_7F6064C9EC347131BA95D03F3CD4F94C_label_en-US" xlink:label="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_7F6064C9EC347131BA95D03F3CD4F94C" 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_7F6064C9EC347131BA95D03F3CD4F94C_documentation_en-US" xlink:label="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_7F6064C9EC347131BA95D03F3CD4F94C" 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-20190930.xsd#glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods" xlink:label="loc_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_7F6064C9EC347131BA95D03F3CD4F94C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_7F6064C9EC347131BA95D03F3CD4F94C" xlink:to="lab_glpi_Lessorleasingarrangementstermofcontractincludingallreasonablyassuredrenewalperiods_7F6064C9EC347131BA95D03F3CD4F94C" xlink:type="arc" />
    <link:label id="lab_us-gaap_LessorOperatingLeaseTermOfContract_95CAACC1D15886DE2F1CD03F3CD4AC5A_terseLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseTermOfContract_95CAACC1D15886DE2F1CD03F3CD4AC5A" 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_95CAACC1D15886DE2F1CD03F3CD4AC5A_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseTermOfContract_95CAACC1D15886DE2F1CD03F3CD4AC5A" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LessorOperatingLeaseTermOfContract" xlink:label="loc_us-gaap_LessorOperatingLeaseTermOfContract_95CAACC1D15886DE2F1CD03F3CD4AC5A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeaseTermOfContract_95CAACC1D15886DE2F1CD03F3CD4AC5A" xlink:to="lab_us-gaap_LessorOperatingLeaseTermOfContract_95CAACC1D15886DE2F1CD03F3CD4AC5A" xlink:type="arc" />
    <link:label id="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_534AF81B4E300C014622D03F3CD48B77_terseLabel_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_534AF81B4E300C014622D03F3CD48B77" 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_534AF81B4E300C014622D03F3CD48B77_label_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_534AF81B4E300C014622D03F3CD48B77" 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_534AF81B4E300C014622D03F3CD48B77_documentation_en-US" xlink:label="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_534AF81B4E300C014622D03F3CD48B77" 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-20190930.xsd#glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions" xlink:label="loc_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_534AF81B4E300C014622D03F3CD48B77" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_534AF81B4E300C014622D03F3CD48B77" xlink:to="lab_glpi_LessorLeasingArrangementsOperatingLeasesNumberOfRenewalOptions_534AF81B4E300C014622D03F3CD48B77" xlink:type="arc" />
    <link:label id="lab_us-gaap_LessorOperatingLeaseRenewalTerm_3E7E189EA7AC5079180BD03F3CD43124_terseLabel_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseRenewalTerm_3E7E189EA7AC5079180BD03F3CD43124" 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_3E7E189EA7AC5079180BD03F3CD43124_label_en-US" xlink:label="lab_us-gaap_LessorOperatingLeaseRenewalTerm_3E7E189EA7AC5079180BD03F3CD43124" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LessorOperatingLeaseRenewalTerm" xlink:label="loc_us-gaap_LessorOperatingLeaseRenewalTerm_3E7E189EA7AC5079180BD03F3CD43124" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LessorOperatingLeaseRenewalTerm_3E7E189EA7AC5079180BD03F3CD43124" xlink:to="lab_us-gaap_LessorOperatingLeaseRenewalTerm_3E7E189EA7AC5079180BD03F3CD43124" xlink:type="arc" />
    <link:label id="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_79222E1437309BA00133D03F3CD57DD9_terseLabel_en-US" xlink:label="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_79222E1437309BA00133D03F3CD57DD9" 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_79222E1437309BA00133D03F3CD57DD9_label_en-US" xlink:label="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_79222E1437309BA00133D03F3CD57DD9" 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_79222E1437309BA00133D03F3CD57DD9_documentation_en-US" xlink:label="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_79222E1437309BA00133D03F3CD57DD9" 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-20190930.xsd#glpi_NumberOfRealEstatePropertiesFinancialInterests" xlink:label="loc_glpi_NumberOfRealEstatePropertiesFinancialInterests_79222E1437309BA00133D03F3CD57DD9" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_NumberOfRealEstatePropertiesFinancialInterests_79222E1437309BA00133D03F3CD57DD9" xlink:to="lab_glpi_NumberOfRealEstatePropertiesFinancialInterests_79222E1437309BA00133D03F3CD57DD9" xlink:type="arc" />
    <link:label id="lab_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_A39A6D79DAE425CEC2D6533AFB5536A4_terseLabel_en-US" xlink:label="lab_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_DF0B016F195159889626FA26FA1E56CF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Components of the Company's Right-of Use Assets and Land Rights, Net</link:label>
    <link:label id="lab_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_A39A6D79DAE425CEC2D6533AFB5536A4_label_en-US" xlink:label="lab_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_DF0B016F195159889626FA26FA1E56CF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Right-Of-Use Asset And Land Rights [Table Text Block]</link:label>
    <link:label id="lab_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_A39A6D79DAE425CEC2D6533AFB5536A4_documentation_en-US" xlink:label="lab_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_DF0B016F195159889626FA26FA1E56CF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Right-Of-Use Asset And Land Rights [Table Text Block]</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock" xlink:label="loc_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_DF0B016F195159889626FA26FA1E56CF" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_DF0B016F195159889626FA26FA1E56CF" xlink:to="lab_glpi_LesseeOperatingLeaseRightOfUseAssetAndLandRightsTableTextBlock_DF0B016F195159889626FA26FA1E56CF" xlink:type="arc" />
    <link:label id="lab_glpi_ScheduleofLandRightsNetTableTextBlock_15BCDAE84BFAAAEDE383533AFB55E7E7_terseLabel_en-US" xlink:label="lab_glpi_ScheduleofLandRightsNetTableTextBlock_DAA91097C54D5482A81F09C1A87BC623" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Land Rights, Net</link:label>
    <link:label id="lab_glpi_ScheduleofLandRightsNetTableTextBlock_15BCDAE84BFAAAEDE383533AFB55E7E7_label_en-US" xlink:label="lab_glpi_ScheduleofLandRightsNetTableTextBlock_DAA91097C54D5482A81F09C1A87BC623" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Land Rights, Net [Table Text Block]</link:label>
    <link:label id="lab_glpi_ScheduleofLandRightsNetTableTextBlock_15BCDAE84BFAAAEDE383533AFB55E7E7_documentation_en-US" xlink:label="lab_glpi_ScheduleofLandRightsNetTableTextBlock_DAA91097C54D5482A81F09C1A87BC623" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Schedule of Land Rights, Net [Table Text Block]</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_ScheduleofLandRightsNetTableTextBlock" xlink:label="loc_glpi_ScheduleofLandRightsNetTableTextBlock_DAA91097C54D5482A81F09C1A87BC623" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_ScheduleofLandRightsNetTableTextBlock_DAA91097C54D5482A81F09C1A87BC623" xlink:to="lab_glpi_ScheduleofLandRightsNetTableTextBlock_DAA91097C54D5482A81F09C1A87BC623" xlink:type="arc" />
    <link:label id="lab_us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock_C2664B99779687A492DE533AFB55DFE6_terseLabel_en-US" xlink:label="lab_us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock_935C98BD4FD65D23947CA7C5F504AA3E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Finite-Lived Intangible Assets, Future Amortization Expense</link:label>
    <link:label id="lab_us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock_C2664B99779687A492DE533AFB55DFE6_label_en-US" xlink:label="lab_us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock_935C98BD4FD65D23947CA7C5F504AA3E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Finite-Lived Intangible Assets, Future Amortization Expense [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock" xlink:label="loc_us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock_935C98BD4FD65D23947CA7C5F504AA3E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock_935C98BD4FD65D23947CA7C5F504AA3E" xlink:to="lab_us-gaap_ScheduleofFiniteLivedIntangibleAssetsFutureAmortizationExpenseTableTextBlock_935C98BD4FD65D23947CA7C5F504AA3E" xlink:type="arc" />
    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_79E1C81E52A29C651518533AFB55038D_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_207C52577E695543A4EED05D42D70872" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Liability, Maturity</link:label>
    <link:label id="lab_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_79E1C81E52A29C651518533AFB55038D_label_en-US" xlink:label="lab_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_207C52577E695543A4EED05D42D70872" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Operating Lease, Liability, Maturity [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock" xlink:label="loc_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_207C52577E695543A4EED05D42D70872" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_207C52577E695543A4EED05D42D70872" xlink:to="lab_us-gaap_LesseeOperatingLeaseLiabilityMaturityTableTextBlock_207C52577E695543A4EED05D42D70872" xlink:type="arc" />
    <link:label id="lab_us-gaap_LeaseCostTableTextBlock_B04DF18A0B9222C00272533AFB55A4E1_terseLabel_en-US" xlink:label="lab_us-gaap_LeaseCostTableTextBlock_E95D1FA7AA5555AC9F7B3D8648ACF278" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Components of Lease Expense</link:label>
    <link:label id="lab_us-gaap_LeaseCostTableTextBlock_B04DF18A0B9222C00272533AFB55A4E1_label_en-US" xlink:label="lab_us-gaap_LeaseCostTableTextBlock_E95D1FA7AA5555AC9F7B3D8648ACF278" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lease, Cost [Table Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LeaseCostTableTextBlock" xlink:label="loc_us-gaap_LeaseCostTableTextBlock_E95D1FA7AA5555AC9F7B3D8648ACF278" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LeaseCostTableTextBlock_E95D1FA7AA5555AC9F7B3D8648ACF278" xlink:to="lab_us-gaap_LeaseCostTableTextBlock_E95D1FA7AA5555AC9F7B3D8648ACF278" xlink:type="arc" />
    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_8EADF907F0A681695C3A533AFB017204_terseLabel_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_6FD11BB7DC5856C2B1CB30D4C6A1D819" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of estimated fair values of financial instruments</link:label>
    <link:label id="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_8EADF907F0A681695C3A533AFB017204_label_en-US" xlink:label="lab_us-gaap_FairValueByBalanceSheetGroupingTextBlock_6FD11BB7DC5856C2B1CB30D4C6A1D819" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Fair Value, by Balance Sheet Grouping [Table Text Block]</link:label>
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    <link:label id="lab_us-gaap_SegmentReportingDisclosureTextBlock_5FD682D5FE85FCFCEF94533AFA9A04F1_label_en-US" xlink:label="lab_us-gaap_SegmentReportingDisclosureTextBlock_2DB32F53915A5344A850DF685036D32B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Segment Reporting Disclosure [Text Block]</link:label>
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    <link:label id="lab_us-gaap_NatureOfOperations_C31B450050C0C6F12D80533AFBA41BD1_label_en-US" xlink:label="lab_us-gaap_NatureOfOperations_CB9AFA68ABF85821A6B73373EDF9FE2E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Nature of Operations [Text Block]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NatureOfOperations" xlink:label="loc_us-gaap_NatureOfOperations_CB9AFA68ABF85821A6B73373EDF9FE2E" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LesseeFinanceLeaseTermOfContract1_2E3C9AD80A13375969CD533AFB081624_terseLabel_en-US" xlink:label="lab_us-gaap_LesseeFinanceLeaseTermOfContract1_541D785939D35E329E3B8C2F484726F7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Lessee, finance lease, term of contract</link:label>
    <link:label id="lab_us-gaap_LesseeFinanceLeaseTermOfContract1_2E3C9AD80A13375969CD533AFB081624_label_en-US" xlink:label="lab_us-gaap_LesseeFinanceLeaseTermOfContract1_541D785939D35E329E3B8C2F484726F7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Lessee, Finance Lease, Term of Contract</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LesseeFinanceLeaseTermOfContract1" xlink:label="loc_us-gaap_LesseeFinanceLeaseTermOfContract1_541D785939D35E329E3B8C2F484726F7" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract" xlink:label="loc_us-gaap_NewAccountingPronouncementsAndChangesInAccountingPrinciplesAbstract_F849D2C01D5D557699226A768F92EBD1" xlink:type="locator" />
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    <link:label id="lab_us-gaap_DebtInstrumentTable_53B14251645353AFF7D5ABC1BE6DEC82_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentTable_53B14251645353AFF7D5ABC1BE6DEC82" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Schedule of Long-term Debt Instruments [Table]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentTable_53B14251645353AFF7D5ABC1BE6DEC82_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentTable_53B14251645353AFF7D5ABC1BE6DEC82" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Schedule of Long-term Debt Instruments [Table]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentTable" xlink:label="loc_us-gaap_DebtInstrumentTable_53B14251645353AFF7D5ABC1BE6DEC82" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CreditFacilityAxis_405EF666C286718ED1F7ABC1BE6D02A8_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_405EF666C286718ED1F7ABC1BE6D02A8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityAxis_405EF666C286718ED1F7ABC1BE6D02A8_label_en-US" xlink:label="lab_us-gaap_CreditFacilityAxis_405EF666C286718ED1F7ABC1BE6D02A8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:label="loc_us-gaap_CreditFacilityAxis_405EF666C286718ED1F7ABC1BE6D02A8" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CreditFacilityDomain_2F2C1C21C279C0FC4616ABC1BE6D598C_terseLabel_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_2F2C1C21C279C0FC4616ABC1BE6D598C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:label id="lab_us-gaap_CreditFacilityDomain_2F2C1C21C279C0FC4616ABC1BE6D598C_label_en-US" xlink:label="lab_us-gaap_CreditFacilityDomain_2F2C1C21C279C0FC4616ABC1BE6D598C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Credit Facility [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:label="loc_us-gaap_CreditFacilityDomain_2F2C1C21C279C0FC4616ABC1BE6D598C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CreditFacilityDomain_2F2C1C21C279C0FC4616ABC1BE6D598C" xlink:to="lab_us-gaap_CreditFacilityDomain_2F2C1C21C279C0FC4616ABC1BE6D598C" xlink:type="arc" />
    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_7F0929AE1A9F5492EE38ABC1BE6E2830_terseLabel_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_7F0929AE1A9F5492EE38ABC1BE6E2830" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured $1,175 million revolver</link:label>
    <link:label id="lab_us-gaap_RevolvingCreditFacilityMember_7F0929AE1A9F5492EE38ABC1BE6E2830_label_en-US" xlink:label="lab_us-gaap_RevolvingCreditFacilityMember_7F0929AE1A9F5492EE38ABC1BE6E2830" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Revolving Credit Facility [Member]</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentAxis_C0318CE2AEA1D0BC7CBAABC1BE6F7717_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentAxis_C0318CE2AEA1D0BC7CBAABC1BE6F7717" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Axis]</link:label>
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    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_A431A5988FBA8E21B44FABC1BE6F2D6C_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_A431A5988FBA8E21B44FABC1BE6F2D6C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentNameDomain_A431A5988FBA8E21B44FABC1BE6F2D6C_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentNameDomain_A431A5988FBA8E21B44FABC1BE6F2D6C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument, Name [Domain]</link:label>
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    <link:label id="lab_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3_terseLabel_en-US" xlink:label="lab_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Unsecured term loan A-1</link:label>
    <link:label id="lab_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3_label_en-US" xlink:label="lab_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Term Loan A - 1 Facility [Member]</link:label>
    <link:label id="lab_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3_documentation_en-US" xlink:label="lab_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Contractual agreement to borrow up to $825 million under a term loan.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_TermLoanA1FacilityMember" xlink:label="loc_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3" xlink:to="lab_glpi_TermLoanA1FacilityMember_01BD0E84285BE3688BEAABC1BE706DF3" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_9D8C35992A0C58C1346FABC1BE7017D2_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_9D8C35992A0C58C1346FABC1BE7017D2" 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>
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    <link:label id="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_9D8C35992A0C58C1346FABC1BE7017D2_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.875PercentDue2020Member_9D8C35992A0C58C1346FABC1BE7017D2" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A contractual arrangement to borrow and repay an amount under the senior unsecured notes at an interest rate of 4.875 percent, maturing in 2020.</link:label>
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    <link:label id="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">$400 million 4.375% senior unsecured notes due April 2021</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 4.375 Percent Due 2021 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">A contractual arrangement to borrow and repay an amount under the senior unsecured notes at an interest rate of 4.375 percent, maturing in 2021.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_SeniorUnsecuredNotes4.375PercentDue2021Member" xlink:label="loc_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7" xlink:to="lab_glpi_SeniorUnsecuredNotes4.375PercentDue2021Member_F6A8221B9BF417557950ABC1BE705FB7" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C_verboseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">$500 million 5.375% senior unsecured notes due November 2023</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 5.375 Percent Due 2023 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C" 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-20190930.xsd#glpi_SeniorUnsecuredNotes5.375PercentDue2023Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C" xlink:to="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2023Member_D47F55F4D7CDE723020CABC1BE71F27C" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$400 million 3.35% senior unsecured notes due September 2024</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 3.35 Percent Due 2024 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4" 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 3.35 percent, maturing in 2024.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_SeniorUnsecuredNotes3.35PercentDue2024Member" xlink:label="loc_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4" xlink:to="lab_glpi_SeniorUnsecuredNotes3.35PercentDue2024Member_F2A1DB689E6FBD871BB9ABC1BE7112A4" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_3F60BD2316E4CCFD06ECABC1BE72D2F6_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_3F60BD2316E4CCFD06ECABC1BE72D2F6" 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_3F60BD2316E4CCFD06ECABC1BE72D2F6_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_3F60BD2316E4CCFD06ECABC1BE72D2F6" 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_3F60BD2316E4CCFD06ECABC1BE72D2F6_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_3F60BD2316E4CCFD06ECABC1BE72D2F6" 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-20190930.xsd#glpi_SeniorUnsecuredNotes5.250PercentDue2025Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_3F60BD2316E4CCFD06ECABC1BE72D2F6" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_3F60BD2316E4CCFD06ECABC1BE72D2F6" xlink:to="lab_glpi_SeniorUnsecuredNotes5.250PercentDue2025Member_3F60BD2316E4CCFD06ECABC1BE72D2F6" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_D10E5227C4E50F3C5D4FABC1BE725246_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_D10E5227C4E50F3C5D4FABC1BE725246" 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_D10E5227C4E50F3C5D4FABC1BE725246_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_D10E5227C4E50F3C5D4FABC1BE725246" 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_D10E5227C4E50F3C5D4FABC1BE725246_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_D10E5227C4E50F3C5D4FABC1BE725246" 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-20190930.xsd#glpi_SeniorUnsecuredNotes5.375PercentDue2026Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_D10E5227C4E50F3C5D4FABC1BE725246" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_D10E5227C4E50F3C5D4FABC1BE725246" xlink:to="lab_glpi_SeniorUnsecuredNotes5.375PercentDue2026Member_D10E5227C4E50F3C5D4FABC1BE725246" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_39E4A3C3764954EA1773ABC1BE72055D_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_39E4A3C3764954EA1773ABC1BE72055D" 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_39E4A3C3764954EA1773ABC1BE72055D_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_39E4A3C3764954EA1773ABC1BE72055D" 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_39E4A3C3764954EA1773ABC1BE72055D_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_39E4A3C3764954EA1773ABC1BE72055D" 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-20190930.xsd#glpi_SeniorUnsecuredNotes5.750PercentDue2028Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_39E4A3C3764954EA1773ABC1BE72055D" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_39E4A3C3764954EA1773ABC1BE72055D" xlink:to="lab_glpi_SeniorUnsecuredNotes5.750PercentDue2028Member_39E4A3C3764954EA1773ABC1BE72055D" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_41292C3DF4C817710661ABC1BE72C8AD_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_41292C3DF4C817710661ABC1BE72C8AD" 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_41292C3DF4C817710661ABC1BE72C8AD_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_41292C3DF4C817710661ABC1BE72C8AD" 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_41292C3DF4C817710661ABC1BE72C8AD_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_41292C3DF4C817710661ABC1BE72C8AD" 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-20190930.xsd#glpi_SeniorUnsecuredNotes5.300PercentDue2029Member" xlink:label="loc_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_41292C3DF4C817710661ABC1BE72C8AD" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_41292C3DF4C817710661ABC1BE72C8AD" xlink:to="lab_glpi_SeniorUnsecuredNotes5.300PercentDue2029Member_41292C3DF4C817710661ABC1BE72C8AD" xlink:type="arc" />
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3_terseLabel_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">$700 million 4.00% senior unsecured notes due January 2030</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3_label_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Senior Unsecured Notes 4.00 Percent Due 2030 [Member]</link:label>
    <link:label id="lab_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3_documentation_en-US" xlink:label="lab_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3" 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 4.00 percent, maturing in 2030.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_SeniorUnsecuredNotes4.00PercentDue2030Member" xlink:label="loc_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3" xlink:to="lab_glpi_SeniorUnsecuredNotes4.00PercentDue2030Member_C709FBE7E9CC0D59E2A2ABC1BE77A9D3" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentLineItems_97D2DED0BFE27B154F81ABC1BE789872_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_97D2DED0BFE27B154F81ABC1BE789872" 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_DebtInstrumentLineItems_97D2DED0BFE27B154F81ABC1BE789872_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentLineItems_97D2DED0BFE27B154F81ABC1BE789872" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Debt Instrument [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentLineItems" xlink:label="loc_us-gaap_DebtInstrumentLineItems_97D2DED0BFE27B154F81ABC1BE789872" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentLineItems_97D2DED0BFE27B154F81ABC1BE789872" xlink:to="lab_us-gaap_DebtInstrumentLineItems_97D2DED0BFE27B154F81ABC1BE789872" xlink:type="arc" />
    <link:label id="lab_us-gaap_DebtInstrumentCarryingAmount_F3DDDDC1EA22956D1920ABC1BE78A800_terseLabel_en-US" xlink:label="lab_us-gaap_DebtInstrumentCarryingAmount_F3DDDDC1EA22956D1920ABC1BE78A800" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Long-term debt, gross</link:label>
    <link:label id="lab_us-gaap_DebtInstrumentCarryingAmount_F3DDDDC1EA22956D1920ABC1BE78A800_label_en-US" xlink:label="lab_us-gaap_DebtInstrumentCarryingAmount_F3DDDDC1EA22956D1920ABC1BE78A800" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt, Gross</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_DebtInstrumentCarryingAmount" xlink:label="loc_us-gaap_DebtInstrumentCarryingAmount_F3DDDDC1EA22956D1920ABC1BE78A800" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_DebtInstrumentCarryingAmount_F3DDDDC1EA22956D1920ABC1BE78A800" xlink:to="lab_us-gaap_DebtInstrumentCarryingAmount_F3DDDDC1EA22956D1920ABC1BE78A800" xlink:type="arc" />
    <link:label id="lab_us-gaap_FinanceLeaseLiability_3A9592393DBAB07AA2ADABC1BE780016_terseLabel_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_3A9592393DBAB07AA2ADABC1BE780016" 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_3A9592393DBAB07AA2ADABC1BE780016_label_en-US" xlink:label="lab_us-gaap_FinanceLeaseLiability_3A9592393DBAB07AA2ADABC1BE780016" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Finance Lease, Liability</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_FinanceLeaseLiability" xlink:label="loc_us-gaap_FinanceLeaseLiability_3A9592393DBAB07AA2ADABC1BE780016" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_FinanceLeaseLiability_3A9592393DBAB07AA2ADABC1BE780016" xlink:to="lab_us-gaap_FinanceLeaseLiability_3A9592393DBAB07AA2ADABC1BE780016" xlink:type="arc" />
    <link:label id="lab_us-gaap_CapitalLeaseObligations_5B57B4883D388626A425ABC1BE79313B_terseLabel_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_5B57B4883D388626A425ABC1BE79313B" 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_5B57B4883D388626A425ABC1BE79313B_label_en-US" xlink:label="lab_us-gaap_CapitalLeaseObligations_5B57B4883D388626A425ABC1BE79313B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Capital Lease Obligations</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_CapitalLeaseObligations" xlink:label="loc_us-gaap_CapitalLeaseObligations_5B57B4883D388626A425ABC1BE79313B" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_CapitalLeaseObligations_5B57B4883D388626A425ABC1BE79313B" xlink:to="lab_us-gaap_CapitalLeaseObligations_5B57B4883D388626A425ABC1BE79313B" xlink:type="arc" />
    <link:label id="lab_glpi_LongTermDebtGrossandLeaseObligations_C68F077758C23BAED2D1ABC1BE799321_terseLabel_en-US" xlink:label="lab_glpi_LongTermDebtGrossandLeaseObligations_C68F077758C23BAED2D1ABC1BE799321" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total long-term debt</link:label>
    <link:label id="lab_glpi_LongTermDebtGrossandLeaseObligations_C68F077758C23BAED2D1ABC1BE799321_label_en-US" xlink:label="lab_glpi_LongTermDebtGrossandLeaseObligations_C68F077758C23BAED2D1ABC1BE799321" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long Term Debt, Gross and Lease Obligations</link:label>
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    <link:label id="lab_glpi_GLPCapitalLPMember_DB48F955F386AF9F06CE533AFA92659A_documentation_en-US" xlink:label="lab_glpi_GLPCapitalLPMember_A75BC9A9A35052D4B5E23641B66112BC" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to GLP Capital, L.P.</link:label>
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    <link:label id="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B_terseLabel_en-US" xlink:label="lab_glpi_TRSPropertiesMember_3A66A7855AE359AA9E3B9433D12D8AA7" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">TRS Properties</link:label>
    <link:label id="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B_label_en-US" xlink:label="lab_glpi_TRSPropertiesMember_3A66A7855AE359AA9E3B9433D12D8AA7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">TRS Properties [Member]</link:label>
    <link:label id="lab_glpi_TRSPropertiesMember_232792B58888ECEA77A5533AFA92E54B_documentation_en-US" xlink:label="lab_glpi_TRSPropertiesMember_3A66A7855AE359AA9E3B9433D12D8AA7" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to the Company's taxable REIT subsidiary operations, which are also referred as the TRS Properties.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_TRSPropertiesMember" xlink:label="loc_glpi_TRSPropertiesMember_3A66A7855AE359AA9E3B9433D12D8AA7" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OperatingIncomeLoss" xlink:label="loc_us-gaap_OperatingIncomeLoss_1C7F85B4C46E5B4A80E02A276D01E82C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_5AEDD0F89F1B146C555E533AFA9442C4_terseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_0527CD334E4358DDA68BA881E5966ADA" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Capital project expenditures</link:label>
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LoansAndLeasesReceivableDisclosureTable" xlink:label="loc_us-gaap_LoansAndLeasesReceivableDisclosureTable_573364C06D3B6533A4F84B47C8E3CE24" xlink:type="locator" />
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    <link:label id="lab_glpi_CasinoQueenMember_00F8B2A50F17851DE67A4B47C8E68481_terseLabel_en-US" xlink:label="lab_glpi_CasinoQueenMember_00F8B2A50F17851DE67A4B47C8E68481" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Casino Queen</link:label>
    <link:label id="lab_glpi_CasinoQueenMember_00F8B2A50F17851DE67A4B47C8E68481_label_en-US" xlink:label="lab_glpi_CasinoQueenMember_00F8B2A50F17851DE67A4B47C8E68481" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Casino Queen [Member]</link:label>
    <link:label id="lab_glpi_CasinoQueenMember_00F8B2A50F17851DE67A4B47C8E68481_documentation_en-US" xlink:label="lab_glpi_CasinoQueenMember_00F8B2A50F17851DE67A4B47C8E68481" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents information pertaining to the Casino Queen located in East St. Louis, Illinois.</link:label>
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    <link:label id="lab_glpi_InterestIncomePaidinkind_094F282C9433FF094C574B47C8EEA1E2_terseLabel_en-US" xlink:label="lab_glpi_InterestIncomePaidinkind_094F282C9433FF094C574B47C8EEA1E2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Paid-in-kind interest income</link:label>
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    <link:label id="lab_us-gaap_BusinessAcquisitionAxis_23EB4A52EE01BC2209B8533AFB9B537A_label_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAxis_4DD07F36A8635B4A8F57E2DAAA5AE686" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Business Acquisition [Axis]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_BusinessAcquisitionAxis" xlink:label="loc_us-gaap_BusinessAcquisitionAxis_4DD07F36A8635B4A8F57E2DAAA5AE686" xlink:type="locator" />
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    <link:label id="lab_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8_terseLabel_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAcquireeDomain_26AD6AC849E65DB2A74AF10F6D5E43A3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Business Acquisition, Acquiree [Domain]</link:label>
    <link:label id="lab_us-gaap_BusinessAcquisitionAcquireeDomain_2484C0CBEBFAA8B211EE533AFB9B20C8_label_en-US" xlink:label="lab_us-gaap_BusinessAcquisitionAcquireeDomain_26AD6AC849E65DB2A74AF10F6D5E43A3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Business Acquisition, Acquiree [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_BusinessAcquisitionAcquireeDomain" xlink:label="loc_us-gaap_BusinessAcquisitionAcquireeDomain_26AD6AC849E65DB2A74AF10F6D5E43A3" xlink:type="locator" />
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    <link:label id="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB_terseLabel_en-US" xlink:label="lab_glpi_PinnacleEntertainmentInc.Member_A31F3E722D805AFAB657BDF113F49F24" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Pinnacle Entertainment, Inc.</link:label>
    <link:label id="lab_glpi_PinnacleEntertainmentInc.Member_322C5937ED61AD975C74533AFB9C20FB_label_en-US" xlink:label="lab_glpi_PinnacleEntertainmentInc.Member_A31F3E722D805AFAB657BDF113F49F24" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Pinnacle Entertainment, Inc. [Member]</link:label>
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    <link:loc xlink:href="glpi-20190930.xsd#glpi_PinnacleEntertainmentInc.Member" xlink:label="loc_glpi_PinnacleEntertainmentInc.Member_A31F3E722D805AFAB657BDF113F49F24" xlink:type="locator" />
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    <link:label id="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E_terseLabel_en-US" xlink:label="lab_glpi_PlainridgeParkCasinoMember_73BA8825906F5E95971C3BBB0838AC1F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Plainridge Park Casino</link:label>
    <link:label id="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E_label_en-US" xlink:label="lab_glpi_PlainridgeParkCasinoMember_73BA8825906F5E95971C3BBB0838AC1F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Plainridge Park Casino [Member]</link:label>
    <link:label id="lab_glpi_PlainridgeParkCasinoMember_E6D5C5B75DF05E03B6FB533AFB9CC39E_documentation_en-US" xlink:label="lab_glpi_PlainridgeParkCasinoMember_73BA8825906F5E95971C3BBB0838AC1F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Plainridge Park Casino</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_PlainridgeParkCasinoMember" xlink:label="loc_glpi_PlainridgeParkCasinoMember_73BA8825906F5E95971C3BBB0838AC1F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_PlainridgeParkCasinoMember_73BA8825906F5E95971C3BBB0838AC1F" xlink:to="lab_glpi_PlainridgeParkCasinoMember_73BA8825906F5E95971C3BBB0838AC1F" xlink:type="arc" />
    <link:label id="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220_terseLabel_en-US" xlink:label="lab_glpi_TropicanaEntertainmentMember_3DAA3B94B73D5E438B65F4DD89642710" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Tropicana Entertainment Inc.</link:label>
    <link:label id="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220_label_en-US" xlink:label="lab_glpi_TropicanaEntertainmentMember_3DAA3B94B73D5E438B65F4DD89642710" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Tropicana Entertainment [Member]</link:label>
    <link:label id="lab_glpi_TropicanaEntertainmentMember_CFABBB2C3CBD30FEC320533AFB9C3220_documentation_en-US" xlink:label="lab_glpi_TropicanaEntertainmentMember_3DAA3B94B73D5E438B65F4DD89642710" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Tropicana Entertainment [Member]</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_TropicanaEntertainmentMember" xlink:label="loc_glpi_TropicanaEntertainmentMember_3DAA3B94B73D5E438B65F4DD89642710" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_TropicanaEntertainmentMember_3DAA3B94B73D5E438B65F4DD89642710" xlink:to="lab_glpi_TropicanaEntertainmentMember_3DAA3B94B73D5E438B65F4DD89642710" xlink:type="arc" />
    <link:label id="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1_terseLabel_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_EB3EFF8889D4543C8BF15AD85667003E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Business and Operations</link:label>
    <link:label id="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1_label_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_EB3EFF8889D4543C8BF15AD85667003E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Organization Consolidation and Presentation of Financial Statements [Line Items]</link:label>
    <link:label id="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_791A564008D750A16147533AFB9DCCD1_documentation_en-US" xlink:label="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_EB3EFF8889D4543C8BF15AD85667003E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US" />
    <link:loc xlink:href="glpi-20190930.xsd#glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems" xlink:label="loc_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_EB3EFF8889D4543C8BF15AD85667003E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_EB3EFF8889D4543C8BF15AD85667003E" xlink:to="lab_glpi_OrganizationConsolidationAndPresentationOfFinancialStatementsLineItems_EB3EFF8889D4543C8BF15AD85667003E" xlink:type="arc" />
    <link:label id="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058_terseLabel_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_110CE65B00F855A68CC3E52941EFAAC0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consideration paid for acquisition of real estate assets</link:label>
    <link:label id="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058_label_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_110CE65B00F855A68CC3E52941EFAAC0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Asset acquisition, consideration transferred</link:label>
    <link:label id="lab_glpi_Assetacquisitionconsiderationtransferred_EB18391CEDAFAA2FD463533AFB9E3058_documentation_en-US" xlink:label="lab_glpi_Assetacquisitionconsiderationtransferred_110CE65B00F855A68CC3E52941EFAAC0" 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-20190930.xsd#glpi_Assetacquisitionconsiderationtransferred" xlink:label="loc_glpi_Assetacquisitionconsiderationtransferred_110CE65B00F855A68CC3E52941EFAAC0" xlink:type="locator" />
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    <link:label id="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_2AD75E1A27E208859E2A533AFB9E5D73_terseLabel_en-US" xlink:label="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_49ECB638F52356BDBC6357DFBC89C25B" 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_2AD75E1A27E208859E2A533AFB9E5D73_label_en-US" xlink:label="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_49ECB638F52356BDBC6357DFBC89C25B" 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_2AD75E1A27E208859E2A533AFB9E5D73_documentation_en-US" xlink:label="lab_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_49ECB638F52356BDBC6357DFBC89C25B" 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-20190930.xsd#glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts" xlink:label="loc_glpi_PaymentstoAcquireRealEstateExcludingTransactionCosts_49ECB638F52356BDBC6357DFBC89C25B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PaymentsToAcquireFinanceReceivables_CB9DB4D6ABC962788CD6533AFB9E6612_terseLabel_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireFinanceReceivables_C2EAD23F69E351B3A4A3AE22843698C3" 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_CB9DB4D6ABC962788CD6533AFB9E6612_label_en-US" xlink:label="lab_us-gaap_PaymentsToAcquireFinanceReceivables_C2EAD23F69E351B3A4A3AE22843698C3" 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/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_PaymentsToAcquireFinanceReceivables" xlink:label="loc_us-gaap_PaymentsToAcquireFinanceReceivables_C2EAD23F69E351B3A4A3AE22843698C3" xlink:type="locator" />
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    <link:label id="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F_terseLabel_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_E62C3EED8DB6519690E3AC31B4654E0B" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of facilities whose real estate property is Included in entity portfolio</link:label>
    <link:label id="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F_label_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_E62C3EED8DB6519690E3AC31B4654E0B" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of Facilities whose Real Estate Property is Included in Entity Portfolio</link:label>
    <link:label id="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_0A6CF8B53A49F65A0A98533AFB9F311F_documentation_en-US" xlink:label="lab_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_E62C3EED8DB6519690E3AC31B4654E0B" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Represents the number of facilities whose real property is included in the entity's portfolio as of the balance sheet date.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio" xlink:label="loc_glpi_NumberOfFacilitiesWhoseRealEstatePropertyIsIncludedInEntityPortfolio_E62C3EED8DB6519690E3AC31B4654E0B" xlink:type="locator" />
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    <link:label id="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2_terseLabel_en-US" xlink:label="lab_us-gaap_NumberOfStatesInWhichEntityOperates_FD75E93E5C3C547F87441C8895C63BD0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of states across which the portfolio of properties is diversified</link:label>
    <link:label id="lab_us-gaap_NumberOfStatesInWhichEntityOperates_B7507317938A3C12CF2F533AFB9F9DA2_label_en-US" xlink:label="lab_us-gaap_NumberOfStatesInWhichEntityOperates_FD75E93E5C3C547F87441C8895C63BD0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Number of States in which Entity Operates</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_NumberOfStatesInWhichEntityOperates" xlink:label="loc_us-gaap_NumberOfStatesInWhichEntityOperates_FD75E93E5C3C547F87441C8895C63BD0" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_NumberOfStatesInWhichEntityOperates_FD75E93E5C3C547F87441C8895C63BD0" xlink:to="lab_us-gaap_NumberOfStatesInWhichEntityOperates_FD75E93E5C3C547F87441C8895C63BD0" xlink:type="arc" />
    <link:label id="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38_terseLabel_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_580B9A6E8C355E4F879919604E706450" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Real estate, occupancy percentage</link:label>
    <link:label id="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38_label_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_580B9A6E8C355E4F879919604E706450" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Real estate, occupancy percentage</link:label>
    <link:label id="lab_glpi_Realestateoccupancypercentage_AE0DDA09ED11F6F877C8533AFB9F7C38_documentation_en-US" xlink:label="lab_glpi_Realestateoccupancypercentage_580B9A6E8C355E4F879919604E706450" 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-20190930.xsd#glpi_Realestateoccupancypercentage" xlink:label="loc_glpi_Realestateoccupancypercentage_580B9A6E8C355E4F879919604E706450" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_glpi_Realestateoccupancypercentage_580B9A6E8C355E4F879919604E706450" xlink:to="lab_glpi_Realestateoccupancypercentage_580B9A6E8C355E4F879919604E706450" xlink:type="arc" />
    <link:label id="lab_us-gaap_OperatingLeasePayments_A3BB28FF276EE339F7B0533AFB2DC65C_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasePayments_29292BCEBD6458AFAC6BBD9A448AD326" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating cash flows from operating leases (1)</link:label>
    <link:label id="lab_us-gaap_OperatingLeasePayments_A3BB28FF276EE339F7B0533AFB2DC65C_label_en-US" xlink:label="lab_us-gaap_OperatingLeasePayments_29292BCEBD6458AFAC6BBD9A448AD326" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Payments</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OperatingLeasePayments" xlink:label="loc_us-gaap_OperatingLeasePayments_29292BCEBD6458AFAC6BBD9A448AD326" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LandMember_A75BA40DADEC84ABB345533AFAD5C610_terseLabel_en-US" xlink:label="lab_us-gaap_LandMember_83E7ED8FFB2C50D6A58E6818BE74E951" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Land</link:label>
    <link:label id="lab_us-gaap_LandMember_A75BA40DADEC84ABB345533AFAD5C610_label_en-US" xlink:label="lab_us-gaap_LandMember_83E7ED8FFB2C50D6A58E6818BE74E951" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Land [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LandMember" xlink:label="loc_us-gaap_LandMember_83E7ED8FFB2C50D6A58E6818BE74E951" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeasedAssetsLineItems_0D923831B53A3A4436A6533AFAD6DB75_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeasedAssetsLineItems_76B9FEB39C1C56ACA251B64FBE413ED9" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating Leased Assets [Line Items]</link:label>
    <link:label id="lab_us-gaap_OperatingLeasedAssetsLineItems_0D923831B53A3A4436A6533AFAD6DB75_label_en-US" xlink:label="lab_us-gaap_OperatingLeasedAssetsLineItems_76B9FEB39C1C56ACA251B64FBE413ED9" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Leased Assets [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OperatingLeasedAssetsLineItems" xlink:label="loc_us-gaap_OperatingLeasedAssetsLineItems_76B9FEB39C1C56ACA251B64FBE413ED9" xlink:type="locator" />
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    <link:label id="lab_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseCashRentReceived_E7D5D2CCC01A5EA5A2540D7404E4455A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total cash rental income</link:label>
    <link:label id="lab_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC_label_en-US" xlink:label="lab_glpi_OperatingLeaseCashRentReceived_E7D5D2CCC01A5EA5A2540D7404E4455A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Cash Rent Received</link:label>
    <link:label id="lab_glpi_OperatingLeaseCashRentReceived_2202F1E7E2BDA474BEE2533AFAD6F2AC_documentation_en-US" xlink:label="lab_glpi_OperatingLeaseCashRentReceived_E7D5D2CCC01A5EA5A2540D7404E4455A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Amount of cash rent received from tenants, prior to adjustments for items such as but not limited to straight-line rent.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_OperatingLeaseCashRentReceived" xlink:label="loc_glpi_OperatingLeaseCashRentReceived_E7D5D2CCC01A5EA5A2540D7404E4455A" xlink:type="locator" />
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    <link:label id="lab_us-gaap_StraightLineRentAdjustments_09A170014DC8762156E2533AFAD61163_negatedTerseLabel_en-US" xlink:label="lab_us-gaap_StraightLineRentAdjustments_92113938BF845CCFA019DBF5CB2D6A65" xlink:role="http://www.xbrl.org/2009/role/negatedTerseLabel" xlink:type="resource" xml:lang="en-US">Straight-line rent adjustments</link:label>
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    <link:label id="lab_glpi_OperatingLeaseGroundLeaseIncome_6CCC646EED0B6997F0A8533AFAD693AA_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseGroundLeaseIncome_DE4BCF06E146527C98724518FA80FECF" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Ground rent in revenue</link:label>
    <link:label id="lab_glpi_OperatingLeaseGroundLeaseIncome_6CCC646EED0B6997F0A8533AFAD693AA_label_en-US" xlink:label="lab_glpi_OperatingLeaseGroundLeaseIncome_DE4BCF06E146527C98724518FA80FECF" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Ground Lease Income</link:label>
    <link:label id="lab_glpi_OperatingLeaseGroundLeaseIncome_6CCC646EED0B6997F0A8533AFAD693AA_documentation_en-US" xlink:label="lab_glpi_OperatingLeaseGroundLeaseIncome_DE4BCF06E146527C98724518FA80FECF" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Non cash income recognized for ground lease rent paid directly by tenants, as required under ASC 842.</link:label>
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    <link:label id="lab_glpi_OperatingLeaseOtherRentalRevenue_6093E61EF16A40302C03533AFAD6C4FA_terseLabel_en-US" xlink:label="lab_glpi_OperatingLeaseOtherRentalRevenue_B120962E7D8E5310AA0534A7E0F4AFC3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Other rental revenue</link:label>
    <link:label id="lab_glpi_OperatingLeaseOtherRentalRevenue_6093E61EF16A40302C03533AFAD6C4FA_label_en-US" xlink:label="lab_glpi_OperatingLeaseOtherRentalRevenue_B120962E7D8E5310AA0534A7E0F4AFC3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Operating Lease, Other Rental Revenue</link:label>
    <link:label id="lab_glpi_OperatingLeaseOtherRentalRevenue_6093E61EF16A40302C03533AFAD6C4FA_documentation_en-US" xlink:label="lab_glpi_OperatingLeaseOtherRentalRevenue_B120962E7D8E5310AA0534A7E0F4AFC3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Operating leases, other rental revenues recognized for rent outside of triple-net tenant agreements.</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_OperatingLeaseOtherRentalRevenue" xlink:label="loc_glpi_OperatingLeaseOtherRentalRevenue_B120962E7D8E5310AA0534A7E0F4AFC3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OperatingLeaseLeaseIncome_288FC87C176B01A480B9533AFAD63B2F_totalLabel_en-US" xlink:label="lab_us-gaap_OperatingLeaseLeaseIncome_0F53945D83EA5D59B59F4C5D09572916" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total rental income</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_OperatingLeaseLeaseIncome" xlink:label="loc_us-gaap_OperatingLeaseLeaseIncome_0F53945D83EA5D59B59F4C5D09572916" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtByMaturityAbstract_DC81B08943403165268E533AFB177D55_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtByMaturityAbstract_0ED0317B2112586AB69B25B347172EA1" 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_DC81B08943403165268E533AFB177D55_label_en-US" xlink:label="lab_us-gaap_LongTermDebtByMaturityAbstract_0ED0317B2112586AB69B25B347172EA1" 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_15F7C4D01500489DAF6A533AFB18FC27_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_908D1A10D43B5EE58417919ED032FC95" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Within one year</link:label>
    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_15F7C4D01500489DAF6A533AFB18FC27_label_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_908D1A10D43B5EE58417919ED032FC95" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Long-term Debt and Capital Lease Obligations, Repayments of Principal in Next Twelve Months</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_908D1A10D43B5EE58417919ED032FC95" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_908D1A10D43B5EE58417919ED032FC95" xlink:to="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsRepaymentsOfPrincipalInNextTwelveMonths_908D1A10D43B5EE58417919ED032FC95" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_B8890496ACCC5712D445533AFB18AB1D_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_E4249766DE7F55E5A5E319D71645DB09" 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_B8890496ACCC5712D445533AFB18AB1D_label_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_E4249766DE7F55E5A5E319D71645DB09" 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>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_E4249766DE7F55E5A5E319D71645DB09" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_E4249766DE7F55E5A5E319D71645DB09" xlink:to="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsTwoAndThree_E4249766DE7F55E5A5E319D71645DB09" xlink:type="arc" />
    <link:label id="lab_us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive_6B6F33CABBBB2B01C614533AFB182873_terseLabel_en-US" xlink:label="lab_us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive_E2BBACC3D8A1542CBBF3E7901914002C" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">4-5 years</link:label>
    <link:label id="lab_us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive_6B6F33CABBBB2B01C614533AFB182873_label_en-US" xlink:label="lab_us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive_E2BBACC3D8A1542CBBF3E7901914002C" 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 Four and Five</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive" xlink:label="loc_us-gaap_LongtermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalInYearsFourAndFive_E2BBACC3D8A1542CBBF3E7901914002C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalAfterYearFive_CA65EE7ABD3C640B8B01533AFB18A9E8_terseLabel_en-US" xlink:label="lab_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalAfterYearFive_554AD3C27CBE52468FBE6061841E6201" 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:loc xlink:href="http://xbrl.fasb.org/us-gaap/2019/elts/us-gaap-2019-01-31.xsd#us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalAfterYearFive" xlink:label="loc_us-gaap_LongTermDebtAndCapitalLeaseObligationsMaturitiesRepaymentsOfPrincipalAfterYearFive_554AD3C27CBE52468FBE6061841E6201" xlink:type="locator" />
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    <link:label id="lab_glpi_LongTermDebtGrossandLeaseObligations_A64C1D96052983039356533AFB187085_totalLabel_en-US" xlink:label="lab_glpi_LongTermDebtGrossandLeaseObligations_1F66C38D9F065756814BBB5B9129C53C" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total minimum payments</link:label>
    <link:loc xlink:href="glpi-20190930.xsd#glpi_LongTermDebtGrossandLeaseObligations" xlink:label="loc_glpi_LongTermDebtGrossandLeaseObligations_1F66C38D9F065756814BBB5B9129C53C" xlink:type="locator" />
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    <link:label id="lab_glpi_SharebasedCompensationArrangementbySharebasedPaymentAwardPercentageofRevenuesFromTripleNetLeases_F292FD0AF89B7730F3E3533AFAAD873B_terseLabel_en-US" xlink:label="lab_glpi_SharebasedCompensationArrangementbySharebasedPaymentAwardPercentageofRevenuesFromTripleNetLeases_E07629ECFF44569BB0A59F28B007DA84" 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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