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Notes Payable and Long-Term Debt - Schedule of Notes Payable and Long-Term Debt (Details) - USD ($) $ in Thousands | May 31, 2021 | Aug. 31, 2020
--- | --- | ---
Debt Instrument [Line Items] |  |
Notes payable | $ 2,776,812 | $ 1,575,491
Notes payable [Member] |  |
Debt Instrument [Line Items] |  |
Notes payable | 2,019,880 | 763,215
CHS Capital notes payable |  |
Debt Instrument [Line Items] |  |
Notes payable | $ 756,932 | $ 812,276

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