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Railway Operating Revenues
 12 Months Ended
Dec. 31, 2021
Revenue from Contract with Customer [Abstract]  
Railway Operating Revenues Railway Operating Revenues
The following table disaggregates our revenues by major commodity group:
202120202019
($ in millions)
Merchandise:
Agriculture, forest and consumer products$2,251 $2,116 $2,256 
Chemicals1,951 1,809 2,092 
Metals and construction1,562 1,333 1,461 
Automotive905 830 994 
Merchandise6,669 6,088 6,803 
Intermodal3,163 2,654 2,824 
Coal1,310 1,047 1,669 
Total$11,142 $9,789 $11,296 

We recognize the amount of revenues to which we expect to be entitled for the transfer of promised goods or services to customers. A performance obligation is created when a customer under a transportation contract or public tariff submits a bill of lading to us for the transport of goods. These performance obligations are satisfied as the shipments move from origin to destination. As such, transportation revenues are recognized proportionally as a shipment moves, and related expenses are recognized as incurred. These performance obligations are generally short-term in nature with transit days averaging approximately one week or less for each commodity group. The customer has an unconditional obligation to pay for the service once the service has been completed. Estimated revenues associated with in-process shipments at period-end are recorded based on the estimated percentage of service completed. We had no material remaining performance obligations at December 31, 2021 and 2020.

We may provide customers ancillary services, such as switching, demurrage and other incidental activities, under their transportation contracts. These are distinct performance obligations that are recognized at a point in time when the services are performed or as contractual obligations are met. These revenues are included within each of the commodity groups and represent approximately 7%, 5% and 5%, respectively, of total “Railway operating revenues” on the Consolidated Statements of Income for the years ended December 31, 2021, 2020 and 2019.

Revenues related to interline transportation services that involve another railroad are reported on a net basis. Therefore, the portion of the amount that relates to another party is not reflected in revenues.
Under the typical terms of our freight contracts, payment for services is due within fifteen days of billing the customer, thus there are no significant financing components. “Accounts receivable – net” on the Consolidated Balance Sheets includes both customer and non-customer receivables as follows:
December 31,
20212020
($ in millions)
Customer                                       $741 $629 
Non-customer235 219 
  Accounts receivable – net$976 $848 

Non-customer receivables include non-revenue-related amounts due from other railroads, governmental entities, and others.  “Other assets” on the Consolidated Balance Sheets includes non-current customer receivables of $23 million at both December 31, 2021 and 2020. We do not have any material contract assets or liabilities at December 31, 2021 and 2020.