diff --git a/langchain/callbacks/manager.py b/langchain/callbacks/manager.py
index c407cc5c13..b438550b69 100644
--- a/langchain/callbacks/manager.py
+++ b/langchain/callbacks/manager.py
@@ -200,11 +200,15 @@ def _handle_event(
                     **kwargs,
                 )
             else:
-                logger.warning(f"Error in {event_name} callback: {e}")
+                logger.warning(
+                    f"Error in {handler.__class__.__name__}.{event_name} callback: {e}"
+                )
         except Exception as e:
+            logger.warning(
+                f"Error in {handler.__class__.__name__}.{event_name} callback: {e}"
+            )
             if handler.raise_error:
                 raise e
-            logger.warning(f"Error in {event_name} callback: {e}")
 
 
 async def _ahandle_event_for_handler(
@@ -236,11 +240,15 @@ async def _ahandle_event_for_handler(
                 **kwargs,
             )
         else:
-            logger.warning(f"Error in {event_name} callback: {e}")
+            logger.warning(
+                f"Error in {handler.__class__.__name__}.{event_name} callback: {e}"
+            )
     except Exception as e:
+        logger.warning(
+            f"Error in {handler.__class__.__name__}.{event_name} callback: {e}"
+        )
         if handler.raise_error:
             raise e
-        logger.warning(f"Error in {event_name} callback: {e}")
 
 
 async def _ahandle_event(
diff --git a/langchain/evaluation/run_evaluators/base.py b/langchain/evaluation/run_evaluators/base.py
index aa46554862..b640719c02 100644
--- a/langchain/evaluation/run_evaluators/base.py
+++ b/langchain/evaluation/run_evaluators/base.py
@@ -11,7 +11,6 @@ from langchain.callbacks.manager import (
     CallbackManagerForChainRun,
 )
 from langchain.chains.base import Chain
-from langchain.chains.llm import LLMChain
 from langchain.schema import RUN_KEY, BaseOutputParser
 
 
@@ -39,7 +38,7 @@ class RunEvaluatorChain(Chain, RunEvaluator):
 
     input_mapper: RunEvaluatorInputMapper
     """Maps the Run and Optional example to a dictionary for the eval chain."""
-    eval_chain: LLMChain
+    eval_chain: Chain
     """The evaluation chain."""
     output_parser: RunEvaluatorOutputParser
     """Parse the output of the eval chain into feedback."""
diff --git a/langchain/evaluation/run_evaluators/implementations.py b/langchain/evaluation/run_evaluators/implementations.py
index a086a23b23..6b70d80d61 100644
--- a/langchain/evaluation/run_evaluators/implementations.py
+++ b/langchain/evaluation/run_evaluators/implementations.py
@@ -1,6 +1,6 @@
 from typing import Any, Dict, Mapping, Optional, Sequence, Union
 
-from langchainplus_sdk.evaluation.evaluator import EvaluationResult
+from langchainplus_sdk.evaluation import EvaluationResult
 from langchainplus_sdk.schemas import Example, Run
 from pydantic import BaseModel