diff --git a/unsel_dashboard-iterate.ipynb b/unsel_dashboard-iterate.ipynb
index c55b607553ba658bb86775893fd1595aebd03930..7f5e4a452490eb176f3dcbd43db239ad4e828cf0 100644
--- a/unsel_dashboard-iterate.ipynb
+++ b/unsel_dashboard-iterate.ipynb
@@ -344,6 +344,8 @@
     "    target_ref = CORPUS_DIR + corpus + '/current/*.ttl'\n",
     "    for file_ref in glob(target_ref):\n",
     "        if 'factoid' not in file_ref :\n",
+    "            # Patch for new UWs with for instance .§A in restrictions\n",
+    "            \n",
     "            work_graph.parse(file_ref)\n",
     "                      \n",
     "def load_cts(work_graph):    \n",
@@ -493,14 +495,22 @@
     "    print(v_text)\n",
     "    \n",
     "def loadFactoids(directory):\n",
-    "    ttlList = glob(directory+\"/*/current/*.ttl\")\n",
+    "    ttlList = glob(directory+\"/*/current/*_factoid.ttl\")\n",
     "    g = Graph()\n",
     "    for ttl in ttlList :\n",
     "        g.parse(ttl)\n",
     "    g.parse('/opt/dashboards/tools/tenet/frame/system-ontology.ttl')\n",
+    "    return(g)\n",
+    "\n",
+    "def loadSentences(directory):\n",
+    "    ttlList = glob(directory+\"/*/current/*.ttl\")\n",
+    "    g = Graph()\n",
+    "    for ttl in ttlList :\n",
+    "        if 'factoid' not in ttl:\n",
+    "            g.parse(ttl)\n",
     "    g.parse('/opt/dashboards/tools/tenet/config/unl-rdf-schema.ttl')\n",
     "    return(g)\n",
-    "    \n",
+    "\n",
     "possibleUnderspecificationQuery ='''\n",
     "PREFIX owl: <http://www.w3.org/2002/07/owl#>\n",
     "PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n",
@@ -688,12 +698,17 @@
     "                'warning':[possibleUnderspecificationQuery], \n",
     "                'info':[unfeaturedDomainOrRangeWithRefQuery]}\n",
     "\n",
-    "# On charge les factoïdes pour vérification des nouvelles phrases\n",
+    "# On charge les factoïdes puis les exigences pour vérification des nouvelles phrases\n",
     "g = loadFactoids(storeBase)\n",
     "sparqlUpdate.setQuery('INSERT DATA {'+g.serialize(format='nt')+'}')\n",
     "sparqlLog = sparqlUpdate.query()\n",
     "g.serialize(destination='/opt/dashboards/store/extraction2.ttl', format='turtle')\n",
     "owl2vowl('/opt/dashboards/store/extraction2.ttl')\n",
+    "\n",
+    "g = loadSentences(storeBase)\n",
+    "sparqlUpdate.setQuery('INSERT DATA {'+g.serialize(format='nt')+'}')\n",
+    "sparqlLog = sparqlUpdate.query()\n",
+    "\n",
     "#factoidList = [x.replace('..','/opt/dashboards') for x in glob(storeBase+\"/*/current/*factoid.ttl\")]\n",
     "#owl2vowl(FRAME_DIR + frame_file, importList=factoidList)\n",
     "\n",
@@ -728,6 +743,7 @@
     "    graph, finalInferResult = applyInferStep(uuidStr, graph, 'generation_dga_patch')\n",
     "    # -- Write result \n",
     "    factoidPath = storeBase+uuidStr+'/current/'+uuidStr+'_factoid.ttl'\n",
+    "    sentencePath = storeBase+uuidStr+'/current/'+uuidStr+'.ttl'\n",
     "    with open(factoidPath, 'w') as outfile:\n",
     "         outfile.write(finalInferResult)\n",
     "         outfile.close()\n",
@@ -736,6 +752,7 @@
     "    # -- Verification\n",
     "    factoidGraph = Graph()\n",
     "    factoidGraph.parse(factoidPath)\n",
+    "    factoidGraph.parse(sentencePath)    \n",
     "    sparqlUpdate.setQuery('INSERT DATA {'+factoidGraph.serialize(format='nt')+'}')\n",
     "    sparqlLog = sparqlUpdate.query()\n",
     "    createVerificationMessages(storeBase+uuidStr)"
@@ -1019,7 +1036,7 @@
     "        title=\"Inline Frame Example\"\n",
     "        width=\"{}\"\n",
     "        height=\"800\"\n",
-    "        src=\"https://unsel.tetras-lab.io/webvowl/#extraction\">\n",
+    "        src=\"https://unsel.tetras-lab.io/webvowl/#extraction2\">\n",
     "    </iframe>'''.format(pane_width)),\n",
     "        pn.Row(\n",
     "            #pn.pane.HTML('<a href=\"https://unsel.tetras-lab.io/webvowl#extraction\" target=\"_blank\"><button type=\"button\" class=\"btn btn-outline-secondary btn-sm\">Visualiser l\\'ontologie construite pour tout le corpus</button><a>'),\n",