diff --git a/IPython/core/displayhook.py b/IPython/core/displayhook.py
index a236522..d6d3be2 100644
--- a/IPython/core/displayhook.py
+++ b/IPython/core/displayhook.py
@@ -317,4 +317,4 @@ class CapturingDisplayHook(object):
         if result is None:
             return
         format_dict, md_dict = self.shell.display_formatter.format(result)
-        self.outputs.append((format_dict, md_dict))
+        self.outputs.append({ 'data': format_dict, 'metadata': md_dict })
diff --git a/IPython/core/tests/test_displayhook.py b/IPython/core/tests/test_displayhook.py
index 7887f77..a00357b 100644
--- a/IPython/core/tests/test_displayhook.py
+++ b/IPython/core/tests/test_displayhook.py
@@ -101,3 +101,11 @@ def test_interactivehooks_ast_modes_semi_supress():
 
     finally:
         ip.ast_node_interactivity = saved_mode
+
+def test_capture_display_hook_format():
+    """Tests that the capture display hook conforms to the CapturedIO output format"""
+    hook = CapturingDisplayHook(ip)
+    hook({"foo": "bar"})
+    captured = CapturedIO(sys.stdout, sys.stderr, hook.outputs)
+    # Should not raise with RichOutput transformation error
+    captured.outputs