diff --git a/notebooks/NER_read-training-data.ipynb b/notebooks/NER_read-training-data.ipynb
index 52824eda960ba94b500f6dd8fdf62ea91444bb32..d8dd9c8be4f749096fc5aa8f6840b01eb31c9ffd 100644
--- a/notebooks/NER_read-training-data.ipynb
+++ b/notebooks/NER_read-training-data.ipynb
@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -80,7 +80,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -1089,7 +1089,7 @@
        " ...]"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1109,7 +1109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 4,
    "metadata": {
     "scrolled": true
    },
@@ -19179,7 +19179,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -23820,10 +23820,15 @@
     "            - values: text as string, entities as list, title as string (also contains year and document number)\n",
     "            \n",
     "each entity is a dictionary with start and end character (as integer) and the label (as string). The four possible entries for labels (so far) are:\n",
-    "- ORGANIZATION\n",
-    "- PERSON\n",
-    "- LOCATION\n",
-    "- MISC"
+    "- german:\n",
+    "    - ORGANIZATION\n",
+    "    - PERSON\n",
+    "    - LOCATION\n",
+    "    - MISC\n",
+    "- french:\n",
+    "    - I-ORG\n",
+    "    - I-PERS\n",
+    "    - I-LIEU"
    ]
   },
   {