[SPARK-3722][Docs]minor improvement and fix in docs

https://issues.apache.org/jira/browse/SPARK-3722
I'm not sure we want to put a link to a specific version of the hadoop docs.  Its a maintenance issue and people use many different versions of Hadoop where there could be slight differences.