diff --git a/02_Taguette_Post-Process.py b/02_Taguette_Post-Process.py
index 704cae0..f456a3a 100644
--- a/02_Taguette_Post-Process.py
+++ b/02_Taguette_Post-Process.py
@@ -227,8 +227,7 @@ def _(mo, rows_to_edit, split_rows_editor):
         **{len(rows_to_edit)} rows** were split from multi-context entries.
         Please review them below:
         1. Update the `sentiment` column (-1, 0, 1) for each row based on the specific context.
-        2. Uncheck `manual_analysis` when you are done reviewing a row.
-        3. Click **Submit** to apply changes.
+        2. Click **Submit** to apply changes.
         """),
         split_rows_editor
     ])
@@ -250,7 +249,7 @@ def _(mo, split_rows_editor):
         ]
         assert needs_review.empty, f"{len(needs_review)} manual-analysis rows missing sentiment -1/0/1"
 
-    print("✓ Manual-analysis rows have valid sentiment values")
+    print("Verification: ✓ All Manual-analysis rows have valid sentiment values")
     return (reviewed_manual_rows,)
 
 
@@ -271,8 +270,6 @@ def _(mo):
 
 @app.cell
 def _(sentiment_df):
-    # TODO: Implement sentiment analysis and add 'sentiment' column
-
     # for now, create an empty sentiment column with randomized dummy values for testing
     # only for 'VT -' and 'CT -' tags
     import random