diff --git a/examples/op_examples/extract.py b/examples/op_examples/extract.py
index cb82ab2e..d41f1adf 100644
--- a/examples/op_examples/extract.py
+++ b/examples/op_examples/extract.py
@@ -23,7 +23,8 @@
     "masked_col_2": "The age of the person",
 }
 
-new_df = df.sem_extract(input_cols, output_cols, extract_quotes=True)
+# you can optionally set extract_quotes=True to return quotes that support each output
+new_df = df.sem_extract(input_cols, output_cols, extract_quotes=True) 
 print(new_df)
 
 # A description can also be omitted for each output column