diff --git a/docs/_static/llama-stack-spec.html b/docs/_static/llama-stack-spec.html
index 43ffd0bab..4fe542262 100644
--- a/docs/_static/llama-stack-spec.html
+++ b/docs/_static/llama-stack-spec.html
@@ -8791,10 +8791,10 @@
                             "type": "string",
                             "enum": [
                                 "post-training/messages",
-                                "eval/question-answer"
+                                "eval/messages-answer"
                             ],
                             "title": "DatasetPurpose",
-                            "description": "Purpose of the dataset. Each type has a different column format."
+                            "description": "Purpose of the dataset. Each purpose has a required input data schema."
                         },
                         "description": "The purposes that this scoring function can be used for."
                     }
diff --git a/docs/_static/llama-stack-spec.yaml b/docs/_static/llama-stack-spec.yaml
index aa353b432..d9939d1c0 100644
--- a/docs/_static/llama-stack-spec.yaml
+++ b/docs/_static/llama-stack-spec.yaml
@@ -6069,10 +6069,10 @@ components:
             type: string
             enum:
               - post-training/messages
-              - eval/question-answer
+              - eval/messages-answer
             title: DatasetPurpose
             description: >-
-              Purpose of the dataset. Each type has a different column format.
+              Purpose of the dataset. Each purpose has a required input data schema.
           description: >-
             The purposes that this scoring function can be used for.
       additionalProperties: false