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Inventories - Schedule of Inventories (Details) - USD ($) $ in Thousands | Aug. 31, 2024 | Aug. 31, 2023
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Inventory Disclosure [Abstract] |  |
Grain and oilseed | $ 888,768 | $ 1,099,956
Energy | 720,636 | 645,333
Agronomy | 1,126,916 | 1,111,477
Processed grain and oilseed | 124,686 | 141,360
Other | 206,409 | 217,053
Total inventories | $ 3,067,415 | $ 3,215,179
Percentage of LIFO Inventory | 18.00% | 16.00%
Inventory, LIFO Reserve | $ 456,300 | $ 589,000

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