diff --git a/docs/flows/ranking.md b/docs/flows/ranking.md
index 4118964086..d5cf728d09 100644
--- a/docs/flows/ranking.md
+++ b/docs/flows/ranking.md
@@ -59,12 +59,12 @@ flow_item = flow.create_new_flow_batch(
         "https://example.com/image_b.jpg",
         "https://example.com/image_c.jpg",
     ],
-    context="These images were generated by model X", # (1)!
+    context="A red fox sitting in a snowy forest at sunrise", # (1)!
     time_to_live=300, # (2)!
 )
 ```
 
-1. Shown alongside the instruction for each comparison.
+1. Shown alongside the instruction for each comparison — here, the prompt the images were generated from.
 2. Stops the flow item after this many seconds and returns the responses collected so far. Up to 1 hour, and at least 60 seconds with the default flow settings; defaults to 4 minutes when omitted.
 
 ## 3. Get Results