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Segment Reporting - Narrative (Details) $ in Thousands	12 Months Ended
	Aug. 31, 2024 USD ($) segment	Aug. 31, 2023 USD ($)	Aug. 31, 2022 USD ($)
Schedule of Equity Method Investments [Line Items]
Number of reportable segments | segment	3
Revenues	$ 39,261,229	$ 45,590,004	$ 47,791,666
Ag
Schedule of Equity Method Investments [Line Items]
Revenues	30,416,859	35,425,204	37,460,211
Corporate and Other
Schedule of Equity Method Investments [Line Items]
Revenues	$ 77,875	$ 67,887	$ 36,681
CF Industries Nitrogen, LLC
Schedule of Equity Method Investments [Line Items]
Equity method investment, ownership percentage	8.40%
Ventura Foods
Schedule of Equity Method Investments [Line Items]
Equity method investment, ownership percentage	50.00%
Ardent Mills, LLC
Schedule of Equity Method Investments [Line Items]
Equity method investment, ownership percentage	12.00%
TEMCO
Schedule of Equity Method Investments [Line Items]
Equity method investment, ownership percentage	50.00%
Producer Ag
Schedule of Equity Method Investments [Line Items]
Equity method investment, ownership percentage	50.00%

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