diff --git a/docs/examples/pinecone-and-scaling.ipynb b/docs/examples/pinecone-and-scaling.ipynb
index 1dbce61f9893fe34f30a6d00e6facf2ccfe05149..8b11c661f70722f5616157bdc6edaba870973eca 100644
--- a/docs/examples/pinecone-and-scaling.ipynb
+++ b/docs/examples/pinecone-and-scaling.ipynb
@@ -292,7 +292,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Let's load our index first. As mentioned, `\"index\"` is the default index name and `\"namespace\"` is the default namespace name, so we don't need to specify this parameter — but we do so below for demonstrative purposes."
+    "Let's load our index first. As mentioned, `\"index\"` is the default index name and we are passing `\"namespace\"` as namespace name for the pinecone object."
    ]
   },
   {