diff --git a/docs/reference/pfazure-command-reference.md b/docs/reference/pfazure-command-reference.md
index 2d2f19c029f..7634e28fa36 100644
--- a/docs/reference/pfazure-command-reference.md
+++ b/docs/reference/pfazure-command-reference.md
@@ -64,7 +64,7 @@ Inputs column mapping, use `${data.xx}` to refer to data file columns, use `${ru
 
 `--run`
 
-Referenced flow run name. For example, you can run an evaluation flow against an existing run. For example, "pfazure run create --flow evaluation_flow_dir --run existing_bulk_run".
+Referenced flow run name. For example, you can run an evaluation flow against an existing run. For example, "pfazure run create --flow evaluation_flow_dir --run existing_bulk_run --column-mapping url='${data.url}'".
 
 `--variant`
 
diff --git a/examples/flows/standard/basic-with-connection/README.md b/examples/flows/standard/basic-with-connection/README.md
index 214b054d42f..b2290461648 100644
--- a/examples/flows/standard/basic-with-connection/README.md
+++ b/examples/flows/standard/basic-with-connection/README.md
@@ -104,5 +104,5 @@ Run flow with connection `open_ai_connection`.
 az account set -s <your_subscription_id>
 az configure --defaults group=<your_resource_group_name> workspace=<your_workspace_name>
 
-pfazure run create --flow . --data ./data.jsonl --connections llm.connection=open_ai_connection --stream --runtime demo-mir
+pfazure run create --flow . --data ./data.jsonl --connections llm.connection=open_ai_connection --column-mapping text='${data.text}' --stream --runtime demo-mir
 ```
diff --git a/examples/flows/standard/basic/README.md b/examples/flows/standard/basic/README.md
index 5397899e564..babd8159835 100644
--- a/examples/flows/standard/basic/README.md
+++ b/examples/flows/standard/basic/README.md
@@ -110,7 +110,7 @@ az configure --defaults group=<your_resource_group_name> workspace=<your_workspa
 - Create run
 ```bash
 # run with environment variable reference connection in azureml workspace 
-pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --stream --runtime demo-mir
+pfazure run create --flow . --data ./data.jsonl --environment-variables AZURE_OPENAI_API_KEY='${open_ai_connection.api_key}' AZURE_OPENAI_API_BASE='${open_ai_connection.api_base}' --column-mapping text='${data.text}' --stream --runtime demo-mir
 # run using yaml file
 pfazure run create --file run.yml --stream --runtime demo-mir
 ```
diff --git a/examples/flows/standard/flow-with-additional-includes/README.md b/examples/flows/standard/flow-with-additional-includes/README.md
index b0cf7764d7b..368c5bcfbb2 100644
--- a/examples/flows/standard/flow-with-additional-includes/README.md
+++ b/examples/flows/standard/flow-with-additional-includes/README.md
@@ -76,8 +76,8 @@ az configure --defaults group=<your_resource_group_name> workspace=<your_workspa
 
 ``` bash
 # create run
-pfazure run create --flow . --data ./data.jsonl --stream --runtime demo-mir 
-# pfazure run create --flow . --data ./data.jsonl --stream # automatic runtime
+pfazure run create --flow . --data ./data.jsonl --column-mapping url='${data.url}' --stream --runtime demo-mir 
+# pfazure run create --flow . --data ./data.jsonl --column-mapping url='${data.url}' --stream # automatic runtime
 pfazure run create --file run.yml --runtime demo-mir
 # pfazure run create --file run.yml --stream # automatic runtime
 ```
diff --git a/examples/flows/standard/flow-with-symlinks/README.md b/examples/flows/standard/flow-with-symlinks/README.md
index 3ad80cad1af..11bdeac2b83 100644
--- a/examples/flows/standard/flow-with-symlinks/README.md
+++ b/examples/flows/standard/flow-with-symlinks/README.md
@@ -78,8 +78,8 @@ Reference [here](../../../../docs/how-to-guides/use-column-mapping.md) for defau
 
 ``` bash
 # create run
-pfazure run create --flow . --data ./data.jsonl --stream --runtime demo-mir --subscription <your_subscription_id> -g <your_resource_group_name> -w <your_workspace_name>
-# pfazure run create --flow . --data ./data.jsonl --stream # automatic runtime
+pfazure run create --flow . --data ./data.jsonl --column-mapping url='${data.url}' --stream --runtime demo-mir --subscription <your_subscription_id> -g <your_resource_group_name> -w <your_workspace_name>
+# pfazure run create --flow . --data ./data.jsonl --column-mapping url='${data.url}' --stream # automatic runtime
 
 # set default workspace
 az account set -s <your_subscription_id>
diff --git a/examples/flows/standard/web-classification/README.md b/examples/flows/standard/web-classification/README.md
index a03e6e0f3b3..bed00ebc03e 100644
--- a/examples/flows/standard/web-classification/README.md
+++ b/examples/flows/standard/web-classification/README.md
@@ -99,8 +99,8 @@ az account set -s <your_subscription_id>
 az configure --defaults group=<your_resource_group_name> workspace=<your_workspace_name>
 
 # create run
-pfazure run create --flow . --data ./data.jsonl --stream --runtime demo-mir
-# pfazure run create --flow . --data ./data.jsonl --stream # automatic runtime
+pfazure run create --flow . --data ./data.jsonl --column-mapping url='${data.url}' --stream --runtime demo-mir
+# pfazure run create --flow . --data ./data.jsonl --column-mapping url='${data.url}' --stream # automatic runtime
 
 # (Optional) create a new random run name for further use
 run_name="web_classification_"$(openssl rand -hex 12)