diff --git a/website/src/components/FlaggableElement.tsx b/website/src/components/FlaggableElement.tsx
index c4fe5c58..63370444 100644
--- a/website/src/components/FlaggableElement.tsx
+++ b/website/src/components/FlaggableElement.tsx
@@ -29,7 +29,7 @@ import useSWRMutation from "swr/mutation";
 
 export const FlaggableElement = (props) => {
   const [isEditing, setIsEditing] = useBoolean();
-  const { trigger } = useSWRMutation("/api/v1/text_labels", poster, {
+  const { trigger } = useSWRMutation("/api/set_label", poster, {
     onSuccess: () => {
       setIsEditing.off;
     },
@@ -42,7 +42,12 @@ export const FlaggableElement = (props) => {
         label_map.set(flag.attributeName, sliderValues[i]);
       }
     });
-    trigger({ post_id: props.post_id, label_map: Object.fromEntries(label_map), text: props.text });
+    trigger({
+      message_id: props.message_id,
+      post_id: props.post_id,
+      label_map: Object.fromEntries(label_map),
+      text: props.text,
+    });
   };
   const [checkboxValues, setCheckboxValues] = useState(new Array(TEXT_LABEL_FLAGS.length).fill(false));
   const [sliderValues, setSliderValues] = useState(new Array(TEXT_LABEL_FLAGS.length).fill(1));
@@ -184,40 +189,40 @@ interface textFlagLabels {
 const TEXT_LABEL_FLAGS: textFlagLabels[] = [
   // For the time being this list is configured on the FE.
   // In the future it may be provided by the API.
+  // {
+  //   attributeName: "fails_task",
+  //   labelText: "Fails to follow the correct instruction / task",
+  //   additionalExplanation: "__TODO__",
+  // },
+  // {
+  //   attributeName: "not_customer_assistant_appropriate",
+  //   labelText: "Inappropriate for customer assistant",
+  //   additionalExplanation: "__TODO__",
+  // },
   {
-    attributeName: "fails_task",
-    labelText: "Fails to follow the correct instruction / task",
-    additionalExplanation: "__TODO__",
-  },
-  {
-    attributeName: "not_customer_assistant_appropriate",
-    labelText: "Inappropriate for customer assistant",
-    additionalExplanation: "__TODO__",
-  },
-  {
-    attributeName: "contains_sexual_content",
+    attributeName: "sexual_content",
     labelText: "Contains sexual content",
   },
   {
-    attributeName: "contains_violent_content",
+    attributeName: "violence",
     labelText: "Contains violent content",
   },
-  {
-    attributeName: "encourages_violence",
-    labelText: "Encourages or fails to discourage violence/abuse/terrorism/self-harm",
-  },
-  {
-    attributeName: "denigrates_a_protected_class",
-    labelText: "Denigrates a protected class",
-  },
-  {
-    attributeName: "gives_harmful_advice",
-    labelText: "Fails to follow the correct instruction / task",
-    additionalExplanation:
-      "The advice given in the output is harmful or counter-productive. This may be in addition to, but is distinct from the question about encouraging violence/abuse/terrorism/self-harm.",
-  },
-  {
-    attributeName: "expresses_moral_judgement",
-    labelText: "Expresses moral judgement",
-  },
+  // {
+  //   attributeName: "encourages_violence",
+  //   labelText: "Encourages or fails to discourage violence/abuse/terrorism/self-harm",
+  // },
+  // {
+  //   attributeName: "denigrates_a_protected_class",
+  //   labelText: "Denigrates a protected class",
+  // },
+  // {
+  //   attributeName: "gives_harmful_advice",
+  //   labelText: "Fails to follow the correct instruction / task",
+  //   additionalExplanation:
+  //     "The advice given in the output is harmful or counter-productive. This may be in addition to, but is distinct from the question about encouraging violence/abuse/terrorism/self-harm.",
+  // },
+  // {
+  //   attributeName: "expresses_moral_judgement",
+  //   labelText: "Expresses moral judgement",
+  // },
 ];
diff --git a/website/src/components/Messages.tsx b/website/src/components/Messages.tsx
index 7b69bc50..226c6154 100644
--- a/website/src/components/Messages.tsx
+++ b/website/src/components/Messages.tsx
@@ -7,14 +7,15 @@ import { FlaggableElement } from "./FlaggableElement";
 export interface Message {
   text: string;
   is_assistant: boolean;
+  message_id: string;
 }
 
 export const Messages = ({ messages, post_id }: { messages: Message[]; post_id: string }) => {
   const items = messages.map((messageProps: Message, i: number) => {
+    const { message_id } = messageProps;
     const { text } = messageProps;
-
     return (
-      <FlaggableElement text={text} post_id={post_id} key={i + text}>
+      <FlaggableElement text={text} post_id={post_id} message_id={message_id} key={i + text}>
         <MessageView {...messageProps} />
       </FlaggableElement>
     );
@@ -23,7 +24,7 @@ export const Messages = ({ messages, post_id }: { messages: Message[]; post_id:
   return <Grid gap={2}>{items}</Grid>;
 };
 
-export const MessageView = ({ is_assistant, text }: Message) => {
+export const MessageView = ({ is_assistant, text, message_id }: Message) => {
   const { colorMode } = useColorMode();
 
   const bgColor = useMemo(() => {
diff --git a/website/src/pages/api/set_label.ts b/website/src/pages/api/set_label.ts
new file mode 100644
index 00000000..4db5ddaf
--- /dev/null
+++ b/website/src/pages/api/set_label.ts
@@ -0,0 +1,41 @@
+import { getToken } from "next-auth/jwt";
+import prisma from "src/lib/prismadb";
+
+/**
+ * Sets the Label in the Backend.
+ *
+ */
+const handler = async (req, res) => {
+  const token = await getToken({ req });
+
+  // Return nothing if the user isn't registered.
+  if (!token) {
+    res.status(401).end();
+    return;
+  }
+
+  // Parse out the local message_id, task ID and the interaction contents.
+  const { message_id, post_id, label_map, text } = await JSON.parse(req.body);
+
+  const interactionRes = await fetch(`${process.env.FASTAPI_URL}/api/v1/text_labels`, {
+    method: "POST",
+    headers: {
+      "X-API-Key": process.env.FASTAPI_KEY,
+      "Content-Type": "application/json",
+    },
+    body: JSON.stringify({
+      type: "text_labels",
+      message_id: message_id,
+      labels: label_map,
+      text: text,
+      user: {
+        id: token.sub,
+        display_name: token.name || token.email,
+        auth_method: "local",
+      },
+    }),
+  });
+  res.status(interactionRes.status).end();
+};
+
+export default handler;
diff --git a/website/src/pages/label/label_initial_prompt.tsx b/website/src/pages/label/label_initial_prompt.tsx
index 0c3b47be..e400e8fd 100644
--- a/website/src/pages/label/label_initial_prompt.tsx
+++ b/website/src/pages/label/label_initial_prompt.tsx
@@ -43,7 +43,7 @@ const LabelInitialPrompt = () => {
         <>
           <h5 className="text-lg font-semibold">Label Initial Prompt</h5>
           <p className="text-lg py-1">Provide labels for the following prompt</p>
-          <MessageView text={task.prompt} is_assistant />
+          <MessageView text={task.prompt} is_assistant message_id={task.message_id} />
         </>
         <CheckboxSliderGroup labelIDs={task.valid_labels} onChange={setSliderValues} />
       </TwoColumnsWithCards>