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Hello,
As you mentioned there is no components exist, I presume you have verified in the region where the s3 files exist. It seems the SM studio might be created which could produce the support files in S3 by default and that would have been deleted after a while. I recommend to check CloudTrail Service to see if any SM APIs invoked within your account [1]. You might search the eventSource with SM to see the invokes if any.
"eventSource":"sagemaker.amazonaws.com"
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Thank you for the answer. Yes, I noticed several events associated with Sagemaker by looking up the CloudTrail service.