## 1. Knowledge overview

Explain that every source and relationship in the example is fictional.

## 2. Question & boundaries

State the question and exclusion before showing the graph.

## 3. Entity register

Read node definitions so the audience does not infer meaning from a label alone.

## 4. Directed relationship map

Follow one directed relationship using its matching register entry.

## 5. Clusters & interpretation

Explain why each cluster was supplied; do not imply computed community detection.

## 6. Relation & source index

Pick an edge and locate its source ID.

## 7. Evidence paths

Walk the supplied entity path and separate proposal from observation.

## 8. Close reading

Read the full relationship note and return to its source.

## 9. Conflicts & open tensions

Keep both fictional interpretations visible.

## 10. Limitations

Ask which limitation matters most to the intended decision.

## 11. Next research actions

Assign only the supplied actions and evidence requirements.

## 12. Source register

Show how a reader would return to the source locator.