Field Matching

Field matching is the process of mapping extracted values to their corresponding schema field definitions. The Field Registry resolves field names using semantic clusters, synonyms, and ontology-aware matching to handle variations in how documents label the same data point. This ensures consistent output even when source documents use different terminology for identical concepts.