diff --git a/holoviews/core/spaces.py b/holoviews/core/spaces.py
index af0d6ea43d..33df4b3fea 100644
--- a/holoviews/core/spaces.py
+++ b/holoviews/core/spaces.py
@@ -1671,8 +1671,11 @@ def inner_fn(outer_vals, *key, **dynkwargs):
                         inner_vals = [(d.name, k) for d, k in inner_dims]
                         return self.select(**dict(outer_vals+inner_vals)).last
                     if inner_kdims or self.streams:
-                        group = self.clone(callback=partial(inner_fn, outer_vals),
-                                           kdims=inner_kdims)
+                        callback = Callable(partial(inner_fn, outer_vals),
+                                            inputs=[self])
+                        group = self.clone(
+                            callback=callback, kdims=inner_kdims
+                        )
                     else:
                         group = inner_fn(outer_vals, ())
                     groups.append((outer, group))
diff --git a/holoviews/tests/core/testdynamic.py b/holoviews/tests/core/testdynamic.py
index 495543a8df..8dfbfa68db 100644
--- a/holoviews/tests/core/testdynamic.py
+++ b/holoviews/tests/core/testdynamic.py
@@ -332,6 +332,9 @@ def plot_function(mydim, data):
         self.assertIsInstance(ndlayout[0], DynamicMap)
         data = np.array([(0, 0, 0), (1, 1, 1), (2, 2, 2)])
         buff.send(data)
+        self.assertIs(ndlayout[0].callback.inputs[0], dmap)
+        self.assertIs(ndlayout[1].callback.inputs[0], dmap)
+        self.assertIs(ndlayout[2].callback.inputs[0], dmap)
         self.assertEqual(ndlayout[0][()], Scatter([(0, 0)]))
         self.assertEqual(ndlayout[1][()], Scatter([(1, 1)]))
         self.assertEqual(ndlayout[2][()], Scatter([(2, 2)]))