Phase 1: Resolve

The Resolve phase is the entry point of the extraction pipeline. It parses the document into a structured model, classifies it using the 529-type ontology, and maps schema fields to Field Registry entries. For documents submitted without a schema, Resolve also performs field discovery, identifying which data points are present and proposing an extraction plan for the Agent phase.