Goal & Constraints Identification:Restate the user intent, identify required inputs (entity IDs, time range, text to analyze), constraints (access, tool availability, policy
1 Pith paper cite this work. Polarity classification is still indexing.
Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.