Handling inconsistent checkout.order_number values

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As discussed earlier in this forum (https://community.shopify.com/c/shopify-apis-and-sdks/explanation-of-the-order-number-value-in-the-c...) we have been struggling with inconsistent values reported by the checkout.order_number variable on our order status page.
Is there any unique identifier we can use that is guaranteed to be consistent on the order status page? If not, worst case how do we fetch the order id/number later given a checkout id?

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