diff --git a/langchain/chains/base.py b/langchain/chains/base.py
index c830d0b1b7f..cc32f2eca76 100644
--- a/langchain/chains/base.py
+++ b/langchain/chains/base.py
@@ -60,7 +60,7 @@ class Chain(BaseModel, ABC):
     ) -> BaseCallbackManager:
         """If callback manager is None, set it.
 
-        This allows users to pass in None as context manager, which is a nice UX.
+        This allows users to pass in None as callback manager, which is a nice UX.
         """
         return callback_manager or get_callback_manager()
 
diff --git a/langchain/llms/base.py b/langchain/llms/base.py
index d3b9990112a..fbd77546b76 100644
--- a/langchain/llms/base.py
+++ b/langchain/llms/base.py
@@ -37,7 +37,7 @@ class BaseLLM(BaseModel, ABC):
     ) -> BaseCallbackManager:
         """If callback manager is None, set it.
 
-        This allows users to pass in None as context manager, which is a nice UX.
+        This allows users to pass in None as callback manager, which is a nice UX.
         """
         return callback_manager or get_callback_manager()