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The artifacts pool is flat: artifacts.{table}. Upload a file, infer a schema, publish it. The published table sits next to connector data and you can join it from a Plot or an ad-hoc query. table is the slug you set at publish (catalogSlug / table name). Folders in the app are browse-only; they do not appear in SQL.
See the API Reference for the full artifact lifecycle. Language-specific Flight SQL clients are on Querying the lake.