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Getting "The request for security token could not be satisfied because authentication failed" error while trying to create 4k records in parallel using org service.

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We have a API  which will create records in the contact entity using the org service. However when we updated our code to create the contact records in parallel we are getting the below error.   

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We are trying to create 4k records.  At a time , we are making 5 concurrent call to the API  with 200 records in the batch. So, we are trying to create 5 * 200 = 1000 records .

How many request can Org service handle parallelly? Is there a limit defined?

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