diff --git a/particula/abc_factory.py b/particula/abc_factory.py
index 6b8affe14..3bcdadc78 100644
--- a/particula/abc_factory.py
+++ b/particula/abc_factory.py
@@ -15,7 +15,7 @@
 
 class StrategyFactory(ABC, Generic[BuilderT, StrategyT]):
     """
-    Abstract base class for factories.
+    Abstract base class for strategy factories.
     """
 
     @abstractmethod
diff --git a/particula/particles/representation.py b/particula/particles/representation.py
index 4bea2c981..5186a11ce 100644
--- a/particula/particles/representation.py
+++ b/particula/particles/representation.py
@@ -68,10 +68,6 @@ def __str__(self) -> str:
             - str : A string representation of the particle representation.
 
         Example:
-            ``` py title="Print"
-            print(particle_representation)
-            ```
-
             ``` py title="Get String Representation"
             str_rep = str(particle_representation)
             print(str_rep)