diff --git a/mkdocs.yml b/mkdocs.yml
index 20287a0..dca8043 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -151,13 +151,13 @@ nav:
     - Self Critique: 'examples/self_critique.md'
     - Extracting Tables: 'examples/extracting_tables.md'
     - Moderation: 'examples/moderation.md'
-    - Citations: 'examples/exact_citations.md'
+    - Citing Sources: 'examples/exact_citations.md'
     - Knowledge Graph: 'examples/knowledge_graph.md'
-    - Entity Resolution: 'examples/entity_resolution.md'
-    - Search Queries: 'examples/search.md'
+    - Extracting Complex Entities: 'examples/entity_resolution.md'
+    - Expanding Search Queries: 'examples/search.md'
     - Query Decomposition: 'examples/planning-tasks.md'
     - Recursive Schemas: 'examples/recursive.md'
-    - Action Item and Dependency Mapping: 'examples/action_items.md'
+    - Extracting Related Action Items: 'examples/action_items.md'
     - Multi-File Code Generation: 'examples/gpt-engineer.md'
     - PII Data Sanitization: 'examples/pii.md'
     - Open Source: 'examples/open_source.md'