How does the Canada Revenue Agency know that my HBP withdrawal was used to purchase a home?

They don’t. There is no rule that the funds must be traceable from your RRSP to the purchase of a home. As long as you meet the HBP qualification rules, you are allowed to withdraw the funds and acquire a home within the period allocated.

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