'Cannot query snowflake external S3 stage with path

I have few files in the S3 bucket and I have created a stage for it. When I query the stage, I get the filenames.

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The SnowFlake's Query stage documentation says, I can query by adding path along with the stage name @[namespace.]external_stage_name[/path]. So, I ran the query again with the path but now it doesn't list any files. What could have gone wrong?

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