diff --git a/convert-anystyle-data/tei-to-biblstruct-gs.ipynb b/convert-anystyle-data/tei-to-biblstruct-gs.ipynb
index 3f9c179f5186f1ae3358b0212e7fab8fb6447c24..839846dde2ce58646c429033fc4327cb16e3c86c 100644
--- a/convert-anystyle-data/tei-to-biblstruct-gs.ipynb
+++ b/convert-anystyle-data/tei-to-biblstruct-gs.ipynb
@@ -59,7 +59,9 @@
   {
    "metadata": {},
    "cell_type": "markdown",
-   "source": "We first need to add an identifier to each `<bibl>` element so that the corresponding `<biblStruct>` element can be found",
+   "source": [
+    "We first need to add an identifier to each `<bibl>` element so that the corresponding `<biblStruct>` element can be found"
+   ],
    "id": "3bb25cf372bf9e66"
   },
   {
diff --git a/convert-anystyle-data/tei-to-gold.ipynb b/convert-anystyle-data/tei-to-gold.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..adeed2e9a2838e6ee026d58c4f3425ee2de8ff67
--- /dev/null
+++ b/convert-anystyle-data/tei-to-gold.ipynb
@@ -0,0 +1,99 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "source": [
+    "# Translate TEI/bibl to final gold standard schema\n"
+   ],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "a7894c78ec06bd10"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "outputs": [
+    {
+     "data": {
+      "text/plain": "'3 See R. Goff, ‘The Search for Principle’ (1983) Proceeedings of the British Academy 169, at 171. This is an\\n            amplification of Dicey’s remark that ‘[b]y adequate study and careful thought whole departments of law can .\\n            . . be reduced to order and exhibited under the form of a few principles which sum up the effect of a\\n            hundred cases . . .’. A. Dicey, Can English Law be taught at the Universities? (1883) 20.'"
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from lxml import etree\n",
+    "tree = etree.parse('./schema/gold_standard.xml')\n",
+    "input_formatted = tree.find(\".//input[@type='formatted']\")\n",
+    "etree.tounicode(input_formatted, method='text').strip()"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2024-10-08T11:18:49.880708500Z",
+     "start_time": "2024-10-08T11:18:49.873127500Z"
+    }
+   },
+   "id": "78f4e23b884790d"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "outputs": [
+    {
+     "data": {
+      "text/plain": "'3 See R. Goff, ‘The Search for Principle’ (1983) Proceeedings of the British Academy 169, at 171. This is an amplification of Dicey’s remark that ‘[b]y adequate study and careful thought whole departments of law can . . . be reduced to order and exhibited under the form of a few principles which sum up the effect of a hundred cases . . .’. A. Dicey, Can English Law be taught at the Universities? (1883) 20.'"
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "input_raw = tree.find(\".//input[@type='raw']\")\n",
+    "etree.tounicode(input_raw, method='text').strip()"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2024-10-08T11:18:42.693696400Z",
+     "start_time": "2024-10-08T11:18:42.668273100Z"
+    }
+   },
+   "id": "cfb51a0fd0603503"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "897eaa6d13d1a498"
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}