diff --git a/docs/docs/how-tos/human_in_the_loop/review-tool-calls.ipynb b/docs/docs/how-tos/human_in_the_loop/review-tool-calls.ipynb
index d87ee13e5..d647483ba 100644
--- a/docs/docs/how-tos/human_in_the_loop/review-tool-calls.ipynb
+++ b/docs/docs/how-tos/human_in_the_loop/review-tool-calls.ipynb
@@ -30,7 +30,7 @@
     "3. Give natural language feedback, and then pass that back to the agent\n",
     "\n",
     "\n",
-    "We can implement these in LangGraph using a [`interrupt()`][langgraph.types.interrupt]. `interrupt` allows us to stop graph execution to collect input from a user and continue execution with collected input:\n",
+    "We can implement these in LangGraph using the [`interrupt()`][langgraph.types.interrupt] function. `interrupt` allows us to stop graph execution to collect input from a user and continue execution with collected input:\n",
     "\n",
     "\n",
     "```python\n",
diff --git a/docs/docs/how-tos/human_in_the_loop/wait-user-input.ipynb b/docs/docs/how-tos/human_in_the_loop/wait-user-input.ipynb
index 5805447bc..e13c17b41 100644
--- a/docs/docs/how-tos/human_in_the_loop/wait-user-input.ipynb
+++ b/docs/docs/how-tos/human_in_the_loop/wait-user-input.ipynb
@@ -19,7 +19,7 @@
     "\n",
     "**Human-in-the-loop (HIL)** interactions are crucial for [agentic systems](https://langchain-ai.github.io/langgraph/concepts/agentic_concepts/#human-in-the-loop). Waiting for human input is a common HIL interaction pattern, allowing the agent to ask the user clarifying questions and await input before proceeding. \n",
     "\n",
-    "We can implement this in LangGraph using [`interrupt()`][langgraph.types.interrupt]: `interrupt` allows us to stop graph execution to collect input from a user and continue execution with collected input."
+    "We can implement this in LangGraph using the [`interrupt()`][langgraph.types.interrupt] function. `interrupt` allows us to stop graph execution to collect input from a user and continue execution with collected input."
    ]
   },
   {