diff --git a/.github/workflows/pr-title-update.yml b/.github/workflows/pr-title-update.yml
index a4f6e32ebf47..482794257069 100644
--- a/.github/workflows/pr-title-update.yml
+++ b/.github/workflows/pr-title-update.yml
@@ -18,8 +18,8 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
           PR_NUMBER=${{ github.event.pull_request.number }}
-          TARGET_BRANCH=$(gh pr view $PR_NUMBER --json baseRefName -q .baseRefName)
-          PR_TITLE=$(gh pr view $PR_NUMBER --json title -q .title)
+          TARGET_BRANCH="${{ github.base_ref }}"
+          PR_TITLE="${{ github.event.pull_request.title }}"
           VERSION=$(echo $TARGET_BRANCH | grep -oP '\d+\.\d+')
           if [[ -n "$VERSION" && ! "$PR_TITLE" =~ ^\[$VERSION\] ]]; then
             NEW_TITLE="[$VERSION] $PR_TITLE"