diff --git a/epi/knowledge_extraction/knowledge_extraction.md b/epi/knowledge_extraction/knowledge_extraction.md
index 0a36699..bf8f53d 100644
--- a/epi/knowledge_extraction/knowledge_extraction.md
+++ b/epi/knowledge_extraction/knowledge_extraction.md
@@ -7,7 +7,8 @@ nav_order: 5
 has_toc: true
 ---
 # SKEMA and COSMOS
-SKEMA + COSMOS run in parallel
+SKEMA + COSMOS run in parallel.
+
 Coming soon.
 
 ## Overview
diff --git a/epi/modeling/model_edit_valid.md b/epi/modeling/model_edit_valid.md
index 1c1768f..41e1829 100644
--- a/epi/modeling/model_edit_valid.md
+++ b/epi/modeling/model_edit_valid.md
@@ -8,8 +8,7 @@ has_toc: true
 ---
 # Model Editing and Validation Workflows
 
-Coming soon.
-Model --> Mira --> Funman
+Coming soon. (Model --> Mira --> Funman)
 
 ## Overview
 
diff --git a/epi/simulation/det_prob_sim.md b/epi/simulation/det_prob_sim.md
index e5f7128..5acbdba 100644
--- a/epi/simulation/det_prob_sim.md
+++ b/epi/simulation/det_prob_sim.md
@@ -1,15 +1,14 @@
 ---
 layout: default
 title: Deterministic and Probabilistic Simulation
-parent: Modeling
+parent: Simulation
 grand_parent: Epidemiology Use Case
 nav_order: 2
 has_toc: true
 ---
 # Deterministic and Probabilistic Simulation Workflows
 
-Julia Hub
-Coming soon.
+Coming soon. (Julia Hub)
 
 ## Overview
 
diff --git a/epi/simulation/prob_caus_sim.md b/epi/simulation/prob_caus_sim.md
index 9263421..58cb78b 100644
--- a/epi/simulation/prob_caus_sim.md
+++ b/epi/simulation/prob_caus_sim.md
@@ -1,15 +1,14 @@
 ---
 layout: default
 title: Probabilistic and Causal Simulation
-parent: Modeling
+parent: Simulation
 grand_parent: Epidemiology Use Case
 nav_order: 1
 has_toc: true
 ---
 # Probabilistic and Causal Simulation Workflows
 
-CIEMSS
-Coming soon.
+Coming soon. (CIEMSS)
 
 ## Overview