Structured Data Extraction And Information Table Construction

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Unique: Constructs schema-aware InformationTable objects that organize research data with explicit source-to-information mappings, enabling efficient programmatic access during downstream stages. The structured representation maintains relationships between sources, concepts, and claims rather than storing raw text.

vs others: Enables more efficient information access during article generation than raw text storage because structured tables support indexed queries and maintain explicit source relationships.