diff --git a/depicts/wd_catalog.py b/depicts/wd_catalog.py
index 1e2dbc4..fea312f 100644
--- a/depicts/wd_catalog.py
+++ b/depicts/wd_catalog.py
@@ -192,7 +192,9 @@ def get_catalog_from_painting(entity):
 
     try:
         check_catalog(entity, catalog)
-    except requests.exceptions.ReadTimeout:
+    except (requests.exceptions.ReadTimeout,
+            requests.exceptions.ConnectTimeout,
+            requests.exceptions.ConnectionError):
         pass
 
     return catalog