diff --git a/libs/core/langchain_core/language_models/_serializable_structured_output.py b/libs/core/langchain_core/language_models/_serializable_structured_output.py
new file mode 100644
index 0000000000000..94a1f494d7ba8
--- /dev/null
+++ b/libs/core/langchain_core/language_models/_serializable_structured_output.py
@@ -0,0 +1,94 @@
+"""Serializable components for structured output functionality."""
+
+from __future__ import annotations
+
+from typing import Any
+
+
+class SerializableParsingErrorHandler:
+    """Serializable replacement for `lambda _: None` in parsing error scenarios.
+
+    This class provides the same functionality as the lambda function but can be
+    pickled for thread persistence in LangGraph Studio.
+    """
+
+    def __call__(self, _: Any) -> None:
+        """Return None for any input, mimicking lambda _: None behavior."""
+        return
+
+    def __repr__(self) -> str:
+        """Provide a clear representation for debugging."""
+        return "SerializableParsingErrorHandler()"
+
+    def __eq__(self, other: object) -> bool:
+        """Support equality comparison for testing."""
+        return isinstance(other, SerializableParsingErrorHandler)
+
+    def __hash__(self) -> int:
+        """Support hashing for set/dict operations."""
+        return hash(self.__class__.__name__)
+
+    def __getstate__(self) -> dict[str, Any]:
+        """Control pickle serialization for production robustness."""
+        # This class has no state to preserve, return empty dict
+        return {}
+
+    def __setstate__(self, state: dict[str, Any]) -> None:
+        """Control pickle deserialization for production robustness."""
+        # This class has no state to restore, nothing to do
+
+
+class SerializableNoneAssigner:
+    """Serializable replacement for `lambda _: None` in RunnablePassthrough.assign().
+
+    Used in the fallback chain when parsing fails.
+    """
+
+    def __call__(self, _: Any) -> None:
+        """Return None for any input, used as fallback parsed value."""
+        return
+
+    def __repr__(self) -> str:
+        """Provide a clear representation for debugging."""
+        return "SerializableNoneAssigner()"
+
+    def __eq__(self, other: object) -> bool:
+        """Support equality comparison for testing."""
+        return isinstance(other, SerializableNoneAssigner)
+
+    def __hash__(self) -> int:
+        """Support hashing for set/dict operations."""
+        return hash(self.__class__.__name__)
+
+    def __getstate__(self) -> dict[str, Any]:
+        """Control pickle serialization for production robustness."""
+        # This class has no state to preserve, return empty dict
+        return {}
+
+    def __setstate__(self, state: dict[str, Any]) -> None:
+        """Control pickle deserialization for production robustness."""
+        # This class has no state to restore, nothing to do
+
+
+def get_serializable_error_handler() -> SerializableParsingErrorHandler:
+    """Get a serializable error handler instance.
+
+    This is a convenience function that can be used directly in place of
+    lambda _: None in RunnablePassthrough.assign() calls.
+
+    Returns:
+        SerializableParsingErrorHandler instance.
+    """
+    return SerializableParsingErrorHandler()
+
+
+def get_serializable_none_assigner() -> SerializableNoneAssigner:
+    """Get a serializable None assigner instance.
+
+    This is a convenience function that can be used directly in place of
+    lambda _: None in parsed value assignments.
+
+    Returns:
+        SerializableNoneAssigner instance.
+    """
+    return SerializableNoneAssigner()
diff --git a/libs/core/langchain_core/language_models/chat_models.py b/libs/core/langchain_core/language_models/chat_models.py
index a4acd7683d7d4..eb4efaf2c774a 100644
--- a/libs/core/langchain_core/language_models/chat_models.py
+++ b/libs/core/langchain_core/language_models/chat_models.py
@@ -24,6 +24,10 @@
     Callbacks,
 )
 from langchain_core.globals import get_llm_cache
+from langchain_core.language_models._serializable_structured_output import (
+    get_serializable_error_handler,
+    get_serializable_none_assigner,
+)
 from langchain_core.language_models._utils import (
     _normalize_messages,
     _update_message_content_to_blocks,
@@ -1633,9 +1637,12 @@ class AnswerWithJustification(BaseModel):
             )
         if include_raw:
             parser_assign = RunnablePassthrough.assign(
-                parsed=itemgetter("raw") | output_parser, parsing_error=lambda _: None
+                parsed=itemgetter("raw") | output_parser,
+                parsing_error=get_serializable_error_handler(),
+            )
+            parser_none = RunnablePassthrough.assign(
+                parsed=get_serializable_none_assigner()
             )
-            parser_none = RunnablePassthrough.assign(parsed=lambda _: None)
             parser_with_fallback = parser_assign.with_fallbacks(
                 [parser_none], exception_key="parsing_error"
             )