• Ingest explicit concepts, identities, and relationships. • Reduce dependence on probabilistic NLP extraction. • Preserve provenance back to exact source elements. • Combine graphs from many publications. • Keep graph nodes connected to original publications. • Distinguish authorial relationships from AI-generated ones. • Create multiple visualizations over the same semantic substrate. • Support traceability from summaries back to exact text.