[FLINK-37162][hotfix][docs] Update some inaccurate descriptions.
What is the purpose of the change
Pick the newly add commit of https://github.com/apache/flink/pull/26208/commits/9025e7caa9f48f4e6057ad803504301dd016c393.
Brief change log
Minor doc description update.
@leonardBang PTAL.
CI report:
- fb162e9a7a37156922461acba028643f0c4021ac Azure: FAILURE
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kindly ping @lvyanquan for addressing the comments
This PR is being marked as stale since it has not had any activity in the last 90 days. If you would like to keep this PR alive, please leave a comment asking for a review. If the PR has merge conflicts, update it with the latest from the base branch.
If you are having difficulty finding a reviewer, please reach out to the community, contact details can be found here: https://flink.apache.org/what-is-flink/community/
If this PR is no longer valid or desired, please feel free to close it. If no activity occurs in the next 30 days, it will be automatically closed.