diff --git a/contoso-chat/run.yml b/contoso-chat/run.yml
index 91c15c0b..b9d10d8e 100644
--- a/contoso-chat/run.yml
+++ b/contoso-chat/run.yml
@@ -5,6 +5,10 @@ data: ../data/salestestdata.jsonl
 # define cloud resource
 runtime: automatic
 
+column_mapping:
+  customerId: ${data.customerId}
+  question: ${data.question}
+
 connections:
   llm_response:
     connection: aoai-connection
diff --git a/contoso-chat/run_evaluation_multi.yml b/contoso-chat/run_evaluation_multi.yml
index e78378d1..9e2dd0fd 100644
--- a/contoso-chat/run_evaluation_multi.yml
+++ b/contoso-chat/run_evaluation_multi.yml
@@ -14,13 +14,13 @@ runtime: automatic
 connections:
   groundedness_score:
     connection: aoai-connection
-    deployment_name: gpt-35-turbo
+    deployment_name: gpt-4
   fluency_score:
     connection: aoai-connection
-    deployment_name: gpt-35-turbo
+    deployment_name: gpt-4
   coherence_score:
     connection: aoai-connection
-    deployment_name: gpt-35-turbo
+    deployment_name: gpt-4
   relevance_score:
     connection: aoai-connection
-    deployment_name: gpt-35-turbo
\ No newline at end of file
+    deployment_name: gpt-4
\ No newline at end of file
diff --git a/contoso-support/run.yml b/contoso-support/run.yml
index d436fae3..420d26b8 100644
--- a/contoso-support/run.yml
+++ b/contoso-support/run.yml
@@ -5,6 +5,10 @@ data: ../data/supporttestdata.jsonl
 # define cloud resource
 runtime: automatic
 
+column_mapping:
+  customerId: ${data.customerId}
+  question: ${data.question}
+
 connections:
   llm_call:
     connection: aoai-connection