diff --git a/lib/tasks/release_note.rake b/lib/tasks/release_note.rake
index 83220c52019..12d24a474e4 100644
--- a/lib/tasks/release_note.rake
+++ b/lib/tasks/release_note.rake
@@ -46,6 +46,7 @@ end
 def better(line)
   line = remove_prefix(line)
   line = escape_brackets(line)
+  line = remove_pull_request(line)
   line[0] = '\#' if line[0] == '#'
   if line[0]
     line[0] = line[0].capitalize
@@ -66,6 +67,10 @@ def escape_brackets(line)
     .gsub("]", "]`")
 end
 
+def remove_pull_request(line)
+  line.gsub(/ \(\#\d+\)$/, "")
+end
+
 def split_comments(text)
   text = normalize_terms(text)
   terms = ["FIX:", "FEATURE:", "UX:", "SECURITY:" , "PERF:"]