guan404ming commented on PR #51564:
URL: https://github.com/apache/airflow/pull/51564#issuecomment-3242877602

   This is actual deletion - we issue DELETE on the TI row. The 
`TaskInstanceHistory` table has CASCADE delete, so all history records are 
permanently lost when the TI is deleted. When the scheduler recreates the TI, 
it gets a new UUID and try_number resets to 0, losing all previous execution 
history.


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