diff --git a/sdks/python/apache_beam/runners/worker/sdk_worker.py b/sdks/python/apache_beam/runners/worker/sdk_worker.py
index 6060ff8d54a8..82e23c9343aa 100644
--- a/sdks/python/apache_beam/runners/worker/sdk_worker.py
+++ b/sdks/python/apache_beam/runners/worker/sdk_worker.py
@@ -1454,7 +1454,14 @@ def wait(self, timeout=None):
 
   def get(self, timeout=None):
     # type: (Optional[float]) -> T
-    return self._func(*(arg.get(timeout) for arg in self._args))
+    # List comprehension, not generator: *(gen) causes CPython to build the
+    # argument tuple incrementally via _PyTuple_Resize, which asserts
+    # Py_REFCNT(v)==1. A GC cycle between yields can increment that refcount,
+    # raising SystemError (Objects/tupleobject.c:927). See
+    # https://github.com/python/cpython/issues/127058 (fixed in 3.14.0a3+:
+    # https://github.com/python/cpython/commit/5a23994). *[list] allocates the
+    # tuple once at its final size, avoiding the resize entirely.
+    return self._func(*[arg.get(timeout) for arg in self._args])
 
   def set(self, value):
     # type: (T) -> _Future[T]
diff --git a/sdks/python/apache_beam/runners/worker/sdk_worker_test.py b/sdks/python/apache_beam/runners/worker/sdk_worker_test.py
index 7b53f274cac2..76e428f06464 100644
--- a/sdks/python/apache_beam/runners/worker/sdk_worker_test.py
+++ b/sdks/python/apache_beam/runners/worker/sdk_worker_test.py
@@ -704,6 +704,38 @@ def testShortIdAssignment(self):
           % case.info)
 
 
+class DeferredCallTest(unittest.TestCase):
+  """Tests for _DeferredCall.get()."""
+  def test_get_single_arg(self):
+    f = sdk_worker._Future().set(42)
+    call = sdk_worker._DeferredCall(lambda x: x, f)
+    self.assertEqual(call.get(), 42)
+
+  def test_get_multiple_args(self):
+    futures = [sdk_worker._Future().set(i) for i in range(5)]
+    call = sdk_worker._DeferredCall(lambda *args: sum(args), *futures)
+    self.assertEqual(call.get(), sum(range(5)))
+
+  def test_get_non_future_args_are_wrapped(self):
+    # __init__ wraps non-Future values in _Future().set(v); get() must work.
+    call = sdk_worker._DeferredCall(lambda x, y: x * y, 3, 7)
+    self.assertEqual(call.get(), 21)
+
+  def test_get_mixed_future_and_value_args(self):
+    a = sdk_worker._Future().set(10)
+    call = sdk_worker._DeferredCall(lambda x, y: x + y, a, 5)
+    self.assertEqual(call.get(), 15)
+
+  def test_get_zero_args(self):
+    call = sdk_worker._DeferredCall(lambda: 99)
+    self.assertEqual(call.get(), 99)
+
+  def test_get_preserves_return_value_type(self):
+    f = sdk_worker._Future().set({'key': 'val'})
+    call = sdk_worker._DeferredCall(lambda d: d, f)
+    self.assertEqual(call.get(), {'key': 'val'})
+
+
 def monitoringInfoMetadata(info):
   return {
       descriptor.name: value