diff --git a/jedi/evaluate/compiled/mixed.py b/jedi/evaluate/compiled/mixed.py
index 50655997..da801c32 100644
--- a/jedi/evaluate/compiled/mixed.py
+++ b/jedi/evaluate/compiled/mixed.py
@@ -47,9 +47,7 @@ class MixedObject(ContextWrapper):
         yield MixedObjectFilter(self.evaluator, self)
 
     def py__call__(self, arguments):
-        print(self._wrapped_context)
-        print(to_stub(self._wrapped_context))
-        return self._wrapped_context.py__call__(arguments)
+        return (to_stub(self._wrapped_context) or self._wrapped_context).py__call__(arguments)
 
     def __repr__(self):
         return '<%s: %s>' % (
diff --git a/jedi/evaluate/gradual/typeshed.py b/jedi/evaluate/gradual/typeshed.py
index 4019e149..10424f2f 100644
--- a/jedi/evaluate/gradual/typeshed.py
+++ b/jedi/evaluate/gradual/typeshed.py
@@ -4,7 +4,7 @@ import re
 from jedi.file_io import FileIO
 from jedi._compatibility import FileNotFoundError, cast_path
 from jedi.parser_utils import get_cached_code_lines
-from jedi.evaluate.base_context import ContextSet
+from jedi.evaluate.base_context import ContextSet, NO_CONTEXTS
 from jedi.evaluate.gradual.stub_context import TypingModuleWrapper, StubModuleContext
 
 _jedi_path = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
@@ -124,6 +124,8 @@ def _try_to_load_stub_cached(evaluator, import_names, *args, **kwargs):
     except KeyError:
         pass
 
+    # TODO is this needed? where are the exceptions coming from that make this
+    # necessary? Just remove this line.
     evaluator.stub_module_cache[import_names] = None
     evaluator.stub_module_cache[import_names] = result = \
         _try_to_load_stub(evaluator, import_names, *args, **kwargs)
@@ -138,8 +140,16 @@ def _try_to_load_stub(evaluator, import_names, actual_context_set,
     This is modelled to work like "PEP 561 -- Distributing and Packaging Type
     Information", see https://www.python.org/dev/peps/pep-0561.
     """
+    if parent_module_context is None and len(import_names) > 1:
+        try:
+            parent_module_context = _try_to_load_stub_cached(
+                evaluator, import_names[:-1], NO_CONTEXTS,
+                parent_module_context=None, sys_path=sys_path)
+        except KeyError:
+            pass
+
     # 1. Try to load foo-stubs folders on path for import name foo.
-    if not parent_module_context:
+    if len(import_names) == 1:
         # foo-stubs
         for p in sys_path:
             init = os.path.join(p, *import_names) + '-stubs' + os.path.sep + '__init__.pyi'
diff --git a/test/test_evaluate/test_compiled.py b/test/test_evaluate/test_compiled.py
index 1c6f5190..a04dfd4b 100644
--- a/test/test_evaluate/test_compiled.py
+++ b/test/test_evaluate/test_compiled.py
@@ -104,6 +104,9 @@ def test_getitem_on_none(Script):
     assert issue.name == 'type-error-not-subscriptable'
 
 
+def _return_int():
+    return 1
+
 @pytest.mark.parametrize(
     'attribute, expected_name, expected_parent', [
         ('x', 'int', 'builtins'),
@@ -112,6 +115,7 @@ def test_getitem_on_none(Script):
         ('cos', 'cos', 'math'),
         ('dec', 'Decimal', 'decimal'),
         ('dt', 'datetime', 'datetime'),
+        ('ret_int', '_return_int', 'test.test_evaluate.test_compiled'),
     ]
 )
 def test_parent_context(same_process_evaluator, attribute, expected_name, expected_parent):
@@ -126,6 +130,7 @@ def test_parent_context(same_process_evaluator, attribute, expected_name, expect
         cos = math.cos
         dec = decimal.Decimal(1)
         dt = datetime.datetime(2000, 1, 1)
+        ret_int = _return_int
 
     o = compiled.CompiledObject(
         same_process_evaluator,