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    <link:label id="lab_us-gaap_ContractWithCustomerSalesChannelDomain_9C8530A14C594E7C8D847DB2310C4148_label_en-US" xlink:label="lab_us-gaap_ContractWithCustomerSalesChannelDomain_EDC1C3F31B275C1F9F78DD227FB32883" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Contract with Customer, Sales Channel [Domain]</link:label>
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    <link:label id="lab_srt_MajorCustomersAxis_8521CA655686380142777DB2310C72F1_terseLabel_en-US" xlink:label="lab_srt_MajorCustomersAxis_9FADF0404F1D598C8A7EFD22D4B60BA2" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer [Axis]</link:label>
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    <link:label id="lab_srt_NameOfMajorCustomerDomain_3D211266130D202C2ABB7DB2310C703A_terseLabel_en-US" xlink:label="lab_srt_NameOfMajorCustomerDomain_921F075B42695F4AAFE916B606AAD035" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Customer [Domain]</link:label>
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    <link:label id="lab_us-gaap_DisaggregationOfRevenueLineItems_9AEA75D80A9FCCF366CB7DB2310C8A57_label_en-US" xlink:label="lab_us-gaap_DisaggregationOfRevenueLineItems_609564D3425D5BD29091B68750A583E8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Disaggregation of Revenue [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisaggregationOfRevenueLineItems" xlink:label="loc_us-gaap_DisaggregationOfRevenueLineItems_609564D3425D5BD29091B68750A583E8" xlink:type="locator" />
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    <link:label id="lab_bni_ConsumerProductsMember_BAC5A41087D020C15484CF84DD7B9031_terseLabel_en-US" xlink:label="lab_bni_ConsumerProductsMember_AD9D3226F483508A95278AC6E57C97A6" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Consumer Products [Member]</link:label>
    <link:label id="lab_bni_ConsumerProductsMember_BAC5A41087D020C15484CF84DD7B9031_label_en-US" xlink:label="lab_bni_ConsumerProductsMember_AD9D3226F483508A95278AC6E57C97A6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Consumer Products [Member]</link:label>
    <link:label id="lab_bni_ConsumerProductsMember_BAC5A41087D020C15484CF84DD7B9031_documentation_en-US" xlink:label="lab_bni_ConsumerProductsMember_AD9D3226F483508A95278AC6E57C97A6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Consumer Products commodity group portion of total freight revenues.</link:label>
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    <link:label id="lab_bni_IndustrialProductsMember_02F5C9E7957382282E42CF84DD7B5E92_terseLabel_en-US" xlink:label="lab_bni_IndustrialProductsMember_3544C0C1436B5A79A36BD81280AF8A16" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Industrial Products [Member]</link:label>
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    <link:loc xlink:href="bni-20190630.xsd#bni_IndustrialProductsMember" xlink:label="loc_bni_IndustrialProductsMember_3544C0C1436B5A79A36BD81280AF8A16" xlink:type="locator" />
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    <link:label id="lab_bni_AgriculturalProductsMember_5BABA09C7B857332DBDACF84DD7C6023_terseLabel_en-US" xlink:label="lab_bni_AgriculturalProductsMember_F5A7519E0BC75B0DBC5C8400D789EAEB" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Agricultural Products [Member]</link:label>
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    <link:label id="lab_bni_AgriculturalProductsMember_5BABA09C7B857332DBDACF84DD7C6023_documentation_en-US" xlink:label="lab_bni_AgriculturalProductsMember_F5A7519E0BC75B0DBC5C8400D789EAEB" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Agricultural Products commodity group portion of total freight revenues.</link:label>
    <link:loc xlink:href="bni-20190630.xsd#bni_AgriculturalProductsMember" xlink:label="loc_bni_AgriculturalProductsMember_F5A7519E0BC75B0DBC5C8400D789EAEB" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PublicUtilitiesInventoryCoalMember_B584DFD28B049ABA8F4ACF84DD7C83E5_terseLabel_en-US" xlink:label="lab_us-gaap_PublicUtilitiesInventoryCoalMember_11B1ABCC34B651C2A805B8DFA5D8C854" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Coal [Member]</link:label>
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    <link:label id="lab_bni_NonraillogisticssubsidiaryDomain_F7701D3023BCA9BDF33FCF84DD7C7C8A_terseLabel_en-US" xlink:label="lab_bni_NonraillogisticssubsidiaryDomain_1B8B01160D345F21AFF14991D3B72757" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Non-rail logistics subsidiary [Domain]</link:label>
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    <link:label id="lab_bni_TotalFreightRevenues_527ADDA5AD9F22E758ECCF84DD800714_terseLabel_en-US" xlink:label="lab_bni_TotalFreightRevenues_C0EFBBE0018353979FABA2C5694C950F" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Cargo and Freight Revenue</link:label>
    <link:label id="lab_bni_TotalFreightRevenues_527ADDA5AD9F22E758ECCF84DD800714_label_en-US" xlink:label="lab_bni_TotalFreightRevenues_C0EFBBE0018353979FABA2C5694C950F" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Total Freight Revenues</link:label>
    <link:label id="lab_bni_TotalFreightRevenues_527ADDA5AD9F22E758ECCF84DD800714_documentation_en-US" xlink:label="lab_bni_TotalFreightRevenues_C0EFBBE0018353979FABA2C5694C950F" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Total Freight Revenues</link:label>
    <link:loc xlink:href="bni-20190630.xsd#bni_TotalFreightRevenues" xlink:label="loc_bni_TotalFreightRevenues_C0EFBBE0018353979FABA2C5694C950F" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_bni_TotalFreightRevenues_C0EFBBE0018353979FABA2C5694C950F" xlink:to="lab_bni_TotalFreightRevenues_C0EFBBE0018353979FABA2C5694C950F" xlink:type="arc" />
    <link:label id="lab_bni_Totalotherrevenues_83E5317C198F926637E9CF84DD81C98B_terseLabel_en-US" xlink:label="lab_bni_Totalotherrevenues_F76EBAB745015AC692A8A1BF8BEF7CA3" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Total other revenues</link:label>
    <link:label id="lab_bni_Totalotherrevenues_83E5317C198F926637E9CF84DD81C98B_label_en-US" xlink:label="lab_bni_Totalotherrevenues_F76EBAB745015AC692A8A1BF8BEF7CA3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Total other revenues</link:label>
    <link:label id="lab_bni_Totalotherrevenues_83E5317C198F926637E9CF84DD81C98B_documentation_en-US" xlink:label="lab_bni_Totalotherrevenues_F76EBAB745015AC692A8A1BF8BEF7CA3" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Total other revenues</link:label>
    <link:loc xlink:href="bni-20190630.xsd#bni_Totalotherrevenues" xlink:label="loc_bni_Totalotherrevenues_F76EBAB745015AC692A8A1BF8BEF7CA3" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetsCurrentAbstract_6F2C1AFD5DCDAEF89ABE1F5542134BCA_verboseLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrentAbstract_6F2C1AFD5DCDAEF89ABE1F5542134BCA" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Current assets:</link:label>
    <link:label id="lab_us-gaap_AssetsCurrentAbstract_6F2C1AFD5DCDAEF89ABE1F5542134BCA_label_en-US" xlink:label="lab_us-gaap_AssetsCurrentAbstract_6F2C1AFD5DCDAEF89ABE1F5542134BCA" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current [Abstract]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsCurrentAbstract" xlink:label="loc_us-gaap_AssetsCurrentAbstract_6F2C1AFD5DCDAEF89ABE1F5542134BCA" xlink:type="locator" />
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    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_ED514C45AD9D3E7871521F554214DC73_verboseLabel_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_ED514C45AD9D3E7871521F554214DC73" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Cash and cash equivalents</link:label>
    <link:label id="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_ED514C45AD9D3E7871521F554214DC73_label_en-US" xlink:label="lab_us-gaap_CashAndCashEquivalentsAtCarryingValue_ED514C45AD9D3E7871521F554214DC73" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Cash and Cash Equivalents, at Carrying Value</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_ED514C45AD9D3E7871521F554214DC73" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AccountsReceivableNetCurrent_1B7AAA8B0A84331558A01F5542143E30_verboseLabel_en-US" xlink:label="lab_us-gaap_AccountsReceivableNetCurrent_1B7AAA8B0A84331558A01F5542143E30" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Accounts receivable, net</link:label>
    <link:label id="lab_us-gaap_AccountsReceivableNetCurrent_1B7AAA8B0A84331558A01F5542143E30_label_en-US" xlink:label="lab_us-gaap_AccountsReceivableNetCurrent_1B7AAA8B0A84331558A01F5542143E30" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Accounts Receivable, Net, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountsReceivableNetCurrent" xlink:label="loc_us-gaap_AccountsReceivableNetCurrent_1B7AAA8B0A84331558A01F5542143E30" xlink:type="locator" />
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    <link:label id="lab_us-gaap_MaterialsSuppliesAndOther_17590B6CD23FAE4CE5541F55421416C0_terseLabel_en-US" xlink:label="lab_us-gaap_MaterialsSuppliesAndOther_17590B6CD23FAE4CE5541F55421416C0" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Materials and supplies</link:label>
    <link:label id="lab_us-gaap_MaterialsSuppliesAndOther_17590B6CD23FAE4CE5541F55421416C0_label_en-US" xlink:label="lab_us-gaap_MaterialsSuppliesAndOther_17590B6CD23FAE4CE5541F55421416C0" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Materials, Supplies, and Other</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MaterialsSuppliesAndOther" xlink:label="loc_us-gaap_MaterialsSuppliesAndOther_17590B6CD23FAE4CE5541F55421416C0" xlink:type="locator" />
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    <link:label id="lab_us-gaap_OtherAssetsCurrent_1F718D4D5A0DB38DC8181F55421593C7_verboseLabel_en-US" xlink:label="lab_us-gaap_OtherAssetsCurrent_1F718D4D5A0DB38DC8181F55421593C7" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Other current assets</link:label>
    <link:label id="lab_us-gaap_OtherAssetsCurrent_1F718D4D5A0DB38DC8181F55421593C7_label_en-US" xlink:label="lab_us-gaap_OtherAssetsCurrent_1F718D4D5A0DB38DC8181F55421593C7" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Other Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherAssetsCurrent" xlink:label="loc_us-gaap_OtherAssetsCurrent_1F718D4D5A0DB38DC8181F55421593C7" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OtherAssetsCurrent_1F718D4D5A0DB38DC8181F55421593C7" xlink:to="lab_us-gaap_OtherAssetsCurrent_1F718D4D5A0DB38DC8181F55421593C7" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsCurrent_72CDD808599A4AD9D0CD1F5542156D12_totalLabel_en-US" xlink:label="lab_us-gaap_AssetsCurrent_72CDD808599A4AD9D0CD1F5542156D12" xlink:role="http://www.xbrl.org/2003/role/totalLabel" xlink:type="resource" xml:lang="en-US">Total current assets</link:label>
    <link:label id="lab_us-gaap_AssetsCurrent_72CDD808599A4AD9D0CD1F5542156D12_label_en-US" xlink:label="lab_us-gaap_AssetsCurrent_72CDD808599A4AD9D0CD1F5542156D12" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets, Current</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsCurrent" xlink:label="loc_us-gaap_AssetsCurrent_72CDD808599A4AD9D0CD1F5542156D12" xlink:type="locator" />
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    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_06D249D28C5208426B8F1F5542154C0D_verboseLabel_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_06D249D28C5208426B8F1F5542154C0D" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Property and equipment, net of accumulated depreciation of $11,206 and $10,004, respectively</link:label>
    <link:label id="lab_us-gaap_PropertyPlantAndEquipmentNet_06D249D28C5208426B8F1F5542154C0D_label_en-US" xlink:label="lab_us-gaap_PropertyPlantAndEquipmentNet_06D249D28C5208426B8F1F5542154C0D" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Property, Plant and Equipment, Net</link:label>
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    <link:label id="lab_us-gaap_Goodwill_4E766ECEA011DA361A5B1F55421557B3_verboseLabel_en-US" xlink:label="lab_us-gaap_Goodwill_4E766ECEA011DA361A5B1F55421557B3" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
    <link:label id="lab_us-gaap_Goodwill_4E766ECEA011DA361A5B1F55421557B3_label_en-US" xlink:label="lab_us-gaap_Goodwill_4E766ECEA011DA361A5B1F55421557B3" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Goodwill</link:label>
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    <link:label id="lab_us-gaap_OperatingLeaseRightOfUseAsset_AFBCE9C648CA2BEAAF7E1F5542154F46_terseLabel_en-US" xlink:label="lab_us-gaap_OperatingLeaseRightOfUseAsset_AFBCE9C648CA2BEAAF7E1F5542154F46" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Operating lease right-of-use assets</link:label>
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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_OperatingLeaseRightOfUseAsset_AFBCE9C648CA2BEAAF7E1F5542154F46" xlink:to="lab_us-gaap_OperatingLeaseRightOfUseAsset_AFBCE9C648CA2BEAAF7E1F5542154F46" xlink:type="arc" />
    <link:label id="lab_us-gaap_FiniteLivedIntangibleAssetsNet_52FAB8CEE401F05C2A301F554215B9F0_verboseLabel_en-US" xlink:label="lab_us-gaap_FiniteLivedIntangibleAssetsNet_52FAB8CEE401F05C2A301F554215B9F0" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Intangible assets, net of accumulated amortization of $297 and $279, respectively</link:label>
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    <link:label id="lab_bni_AdministrativeJudicialAndOtherMandatoryCleanupEffortsTotalSites_C88A9F1DC1C557A9294220BCD121182A_terseLabel_en-US" xlink:label="lab_bni_AdministrativeJudicialAndOtherMandatoryCleanupEffortsTotalSites_C88A9F1DC1C557A9294220BCD121182A" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Number of alleged environmental contamination sites (in sites)</link:label>
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