From 1b565f32bdaa2c7a050ab5dda6c30158e0bf12ce Mon Sep 17 00:00:00 2001
From: nadia <nwarslan@cl.uni-heidelberg.de>
Date: Mon, 24 Jan 2022 09:50:08 +0100
Subject: [PATCH] update

---
 amr/TO_REPARSE.txt                    |    2 +
 code/generalized_graph_building.ipynb | 2901 ++++++++++++-------------
 2 files changed, 1449 insertions(+), 1454 deletions(-)

diff --git a/amr/TO_REPARSE.txt b/amr/TO_REPARSE.txt
index 22445303..181cd034 100644
--- a/amr/TO_REPARSE.txt
+++ b/amr/TO_REPARSE.txt
@@ -4,3 +4,5 @@
 
 {'dimension': '3', 'quality': 1, 'worker_id': 101, 'rules': [["Tom is at a realtor's office", 'Enables', 'Tom decided to buy a vacation home'], ["{Tom}_[subject] {is}_[verb] {at}_[preposition] {a realtor's office}_[object]", 'Enables', '{Tom}_[subject] {decided}_[verb] {to }_[preposition1] {buy}_[object1] {a vacation home}_[object2]'], ["Someone_A is at Somewhere_A (that is the realtor's office)", 'Enables', 'Someone_A decided to buy Something_A (that is a vacation home)'], ["{Someone_A}_[subject] {is}_[verb] {at}_[preposition] {Somewhere_A ||that is the realtor's office||}_[object]", 'Enables', '{Someone_A}_[subject] {decided}_[verb] {to }_[preposition1] {buy}_[object1] {Something_A ||that is a vacation home||}_[object2]']], '2parse': [["Tom is at a realtor's office", 'Enables', 'Tom decided to buy a vacation home'], ['Max is at France', 'Enables', 'Max decided to buy crown']], 'general_0': ["someone_a is at somewhere_a (that is the realtor's office)", 'Enables', 'someone_a decided to buy something_a (that is a vacation home)'], 'general_replaced': ["Max is at France (that is the realtor's office)", 'Enables', 'Max decided to buy crown (that is a vacation home)'], 'general_no_brackets': ['Max is at France', 'Enables', 'Max decided to buy crown'], 'coref': [('Tom', 'Tom')], 'coref_roots': [('Tom', 'Tom')]}
 
+{'dimension': '3', 'quality': 1, 'worker_id': 101, 'rules': [["Tom is at a realtor's office", 'Enables', 'Tom decided to buy a vacation home'], ["{Tom}_[subject] {is}_[verb] {at}_[preposition] {a realtor's office}_[object]", 'Enables', '{Tom}_[subject] {decided}_[verb] {to }_[preposition1] {buy}_[object1] {a vacation home}_[object2]'], ["Someone_A is at Somewhere_A (that is the realtor's office)", 'Enables', 'Someone_A decided to buy Something_A (that is a vacation home)'], ["{Someone_A}_[subject] {is}_[verb] {at}_[preposition] {Somewhere_A ||that is the realtor's office||}_[object]", 'Enables', '{Someone_A}_[subject] {decided}_[verb] {to }_[preposition1] {buy}_[object1] {Something_A ||that is a vacation home||}_[object2]']], '2parse': [["Tom is at a realtor's office", 'Enables', 'Tom decided to buy a vacation home'], ['Max is at France', 'Enables', 'Max decided to buy crown']], 'general_0': ["someone_a is at somewhere_a (that is the realtor's office)", 'Enables', 'someone_a decided to buy something_a (that is a vacation home)'], 'general_replaced': ["Max is at France (that is the realtor's office)", 'Enables', 'Max decided to buy crown (that is a vacation home)'], 'general_no_brackets': ['Max is at France', 'Enables', 'Max decided to buy crown'], 'coref': [('Tom', 'Tom')], 'coref_roots': [('Tom', 'Tom')]}
+
diff --git a/code/generalized_graph_building.ipynb b/code/generalized_graph_building.ipynb
index a4fddfc1..dd1acaa8 100644
--- a/code/generalized_graph_building.ipynb
+++ b/code/generalized_graph_building.ipynb
@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -19,7 +19,8 @@
     "import json\n",
     "import pickle\n",
     "import re\n",
-    "import penman"
+    "import penman\n",
+    "import networkx as nx"
    ]
   },
   {
@@ -51,20 +52,20 @@
     "                parse = '\\n'.join(parse[1:])\n",
     "                amr_dict[sent] = parse\n",
     "    return(amr_dict)\n",
+    "\n",
+    "def save_amr_dict(amr_dict):\n",
+    "    with open('../amr/amr_dict.json','w') as f:\n",
+    "        json.dump(amr_dict,f)\n",
     "            \n",
-    "#amr_dict = mk_amr_dict(AMRS)"
+    "#amr_dict = mk_amr_dict(AMRS)\n",
+    "#save_amr_dict(amr_dict)"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 3,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "def save_amr_dict(amr_dict):\n",
-    "    with open('../amr/amr_dict.json','w') as f:\n",
-    "        json.dump(amr_dict,f)\n",
-    "#save_amr_dict(amr_dict)"
+    "## Load AMR Parses"
    ]
   },
   {
@@ -114,39 +115,23 @@
    "cell_type": "code",
    "execution_count": 3,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['3500_c14cdda2-738c-4174-94fc-6831c7c33def.pkl', '4367_f3f4a8b5-6ac0-4070-b109-6070cf3fe53d.pkl', '2063_73008896-a8aa-4eb2-b3fe-3bad26cf3d74.pkl', '2892_a0c9644f-9837-47ae-b6da-f59834e7ede3.pkl', '310_1211e8c0-ec58-446a-9151-96b7b533ee8b.pkl', '4278_edda0e5b-34d1-4c56-9692-641f75251956.pkl', '740_2b0d6d93-c3f6-4905-bb69-f6550c461320.pkl', '4218_ea482393-e71d-47a7-8543-2ff4d45e97e6.pkl', '2211_7a65a2a4-aab0-4ddd-a3d1-a3a50255f1b9.pkl', '1807_655cc4d6-522a-4953-9857-9c93e7e04464.pkl', '1254_47938f8a-c549-4a9a-835e-96657a8de29c.pkl', '2671_94afeb31-5a7f-4555-864f-df17281f4022.pkl', '2033_716832d1-8989-4ae1-bef8-80fd65b01915.pkl', '2749_98c29165-8555-40a8-98d7-e0471d985ad6.pkl', '1411_4f900e22-b248-45d3-8d94-de54c9ba1690.pkl', '733_2a8f57fb-3f23-4f8f-95fa-c6d6d6777dea.pkl', '588_21be14f9-7b97-4bea-8e6c-9b6441bcaec4.pkl', '1036_3b382e1e-e687-46cb-980a-2bb0f4718aba.pkl', '1934_6c3f0da7-5c1d-416f-bcfc-93a54da48024.pkl', '4236_eb18c989-6ae7-4b31-b12e-ddd72b2de588.pkl', '2337_816697ce-d6c8-43c9-b95a-5d6319e06470.pkl', '2953_a3aec893-cfab-467c-9d7d-d54c3c1f9194.pkl', '2200_79991f21-c6a6-4ce6-936d-637790dd4fd7.pkl', '2267_7d9b1a07-4766-4f63-9446-7061600eba21.pkl', '4338_f1e2a35f-bdf3-4645-a9a2-af7810affb2c.pkl', '2452_87c9def2-937f-4e40-be13-722dc3fcb9f9.pkl', '3619_c7e17d12-a375-42f2-bf75-1995c1135ae6.pkl', '53_038d29cc-02ab-4d4f-b5f4-cc47ffb36934.pkl', '3986_dd529f5a-0a37-4572-b1e3-65daff6ccb17.pkl', '3114_abceed87-1cc6-4759-9491-5b13a98b600b.pkl', '4088_e24baa50-31f2-47ac-8467-cbcd0b6fc7ae.pkl', '2278_7e4b10bb-2713-4d1f-8f18-b7722ee8017c.pkl', '2731_980b7c8b-8004-448b-a070-85f84a455f04.pkl', '2836_9e156e2b-bd17-4699-aace-1d99086d978a.pkl']\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "with open('../story_graphs/topic2storyID.json', 'r') as f:\n",
-    "    topics = json.load(f)\n",
-    "print(topics['0'])\n",
-    "topics_0 = topics['0']"
+    "#with open('../story_graphs/topic2storyID.json', 'r') as f:\n",
+    "    #topics = json.load(f)\n",
+    "#print(topics['0'])\n",
+    "#topics_0 = topics['0']"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 4,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "0_000319a1-db65-48e6-a262-bc47f27ed629.pkl\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "for file in topics['22']:\n",
-    "    if '000319a1-db65-48e6-a262-bc47f27ed629' in file:\n",
-    "        print(file)"
+    "#for file in topics['22']:\n",
+    "    #if '000319a1-db65-48e6-a262-bc47f27ed629' in file:\n",
+    "        #print(file)"
    ]
   },
   {
@@ -157,7 +142,9 @@
    "source": [
     "##################################\n",
     "############# RUN ################\n",
-    "file = '3500_c14cdda2-738c-4174-94fc-6831c7c33def.pkl'\n",
+    "#file = '3500_c14cdda2-738c-4174-94fc-6831c7c33def.pkl'\n",
+    "\n",
+    "# Tom Story:\n",
     "file = '0_000319a1-db65-48e6-a262-bc47f27ed629.pkl'\n",
     "with open('../story_graphs/coref/'+file, 'rb') as f:\n",
     "    graph = pickle.load(f)"
@@ -165,7 +152,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Name: \n",
+      "Type: DiGraph\n",
+      "Number of nodes: 35\n",
+      "Number of edges: 60\n",
+      "Average in degree:   1.7143\n",
+      "Average out degree:   1.7143\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(nx.info(graph))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -315,6 +324,9 @@
       "\n",
       "\n",
       "\n",
+      "##################################################\n",
+      "\n",
+      "\n",
       "The graph has the following  60  edges:\n",
       "\n",
       "('0_EVENT_0', '0_0')\n",
@@ -567,6 +579,7 @@
     "        print(node)\n",
     "        print(graph.nodes[node])\n",
     "        print('\\n')\n",
+    "    print('\\n'+'#'*50+'\\n')\n",
     "    print('\\nThe graph has the following ', len(graph.edges), ' edges:\\n')\n",
     "    for edge in graph.edges:\n",
     "        print(edge)\n",
@@ -579,12 +592,12 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## graph triples"
+    "##  Get Graph Triples from AMR Parse"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -656,26 +669,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# EDGE: \n",
-    "edge = ('3500_EVENT_4', '3500_2')\n",
-    "annotation = {'dimension': '1', 'quality': 3, 'worker_id': 223, 'rules': \n",
-    "    [['A giraffe comes to the fence', 'Causes/Enables', 'Addie feeds the giraffe'], \n",
-    "     ['{A giraffe }_[subject] {comes}_[verb] {to }_[preposition1] {the fence}_[object1]', 'Causes/Enables', '{Addie}_[subject] {feeds}_[verb] {the giraffe }_[object1]'], \n",
-    "     ['Something_A (this is an animal ) comes up to Something_B (that Someone_A is standing by)', 'Causes/Enables', 'Someone_A feeds Something_A'], \n",
-    "     ['{Something_A ||this is an animal ||}_[subject] {comes }_[verb] {up to }_[preposition1] {Something_B ||that Someone_A is standing by||}_[object1]', 'Causes/Enables', '{Someone_A}_[subject] {feeds}_[verb] {Something_A}_[object1]']], \n",
-    "            '2parse': [['A giraffe comes to the fence', 'Causes/Enables', 'Addie feeds the giraffe'], \n",
-    "                       ['crown comes up to throne that Max is standing by', 'Causes/Enables', 'Max feeds crown']], \n",
-    "            'general_0': ['something_a (this is an animal ) comes up to something_b that someone_a is standing by', 'Causes/Enables', 'someone_a feeds something_a'], \n",
-    "            'general_replaced': ['crown (this is an animal ) comes up to throne that Max is standing by', 'Causes/Enables', 'Max feeds crown'], \n",
-    "            'general_no_brackets': ['crown comes up to throne that Max is standing by', 'Causes/Enables', 'Max feeds crown']}\n",
-    "\n",
-    "edge = ('3500_EVENT_3', '3500_0')\n",
-    "annotation = {'dimension': '2', 'quality': 3, 'worker_id': 152, 'rules': [[\"Addie's family want(s) fun\", 'Motivates', \"Addie's family is at the zoo\"], [\"{Addie's family}_[subject] {want(s)}_[verb] {fun}_[object]\", 'Motivates', \"{Addie's family}_[subject] {is}_[verb] {at}_[preposition1] {the zoo}_[object1]\"], ['Some People_A want(s) fun', 'Motivates', 'Some People_A are at Somewhere_A (that is a zoo)'], ['{Some People_A}_[subject] {want(s)}_[verb] {fun}_[object]', 'Motivates', '{Some People_A}_[subject] {are}_[verb] {at}_[preposition1] {Somewhere_A ||that is a zoo||}_[object1]']], '2parse': [[\"Addie's family wants fun\", 'Motivates', \"Addie's family is at the zoo\"], ['Some Germans wants fun', 'Motivates', 'Some Germans are at France']], 'general_0': ['Some people_a wants fun', 'Motivates', 'Some people_a are at somewhere_a (that is a zoo)'], 'general_replaced': ['Some Germans wants fun', 'Motivates', 'Some Germans are at France (that is a zoo)'], 'general_no_brackets': ['Some Germans wants fun', 'Motivates', 'Some Germans are at France']}\n",
-    "\n",
     "# Tom story\n",
     "edge = ('0_0','0_1')\n",
     "annotation = {'dimension': '2', 'quality': 2, 'worker_id': 3, 'rules': [['Tom like(s) the ocean', 'Motivates', 'Tom often would vacation at the beach'], ['{Tom}_[subject] {like(s)}_[verb] {the ocean}_[object]', 'Motivates', '{Tom}_[subject] {often would}_[verb] {vacation}_[object1] {at}_[preposition2] {the beach}_[object2]'], ['Someone_A like(s) the ocean', 'Motivates', 'Someone_A often would vacation at Somewhere_A (that is a place with sand and sea)'], ['{Someone_A}_[subject] {like(s)}_[verb] {the ocean}_[object]', 'Motivates', '{Someone_A}_[subject] {often would}_[verb] {vacation}_[object1] {at}_[preposition2] {Somewhere_A ||that is a place with sand and sea||}_[object2]']], '2parse': [['Tom likes the ocean', 'Motivates', 'Tom often would vacation at the beach'], ['Max likes the ocean', 'Motivates', 'Max often would vacation at France']], 'general_0': ['someone_a likes the ocean', 'Motivates', 'someone_a often would vacation at somewhere_a (that is a place with sand and sea)'], 'general_replaced': ['Max likes the ocean', 'Motivates', 'Max often would vacation at France (that is a place with sand and sea)'], 'general_no_brackets': ['Max likes the ocean', 'Motivates', 'Max often would vacation at France'], 'coref': [('Tom', 'Tom')]}\n",
@@ -686,7 +683,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -703,7 +700,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -721,7 +718,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -782,7 +779,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -904,26 +901,37 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "GENERAL RULE MAPPING:\n",
+      "====================\n",
+      "\n",
       "[(('love-01', ':ARG0', 's0'), ('buy-01', ':ARG0', 's2')), (('love-01', ':ARG1', 's0'), ('near-02', ':ARG2', 's2'))]\n",
-      "[(('s0r0.1', ':instance', '\"Max\"'), ('s2r0.1', ':instance', '\"Max\"')), (('s0r0.2', ':instance', '\"France\"'), ('s2r0.4', ':instance', '\"France\"'))]\n",
-      "[]\n",
+      "[(('s0r0.2', ':instance', '\"France\"'), ('s2r0.4', ':instance', '\"France\"')), (('s0r0.1', ':instance', '\"Max\"'), ('s2r0.1', ':instance', '\"Max\"'))]\n",
+      "\n",
+      "\n",
+      "SPECIFIC RULE MAPPING:\n",
+      "====================\n",
+      "\n",
       "[(('love-01', ':ARG0', 's0'), ('buy-01', ':ARG0', 's2')), (('love-01', ':ARG1', 's0'), ('near-02', ':ARG2', 's2'))]\n",
-      "[(('s0r0.1', ':instance', '\"Tom\"'), ('s2r0.1', ':instance', '\"Tom\"')), (('s0r0.2', ':instance', 'ocean'), ('s2r0.4', ':instance', 'ocean'))]\n"
+      "[(('s0r0.2', ':instance', 'ocean'), ('s2r0.4', ':instance', 'ocean')), (('s0r0.1', ':instance', '\"Tom\"'), ('s2r0.1', ':instance', '\"Tom\"'))]\n"
      ]
     }
    ],
    "source": [
     "argument_mapping, left_over, heads, specific_argument_mappings, specific_heads = map_arguments(annotation, ('0_0','0_2'),0)\n",
+    "print('GENERAL RULE MAPPING:')\n",
+    "print('='*20+'\\n')\n",
     "print(heads)\n",
     "print(argument_mapping)\n",
-    "print(left_over)\n",
+    "#print(left_over)\n",
+    "print('\\n\\nSPECIFIC RULE MAPPING:')\n",
+    "print('='*20+'\\n')\n",
     "print(specific_heads)\n",
     "print(specific_argument_mappings)"
    ]
@@ -937,7 +945,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -950,7 +958,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -961,32 +969,32 @@
       "GENERAL MAPPING:\n",
       "********************\n",
       "(('s0r4.2', ':instance', '\"France\"'), ('s2r4.4', ':instance', '\"France\"'))\n",
-      "(('s0r1.1', ':instance', '\"Max\"'), ('s2r1.3', ':instance', '\"Max\"'))\n",
-      "(('s0r2.1', ':instance', '\"Max\"'), ('s2r2.1', ':instance', '\"Max\"'))\n",
-      "(('s0r3.1', ':instance', '\"Max\"'), ('s2r3.1', ':instance', '\"Max\"'))\n",
-      "(('s0r1.2', ':instance', '\"France\"'), ('s2r1.1', ':instance', '\"France\"'))\n",
       "(('s0r4.1', ':instance', '\"Max\"'), ('s2r4.1', ':instance', '\"Max\"'))\n",
+      "(('s0r1.2', ':instance', '\"France\"'), ('s2r1.1', ':instance', '\"France\"'))\n",
       "(('s0r0.1', ':instance', '\"Max\"'), ('s2r0.1', ':instance', '\"Max\"'))\n",
+      "(('s0r3.1', ':instance', '\"Max\"'), ('s2r3.1', ':instance', '\"Max\"'))\n",
+      "(('s0r2.1', ':instance', '\"Max\"'), ('s2r2.1', ':instance', '\"Max\"'))\n",
+      "(('s0r1.1', ':instance', '\"Max\"'), ('s2r1.3', ':instance', '\"Max\"'))\n",
       "********************\n",
       "GENERAL HEADS:\n",
       "********************\n",
+      "(('love-01', ':ARG0', 's0'), ('buy-01', ':ARG2', 's2'))\n",
       "(('love-01', ':ARG1', 's0'), ('near-02', ':ARG2', 's2'))\n",
       "(('like-01', ':ARG0', 's0'), ('decide-01', ':ARG0', 's2'))\n",
-      "(('love-01', ':ARG0', 's0'), ('buy-01', ':ARG2', 's2'))\n",
-      "(('love-01', ':ARG0', 's0'), ('decide-01', ':ARG0', 's2'))\n",
       "(('love-01', ':ARG0', 's0'), ('buy-01', ':ARG0', 's2'))\n",
       "(('love-01', ':ARG1', 's0'), ('buy-01', ':ARG0', 's2'))\n",
+      "(('love-01', ':ARG0', 's0'), ('decide-01', ':ARG0', 's2'))\n",
       "---------------------------------------------------------------------------\n",
       "********************\n",
       "SPECIFIC MAPPING:\n",
       "********************\n",
+      "(('s0r4.1', ':instance', '\"Tom\"'), ('s2r4.1', ':instance', '\"Tom\"'))\n",
       "(('s0r1.0', ':instance', 'love-01'), ('s2r1.1', ':instance', '\"Tom\"'))\n",
       "(('s0r3.1', ':instance', '\"Tom\"'), ('s2r3.1', ':instance', '\"Tom\"'))\n",
-      "(('s0r4.0', ':instance', 'love-01'), ('s2r4.1', ':instance', '\"Tom\"'))\n",
-      "(('s0r4.1', ':instance', '\"Tom\"'), ('s2r4.1', ':instance', '\"Tom\"'))\n",
-      "(('s0r1.1', ':instance', '\"Tom\"'), ('s2r1.1', ':instance', '\"Tom\"'))\n",
       "(('s0r0.1', ':instance', '\"Tom\"'), ('s2r0.1', ':instance', '\"Tom\"'))\n",
       "(('s0r2.1', ':instance', '\"Tom\"'), ('s2r2.1', ':instance', '\"Tom\"'))\n",
+      "(('s0r1.1', ':instance', '\"Tom\"'), ('s2r1.1', ':instance', '\"Tom\"'))\n",
+      "(('s0r4.0', ':instance', 'love-01'), ('s2r4.1', ':instance', '\"Tom\"'))\n",
       "********************\n",
       "SPECIFIC HEADS:\n",
       "********************\n",
@@ -1045,7 +1053,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -1059,88 +1067,88 @@
       "********************\n",
       "GENERAL GRAPH TRIPLES:\n",
       "********************\n",
-      "('s2r0.2', ':mod', 's2r0.3')\n",
-      "('s2r4.3', ':ARG2', 's2r4.4')\n",
-      "('s2r4.3', ':ARG1', 's2r4.2')\n",
-      "('s0r1.2', ':instance', '\"France\"')\n",
-      "('s0r3.2', ':op1', 's0r3.3')\n",
-      "('s0r0.0', ':ARG1', 's0r0.2')\n",
-      "('s2r1.0', ':ARG1', 's2r1.2')\n",
+      "('s2r2.0', ':ARG0', 's2r2.1')\n",
+      "('s2r2.4', ':instance', 'vacation-01')\n",
+      "('s2r4.2', ':instance', 'home')\n",
       "('s0r3.0', ':ARG1', 's0r3.2')\n",
-      "('s0r3.2', ':op2', 's0r3.4')\n",
-      "('s0r1.0', ':ARG1', 's0r1.2')\n",
+      "('s0r0.0', ':instance', 'love-01')\n",
+      "('s0r4.1', ':instance', '\"Max\"')\n",
+      "('s2r1.1', ':instance', '\"France\"')\n",
       "('s2r3.2', ':ARG0', 's2r3.1')\n",
-      "('s0r3.1', ':instance', '\"Max\"')\n",
-      "('s2r3.2', ':instance', 'buy-01')\n",
-      "('s0r0.2', ':instance', 'ocean')\n",
-      "('s0r1.0', ':ARG0', 's0r1.1')\n",
-      "('s2r4.0', ':ARG1', 's2r4.2')\n",
-      "('s0r1.0', ':instance', 'love-01')\n",
-      "('s2r2.3', ':location', 's2r2.5')\n",
-      "('s2r1.2', ':instance', 'crown')\n",
-      "('s2r1.0', ':ARG0', 's2r1.1')\n",
-      "('s2r3.2', ':ARG1', 's2r3.3')\n",
+      "('s2r3.3', ':location', 's2r3.5')\n",
+      "('s0r3.4', ':instance', 'beach')\n",
       "('s2r3.3', ':instance', 'home')\n",
-      "('s2r0.0', ':instance', 'buy-01')\n",
-      "('s0r2.2', ':op2', 's0r2.4')\n",
-      "('s2r2.2', ':ARG1', 's2r2.3')\n",
-      "('s0r0.0', ':instance', 'love-01')\n",
-      "('s0r3.0', ':ARG0', 's0r3.1')\n",
-      "('s2r2.3', ':mod', 's2r2.4')\n",
-      "('s0r2.4', ':instance', 'beach')\n",
-      "('s2r3.4', ':instance', 'vacation-01')\n",
-      "('s2r2.3', ':instance', 'home')\n",
       "('s2r0.2', ':instance', 'house')\n",
-      "('s0r2.3', ':instance', 'ocean')\n",
+      "('s0r0.0', ':ARG0', 's0r0.1')\n",
+      "('s2r0.0', ':instance', 'buy-01')\n",
+      "('s0r1.0', ':ARG0', 's0r1.1')\n",
       "('s0r3.2', ':instance', 'and')\n",
-      "('s2r3.0', ':ARG0', 's2r3.1')\n",
-      "('s0r1.3', ':instance', 'always')\n",
-      "('s0r4.2', ':instance', '\"France\"')\n",
-      "('s2r2.0', ':ARG1', 's2r2.2')\n",
-      "('s2r3.0', ':instance', 'decide-01')\n",
+      "('s2r0.1', ':instance', '\"Max\"')\n",
+      "('s2r4.3', ':instance', 'near-02')\n",
+      "('s2r4.0', ':instance', 'buy-01')\n",
+      "('s2r4.4', ':instance', '\"France\"')\n",
       "('s2r3.1', ':instance', '\"Max\"')\n",
-      "('s2r4.0', ':ARG0', 's2r4.1')\n",
-      "('s0r4.1', ':instance', '\"Max\"')\n",
-      "('s0r2.1', ':instance', '\"Max\"')\n",
-      "('s2r2.2', ':instance', 'buy-01')\n",
-      "('s2r0.0', ':ARG1', 's2r0.2')\n",
-      "('s0r2.2', ':op1', 's0r2.3')\n",
-      "('s2r2.1', ':instance', '\"Max\"')\n",
-      "('s2r1.3', ':instance', '\"Max\"')\n",
-      "('s2r2.0', ':instance', 'decide-01')\n",
-      "('s0r0.1', ':instance', '\"Max\"')\n",
-      "('s0r3.0', ':instance', 'like-01')\n",
-      "('s2r2.5', ':instance', 'beach')\n",
-      "('s2r1.1', ':instance', '\"France\"')\n",
-      "('s2r0.0', ':ARG0', 's2r0.1')\n",
+      "('s2r2.0', ':ARG1', 's2r2.2')\n",
+      "('s2r4.1', ':instance', '\"Max\"')\n",
+      "('s2r0.3', ':instance', 'beach')\n",
+      "('s2r2.3', ':mod', 's2r2.4')\n",
       "('s0r2.0', ':instance', 'love-01')\n",
+      "('s2r2.2', ':ARG1', 's2r2.3')\n",
+      "('s2r1.3', ':instance', '\"Max\"')\n",
       "('s0r1.0', ':time', 's0r1.3')\n",
-      "('s0r4.0', ':ARG1', 's0r4.2')\n",
-      "('s0r2.0', ':ARG0', 's0r2.1')\n",
-      "('s2r3.5', ':instance', 'beach')\n",
-      "('s2r2.2', ':ARG0', 's2r2.1')\n",
+      "('s0r0.0', ':ARG1', 's0r0.2')\n",
+      "('s2r4.3', ':ARG2', 's2r4.4')\n",
+      "('s2r0.2', ':mod', 's2r0.3')\n",
       "('s0r1.1', ':instance', '\"Max\"')\n",
+      "('s2r1.0', ':ARG0', 's2r1.1')\n",
       "('s0r4.0', ':ARG0', 's0r4.1')\n",
-      "('s2r3.3', ':mod', 's2r3.4')\n",
-      "('s0r3.4', ':instance', 'beach')\n",
-      "('s2r4.3', ':instance', 'near-02')\n",
-      "('s0r2.2', ':instance', 'and')\n",
-      "('s2r3.0', ':ARG1', 's2r3.2')\n",
-      "('s2r0.3', ':instance', 'beach')\n",
+      "('s0r0.1', ':instance', '\"Max\"')\n",
+      "('s0r1.0', ':ARG1', 's0r1.2')\n",
       "('s2r1.0', ':instance', 'buy-01')\n",
-      "('s2r2.4', ':instance', 'vacation-01')\n",
-      "('s2r4.1', ':instance', '\"Max\"')\n",
-      "('s2r4.4', ':instance', '\"France\"')\n",
-      "('s0r0.0', ':ARG0', 's0r0.1')\n",
-      "('s0r4.0', ':instance', 'love-01')\n",
-      "('s2r4.2', ':instance', 'home')\n",
-      "('s2r4.0', ':instance', 'buy-01')\n",
+      "('s0r4.2', ':instance', '\"France\"')\n",
+      "('s2r2.3', ':instance', 'home')\n",
+      "('s0r4.0', ':ARG1', 's0r4.2')\n",
+      "('s0r2.1', ':instance', '\"Max\"')\n",
       "('s0r2.0', ':ARG1', 's0r2.2')\n",
-      "('s2r0.1', ':instance', '\"Max\"')\n",
-      "('s2r3.3', ':location', 's2r3.5')\n",
-      "('s2r2.0', ':ARG0', 's2r2.1')\n",
+      "('s2r4.0', ':ARG1', 's2r4.2')\n",
+      "('s2r0.0', ':ARG0', 's2r0.1')\n",
+      "('s2r2.2', ':instance', 'buy-01')\n",
       "('s2r1.0', ':ARG2', 's2r1.3')\n",
+      "('s2r2.3', ':location', 's2r2.5')\n",
+      "('s2r1.2', ':instance', 'crown')\n",
+      "('s0r3.0', ':instance', 'like-01')\n",
+      "('s2r4.0', ':ARG0', 's2r4.1')\n",
+      "('s0r2.2', ':op1', 's0r2.3')\n",
+      "('s2r2.2', ':ARG0', 's2r2.1')\n",
+      "('s0r2.4', ':instance', 'beach')\n",
+      "('s0r2.2', ':instance', 'and')\n",
+      "('s0r3.0', ':ARG0', 's0r3.1')\n",
+      "('s2r2.5', ':instance', 'beach')\n",
+      "('s2r3.4', ':instance', 'vacation-01')\n",
+      "('s0r3.1', ':instance', '\"Max\"')\n",
+      "('s0r2.2', ':op2', 's0r2.4')\n",
+      "('s0r3.2', ':op2', 's0r3.4')\n",
+      "('s2r4.3', ':ARG1', 's2r4.2')\n",
+      "('s0r0.2', ':instance', 'ocean')\n",
+      "('s2r3.3', ':mod', 's2r3.4')\n",
+      "('s0r2.0', ':ARG0', 's0r2.1')\n",
+      "('s2r3.0', ':instance', 'decide-01')\n",
+      "('s0r1.2', ':instance', '\"France\"')\n",
+      "('s2r2.0', ':instance', 'decide-01')\n",
+      "('s0r2.3', ':instance', 'ocean')\n",
+      "('s2r2.1', ':instance', '\"Max\"')\n",
       "('s0r3.3', ':instance', 'ocean')\n",
+      "('s2r3.0', ':ARG1', 's2r3.2')\n",
+      "('s0r1.0', ':instance', 'love-01')\n",
+      "('s2r3.2', ':ARG1', 's2r3.3')\n",
+      "('s2r0.0', ':ARG1', 's2r0.2')\n",
+      "('s2r3.5', ':instance', 'beach')\n",
+      "('s2r1.0', ':ARG1', 's2r1.2')\n",
+      "('s0r3.2', ':op1', 's0r3.3')\n",
+      "('s0r1.3', ':instance', 'always')\n",
+      "('s2r3.2', ':instance', 'buy-01')\n",
+      "('s2r3.0', ':ARG0', 's2r3.1')\n",
+      "('s0r4.0', ':instance', 'love-01')\n",
       "---------------------------------------------------------------------------\n",
       "********************\n",
       "NUMBER OF TRIPLES IN SPECIFIC GRAPH TRIPLES:\n",
@@ -1149,92 +1157,92 @@
       "********************\n",
       "SPECIFIC GRAPH TRIPLES:\n",
       "********************\n",
-      "('s2r4.3', ':ARG2', 's2r4.4')\n",
-      "('s2r4.3', ':ARG1', 's2r4.2')\n",
-      "('s0r3.2', ':op1', 's0r3.3')\n",
-      "('s0r0.0', ':ARG1', 's0r0.2')\n",
-      "('s2r1.1', ':instance', '\"Tom\"')\n",
-      "('s2r1.0', ':ARG1', 's2r1.2')\n",
+      "('s2r2.0', ':ARG0', 's2r2.1')\n",
+      "('s2r2.4', ':instance', 'vacation-01')\n",
+      "('s2r4.2', ':instance', 'home')\n",
       "('s0r3.0', ':ARG1', 's0r3.2')\n",
-      "('s2r1.2', ':mod', 's2r1.3')\n",
-      "('s0r3.2', ':op2', 's0r3.4')\n",
-      "('s0r1.0', ':ARG1', 's0r1.2')\n",
+      "('s2r1.5', ':instance', 'ocean')\n",
+      "('s2r4.1', ':instance', '\"Tom\"')\n",
+      "('s0r0.0', ':instance', 'love-01')\n",
       "('s2r3.2', ':ARG0', 's2r3.1')\n",
-      "('s2r3.2', ':instance', 'buy-01')\n",
-      "('s0r0.2', ':instance', 'ocean')\n",
-      "('s0r1.0', ':ARG0', 's0r1.1')\n",
-      "('s2r4.0', ':ARG1', 's2r4.2')\n",
-      "('s0r1.0', ':instance', 'love-01')\n",
-      "('s2r2.3', ':location', 's2r2.5')\n",
-      "('s2r0.2', ':location', 's2r0.3')\n",
-      "('s2r1.0', ':ARG0', 's2r1.1')\n",
-      "('s2r3.2', ':ARG1', 's2r3.3')\n",
+      "('s0r4.1', ':instance', '\"Tom\"')\n",
+      "('s2r0.2', ':instance', 'home')\n",
+      "('s2r3.3', ':location', 's2r3.5')\n",
+      "('s0r3.4', ':instance', 'beach')\n",
       "('s2r3.3', ':instance', 'home')\n",
+      "('s0r0.0', ':ARG0', 's0r0.1')\n",
       "('s2r0.0', ':instance', 'buy-01')\n",
-      "('s2r2.1', ':instance', '\"Tom\"')\n",
-      "('s0r2.2', ':op2', 's0r2.4')\n",
-      "('s2r1.3', ':instance', 'vacation-01')\n",
+      "('s0r1.0', ':ARG0', 's0r1.1')\n",
+      "('s0r3.2', ':instance', 'and')\n",
+      "('s2r0.1', ':instance', '\"Tom\"')\n",
+      "('s2r1.1', ':instance', '\"Tom\"')\n",
+      "('s2r4.3', ':instance', 'near-02')\n",
+      "('s2r4.0', ':instance', 'buy-01')\n",
+      "('s2r3.1', ':instance', '\"Tom\"')\n",
+      "('s2r2.0', ':ARG1', 's2r2.2')\n",
+      "('s2r0.3', ':instance', 'beach')\n",
+      "('s2r2.3', ':mod', 's2r2.4')\n",
+      "('s0r2.0', ':instance', 'love-01')\n",
+      "('s2r4.4', ':instance', 'ocean')\n",
       "('s2r2.2', ':ARG1', 's2r2.3')\n",
-      "('s0r0.0', ':instance', 'love-01')\n",
+      "('s0r1.0', ':time', 's0r1.3')\n",
+      "('s0r0.0', ':ARG1', 's0r0.2')\n",
+      "('s2r1.4', ':op1', 's2r1.5')\n",
+      "('s2r4.3', ':ARG2', 's2r4.4')\n",
+      "('s0r1.1', ':instance', '\"Tom\"')\n",
+      "('s2r1.0', ':ARG0', 's2r1.1')\n",
+      "('s0r4.0', ':ARG0', 's0r4.1')\n",
+      "('s0r1.0', ':ARG1', 's0r1.2')\n",
       "('s0r0.1', ':instance', '\"Tom\"')\n",
       "('s0r3.1', ':instance', '\"Tom\"')\n",
-      "('s0r3.0', ':ARG0', 's0r3.1')\n",
-      "('s2r4.4', ':instance', 'ocean')\n",
-      "('s2r2.3', ':mod', 's2r2.4')\n",
-      "('s0r2.4', ':instance', 'beach')\n",
-      "('s2r3.4', ':instance', 'vacation-01')\n",
+      "('s2r1.0', ':instance', 'buy-01')\n",
       "('s2r2.3', ':instance', 'home')\n",
-      "('s0r2.3', ':instance', 'ocean')\n",
-      "('s0r3.2', ':instance', 'and')\n",
+      "('s0r4.0', ':ARG1', 's0r4.2')\n",
       "('s0r2.1', ':instance', '\"Tom\"')\n",
-      "('s2r3.0', ':ARG0', 's2r3.1')\n",
-      "('s2r1.4', ':op1', 's2r1.5')\n",
-      "('s0r1.3', ':instance', 'always')\n",
-      "('s2r2.0', ':ARG1', 's2r2.2')\n",
-      "('s0r1.2', ':instance', 'ocean')\n",
-      "('s2r3.0', ':instance', 'decide-01')\n",
-      "('s2r4.0', ':ARG0', 's2r4.1')\n",
+      "('s0r2.0', ':ARG1', 's0r2.2')\n",
+      "('s2r4.0', ':ARG1', 's2r4.2')\n",
+      "('s2r0.0', ':ARG0', 's2r0.1')\n",
       "('s2r2.2', ':instance', 'buy-01')\n",
-      "('s2r0.0', ':ARG1', 's2r0.2')\n",
-      "('s2r1.4', ':instance', 'by')\n",
-      "('s0r2.2', ':op1', 's0r2.3')\n",
-      "('s2r1.2', ':instance', 'home')\n",
-      "('s2r2.0', ':instance', 'decide-01')\n",
+      "('s2r2.3', ':location', 's2r2.5')\n",
+      "('s0r4.2', ':instance', 'ocean')\n",
+      "('s2r1.2', ':mod', 's2r1.3')\n",
+      "('s2r1.3', ':instance', 'vacation-01')\n",
       "('s0r3.0', ':instance', 'like-01')\n",
-      "('s2r0.2', ':instance', 'home')\n",
-      "('s2r2.5', ':instance', 'beach')\n",
-      "('s2r3.1', ':instance', '\"Tom\"')\n",
-      "('s2r0.0', ':ARG0', 's2r0.1')\n",
-      "('s0r2.0', ':instance', 'love-01')\n",
-      "('s0r1.0', ':time', 's0r1.3')\n",
-      "('s0r4.1', ':instance', '\"Tom\"')\n",
-      "('s0r4.0', ':ARG1', 's0r4.2')\n",
-      "('s0r2.0', ':ARG0', 's0r2.1')\n",
-      "('s2r3.5', ':instance', 'beach')\n",
+      "('s2r4.0', ':ARG0', 's2r4.1')\n",
+      "('s0r2.2', ':op1', 's0r2.3')\n",
       "('s2r2.2', ':ARG0', 's2r2.1')\n",
-      "('s0r4.0', ':ARG0', 's0r4.1')\n",
-      "('s2r3.3', ':mod', 's2r3.4')\n",
-      "('s0r3.4', ':instance', 'beach')\n",
-      "('s2r4.3', ':instance', 'near-02')\n",
+      "('s0r2.4', ':instance', 'beach')\n",
       "('s0r2.2', ':instance', 'and')\n",
+      "('s0r3.0', ':ARG0', 's0r3.1')\n",
+      "('s2r2.5', ':instance', 'beach')\n",
+      "('s2r3.4', ':instance', 'vacation-01')\n",
+      "('s0r2.2', ':op2', 's0r2.4')\n",
+      "('s0r3.2', ':op2', 's0r3.4')\n",
+      "('s2r4.3', ':ARG1', 's2r4.2')\n",
+      "('s0r0.2', ':instance', 'ocean')\n",
+      "('s2r3.3', ':mod', 's2r3.4')\n",
+      "('s0r2.0', ':ARG0', 's0r2.1')\n",
+      "('s2r3.0', ':instance', 'decide-01')\n",
+      "('s2r2.0', ':instance', 'decide-01')\n",
+      "('s0r2.3', ':instance', 'ocean')\n",
+      "('s2r2.1', ':instance', '\"Tom\"')\n",
+      "('s0r3.3', ':instance', 'ocean')\n",
+      "('s2r0.2', ':location', 's2r0.3')\n",
       "('s2r3.0', ':ARG1', 's2r3.2')\n",
-      "('s2r0.3', ':instance', 'beach')\n",
-      "('s2r0.1', ':instance', '\"Tom\"')\n",
-      "('s0r1.1', ':instance', '\"Tom\"')\n",
-      "('s2r1.0', ':instance', 'buy-01')\n",
-      "('s2r2.4', ':instance', 'vacation-01')\n",
-      "('s0r4.2', ':instance', 'ocean')\n",
-      "('s2r1.5', ':instance', 'ocean')\n",
-      "('s2r4.1', ':instance', '\"Tom\"')\n",
-      "('s0r0.0', ':ARG0', 's0r0.1')\n",
+      "('s0r1.0', ':instance', 'love-01')\n",
       "('s2r1.2', ':location', 's2r1.4')\n",
-      "('s0r4.0', ':instance', 'love-01')\n",
-      "('s2r4.2', ':instance', 'home')\n",
-      "('s2r4.0', ':instance', 'buy-01')\n",
-      "('s0r2.0', ':ARG1', 's0r2.2')\n",
-      "('s2r3.3', ':location', 's2r3.5')\n",
-      "('s2r2.0', ':ARG0', 's2r2.1')\n",
-      "('s0r3.3', ':instance', 'ocean')\n"
+      "('s2r3.2', ':ARG1', 's2r3.3')\n",
+      "('s2r0.0', ':ARG1', 's2r0.2')\n",
+      "('s0r1.2', ':instance', 'ocean')\n",
+      "('s2r1.2', ':instance', 'home')\n",
+      "('s2r3.5', ':instance', 'beach')\n",
+      "('s2r1.4', ':instance', 'by')\n",
+      "('s2r1.0', ':ARG1', 's2r1.2')\n",
+      "('s0r3.2', ':op1', 's0r3.3')\n",
+      "('s0r1.3', ':instance', 'always')\n",
+      "('s2r3.2', ':instance', 'buy-01')\n",
+      "('s2r3.0', ':ARG0', 's2r3.1')\n",
+      "('s0r4.0', ':instance', 'love-01')\n"
      ]
     }
    ],
@@ -1286,7 +1294,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -1300,81 +1308,81 @@
       "***********************\n",
       "GENERAL GRAPH TRIPLES:\n",
       "***********************\n",
-      "('s2r0.2', ':mod', 's2r0.3')\n",
-      "('s0r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
-      "('s0r4.1-s2r4.1', ':instance', '\"Max\"')\n",
-      "('s2r1.2', ':instance', 'crown')\n",
-      "('s2r4.3', ':ARG1', 's2r4.2')\n",
-      "('s0r1.0', ':ARG1', 's0r1.2-s2r1.1')\n",
-      "('s2r2.0', ':instance', 'decide-01')\n",
-      "('s2r3.2', ':ARG1', 's2r3.3')\n",
-      "('s2r3.3', ':instance', 'home')\n",
-      "('s2r1.0', ':instance', 'buy-01')\n",
-      "('s0r1.0', ':ARG0', 's0r1.1-s2r1.3')\n",
-      "('s2r0.0', ':instance', 'buy-01')\n",
       "('s2r2.4', ':instance', 'vacation-01')\n",
-      "('s0r2.2', ':op2', 's0r2.4')\n",
-      "('s0r0.0', ':ARG0', 's0r0.1-s2r0.1')\n",
+      "('s2r4.2', ':instance', 'home')\n",
+      "('s0r2.0', ':ARG1', 's0r2.2')\n",
+      "('s0r3.0', ':ARG1', 's0r3.2')\n",
+      "('s2r2.0', ':ARG1', 's2r2.2')\n",
+      "('s2r4.3', ':ARG1', 's2r4.2')\n",
+      "('s2r4.0', ':ARG1', 's2r4.2')\n",
       "('s0r4.2-s2r4.4', ':instance', '\"France\"')\n",
-      "('s0r3.2', ':op1', 's0r3.3')\n",
-      "('s2r3.2', ':ARG0', 's0r3.1-s2r3.1')\n",
-      "('s2r4.0', ':ARG0', 's0r4.1-s2r4.1')\n",
-      "('s0r3.0', ':instance', 'like-01')\n",
-      "('s2r2.2', ':ARG1', 's2r2.3')\n",
-      "('s2r2.5', ':instance', 'beach')\n",
+      "('s2r0.0', ':ARG0', 's0r0.1-s2r0.1')\n",
+      "('s0r0.2', ':instance', 'ocean')\n",
+      "('s2r2.2', ':instance', 'buy-01')\n",
+      "('s2r0.3', ':instance', 'beach')\n",
+      "('s2r2.3', ':mod', 's2r2.4')\n",
+      "('s2r1.0', ':ARG0', 's0r1.2-s2r1.1')\n",
+      "('s2r2.3', ':location', 's2r2.5')\n",
+      "('s0r2.0', ':instance', 'love-01')\n",
       "('s0r0.0', ':instance', 'love-01')\n",
-      "('s0r1.2-s2r1.1', ':instance', '\"France\"')\n",
-      "('s0r0.0', ':ARG1', 's0r0.2')\n",
+      "('s2r4.0', ':ARG0', 's0r4.1-s2r4.1')\n",
+      "('s2r1.2', ':instance', 'crown')\n",
+      "('s0r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
+      "('s2r3.3', ':mod', 's2r3.4')\n",
+      "('s2r3.0', ':instance', 'decide-01')\n",
+      "('s2r3.2', ':ARG0', 's0r3.1-s2r3.1')\n",
+      "('s2r2.0', ':instance', 'decide-01')\n",
+      "('s0r3.1-s2r3.1', ':instance', '\"Max\"')\n",
+      "('s2r2.2', ':ARG0', 's0r2.1-s2r2.1')\n",
+      "('s0r2.3', ':instance', 'ocean')\n",
+      "('s0r2.0', ':ARG0', 's0r2.1-s2r2.1')\n",
       "('s0r2.1-s2r2.1', ':instance', '\"Max\"')\n",
-      "('s2r1.0', ':ARG1', 's2r1.2')\n",
-      "('s0r0.1-s2r0.1', ':instance', '\"Max\"')\n",
+      "('s0r3.0', ':instance', 'like-01')\n",
       "('s2r1.0', ':ARG2', 's0r1.1-s2r1.3')\n",
-      "('s0r3.0', ':ARG1', 's0r3.2')\n",
+      "('s0r4.0', ':ARG0', 's0r4.1-s2r4.1')\n",
+      "('s2r2.2', ':ARG1', 's2r2.3')\n",
+      "('s0r2.2', ':op1', 's0r2.3')\n",
+      "('s0r3.3', ':instance', 'ocean')\n",
       "('s2r4.3', ':ARG2', 's0r4.2-s2r4.4')\n",
       "('s0r3.2', ':op2', 's0r3.4')\n",
-      "('s0r1.1-s2r1.3', ':instance', '\"Max\"')\n",
-      "('s2r2.3', ':mod', 's2r2.4')\n",
-      "('s0r4.0', ':instance', 'love-01')\n",
-      "('s2r2.0', ':ARG0', 's0r2.1-s2r2.1')\n",
-      "('s2r4.2', ':instance', 'home')\n",
-      "('s0r2.0', ':instance', 'love-01')\n",
+      "('s2r3.0', ':ARG1', 's2r3.2')\n",
+      "('s0r1.2-s2r1.1', ':instance', '\"France\"')\n",
+      "('s2r3.3', ':location', 's2r3.5')\n",
+      "('s0r1.0', ':instance', 'love-01')\n",
+      "('s2r3.2', ':ARG1', 's2r3.3')\n",
+      "('s0r4.1-s2r4.1', ':instance', '\"Max\"')\n",
+      "('s0r3.4', ':instance', 'beach')\n",
+      "('s2r0.0', ':ARG1', 's2r0.2')\n",
       "('s0r1.0', ':time', 's0r1.3')\n",
-      "('s0r3.1-s2r3.1', ':instance', '\"Max\"')\n",
+      "('s0r0.0', ':ARG1', 's0r0.2')\n",
+      "('s2r3.3', ':instance', 'home')\n",
+      "('s0r0.0', ':ARG0', 's0r0.1-s2r0.1')\n",
       "('s0r2.4', ':instance', 'beach')\n",
-      "('s2r3.4', ':instance', 'vacation-01')\n",
-      "('s0r2.0', ':ARG0', 's0r2.1-s2r2.1')\n",
-      "('s2r4.0', ':instance', 'buy-01')\n",
-      "('s2r2.2', ':ARG0', 's0r2.1-s2r2.1')\n",
-      "('s0r2.0', ':ARG1', 's0r2.2')\n",
-      "('s2r3.5', ':instance', 'beach')\n",
-      "('s0r4.0', ':ARG0', 's0r4.1-s2r4.1')\n",
-      "('s2r2.3', ':instance', 'home')\n",
+      "('s0r2.2', ':instance', 'and')\n",
       "('s2r0.2', ':instance', 'house')\n",
-      "('s0r2.3', ':instance', 'ocean')\n",
+      "('s2r0.2', ':mod', 's2r0.3')\n",
+      "('s2r2.5', ':instance', 'beach')\n",
+      "('s2r3.5', ':instance', 'beach')\n",
+      "('s2r0.0', ':instance', 'buy-01')\n",
       "('s0r3.2', ':instance', 'and')\n",
-      "('s2r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
-      "('s2r3.2', ':instance', 'buy-01')\n",
-      "('s0r0.2', ':instance', 'ocean')\n",
+      "('s2r2.0', ':ARG0', 's0r2.1-s2r2.1')\n",
+      "('s2r1.0', ':ARG1', 's2r1.2')\n",
+      "('s2r3.4', ':instance', 'vacation-01')\n",
+      "('s0r3.2', ':op1', 's0r3.3')\n",
       "('s0r1.3', ':instance', 'always')\n",
-      "('s2r1.0', ':ARG0', 's0r1.2-s2r1.1')\n",
-      "('s2r4.0', ':ARG1', 's2r4.2')\n",
-      "('s2r2.0', ':ARG1', 's2r2.2')\n",
-      "('s2r3.0', ':instance', 'decide-01')\n",
-      "('s0r1.0', ':instance', 'love-01')\n",
-      "('s2r3.3', ':mod', 's2r3.4')\n",
-      "('s0r3.4', ':instance', 'beach')\n",
+      "('s0r1.0', ':ARG1', 's0r1.2-s2r1.1')\n",
       "('s2r4.3', ':instance', 'near-02')\n",
-      "('s2r0.0', ':ARG0', 's0r0.1-s2r0.1')\n",
-      "('s0r2.2', ':instance', 'and')\n",
-      "('s2r3.3', ':location', 's2r3.5')\n",
-      "('s2r2.2', ':instance', 'buy-01')\n",
+      "('s2r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
+      "('s2r3.2', ':instance', 'buy-01')\n",
+      "('s2r1.0', ':instance', 'buy-01')\n",
+      "('s2r4.0', ':instance', 'buy-01')\n",
       "('s0r4.0', ':ARG1', 's0r4.2-s2r4.4')\n",
-      "('s2r3.0', ':ARG1', 's2r3.2')\n",
-      "('s2r0.3', ':instance', 'beach')\n",
-      "('s2r0.0', ':ARG1', 's2r0.2')\n",
-      "('s2r2.3', ':location', 's2r2.5')\n",
-      "('s0r3.3', ':instance', 'ocean')\n",
-      "('s0r2.2', ':op1', 's0r2.3')\n",
+      "('s2r2.3', ':instance', 'home')\n",
+      "('s0r1.1-s2r1.3', ':instance', '\"Max\"')\n",
+      "('s0r0.1-s2r0.1', ':instance', '\"Max\"')\n",
+      "('s0r2.2', ':op2', 's0r2.4')\n",
+      "('s0r4.0', ':instance', 'love-01')\n",
+      "('s0r1.0', ':ARG0', 's0r1.1-s2r1.3')\n",
       "---------------------------------------------------------------------------\n",
       "*********************************************\n",
       "NUMBER OF TRIPLES IN SPECIFIC GRAPH TRIPLES:\n",
@@ -1383,87 +1391,87 @@
       "***********************\n",
       "SPECIFIC GRAPH TRIPLES:\n",
       "***********************\n",
-      "('s0r4.0-s2r4.1', ':instance', 'love-01')\n",
-      "('s2r4.3', ':ARG2', 's2r4.4')\n",
-      "('s2r4.3', ':ARG1', 's2r4.2')\n",
-      "('s0r3.2', ':op1', 's0r3.3')\n",
-      "('s2r4.0', ':ARG0', 's0r4.1-s2r4.1')\n",
-      "('s0r0.0', ':ARG1', 's0r0.2')\n",
-      "('s2r1.0', ':ARG1', 's2r1.2')\n",
+      "('s2r2.4', ':instance', 'vacation-01')\n",
+      "('s2r4.2', ':instance', 'home')\n",
+      "('s0r2.1-s2r2.1', ':instance', '\"Tom\"')\n",
       "('s0r3.0', ':ARG1', 's0r3.2')\n",
-      "('s2r1.2', ':mod', 's2r1.3')\n",
-      "('s0r3.2', ':op2', 's0r3.4')\n",
+      "('s2r1.5', ':instance', 'ocean')\n",
+      "('s0r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
+      "('s0r0.0', ':instance', 'love-01')\n",
+      "('s2r1.0', ':ARG0', 's0r1.0-s2r1.1')\n",
+      "('s0r4.0-s2r4.1', ':ARG1', 's0r4.2')\n",
+      "('s0r3.1-s2r3.1', ':instance', '\"Tom\"')\n",
+      "('s2r0.2', ':instance', 'home')\n",
+      "('s0r1.1-s2r1.1', ':instance', '\"Tom\"')\n",
+      "('s2r3.3', ':location', 's2r3.5')\n",
+      "('s0r3.4', ':instance', 'beach')\n",
+      "('s2r3.3', ':instance', 'home')\n",
+      "('s2r4.0', ':ARG0', 's0r4.0-s2r4.1')\n",
+      "('s2r0.0', ':instance', 'buy-01')\n",
+      "('s0r3.2', ':instance', 'and')\n",
+      "('s2r4.3', ':instance', 'near-02')\n",
+      "('s2r4.0', ':instance', 'buy-01')\n",
+      "('s2r2.0', ':ARG1', 's2r2.2')\n",
+      "('s2r0.3', ':instance', 'beach')\n",
+      "('s2r2.3', ':mod', 's2r2.4')\n",
+      "('s0r2.0', ':instance', 'love-01')\n",
+      "('s2r4.4', ':instance', 'ocean')\n",
       "('s0r2.0', ':ARG0', 's0r2.1-s2r2.1')\n",
+      "('s2r2.2', ':ARG1', 's2r2.3')\n",
+      "('s0r1.0-s2r1.1', ':time', 's0r1.3')\n",
+      "('s0r0.0', ':ARG1', 's0r0.2')\n",
+      "('s2r1.4', ':op1', 's2r1.5')\n",
+      "('s0r1.0-s2r1.1', ':instance', 'love-01')\n",
+      "('s0r0.0', ':ARG0', 's0r0.1-s2r0.1')\n",
+      "('s2r4.3', ':ARG2', 's2r4.4')\n",
+      "('s2r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
       "('s0r1.0-s2r1.1', ':ARG1', 's0r1.2')\n",
-      "('s2r3.2', ':instance', 'buy-01')\n",
+      "('s2r1.0', ':instance', 'buy-01')\n",
+      "('s2r2.3', ':instance', 'home')\n",
       "('s0r1.0-s2r1.1', ':ARG0', 's0r1.1-s2r1.1')\n",
-      "('s0r0.2', ':instance', 'ocean')\n",
+      "('s0r2.0', ':ARG1', 's0r2.2')\n",
       "('s2r4.0', ':ARG1', 's2r4.2')\n",
       "('s2r0.0', ':ARG0', 's0r0.1-s2r0.1')\n",
+      "('s2r2.2', ':instance', 'buy-01')\n",
       "('s2r2.3', ':location', 's2r2.5')\n",
-      "('s0r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
-      "('s2r0.2', ':location', 's2r0.3')\n",
-      "('s0r4.0-s2r4.1', ':ARG1', 's0r4.2')\n",
-      "('s2r3.2', ':ARG1', 's2r3.3')\n",
-      "('s2r3.3', ':instance', 'home')\n",
-      "('s2r0.0', ':instance', 'buy-01')\n",
-      "('s0r2.2', ':op2', 's0r2.4')\n",
+      "('s0r4.2', ':instance', 'ocean')\n",
+      "('s0r4.0-s2r4.1', ':instance', 'love-01')\n",
+      "('s2r1.2', ':mod', 's2r1.3')\n",
       "('s2r1.3', ':instance', 'vacation-01')\n",
-      "('s2r2.2', ':ARG1', 's2r2.3')\n",
-      "('s0r0.0', ':instance', 'love-01')\n",
+      "('s2r2.2', ':ARG0', 's0r2.1-s2r2.1')\n",
+      "('s0r3.0', ':instance', 'like-01')\n",
+      "('s0r2.2', ':op1', 's0r2.3')\n",
       "('s0r4.1-s2r4.1', ':instance', '\"Tom\"')\n",
-      "('s2r4.4', ':instance', 'ocean')\n",
-      "('s0r2.1-s2r2.1', ':instance', '\"Tom\"')\n",
-      "('s2r2.3', ':mod', 's2r2.4')\n",
       "('s0r2.4', ':instance', 'beach')\n",
+      "('s0r2.2', ':instance', 'and')\n",
+      "('s0r4.0-s2r4.1', ':ARG0', 's0r4.1-s2r4.1')\n",
+      "('s2r2.5', ':instance', 'beach')\n",
+      "('s2r2.0', ':ARG0', 's0r2.1-s2r2.1')\n",
       "('s2r3.4', ':instance', 'vacation-01')\n",
-      "('s0r1.0-s2r1.1', ':instance', 'love-01')\n",
-      "('s0r3.1-s2r3.1', ':instance', '\"Tom\"')\n",
-      "('s2r2.3', ':instance', 'home')\n",
-      "('s0r2.3', ':instance', 'ocean')\n",
-      "('s0r3.2', ':instance', 'and')\n",
-      "('s2r3.0', ':ARG0', 's0r3.1-s2r3.1')\n",
-      "('s2r1.4', ':op1', 's2r1.5')\n",
-      "('s2r1.0', ':ARG0', 's0r1.1-s2r1.1')\n",
-      "('s0r1.3', ':instance', 'always')\n",
-      "('s0r1.0-s2r1.1', ':time', 's0r1.3')\n",
-      "('s2r2.0', ':ARG1', 's2r2.2')\n",
-      "('s0r1.2', ':instance', 'ocean')\n",
+      "('s0r0.1-s2r0.1', ':instance', '\"Tom\"')\n",
+      "('s0r2.2', ':op2', 's0r2.4')\n",
+      "('s0r3.2', ':op2', 's0r3.4')\n",
+      "('s2r4.3', ':ARG1', 's2r4.2')\n",
+      "('s0r0.2', ':instance', 'ocean')\n",
+      "('s2r3.3', ':mod', 's2r3.4')\n",
       "('s2r3.0', ':instance', 'decide-01')\n",
-      "('s2r2.2', ':instance', 'buy-01')\n",
-      "('s2r0.0', ':ARG1', 's2r0.2')\n",
-      "('s2r1.4', ':instance', 'by')\n",
-      "('s0r2.2', ':op1', 's0r2.3')\n",
-      "('s2r1.2', ':instance', 'home')\n",
       "('s2r2.0', ':instance', 'decide-01')\n",
-      "('s0r3.0', ':instance', 'like-01')\n",
-      "('s2r0.2', ':instance', 'home')\n",
-      "('s2r2.5', ':instance', 'beach')\n",
-      "('s0r2.0', ':instance', 'love-01')\n",
-      "('s0r4.0-s2r4.1', ':ARG0', 's0r4.1-s2r4.1')\n",
-      "('s2r3.5', ':instance', 'beach')\n",
-      "('s2r3.3', ':mod', 's2r3.4')\n",
-      "('s0r3.4', ':instance', 'beach')\n",
-      "('s2r4.3', ':instance', 'near-02')\n",
-      "('s0r2.2', ':instance', 'and')\n",
-      "('s2r3.0', ':ARG1', 's2r3.2')\n",
-      "('s2r0.3', ':instance', 'beach')\n",
-      "('s0r0.0', ':ARG0', 's0r0.1-s2r0.1')\n",
-      "('s2r1.0', ':instance', 'buy-01')\n",
-      "('s2r2.4', ':instance', 'vacation-01')\n",
       "('s2r3.2', ':ARG0', 's0r3.1-s2r3.1')\n",
-      "('s0r4.2', ':instance', 'ocean')\n",
-      "('s2r1.5', ':instance', 'ocean')\n",
-      "('s0r0.1-s2r0.1', ':instance', '\"Tom\"')\n",
+      "('s0r2.3', ':instance', 'ocean')\n",
+      "('s0r3.3', ':instance', 'ocean')\n",
+      "('s2r0.2', ':location', 's2r0.3')\n",
+      "('s2r3.0', ':ARG1', 's2r3.2')\n",
       "('s2r1.2', ':location', 's2r1.4')\n",
-      "('s0r1.1-s2r1.1', ':instance', '\"Tom\"')\n",
-      "('s2r2.0', ':ARG0', 's0r2.1-s2r2.1')\n",
-      "('s2r4.2', ':instance', 'home')\n",
-      "('s2r4.0', ':instance', 'buy-01')\n",
-      "('s2r2.2', ':ARG0', 's0r2.1-s2r2.1')\n",
-      "('s0r2.0', ':ARG1', 's0r2.2')\n",
-      "('s2r3.3', ':location', 's2r3.5')\n",
-      "('s0r3.3', ':instance', 'ocean')\n"
+      "('s2r3.2', ':ARG1', 's2r3.3')\n",
+      "('s2r0.0', ':ARG1', 's2r0.2')\n",
+      "('s0r1.2', ':instance', 'ocean')\n",
+      "('s2r1.2', ':instance', 'home')\n",
+      "('s2r3.5', ':instance', 'beach')\n",
+      "('s2r1.4', ':instance', 'by')\n",
+      "('s2r1.0', ':ARG1', 's2r1.2')\n",
+      "('s0r3.2', ':op1', 's0r3.3')\n",
+      "('s0r1.3', ':instance', 'always')\n",
+      "('s2r3.2', ':instance', 'buy-01')\n"
      ]
     }
    ],
@@ -1523,7 +1531,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -1537,82 +1545,83 @@
       "***********************\n",
       "GENERAL GRAPH TRIPLES:\n",
       "***********************\n",
+      "('s2r3.0-s2r2.0', ':ARG1', 's2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0')\n",
+      "('s2r3.0-s2r2.0', ':instance', 'decide-01')\n",
+      "('s2r0.3-s0r3.4-s0r2.4-s2r2.5-s2r3.5', ':instance', 'beach')\n",
+      "('s0r2.0-s0r0.0-s0r1.0-s0r4.0', ':ARG1', 's0r0.2-s0r2.3-s0r3.3')\n",
+      "('s2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0', ':ARG0', 's0r3.1-s2r3.1-s0r2.1-s2r2.1-s0r4.1-s2r4.1-s0r1.1-s2r1.3-s0r0.1-s2r0.1')\n",
+      "('s2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0', ':ARG2', 's0r3.1-s2r3.1-s0r2.1-s2r2.1-s0r4.1-s2r4.1-s0r1.1-s2r1.3-s0r0.1-s2r0.1')\n",
+      "('s2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0', ':ARG0', 's0r4.2-s2r4.4-s0r1.2-s2r1.1')\n",
+      "('s2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0', ':instance', 'buy-01')\n",
       "('s2r1.2', ':instance', 'crown')\n",
-      "('s2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2', ':ARG1', 's2r0.2')\n",
-      "('s0r0.0-s0r4.0-s0r2.0-s0r1.0', ':ARG1', 's0r2.3-s0r0.2-s0r3.3')\n",
-      "('s0r0.0-s0r4.0-s0r2.0-s0r1.0', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r0.1-s2r0.1-s0r1.1-s2r1.3-s0r3.1-s2r3.1')\n",
-      "('s2r3.3-s2r4.2-s2r2.3', ':location', 's2r2.5-s0r2.4-s2r3.5-s0r3.4-s2r0.3')\n",
-      "('s0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r0.1-s2r0.1-s0r1.1-s2r1.3-s0r3.1-s2r3.1', ':instance', '\"Max\"')\n",
-      "('s0r0.0-s0r4.0-s0r2.0-s0r1.0', ':time', 's0r1.3')\n",
+      "('s2r0.2', ':mod', 's2r0.3-s0r3.4-s0r2.4-s2r2.5-s2r3.5')\n",
+      "('s2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0', ':ARG1', 's2r4.2-s2r3.3-s2r2.3')\n",
       "('s0r3.0', ':instance', 'like-01')\n",
-      "('s0r3.0', ':ARG1', 's0r3.2-s0r2.2')\n",
-      "('s2r2.0-s2r3.0', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r0.1-s2r0.1-s0r1.1-s2r1.3-s0r3.1-s2r3.1')\n",
-      "('s0r2.3-s0r0.2-s0r3.3', ':instance', 'ocean')\n",
-      "('s2r3.3-s2r4.2-s2r2.3', ':instance', 'home')\n",
-      "('s2r2.5-s0r2.4-s2r3.5-s0r3.4-s2r0.3', ':instance', 'beach')\n",
-      "('s2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2', ':ARG1', 's2r3.3-s2r4.2-s2r2.3')\n",
-      "('s2r4.3', ':ARG2', 's0r4.2-s2r4.4-s0r1.2-s2r1.1')\n",
-      "('s2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2', ':ARG0', 's0r4.2-s2r4.4-s0r1.2-s2r1.1')\n",
-      "('s0r0.0-s0r4.0-s0r2.0-s0r1.0', ':ARG1', 's0r3.2-s0r2.2')\n",
-      "('s0r3.0', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r0.1-s2r0.1-s0r1.1-s2r1.3-s0r3.1-s2r3.1')\n",
-      "('s2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r0.1-s2r0.1-s0r1.1-s2r1.3-s0r3.1-s2r3.1')\n",
-      "('s2r2.0-s2r3.0', ':ARG1', 's2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2')\n",
-      "('s0r3.2-s0r2.2', ':op2', 's2r2.5-s0r2.4-s2r3.5-s0r3.4-s2r0.3')\n",
-      "('s2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2', ':ARG1', 's2r1.2')\n",
-      "('s0r3.2-s0r2.2', ':instance', 'and')\n",
-      "('s0r0.0-s0r4.0-s0r2.0-s0r1.0', ':instance', 'love-01')\n",
+      "('s0r2.2-s0r3.2', ':op1', 's0r0.2-s0r2.3-s0r3.3')\n",
+      "('s2r3.0-s2r2.0', ':ARG0', 's0r3.1-s2r3.1-s0r2.1-s2r2.1-s0r4.1-s2r4.1-s0r1.1-s2r1.3-s0r0.1-s2r0.1')\n",
+      "('s2r2.4-s2r3.4', ':instance', 'vacation-01')\n",
+      "('s0r2.2-s0r3.2', ':op2', 's2r0.3-s0r3.4-s0r2.4-s2r2.5-s2r3.5')\n",
+      "('s0r2.0-s0r0.0-s0r1.0-s0r4.0', ':ARG1', 's0r2.2-s0r3.2')\n",
+      "('s0r3.0', ':ARG1', 's0r2.2-s0r3.2')\n",
+      "('s0r2.2-s0r3.2', ':instance', 'and')\n",
       "('s2r0.2', ':instance', 'house')\n",
-      "('s2r2.0-s2r3.0', ':instance', 'decide-01')\n",
+      "('s2r4.2-s2r3.3-s2r2.3', ':location', 's2r0.3-s0r3.4-s0r2.4-s2r2.5-s2r3.5')\n",
+      "('s0r2.0-s0r0.0-s0r1.0-s0r4.0', ':time', 's0r1.3')\n",
+      "('s2r4.3', ':ARG2', 's0r4.2-s2r4.4-s0r1.2-s2r1.1')\n",
+      "('s0r3.1-s2r3.1-s0r2.1-s2r2.1-s0r4.1-s2r4.1-s0r1.1-s2r1.3-s0r0.1-s2r0.1', ':instance', '\"Max\"')\n",
+      "('s0r2.0-s0r0.0-s0r1.0-s0r4.0', ':instance', 'love-01')\n",
+      "('s0r3.0', ':ARG0', 's0r3.1-s2r3.1-s0r2.1-s2r2.1-s0r4.1-s2r4.1-s0r1.1-s2r1.3-s0r0.1-s2r0.1')\n",
+      "('s0r0.2-s0r2.3-s0r3.3', ':instance', 'ocean')\n",
+      "('s0r2.0-s0r0.0-s0r1.0-s0r4.0', ':ARG1', 's0r4.2-s2r4.4-s0r1.2-s2r1.1')\n",
       "('s0r1.3', ':instance', 'always')\n",
-      "('s2r4.3', ':ARG1', 's2r3.3-s2r4.2-s2r2.3')\n",
-      "('s2r0.2', ':mod', 's2r2.5-s0r2.4-s2r3.5-s0r3.4-s2r0.3')\n",
+      "('s0r2.0-s0r0.0-s0r1.0-s0r4.0', ':ARG0', 's0r3.1-s2r3.1-s0r2.1-s2r2.1-s0r4.1-s2r4.1-s0r1.1-s2r1.3-s0r0.1-s2r0.1')\n",
       "('s2r4.3', ':instance', 'near-02')\n",
-      "('s2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2', ':instance', 'buy-01')\n",
       "('s0r4.2-s2r4.4-s0r1.2-s2r1.1', ':instance', '\"France\"')\n",
-      "('s0r3.2-s0r2.2', ':op1', 's0r2.3-s0r0.2-s0r3.3')\n",
-      "('s2r2.4-s2r3.4', ':instance', 'vacation-01')\n",
-      "('s2r1.0-s2r0.0-s2r4.0-s2r3.2-s2r2.2', ':ARG2', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r0.1-s2r0.1-s0r1.1-s2r1.3-s0r3.1-s2r3.1')\n",
-      "('s2r3.3-s2r4.2-s2r2.3', ':mod', 's2r2.4-s2r3.4')\n",
-      "('s0r0.0-s0r4.0-s0r2.0-s0r1.0', ':ARG1', 's0r4.2-s2r4.4-s0r1.2-s2r1.1')\n",
+      "('s2r4.2-s2r3.3-s2r2.3', ':instance', 'home')\n",
+      "('s2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0', ':ARG1', 's2r0.2')\n",
+      "('s2r2.2-s2r0.0-s2r3.2-s2r1.0-s2r4.0', ':ARG1', 's2r1.2')\n",
+      "('s2r4.2-s2r3.3-s2r2.3', ':mod', 's2r2.4-s2r3.4')\n",
+      "('s2r4.3', ':ARG1', 's2r4.2-s2r3.3-s2r2.3')\n",
       "---------------------------------------------------------------------------\n",
       "*********************************************\n",
       "NUMBER OF TRIPLES IN SPECIFIC GRAPH TRIPLES:\n",
       "*********************************************\n",
-      "31  --  50  REDUCTIONS\n",
+      "32  --  49  REDUCTIONS\n",
       "***********************\n",
       "SPECIFIC GRAPH TRIPLES:\n",
       "***********************\n",
-      "('s0r2.4-s2r2.5-s2r3.5-s0r3.4-s2r0.3', ':instance', 'beach')\n",
-      "('s0r4.0-s2r4.1-s0r0.0-s0r1.0-s2r1.1-s0r2.0', ':instance', 'love-01')\n",
-      "('s0r3.2-s0r2.2', ':op1', 's0r0.2-s2r4.4-s0r2.3-s0r1.2-s0r4.2-s2r1.5-s0r3.3')\n",
-      "('s2r1.4', ':op1', 's0r0.2-s2r4.4-s0r2.3-s0r1.2-s0r4.2-s2r1.5-s0r3.3')\n",
-      "('s0r4.0-s2r4.1-s0r0.0-s0r1.0-s2r1.1-s0r2.0', ':time', 's0r1.3')\n",
+      "('s0r0.0-s0r2.0-s0r1.0-s2r1.1-s0r4.0-s2r4.1', ':ARG0', 's0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r1.1-s2r1.1-s0r4.1-s2r4.1-s0r0.1-s2r0.1')\n",
+      "('s0r3.2-s0r2.2', ':op2', 's0r3.4-s2r0.3-s0r2.4-s2r2.5-s2r3.5')\n",
+      "('s2r2.4-s2r1.3-s2r3.4', ':instance', 'vacation-01')\n",
       "('s2r3.0-s2r2.0', ':instance', 'decide-01')\n",
+      "('s0r0.0-s0r2.0-s0r1.0-s2r1.1-s0r4.0-s2r4.1', ':instance', 'love-01')\n",
+      "('s0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r1.1-s2r1.1-s0r4.1-s2r4.1-s0r0.1-s2r0.1', ':instance', '\"Tom\"')\n",
+      "('s0r0.0-s0r2.0-s0r1.0-s2r1.1-s0r4.0-s2r4.1', ':time', 's0r1.3')\n",
+      "('s2r0.0-s2r4.0-s2r1.0-s2r2.2-s2r3.2', ':ARG1', 's2r4.2-s2r0.2-s2r3.3-s2r2.3-s2r1.2')\n",
+      "('s2r3.0-s2r2.0', ':ARG0', 's0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r1.1-s2r1.1-s0r4.1-s2r4.1-s0r0.1-s2r0.1')\n",
       "('s0r3.0', ':instance', 'like-01')\n",
+      "('s0r3.4-s2r0.3-s0r2.4-s2r2.5-s2r3.5', ':instance', 'beach')\n",
+      "('s2r4.3', ':ARG2', 's2r1.5-s2r4.4-s0r4.2-s0r0.2-s0r2.3-s0r3.3-s0r1.2')\n",
+      "('s2r0.0-s2r4.0-s2r1.0-s2r2.2-s2r3.2', ':ARG0', 's0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r1.1-s2r1.1-s0r4.1-s2r4.1-s0r0.1-s2r0.1')\n",
+      "('s2r0.0-s2r4.0-s2r1.0-s2r2.2-s2r3.2', ':instance', 'buy-01')\n",
+      "('s2r4.2-s2r0.2-s2r3.3-s2r2.3-s2r1.2', ':mod', 's2r2.4-s2r1.3-s2r3.4')\n",
       "('s0r3.0', ':ARG1', 's0r3.2-s0r2.2')\n",
-      "('s0r4.0-s2r4.1-s0r0.0-s0r1.0-s2r1.1-s0r2.0', ':ARG1', 's0r0.2-s2r4.4-s0r2.3-s0r1.2-s0r4.2-s2r1.5-s0r3.3')\n",
-      "('s0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r0.1-s2r0.1-s0r1.1-s2r1.1', ':instance', '\"Tom\"')\n",
-      "('s2r3.3-s2r2.3-s2r1.2-s2r0.2-s2r4.2', ':location', 's0r2.4-s2r2.5-s2r3.5-s0r3.4-s2r0.3')\n",
-      "('s2r3.0-s2r2.0', ':ARG1', 's2r3.2-s2r0.0-s2r2.2-s2r1.0-s2r4.0')\n",
-      "('s2r3.3-s2r2.3-s2r1.2-s2r0.2-s2r4.2', ':location', 's2r1.4')\n",
-      "('s0r0.2-s2r4.4-s0r2.3-s0r1.2-s0r4.2-s2r1.5-s0r3.3', ':instance', 'ocean')\n",
-      "('s2r4.3', ':ARG1', 's2r3.3-s2r2.3-s2r1.2-s2r0.2-s2r4.2')\n",
-      "('s2r3.2-s2r0.0-s2r2.2-s2r1.0-s2r4.0', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r0.1-s2r0.1-s0r1.1-s2r1.1')\n",
-      "('s2r3.3-s2r2.3-s2r1.2-s2r0.2-s2r4.2', ':instance', 'home')\n",
-      "('s0r4.0-s2r4.1-s0r0.0-s0r1.0-s2r1.1-s0r2.0', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r0.1-s2r0.1-s0r1.1-s2r1.1')\n",
-      "('s2r3.2-s2r0.0-s2r2.2-s2r1.0-s2r4.0', ':ARG1', 's2r3.3-s2r2.3-s2r1.2-s2r0.2-s2r4.2')\n",
-      "('s0r3.2-s0r2.2', ':op2', 's0r2.4-s2r2.5-s2r3.5-s0r3.4-s2r0.3')\n",
+      "('s2r3.0-s2r2.0', ':ARG1', 's2r0.0-s2r4.0-s2r1.0-s2r2.2-s2r3.2')\n",
+      "('s2r4.2-s2r0.2-s2r3.3-s2r2.3-s2r1.2', ':instance', 'home')\n",
+      "('s2r4.3', ':ARG1', 's2r4.2-s2r0.2-s2r3.3-s2r2.3-s2r1.2')\n",
+      "('s2r4.2-s2r0.2-s2r3.3-s2r2.3-s2r1.2', ':location', 's2r1.4')\n",
+      "('s0r3.0', ':ARG0', 's0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r1.1-s2r1.1-s0r4.1-s2r4.1-s0r0.1-s2r0.1')\n",
+      "('s2r1.4', ':op1', 's2r1.5-s2r4.4-s0r4.2-s0r0.2-s0r2.3-s0r3.3-s0r1.2')\n",
+      "('s2r4.2-s2r0.2-s2r3.3-s2r2.3-s2r1.2', ':location', 's0r3.4-s2r0.3-s0r2.4-s2r2.5-s2r3.5')\n",
+      "('s2r1.5-s2r4.4-s0r4.2-s0r0.2-s0r2.3-s0r3.3-s0r1.2', ':instance', 'ocean')\n",
+      "('s2r1.4', ':instance', 'by')\n",
       "('s0r3.2-s0r2.2', ':instance', 'and')\n",
-      "('s2r4.3', ':ARG2', 's0r0.2-s2r4.4-s0r2.3-s0r1.2-s0r4.2-s2r1.5-s0r3.3')\n",
+      "('s2r0.0-s2r4.0-s2r1.0-s2r2.2-s2r3.2', ':ARG0', 's0r0.0-s0r2.0-s0r1.0-s2r1.1-s0r4.0-s2r4.1')\n",
       "('s0r1.3', ':instance', 'always')\n",
-      "('s2r1.3-s2r3.4-s2r2.4', ':instance', 'vacation-01')\n",
-      "('s2r3.3-s2r2.3-s2r1.2-s2r0.2-s2r4.2', ':mod', 's2r1.3-s2r3.4-s2r2.4')\n",
-      "('s0r4.0-s2r4.1-s0r0.0-s0r1.0-s2r1.1-s0r2.0', ':ARG1', 's0r3.2-s0r2.2')\n",
-      "('s2r3.0-s2r2.0', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r0.1-s2r0.1-s0r1.1-s2r1.1')\n",
+      "('s0r3.2-s0r2.2', ':op1', 's2r1.5-s2r4.4-s0r4.2-s0r0.2-s0r2.3-s0r3.3-s0r1.2')\n",
       "('s2r4.3', ':instance', 'near-02')\n",
-      "('s2r3.2-s2r0.0-s2r2.2-s2r1.0-s2r4.0', ':instance', 'buy-01')\n",
-      "('s0r3.0', ':ARG0', 's0r4.1-s2r4.1-s0r2.1-s2r2.1-s0r3.1-s2r3.1-s0r0.1-s2r0.1-s0r1.1-s2r1.1')\n",
-      "('s2r1.4', ':instance', 'by')\n"
+      "('s0r0.0-s0r2.0-s0r1.0-s2r1.1-s0r4.0-s2r4.1', ':ARG1', 's0r3.2-s0r2.2')\n",
+      "('s0r0.0-s0r2.0-s0r1.0-s2r1.1-s0r4.0-s2r4.1', ':ARG1', 's2r1.5-s2r4.4-s0r4.2-s0r0.2-s0r2.3-s0r3.3-s0r1.2')\n"
      ]
     }
    ],
@@ -1669,7 +1678,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -1683,51 +1692,52 @@
       "***********************\n",
       "GENERAL GRAPH TRIPLES:\n",
       "***********************\n",
-      "('buy-01', ':ARG1', 'house', 's2', 's2')\n",
+      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
       "('love-01', ':ARG1', 'ocean', 's0', 's0')\n",
-      "('love-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
+      "('buy-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG2', '\"Max\"', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG0', '\"France\"', 's2', 's2-s0')\n",
+      "('house', ':mod', 'beach', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
+      "('and', ':op1', 'ocean', 's0', 's0')\n",
+      "('decide-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
+      "('and', ':op2', 'beach', 's0', 's2-s0')\n",
+      "('love-01', ':ARG1', 'and', 's0', 's0')\n",
+      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
       "('home', ':location', 'beach', 's2', 's2-s0')\n",
       "('love-01', ':time', 'always', 's0', 's0')\n",
-      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
-      "('decide-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
-      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
       "('near-02', ':ARG2', '\"France\"', 's2', 's2-s0')\n",
-      "('buy-01', ':ARG0', '\"France\"', 's2', 's2-s0')\n",
-      "('love-01', ':ARG1', 'and', 's0', 's0')\n",
       "('like-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
-      "('buy-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
-      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
-      "('and', ':op2', 'beach', 's0', 's2-s0')\n",
+      "('love-01', ':ARG1', '\"France\"', 's0', 's2-s0')\n",
+      "('love-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
+      "('buy-01', ':ARG1', 'house', 's2', 's2')\n",
       "('buy-01', ':ARG1', 'crown', 's2', 's2')\n",
-      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
-      "('house', ':mod', 'beach', 's2', 's2-s0')\n",
-      "('and', ':op1', 'ocean', 's0', 's0')\n",
-      "('buy-01', ':ARG2', '\"Max\"', 's2', 's2-s0')\n",
       "('home', ':mod', 'vacation-01', 's2', 's2')\n",
-      "('love-01', ':ARG1', '\"France\"', 's0', 's2-s0')\n",
+      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
       "---------------------------------------------------------------------------\n",
-      "18  --  13  REDUCTIONS\n",
+      "19  --  13  REDUCTIONS\n",
       "***********************\n",
       "SPECIFIC GRAPH TRIPLES:\n",
       "***********************\n",
-      "('and', ':op1', 'ocean', 's0', 's2-s0')\n",
-      "('by', ':op1', 'ocean', 's2', 's2-s0')\n",
-      "('love-01', ':time', 'always', 's2-s0', 's0')\n",
-      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
-      "('love-01', ':ARG1', 'ocean', 's2-s0', 's2-s0')\n",
-      "('home', ':location', 'beach', 's2', 's2-s0')\n",
-      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
-      "('home', ':location', 'by', 's2', 's2')\n",
-      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
-      "('buy-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
       "('love-01', ':ARG0', '\"Tom\"', 's2-s0', 's2-s0')\n",
-      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
       "('and', ':op2', 'beach', 's0', 's2-s0')\n",
+      "('love-01', ':time', 'always', 's2-s0', 's0')\n",
+      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
+      "('decide-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
       "('near-02', ':ARG2', 'ocean', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
       "('home', ':mod', 'vacation-01', 's2', 's2')\n",
+      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
+      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
+      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
+      "('home', ':location', 'by', 's2', 's2')\n",
+      "('like-01', ':ARG0', '\"Tom\"', 's0', 's2-s0')\n",
+      "('by', ':op1', 'ocean', 's2', 's2-s0')\n",
+      "('home', ':location', 'beach', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG0', 'love-01', 's2', 's2-s0')\n",
+      "('and', ':op1', 'ocean', 's0', 's2-s0')\n",
       "('love-01', ':ARG1', 'and', 's2-s0', 's0')\n",
-      "('decide-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
-      "('like-01', ':ARG0', '\"Tom\"', 's0', 's2-s0')\n"
+      "('love-01', ':ARG1', 'ocean', 's2-s0', 's2-s0')\n"
      ]
     }
    ],
@@ -1772,7 +1782,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -1781,16 +1791,12 @@
      "text": [
       " GENERAL CHAINS:\n",
       " ================\n",
-      "('buy-01', ':ARG0', 's2')\n",
+      "('buy-01', ':ARG2', 's2')\n",
+      "('decide-01', ':ARG0', 's2')\n",
       "('near-02', ':ARG2', 's2')\n",
+      "('buy-01', ':ARG0', 's2')\n",
       "('love-01', ':ARG1', 's0')\n",
-      "------------------------------\n",
       "('like-01', ':ARG0', 's0')\n",
-      "('buy-01', ':ARG0', 's2')\n",
-      "('decide-01', ':ARG0', 's2')\n",
-      "('love-01', ':ARG0', 's0')\n",
-      "------------------------------\n",
-      "('buy-01', ':ARG2', 's2')\n",
       "('love-01', ':ARG0', 's0')\n",
       "------------------------------\n",
       "\n",
@@ -1798,12 +1804,10 @@
       "\n",
       " SPECIFIC CHAINS:\n",
       " ================\n",
-      "('buy-01', ':ARG0', 's2')\n",
       "('decide-01', ':ARG0', 's2')\n",
       "('love-01', ':ARG0', 's0')\n",
-      "------------------------------\n",
+      "('buy-01', ':ARG0', 's2')\n",
       "('like-01', ':ARG0', 's0')\n",
-      "('decide-01', ':ARG0', 's2')\n",
       "------------------------------\n"
      ]
     }
@@ -1868,7 +1872,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -1880,50 +1884,41 @@
       "----------\n",
       "G-NODE  1\n",
       "----------\n",
+      "('love-01', ':ARG1', 'ocean', 's0', 's0')\n",
       "('buy-01', ':ARG0', '\"France\"', 's2', 's2-s0')\n",
-      "('buy-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
-      "('love-01', ':ARG1', '\"France\"', 's0', 's2-s0')\n",
       "('love-01', ':ARG1', 'and', 's0', 's0')\n",
-      "('love-01', ':ARG1', 'ocean', 's0', 's0')\n",
-      "('near-02', ':ARG2', '\"France\"', 's2', 's2-s0')\n",
-      "----------\n",
-      "G-NODE  2\n",
-      "----------\n",
+      "('love-01', ':ARG1', '\"France\"', 's0', 's2-s0')\n",
+      "('like-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
       "('love-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
-      "('buy-01', ':ARG0', '\"France\"', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG2', '\"Max\"', 's2', 's2-s0')\n",
+      "('near-02', ':ARG2', '\"France\"', 's2', 's2-s0')\n",
       "('buy-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
-      "('like-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
       "('decide-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
-      "----------\n",
-      "G-NODE  3\n",
-      "----------\n",
-      "('buy-01', ':ARG2', '\"Max\"', 's2', 's2-s0')\n",
-      "('love-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
       "=========================\n",
       "GENERAL CONCEPT TRIPPLES:\n",
       "============================================================\n",
-      "('buy-01', ':ARG1', 'house', 's2', 's2')\n",
+      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
       "('love-01', ':ARG1', 'ocean', 's0', 's0')\n",
-      "('love-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
+      "('buy-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG2', '\"Max\"', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG0', '\"France\"', 's2', 's2-s0')\n",
+      "('house', ':mod', 'beach', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
+      "('and', ':op1', 'ocean', 's0', 's0')\n",
+      "('decide-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
+      "('and', ':op2', 'beach', 's0', 's2-s0')\n",
+      "('love-01', ':ARG1', 'and', 's0', 's0')\n",
+      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
       "('home', ':location', 'beach', 's2', 's2-s0')\n",
       "('love-01', ':time', 'always', 's0', 's0')\n",
-      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
-      "('decide-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
-      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
       "('near-02', ':ARG2', '\"France\"', 's2', 's2-s0')\n",
-      "('buy-01', ':ARG0', '\"France\"', 's2', 's2-s0')\n",
-      "('love-01', ':ARG1', 'and', 's0', 's0')\n",
       "('like-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
-      "('buy-01', ':ARG0', '\"Max\"', 's2', 's2-s0')\n",
-      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
-      "('and', ':op2', 'beach', 's0', 's2-s0')\n",
+      "('love-01', ':ARG1', '\"France\"', 's0', 's2-s0')\n",
+      "('love-01', ':ARG0', '\"Max\"', 's0', 's2-s0')\n",
+      "('buy-01', ':ARG1', 'house', 's2', 's2')\n",
       "('buy-01', ':ARG1', 'crown', 's2', 's2')\n",
-      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
-      "('house', ':mod', 'beach', 's2', 's2-s0')\n",
-      "('and', ':op1', 'ocean', 's0', 's0')\n",
-      "('buy-01', ':ARG2', '\"Max\"', 's2', 's2-s0')\n",
       "('home', ':mod', 'vacation-01', 's2', 's2')\n",
-      "('love-01', ':ARG1', '\"France\"', 's0', 's2-s0')\n",
+      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
       "\n",
       "############################################################\n",
       "\n",
@@ -1932,35 +1927,33 @@
       "----------\n",
       "G-NODE  1\n",
       "----------\n",
+      "('like-01', ':ARG0', '\"Tom\"', 's0', 's2-s0')\n",
       "('decide-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
-      "('love-01', ':ARG0', '\"Tom\"', 's2-s0', 's2-s0')\n",
+      "('buy-01', ':ARG0', 'love-01', 's2', 's2-s0')\n",
       "('buy-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
-      "----------\n",
-      "G-NODE  2\n",
-      "----------\n",
-      "('decide-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
-      "('like-01', ':ARG0', '\"Tom\"', 's0', 's2-s0')\n",
+      "('love-01', ':ARG0', '\"Tom\"', 's2-s0', 's2-s0')\n",
       "=========================\n",
       "SPECIFIC CONCEPT TRIPPLES:\n",
       "============================================================\n",
-      "('and', ':op1', 'ocean', 's0', 's2-s0')\n",
-      "('by', ':op1', 'ocean', 's2', 's2-s0')\n",
-      "('love-01', ':time', 'always', 's2-s0', 's0')\n",
-      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
-      "('love-01', ':ARG1', 'ocean', 's2-s0', 's2-s0')\n",
-      "('home', ':location', 'beach', 's2', 's2-s0')\n",
-      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
-      "('home', ':location', 'by', 's2', 's2')\n",
-      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
-      "('buy-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
       "('love-01', ':ARG0', '\"Tom\"', 's2-s0', 's2-s0')\n",
-      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
       "('and', ':op2', 'beach', 's0', 's2-s0')\n",
+      "('love-01', ':time', 'always', 's2-s0', 's0')\n",
+      "('buy-01', ':ARG1', 'home', 's2', 's2')\n",
+      "('decide-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
       "('near-02', ':ARG2', 'ocean', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
       "('home', ':mod', 'vacation-01', 's2', 's2')\n",
+      "('like-01', ':ARG1', 'and', 's0', 's0')\n",
+      "('decide-01', ':ARG1', 'buy-01', 's2', 's2')\n",
+      "('near-02', ':ARG1', 'home', 's2', 's2')\n",
+      "('home', ':location', 'by', 's2', 's2')\n",
+      "('like-01', ':ARG0', '\"Tom\"', 's0', 's2-s0')\n",
+      "('by', ':op1', 'ocean', 's2', 's2-s0')\n",
+      "('home', ':location', 'beach', 's2', 's2-s0')\n",
+      "('buy-01', ':ARG0', 'love-01', 's2', 's2-s0')\n",
+      "('and', ':op1', 'ocean', 's0', 's2-s0')\n",
       "('love-01', ':ARG1', 'and', 's2-s0', 's0')\n",
-      "('decide-01', ':ARG0', '\"Tom\"', 's2', 's2-s0')\n",
-      "('like-01', ':ARG0', '\"Tom\"', 's0', 's2-s0')\n"
+      "('love-01', ':ARG1', 'ocean', 's2-s0', 's2-s0')\n"
      ]
     },
     {
@@ -1969,7 +1962,7 @@
        "' '"
       ]
      },
-     "execution_count": 40,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2017,7 +2010,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -2079,7 +2072,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2151,7 +2144,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
@@ -2165,20 +2158,20 @@
       "NUMBER OF EDGES:  310 \n",
       "\n",
       "_G0\n",
-      "['France', 'ocean', 'Max', 'and', 'crown']\n",
-      "['l5', 'f2', 'p3', 'f0', 'l4', 's2', 'e2', 's3', 'f3', 'o6', 'l1', 's4', 'l2', 'p2', 'l6', 's1', 'o1', 'e4', 'p1', 'o4', 'e0', 'l7', 'o5', 'o3', 'e1', 'f1', 'f4', 'p0', 'o2', 's0']\n",
+      "['beach', 'crown', 'ocean', 'Max', 'France', 'and']\n",
+      "['e0', 'f4', 'e4', 'o1', 'l6', 'l4', 'o2', 's4', 'o6', 'o4', 'p3', 'l5', 'e2', 'p2', 'f3', 's2', 'f2', 'l2', 'l1', 's0', 's1', 'p0', 'p1', 'e1', 'l7', 'f1', 'o3', 'f0', 'l3', 's3', 'o5']\n",
       "----------\n",
       "_G1\n",
-      "['beach', 'ocean', 'France', 'and', 'crown']\n",
-      "['o5', 's2', 'l1', 'p2', 'e0', 's1', 'l3', 'p1', 's0']\n",
+      "['Max']\n",
+      "['f1', 'e0', 'o3', 'p3', 'f2', 'l2', 's2', 'l1', 's0', 's1', 's3', 'l6', 'o5', 's4', 'p0', 'p1']\n",
       "----------\n",
       "_G2\n",
       "['Max']\n",
-      "['l5', 'f2', 'f0', 'l4', 's2', 'e2', 's3', 'f3', 'o6', 'l1', 's4', 'p2', 'l6', 's1', 'o1', 'e4', 'o4', 'p1', 'l7', 'e1', 'f4', 'p0', 'o2', 's0']\n",
+      "['f4', 'o1', 'e4', 'l4', 'l6', 'o2', 's4', 'o6', 'o4', 'l5', 'e2', 'p2', 'f3', 's2', 'f2', 'l1', 's0', 's1', 'p0', 'p1', 'e1', 'l7', 'f0', 's3']\n",
       "----------\n",
       "_G3\n",
       "['Max']\n",
-      "['s2', 'f2', 's4', 'l2', 'p1', 's0', 's3']\n",
+      "['s2', 'l2', 'f2', 's0', 's3', 's4', 'p1']\n",
       "----------\n",
       "_G4\n",
       "['crown', 'France']\n",
@@ -2186,163 +2179,161 @@
       "----------\n",
       "_G5\n",
       "['Max']\n",
-      "['l5', 'o6', 's2', 'l1', 's4', 'f4', 's1', 'p0', 'p1', 'e2', 'o2', 's0', 's3', 'l7']\n",
+      "['l7', 'f4', 's2', 'l1', 's0', 's3', 's1', 'l5', 'o2', 's4', 'p0', 'o6', 'p1', 'e2']\n",
       "----------\n",
       "_G6\n",
       "['Max']\n",
-      "['s2', 'f2', 's1', 'p0', 'p1', 's0', 's3']\n",
+      "['s2', 'f2', 's0', 's3', 's1', 'p0', 'p1']\n",
       "----------\n",
       "_G7\n",
-      "['house', 'crown', 'home', 'France', 'throne', 'there']\n",
-      "['s2', 'e1', 's4', 'l2', 'p2', 'e0', 'o4', 'p1', 'e4', 's0', 'l6', 's3', 'f3']\n",
+      "['there', 'house', 'throne', 'home', 'crown', 'France']\n",
+      "['e0', 'o4', 'f3', 's2', 'l2', 'e1', 's0', 'e4', 's3', 'l6', 's4', 'p1', 'p2']\n",
       "----------\n",
       "_G8\n",
       "['Max']\n",
-      "['s2', 'l1', 's4', 's1', 's0', 's3']\n",
+      "['s2', 'l1', 's0', 's3', 's1', 's4']\n",
       "----------\n",
       "_G9\n",
       "['beach', 'France']\n",
       "['s1', 'l1']\n",
       "----------\n",
       "_G10\n",
-      "['Crown', 'beach', 'France', 'throne', 'crown']\n",
-      "['s1', 's2', 'l3', 's3']\n",
+      "['beach', 'throne', 'crown', 'Crown', 'France']\n",
+      "['s3', 's2', 's1', 'l3']\n",
       "----------\n",
       "_G11\n",
       "['Max']\n",
-      "['e3', 'l1', 'f1', 's4']\n",
+      "['f1', 'e3', 'l1', 's4']\n",
       "----------\n",
       "visit-01_e0\n",
       "----------\n",
       "love-01_s0\n",
       "----------\n",
-      "want-01_f0\n",
-      "----------\n",
-      "convenience_f0\n",
-      "----------\n",
       "decide-01_s2\n",
       "----------\n",
       "buy-01_s2\n",
       "----------\n",
+      "want-01_f0\n",
+      "----------\n",
       "crown_s2\n",
       "----------\n",
-      "always_s0\n",
+      "convenience_f0\n",
       "----------\n",
       "want-01_f1\n",
       "----------\n",
       "relax-01_f1\n",
       "----------\n",
-      "Max_s0-f1\n",
-      "----------\n",
       "crown_s0\n",
       "----------\n",
-      "Max_s0-l1\n",
+      "Max_f1-s0\n",
+      "----------\n",
+      "always_s0\n",
+      "----------\n",
+      "Max_l1-s0\n",
       "----------\n",
-      "France_s0-l1\n",
+      "France_l1-s0\n",
       "----------\n",
       "near-02_l1\n",
       "----------\n",
+      "buy-01_s3\n",
+      "----------\n",
       "home_s3\n",
       "----------\n",
-      "beach_l1-s3\n",
+      "beach_s3-l1\n",
       "----------\n",
-      "Max_l1-s3\n",
+      "Max_s3-l1\n",
       "----------\n",
-      "buy-01_s3\n",
+      "Max_l1-s4\n",
+      "----------\n",
+      "beach_l1\n",
       "----------\n",
       "vacation-01_s4\n",
       "----------\n",
       "they_s4\n",
       "----------\n",
-      "home_s4\n",
-      "----------\n",
       "stay-01_s4\n",
       "----------\n",
       "often_s4\n",
       "----------\n",
-      "Max_l1-s4\n",
+      "home_s4\n",
       "----------\n",
-      "beach_l1\n",
+      "crown_l2-s4\n",
       "----------\n",
-      "spend-02_s4\n",
+      "home_l2\n",
       "----------\n",
-      "like-01_l2\n",
+      "vacation-01_l2\n",
       "----------\n",
-      "Max_l2-s4\n",
+      "spend-02_s4\n",
       "----------\n",
       "possible-01_s4\n",
       "----------\n",
-      "home_l2\n",
+      "next-to_l2\n",
       "----------\n",
-      "crown_l2-s4\n",
+      "France_l2\n",
       "----------\n",
-      "vacation-01_l2\n",
+      "time_s4\n",
       "----------\n",
       "visit-01_l2\n",
       "----------\n",
-      "next-to_l2\n",
-      "----------\n",
-      "France_l2\n",
+      "like-01_l2\n",
       "----------\n",
-      "time_s4\n",
+      "Max_l2-s4\n",
       "----------\n",
       "lot_s4\n",
       "----------\n",
+      "next-to_l3\n",
+      "----------\n",
+      "vacation-01_s1\n",
+      "----------\n",
       "love-01_s1\n",
       "----------\n",
       "Max_s1\n",
       "----------\n",
       "spend-02_s1\n",
       "----------\n",
-      "next-to_l3\n",
-      "----------\n",
-      "vacation-01_s1\n",
-      "----------\n",
       "crown_s1-l3\n",
       "----------\n",
-      "be-located-at-91_l4\n",
+      "love-01_l4\n",
       "----------\n",
-      "often_l4\n",
+      "beach_s2-l4\n",
       "----------\n",
-      "home_s2\n",
+      "Max_s2-l4\n",
       "----------\n",
-      "beach_l4-s2\n",
+      "home_s2\n",
       "----------\n",
-      "love-01_l4\n",
+      "be-located-at-91_l4\n",
       "----------\n",
-      "cause-01_l4\n",
+      "often_l4\n",
       "----------\n",
       "vacation-01_s2\n",
       "----------\n",
-      "Max_l4-s2\n",
-      "----------\n",
-      "vacation-01_s3\n",
+      "cause-01_l4\n",
       "----------\n",
-      "rate-entity-91_l5\n",
+      "beach_s3-l5\n",
       "----------\n",
-      "holiday_l5\n",
+      "vacation-01_s3\n",
       "----------\n",
       "be-located-at-91_l5\n",
       "----------\n",
       "get-01_l5\n",
       "----------\n",
-      "Max_l5-s3\n",
+      "Max_s3-l5\n",
       "----------\n",
-      "beach_l5-s3\n",
+      "holiday_l5\n",
       "----------\n",
-      "often_s1\n",
+      "rate-entity-91_l5\n",
       "----------\n",
       "possess-01_p0\n",
       "----------\n",
+      "often_s1\n",
+      "----------\n",
       "money_p0\n",
       "----------\n",
       "lot_p0\n",
       "----------\n",
-      "beach_s3\n",
-      "----------\n",
       "load_p0\n",
       "----------\n",
-      "possess-01_p1\n",
+      "beach_s3\n",
       "----------\n",
       "home_p1\n",
       "----------\n",
@@ -2350,91 +2341,93 @@
       "----------\n",
       "ocean_s0\n",
       "----------\n",
-      "ordinal-entity_p1-s4\n",
+      "possess-01_p1\n",
       "----------\n",
-      "2_p1-s4\n",
+      "go-02_s4\n",
       "----------\n",
       "mean-01_p1\n",
       "----------\n",
       "home_p1-s4\n",
       "----------\n",
-      "go-02_s4\n",
+      "vacation-01_p1-s4\n",
       "----------\n",
-      "house_p1-s4\n",
+      "ordinal-entity_p1-s4\n",
       "----------\n",
-      "vacation-01_p1-s4\n",
+      "2_p1-s4\n",
       "----------\n",
       "crown_p1-s4\n",
       "----------\n",
-      "possess-01_p2\n",
+      "house_p1-s4\n",
       "----------\n",
-      "-_p2\n",
+      "near-02_p2\n",
+      "----------\n",
+      "possess-01_p2\n",
       "----------\n",
       "home_s2-p2\n",
       "----------\n",
+      "-_p2\n",
+      "----------\n",
       "beach_s2-p2\n",
       "----------\n",
-      "near-02_p2\n",
+      "Max_s4\n",
       "----------\n",
       "house_o0-s4\n",
       "----------\n",
-      "beach_s4\n",
-      "----------\n",
       "ocean_o0\n",
       "----------\n",
-      "Max_s4\n",
-      "----------\n",
-      "beach_s2\n",
+      "beach_s4\n",
       "----------\n",
       "roll-01_o1\n",
       "----------\n",
       "money_o1\n",
       "----------\n",
+      "beach_s2\n",
+      "----------\n",
+      "want-01_o2\n",
+      "----------\n",
       "go-02_o2\n",
       "----------\n",
-      "and_o2\n",
+      "Max_s3-o2\n",
       "----------\n",
-      "vacation-01_o2-s3\n",
+      "vacation-01_s3-o2\n",
       "----------\n",
-      "Max_o2-s3\n",
+      "and_o2\n",
       "----------\n",
       "swim-01_o2\n",
       "----------\n",
-      "want-01_o2\n",
-      "----------\n",
       "surf-01_o2\n",
       "----------\n",
-      "happy-01_f2\n",
-      "----------\n",
-      "Max_s0-f2\n",
+      "France_s0\n",
       "----------\n",
       "feel-01_f2\n",
       "----------\n",
-      "France_s0\n",
+      "happy-01_f2\n",
+      "----------\n",
+      "Max_f2-s0\n",
       "----------\n",
       "next-to_p1\n",
       "----------\n",
       "crown_p1\n",
       "----------\n",
-      "near-02_o5\n",
+      "want-01_o5\n",
       "----------\n",
       "live-01_o5\n",
       "----------\n",
       "Max_o5-s0\n",
       "----------\n",
-      "want-01_o5\n",
-      "----------\n",
-      "throne_s1\n",
+      "near-02_o5\n",
       "----------\n",
-      "next-to_s1\n",
+      "like-01_s0\n",
       "----------\n",
       "France_s1\n",
       "----------\n",
       "go-02_s1\n",
       "----------\n",
+      "throne_s1\n",
+      "----------\n",
       "beach_s1\n",
       "----------\n",
-      "like-01_s0\n",
+      "next-to_s1\n",
       "----------\n",
       "house_s2\n",
       "----------\n",
@@ -2444,7 +2437,9 @@
       "----------\n",
       "near-02_s2\n",
       "----------\n",
-      "beach_s0-s3\n",
+      "beach_s3-s0\n",
+      "----------\n",
+      "beach_s0\n",
       "----------\n",
       "house_s4\n",
       "----------\n",
@@ -2452,27 +2447,25 @@
       "----------\n",
       "Max_s0-s4\n",
       "----------\n",
-      "beach_s0\n",
-      "----------\n",
       "Max_s1-f2\n",
       "----------\n",
       "be-located-at-91_l1\n",
       "----------\n",
-      "vacation-01_s1-s2\n",
+      "vacation-01_s2-s1\n",
       "----------\n",
-      "beach_s1-s2\n",
-      "----------\n",
-      "lot_s1\n",
+      "Crown_s1\n",
       "----------\n",
-      "France_s1-s2\n",
+      "beach_s2-s1\n",
       "----------\n",
       "throne_s2\n",
       "----------\n",
-      "Crown_s1\n",
+      "lot_s1\n",
+      "----------\n",
+      "France_s2-s1\n",
       "----------\n",
-      "beach_s1-s3\n",
+      "vacation-01_s3-s1\n",
       "----------\n",
-      "vacation-01_s1-s3\n",
+      "beach_s3-s1\n",
       "----------\n",
       "crown_s2-e1\n",
       "----------\n",
@@ -2480,13 +2473,7 @@
       "----------\n",
       "France_e1\n",
       "----------\n",
-      "home_e4-s2\n",
-      "----------\n",
-      "vacation-01_e4-s2\n",
-      "----------\n",
-      "spend-02_e4\n",
-      "----------\n",
-      "Max_e4-s2\n",
+      "home_s2-e4\n",
       "----------\n",
       "new-01_e4\n",
       "----------\n",
@@ -2494,19 +2481,25 @@
       "----------\n",
       "lot_e4\n",
       "----------\n",
+      "spend-02_e4\n",
+      "----------\n",
+      "vacation-01_s2-e4\n",
+      "----------\n",
+      "Max_s2-e4\n",
+      "----------\n",
       "Max_s2-f2\n",
       "----------\n",
       "feel-01_f3\n",
       "----------\n",
-      "happy-01_f3\n",
+      "home_f3-s2\n",
       "----------\n",
-      "move-01_f3\n",
+      "beachside_f3\n",
       "----------\n",
-      "home_s2-f3\n",
+      "move-01_f3\n",
       "----------\n",
-      "beachside_f3\n",
+      "Max_f3-s2\n",
       "----------\n",
-      "Max_s2-f3\n",
+      "happy-01_f3\n",
       "----------\n",
       "home_s2-l6\n",
       "----------\n",
@@ -2522,42 +2515,42 @@
       "----------\n",
       "home_s2-p1\n",
       "----------\n",
-      "beach_s2-p1\n",
-      "----------\n",
       "vacation-01_s2-p1\n",
       "----------\n",
-      "home_o4-s2\n",
+      "beach_s2-p1\n",
       "----------\n",
-      "include-91_o4\n",
+      "spend-02_o4\n",
       "----------\n",
-      "most_o4\n",
+      "home_s2-o4\n",
       "----------\n",
       "time_o4\n",
       "----------\n",
-      "Max_o4-s2\n",
+      "Max_s2-o4\n",
       "----------\n",
-      "spend-02_o4\n",
+      "include-91_o4\n",
+      "----------\n",
+      "most_o4\n",
       "----------\n",
       "new-01_o4\n",
       "----------\n",
       "get-01_s2\n",
       "----------\n",
-      "crown_s2-s3\n",
-      "----------\n",
-      "want-01_s2\n",
+      "crown_s3-s2\n",
       "----------\n",
-      "home_s2-s3\n",
+      "Max_s3-s2\n",
       "----------\n",
       "France_s3\n",
       "----------\n",
-      "Max_s2-s3\n",
-      "----------\n",
       "right-06_s3\n",
       "----------\n",
-      "home_s2-s4\n",
+      "want-01_s2\n",
+      "----------\n",
+      "home_s3-s2\n",
       "----------\n",
       "vacation-01_s2-s4\n",
       "----------\n",
+      "home_s2-s4\n",
+      "----------\n",
       "this_s4\n",
       "----------\n",
       "spend-02_e2\n",
@@ -2566,77 +2559,77 @@
       "----------\n",
       "time_e2\n",
       "----------\n",
-      "Max_s3-f2\n",
-      "----------\n",
       "crown-01_s3\n",
       "----------\n",
-      "and_f4\n",
-      "----------\n",
-      "happy-01_f4\n",
-      "----------\n",
-      "relax-01_f4\n",
+      "Max_s3-f2\n",
       "----------\n",
-      "Max_f4-s3\n",
+      "home_s3-f4\n",
       "----------\n",
-      "home_f4-s3\n",
+      "happy-01_f4\n",
       "----------\n",
-      "vacation-01_f4-s3\n",
+      "Max_s3-f4\n",
       "----------\n",
       "feel-01_f4\n",
       "----------\n",
-      "have-degree-91_l7\n",
+      "and_f4\n",
       "----------\n",
-      "often_l7\n",
+      "vacation-01_s3-f4\n",
+      "----------\n",
+      "relax-01_f4\n",
       "----------\n",
       "possible-01_l7\n",
       "----------\n",
       "get-05_l7\n",
       "----------\n",
-      "home_s3-l7\n",
-      "----------\n",
       "be-located-at-91_l7\n",
       "----------\n",
-      "Max_s3-l7\n",
+      "home_l7-s3\n",
+      "----------\n",
+      "have-degree-91_l7\n",
+      "----------\n",
+      "equal_l7\n",
       "----------\n",
       "away_l7\n",
       "----------\n",
       "work-01_l7\n",
       "----------\n",
-      "vacation-01_s3-l7\n",
+      "vacation-01_l7-s3\n",
       "----------\n",
-      "equal_l7\n",
+      "often_l7\n",
+      "----------\n",
+      "Max_l7-s3\n",
       "----------\n",
-      "home_p1-s3\n",
+      "home_s3-p1\n",
       "----------\n",
-      "beach_p1-s3\n",
+      "beach_s3-p1\n",
       "----------\n",
-      "vacation-01_p1-s3\n",
+      "vacation-01_s3-p1\n",
       "----------\n",
       "live-01_o6\n",
       "----------\n",
       "there_o6\n",
       "----------\n",
+      "permanent_o6\n",
+      "----------\n",
       "retire-01_o6\n",
       "----------\n",
       "Max_o6-s3\n",
       "----------\n",
       "look-01_o6\n",
       "----------\n",
-      "permanent_o6\n",
-      "----------\n",
       "there_s4\n",
       "----------\n",
-      "home_e3\n",
-      "----------\n",
-      "vacation-01_e3\n",
-      "----------\n",
       "sell-01_e3\n",
       "----------\n",
-      "ever_e3\n",
+      "-_e3\n",
+      "----------\n",
+      "vacation-01_e3\n",
       "----------\n",
       "they_e3\n",
       "----------\n",
-      "-_e3\n",
+      "home_e3\n",
+      "----------\n",
+      "ever_e3\n",
       "----------\n",
       "feel-01_f1\n",
       "----------\n",
@@ -2654,34 +2647,34 @@
       "----------\n",
       "Italy_l6\n",
       "----------\n",
-      "possess-01_p3\n",
-      "----------\n",
       "next-to_s4\n",
       "----------\n",
       "vacation-01_p3\n",
       "----------\n",
-      "Max_p3-s4\n",
+      "Max_s4-p3\n",
+      "----------\n",
+      "possess-01_p3\n",
       "----------\n",
       "have-03_o3\n",
       "----------\n",
       "serenity_o3\n",
       "----------\n",
-      "('visit-01_e0', '_G1')\n",
+      "('visit-01_e0', '_G0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('visit-01_e0', '_G0')\n",
+      "('visit-01_e0', '_G1')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('love-01_s0', '_G0')\n",
       "{'relation': [':ARG1', ':ARG0']}\n",
       "********************\n",
       "----------\n",
-      "('love-01_s0', 'always_s0')\n",
-      "{'relation': [':time']}\n",
-      "----------\n",
       "('love-01_s0', 'crown_s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('love-01_s0', 'always_s0')\n",
+      "{'relation': [':time']}\n",
+      "----------\n",
       "('love-01_s0', 'ocean_s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
@@ -2691,28 +2684,22 @@
       "('love-01_s0', 'and_s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('want-01_f0', 'convenience_f0')\n",
+      "('decide-01_s2', 'buy-01_s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('want-01_f0', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
       "('decide-01_s2', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('decide-01_s2', 'buy-01_s2')\n",
+      "('decide-01_s2', 'get-01_s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('decide-01_s2', 'get-01_s2')\n",
+      "('buy-01_s2', 'crown_s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('buy-01_s2', '_G0')\n",
       "{'relation': [':ARG0', ':ARG2']}\n",
       "********************\n",
       "----------\n",
-      "('buy-01_s2', 'crown_s2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('buy-01_s2', 'home_s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
@@ -2728,74 +2715,83 @@
       "('buy-01_s2', '_G10')\n",
       "{'relation': [':location']}\n",
       "----------\n",
+      "('want-01_f0', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('want-01_f0', 'convenience_f0')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
       "('want-01_f1', 'relax-01_f1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('want-01_f1', '_G0')\n",
+      "('want-01_f1', '_G1')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('relax-01_f1', 'Max_s0-f1')\n",
+      "('relax-01_f1', 'Max_f1-s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('Max_s0-l1', 'France_s0-l1')\n",
+      "('Max_l1-s0', 'France_l1-s0')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('Max_s0-l1', 'beach_l1')\n",
+      "('Max_l1-s0', 'beach_l1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('near-02_l1', '_G1')\n",
+      "('near-02_l1', '_G0')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('near-02_l1', '_G0')\n",
+      "('near-02_l1', '_G1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s3', 'beach_l1-s3')\n",
-      "{'relation': [':location']}\n",
+      "('buy-01_s3', 'home_s3')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s3', 'vacation-01_s3')\n",
-      "{'relation': [':mod']}\n",
+      "('buy-01_s3', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('home_s3', 'beach_l5-s3')\n",
-      "{'relation': [':location']}\n",
+      "('buy-01_s3', '_G7')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s3', 'beach_s3')\n",
-      "{'relation': [':location']}\n",
+      "('buy-01_s3', 'home_s3-e2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s3', 'vacation-01_o2-s3')\n",
-      "{'relation': [':mod']}\n",
+      "('buy-01_s3', 'home_s3-f4')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s3', 'beach_s0-s3')\n",
+      "('buy-01_s3', 'home_l7-s3')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('buy-01_s3', 'home_s3-p1')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('home_s3', 'beach_s3-l1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s3', 'beach_s1-s3')\n",
+      "('home_s3', 'beach_s3-l5')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s3', 'vacation-01_s1-s3')\n",
+      "('home_s3', 'vacation-01_s3')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('Max_l1-s3', 'beach_l1-s3')\n",
+      "('home_s3', 'beach_s3')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('buy-01_s3', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('buy-01_s3', 'home_s3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_s3', 'vacation-01_s3-o2')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('buy-01_s3', '_G7')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_s3', 'beach_s3-s0')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('buy-01_s3', 'home_s3-e2')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_s3', 'beach_s3-s1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('buy-01_s3', 'home_f4-s3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_s3', 'vacation-01_s3-s1')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('buy-01_s3', 'home_s3-l7')\n",
-      "{'relation': [':ARG1']}\n",
+      "('Max_s3-l1', 'beach_s3-l1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('buy-01_s3', 'home_p1-s3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('Max_l1-s4', 'beach_l1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
       "('vacation-01_s4', 'they_s4')\n",
       "{'relation': [':ARG0']}\n",
@@ -2806,11 +2802,8 @@
       "('vacation-01_s4', 'house_s4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s4', 'vacation-01_s4')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
-      "('home_s4', 'France_s4')\n",
-      "{'relation': [':location']}\n",
+      "('stay-01_s4', '_G11')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('stay-01_s4', 'often_s4')\n",
       "{'relation': [':frequency']}\n",
@@ -2818,29 +2811,38 @@
       "('stay-01_s4', 'home_s4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('stay-01_s4', '_G11')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('stay-01_s4', 'Max_s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('stay-01_s4', 'house_o0-s4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('stay-01_s4', 'house_s4')\n",
-      "{'relation': [':ARG3']}\n",
-      "----------\n",
       "('stay-01_s4', 'lot_s4')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
+      "('stay-01_s4', 'house_s4')\n",
+      "{'relation': [':ARG3']}\n",
+      "----------\n",
       "('stay-01_s4', 'France_s4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('Max_l1-s4', 'beach_l1')\n",
+      "('home_s4', 'France_s4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('spend-02_s4', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('home_s4', 'vacation-01_s4')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
+      "('crown_l2-s4', 'home_l2')\n",
+      "{'relation': [':domain']}\n",
+      "----------\n",
+      "('crown_l2-s4', 'next-to_l2')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('home_l2', 'vacation-01_l2')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
+      "('home_l2', '_G3')\n",
+      "{'relation': [':poss']}\n",
       "----------\n",
       "('spend-02_s4', '_G7')\n",
       "{'relation': [':ARG2']}\n",
@@ -2848,64 +2850,37 @@
       "('spend-02_s4', 'time_s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('spend-02_s4', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
       "('spend-02_s4', 'there_s4')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
       "('spend-02_s4', 'home_s4')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('like-01_l2', 'Max_l2-s4')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('like-01_l2', 'visit-01_l2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('possible-01_s4', 'spend-02_s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_l2', '_G3')\n",
-      "{'relation': [':poss']}\n",
-      "----------\n",
-      "('home_l2', 'vacation-01_l2')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
-      "('crown_l2-s4', 'home_l2')\n",
-      "{'relation': [':domain']}\n",
-      "----------\n",
-      "('crown_l2-s4', 'next-to_l2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
-      "('visit-01_l2', 'next-to_l2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('visit-01_l2', 'Max_l2-s4')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
       "('next-to_l2', 'France_l2')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
       "('time_s4', 'lot_s4')\n",
       "{'relation': [':quant']}\n",
       "----------\n",
-      "('love-01_s1', 'Max_s1')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('love-01_s1', '_G4')\n",
+      "('visit-01_l2', 'next-to_l2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('spend-02_s1', 'Max_s1')\n",
+      "('visit-01_l2', 'Max_l2-s4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('spend-02_s1', 'vacation-01_s1')\n",
+      "('like-01_l2', 'visit-01_l2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('spend-02_s1', '_G0')\n",
+      "('like-01_l2', 'Max_l2-s4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('spend-02_s1', 'vacation-01_s1-s2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('next-to_l3', '_G1')\n",
+      "('next-to_l3', '_G0')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
       "('vacation-01_s1', '_G10')\n",
@@ -2914,12 +2889,12 @@
       "('vacation-01_s1', 'Max_s1')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('vacation-01_s1', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
       "('vacation-01_s1', 'often_s1')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
+      "('vacation-01_s1', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
       "('vacation-01_s1', 'France_s1')\n",
       "{'relation': [':ARG1', ':location']}\n",
       "********************\n",
@@ -2927,19 +2902,34 @@
       "('vacation-01_s1', 'throne_s1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('crown_s1-l3', 'next-to_l3')\n",
-      "{'relation': [':location']}\n",
+      "('love-01_s1', 'Max_s1')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('be-located-at-91_l4', 'often_l4')\n",
-      "{'relation': [':frequency']}\n",
+      "('love-01_s1', '_G4')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('be-located-at-91_l4', 'beach_l4-s2')\n",
-      "{'relation': [':ARG2']}\n",
+      "('spend-02_s1', 'vacation-01_s1')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('be-located-at-91_l4', '_G2')\n",
+      "('spend-02_s1', 'Max_s1')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('spend-02_s1', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('spend-02_s1', 'vacation-01_s2-s1')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('crown_s1-l3', 'next-to_l3')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('love-01_l4', 'beach_s2-l4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s2', 'beach_l4-s2')\n",
+      "('love-01_l4', 'Max_s2-l4')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('home_s2', 'beach_s2-l4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
       "('home_s2', 'vacation-01_s2')\n",
@@ -2951,17 +2941,20 @@
       "('home_s2', 'beach_s2-s0')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s2', 'vacation-01_s1-s2')\n",
+      "('home_s2', 'beach_s2-s1')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('home_s2', 'vacation-01_s2-s1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_s2', 'beach_s1-s2')\n",
-      "{'relation': [':location']}\n",
+      "('be-located-at-91_l4', 'often_l4')\n",
+      "{'relation': [':frequency']}\n",
       "----------\n",
-      "('love-01_l4', 'beach_l4-s2')\n",
-      "{'relation': [':ARG1']}\n",
+      "('be-located-at-91_l4', 'beach_s2-l4')\n",
+      "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('love-01_l4', 'Max_l4-s2')\n",
-      "{'relation': [':ARG0']}\n",
+      "('be-located-at-91_l4', '_G2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('cause-01_l4', 'love-01_l4')\n",
       "{'relation': [':ARG0']}\n",
@@ -2969,24 +2962,24 @@
       "('cause-01_l4', 'be-located-at-91_l4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('rate-entity-91_l5', 'holiday_l5')\n",
-      "{'relation': [':ARG4']}\n",
-      "----------\n",
-      "('be-located-at-91_l5', 'rate-entity-91_l5')\n",
-      "{'relation': [':frequency']}\n",
+      "('be-located-at-91_l5', '_G5')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('be-located-at-91_l5', 'beach_l5-s3')\n",
+      "('be-located-at-91_l5', 'beach_s3-l5')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('be-located-at-91_l5', '_G5')\n",
-      "{'relation': [':ARG1']}\n",
+      "('be-located-at-91_l5', 'rate-entity-91_l5')\n",
+      "{'relation': [':frequency']}\n",
       "----------\n",
-      "('get-01_l5', 'Max_l5-s3')\n",
+      "('get-01_l5', 'Max_s3-l5')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('get-01_l5', 'holiday_l5')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('rate-entity-91_l5', 'holiday_l5')\n",
+      "{'relation': [':ARG4']}\n",
+      "----------\n",
       "('possess-01_p0', '_G2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
@@ -2999,6 +2992,9 @@
       "('money_p0', 'load_p0')\n",
       "{'relation': [':quant']}\n",
       "----------\n",
+      "('home_p1', 'beach_p1')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
       "('possess-01_p1', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
@@ -3011,29 +3007,14 @@
       "('possess-01_p1', 'crown_p1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_p1', 'beach_p1')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
-      "('ordinal-entity_p1-s4', '2_p1-s4')\n",
-      "{'relation': [':value']}\n",
-      "----------\n",
-      "('mean-01_p1', 'home_p1-s4')\n",
-      "{'relation': [':ARG2']}\n",
-      "----------\n",
-      "('mean-01_p1', 'crown_p1-s4')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('home_p1-s4', 'vacation-01_p1-s4')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
-      "('go-02_s4', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('go-02_s4', 'lot_s4')\n",
+      "{'relation': [':frequency']}\n",
       "----------\n",
       "('go-02_s4', 'house_p1-s4')\n",
       "{'relation': [':ARG4']}\n",
       "----------\n",
-      "('go-02_s4', 'lot_s4')\n",
-      "{'relation': [':frequency']}\n",
+      "('go-02_s4', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('go-02_s4', 'often_s4')\n",
       "{'relation': [':frequency']}\n",
@@ -3047,8 +3028,14 @@
       "('go-02_s4', 'next-to_s4')\n",
       "{'relation': [':ARG4']}\n",
       "----------\n",
-      "('house_p1-s4', 'ordinal-entity_p1-s4')\n",
-      "{'relation': [':ord']}\n",
+      "('mean-01_p1', 'home_p1-s4')\n",
+      "{'relation': [':ARG2']}\n",
+      "----------\n",
+      "('mean-01_p1', 'crown_p1-s4')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('home_p1-s4', 'vacation-01_p1-s4')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
       "('vacation-01_p1-s4', 'home_p1-s4')\n",
       "{'relation': [':location']}\n",
@@ -3056,70 +3043,82 @@
       "('vacation-01_p1-s4', 'they_s4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('possess-01_p2', '-_p2')\n",
-      "{'relation': [':polarity']}\n",
+      "('ordinal-entity_p1-s4', '2_p1-s4')\n",
+      "{'relation': [':value']}\n",
+      "----------\n",
+      "('house_p1-s4', 'ordinal-entity_p1-s4')\n",
+      "{'relation': [':ord']}\n",
+      "----------\n",
+      "('near-02_p2', '_G0')\n",
+      "{'relation': [':ARG2']}\n",
+      "----------\n",
+      "('near-02_p2', 'home_s2-p2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('possess-01_p2', 'home_s2-p2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('possess-01_p2', '-_p2')\n",
+      "{'relation': [':polarity']}\n",
+      "----------\n",
       "('possess-01_p2', '_G2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('home_s2-p2', 'beach_s2-p2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
       "('home_s2-p2', 'vacation-01_s2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('near-02_p2', 'home_s2-p2')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_s2-p2', 'beach_s2-p2')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('near-02_p2', '_G1')\n",
-      "{'relation': [':ARG2']}\n",
+      "('house_o0-s4', 'ocean_o0')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
       "('house_o0-s4', 'beach_s4')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('house_o0-s4', 'ocean_o0')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
       "('roll-01_o1', 'money_o1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('roll-01_o1', '_G2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('go-02_o2', 'and_o2')\n",
+      "('want-01_o2', '_G2')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('want-01_o2', 'go-02_o2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('go-02_o2', 'vacation-01_o2-s3')\n",
+      "('go-02_o2', 'Max_s3-o2')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('go-02_o2', 'vacation-01_s3-o2')\n",
       "{'relation': [':time']}\n",
       "----------\n",
-      "('go-02_o2', 'Max_o2-s3')\n",
-      "{'relation': [':ARG0']}\n",
+      "('go-02_o2', 'and_o2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('and_o2', 'surf-01_o2')\n",
-      "{'relation': [':op1']}\n",
+      "('vacation-01_s3-o2', 'Max_s3-o2')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('and_o2', 'swim-01_o2')\n",
       "{'relation': [':op2']}\n",
       "----------\n",
-      "('vacation-01_o2-s3', 'Max_o2-s3')\n",
-      "{'relation': [':ARG0']}\n",
+      "('and_o2', 'surf-01_o2')\n",
+      "{'relation': [':op1']}\n",
       "----------\n",
-      "('swim-01_o2', 'Max_o2-s3')\n",
+      "('swim-01_o2', 'Max_s3-o2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('want-01_o2', '_G2')\n",
+      "('surf-01_o2', 'Max_s3-o2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('want-01_o2', 'go-02_o2')\n",
+      "('feel-01_f2', 'happy-01_f2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('surf-01_o2', 'Max_o2-s3')\n",
+      "('feel-01_f2', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('happy-01_f2', 'Max_s0-f2')\n",
+      "('happy-01_f2', 'Max_f2-s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('happy-01_f2', 'Max_s1-f2')\n",
@@ -3134,79 +3133,73 @@
       "('happy-01_f2', 'Max_f2-s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('feel-01_f2', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('feel-01_f2', 'happy-01_f2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('next-to_p1', '_G1')\n",
+      "('next-to_p1', '_G0')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
       "('crown_p1', 'next-to_p1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('near-02_o5', '_G1')\n",
-      "{'relation': [':ARG2']}\n",
+      "('want-01_o5', '_G1')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('near-02_o5', 'live-01_o5')\n",
+      "('want-01_o5', 'live-01_o5')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('live-01_o5', 'Max_o5-s0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('want-01_o5', '_G0')\n",
+      "('near-02_o5', 'live-01_o5')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('near-02_o5', '_G0')\n",
+      "{'relation': [':ARG2']}\n",
+      "----------\n",
+      "('like-01_s0', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('want-01_o5', 'live-01_o5')\n",
+      "('like-01_s0', 'ocean_s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('throne_s1', 'next-to_s1')\n",
-      "{'relation': [':location']}\n",
+      "('like-01_s0', 'and_s0')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('next-to_s1', '_G1')\n",
-      "{'relation': [':op1']}\n",
+      "('like-01_s0', 'beach_s0')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('go-02_s1', 'beach_s1')\n",
-      "{'relation': [':ARG4']}\n",
+      "('like-01_s0', 'visit-01_s0')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('go-02_s1', 'often_s1')\n",
+      "{'relation': [':frequency']}\n",
       "----------\n",
       "('go-02_s1', '_G8')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('go-02_s1', 'often_s1')\n",
-      "{'relation': [':frequency']}\n",
+      "('go-02_s1', 'beach_s1')\n",
+      "{'relation': [':ARG4']}\n",
       "----------\n",
       "('go-02_s1', '_G9')\n",
       "{'relation': [':ARG4']}\n",
       "----------\n",
-      "('like-01_s0', 'ocean_s0')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('like-01_s0', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('like-01_s0', 'and_s0')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('like-01_s0', 'visit-01_s0')\n",
-      "{'relation': [':ARG1']}\n",
+      "('throne_s1', 'next-to_s1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('like-01_s0', 'beach_s0')\n",
-      "{'relation': [':ARG1']}\n",
+      "('next-to_s1', '_G0')\n",
+      "{'relation': [':op1']}\n",
       "----------\n",
       "('house_s2', 'beach_s2-s0')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('and_s0', 'beach_s2-s0')\n",
-      "{'relation': [':op2']}\n",
-      "----------\n",
       "('and_s0', 'ocean_s0')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
-      "('and_s0', 'beach_s0-s3')\n",
+      "('and_s0', 'beach_s2-s0')\n",
       "{'relation': [':op2']}\n",
       "----------\n",
-      "('near-02_s2', '_G1')\n",
+      "('and_s0', 'beach_s3-s0')\n",
+      "{'relation': [':op2']}\n",
+      "----------\n",
+      "('near-02_s2', '_G0')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
       "('near-02_s2', 'home_s2')\n",
@@ -3224,40 +3217,40 @@
       "('visit-01_s0', 'Max_s0-s4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('be-located-at-91_l1', '_G8')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('be-located-at-91_l1', '_G9')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', 'beach_s1-s2')\n",
+      "('be-located-at-91_l1', '_G8')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('vacation-01_s2-s1', 'Crown_s1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', 'lot_s1')\n",
-      "{'relation': [':frequency']}\n",
+      "('vacation-01_s2-s1', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', 'France_s1-s2')\n",
+      "('vacation-01_s2-s1', 'beach_s2-s1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', 'often_s1')\n",
+      "('vacation-01_s2-s1', 'lot_s1')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', 'Crown_s1')\n",
-      "{'relation': [':location']}\n",
+      "('vacation-01_s2-s1', 'often_s1')\n",
+      "{'relation': [':frequency']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', '_G10')\n",
+      "('vacation-01_s2-s1', '_G10')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('vacation-01_s1-s3', 'often_s1')\n",
+      "('vacation-01_s2-s1', 'France_s2-s1')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('vacation-01_s3-s1', 'often_s1')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
-      "('vacation-01_s1-s3', '_G10')\n",
+      "('vacation-01_s3-s1', '_G10')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('vacation-01_s1-s3', '_G0')\n",
+      "('vacation-01_s3-s1', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('crown_s2-e1', 'Max_s2-e1')\n",
@@ -3266,56 +3259,56 @@
       "('crown_s2-e1', 'France_e1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_e4-s2', 'vacation-01_e4-s2')\n",
+      "('home_s2-e4', 'beach_s2')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('home_s2-e4', 'vacation-01_s2-e4')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_e4-s2', 'Max_e4-s2')\n",
+      "('home_s2-e4', 'Max_s2-e4')\n",
       "{'relation': [':poss']}\n",
       "----------\n",
-      "('home_e4-s2', 'beach_s2')\n",
-      "{'relation': [':location']}\n",
+      "('new-01_e4', 'home_s2-e4')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('time_e4', 'lot_e4')\n",
+      "{'relation': [':quant']}\n",
       "----------\n",
       "('spend-02_e4', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('spend-02_e4', 'home_e4-s2')\n",
+      "('spend-02_e4', 'home_s2-e4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
       "('spend-02_e4', 'time_e4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('new-01_e4', 'home_e4-s2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('time_e4', 'lot_e4')\n",
-      "{'relation': [':quant']}\n",
+      "('feel-01_f3', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('feel-01_f3', 'happy-01_f3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('feel-01_f3', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('home_f3-s2', 'vacation-01_s2')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('happy-01_f3', 'move-01_f3')\n",
-      "{'relation': [':ARG0']}\n",
+      "('home_f3-s2', 'beachside_f3')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('happy-01_f3', 'Max_s2-f3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_f3-s2', 'beach_s2')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('move-01_f3', 'home_s2-f3')\n",
+      "('move-01_f3', 'home_f3-s2')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('move-01_f3', 'Max_s2-f3')\n",
+      "('move-01_f3', 'Max_f3-s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s2-f3', 'beach_s2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
-      "('home_s2-f3', 'beachside_f3')\n",
-      "{'relation': [':location']}\n",
+      "('happy-01_f3', 'Max_f3-s2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s2-f3', 'vacation-01_s2')\n",
-      "{'relation': [':mod']}\n",
+      "('happy-01_f3', 'move-01_f3')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('home_s2-l6', 'beach_s2')\n",
       "{'relation': [':location']}\n",
@@ -3329,100 +3322,100 @@
       "('new-01_l6', 'home_s2-l6')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('be-located-at-91_l6', '_G0')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('be-located-at-91_l6', 'France_l6')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
+      "('be-located-at-91_l6', '_G0')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
       "('be-located-at-91_l6', 'home_s2-l6')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
       "('be-located-at-91_l6', 'Italy_l6')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
+      "('home_s2-p1', 'vacation-01_s2-p1')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
       "('home_s2-p1', 'beach_s2-p1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s2-p1', 'vacation-01_s2-p1')\n",
-      "{'relation': [':mod']}\n",
+      "('spend-02_o4', 'home_s2-o4')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('home_o4-s2', 'vacation-01_s2')\n",
-      "{'relation': [':mod']}\n",
+      "('spend-02_o4', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('home_o4-s2', 'Max_o4-s2')\n",
-      "{'relation': [':poss']}\n",
+      "('spend-02_o4', 'time_o4')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('home_s2-o4', 'vacation-01_s2')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_o4-s2', 'beach_s2')\n",
+      "('home_s2-o4', 'beach_s2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('include-91_o4', 'most_o4')\n",
-      "{'relation': [':ARG3']}\n",
+      "('home_s2-o4', 'Max_s2-o4')\n",
+      "{'relation': [':poss']}\n",
+      "----------\n",
+      "('time_o4', 'Max_s2-o4')\n",
+      "{'relation': [':poss']}\n",
       "----------\n",
       "('include-91_o4', 'time_o4')\n",
       "{'relation': [':ARG2', ':ARG1']}\n",
       "********************\n",
       "----------\n",
-      "('time_o4', 'Max_o4-s2')\n",
-      "{'relation': [':poss']}\n",
+      "('include-91_o4', 'most_o4')\n",
+      "{'relation': [':ARG3']}\n",
       "----------\n",
-      "('spend-02_o4', 'time_o4')\n",
+      "('new-01_o4', 'home_s2-o4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('spend-02_o4', 'home_o4-s2')\n",
-      "{'relation': [':location']}\n",
+      "('get-01_s2', 'crown_s3-s2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('spend-02_o4', '_G0')\n",
+      "('get-01_s2', 'Max_s3-s2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('new-01_o4', 'home_o4-s2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('get-01_s2', 'crown_s2-s3')\n",
+      "('crown_s3-s2', 'Max_s3-s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('get-01_s2', 'Max_s2-s3')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('crown_s2-s3', 'France_s3')\n",
+      "('crown_s3-s2', 'France_s3')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('crown_s2-s3', 'Max_s2-s3')\n",
+      "('crown_s3-s2', 'vacation-01_s2')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
+      "('right-06_s3', 'crown_s3-s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('crown_s2-s3', 'vacation-01_s2')\n",
-      "{'relation': [':mod']}\n",
+      "('right-06_s3', 'crown-01_s3')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('want-01_s2', 'home_s2-s3')\n",
+      "('want-01_s2', 'home_s3-s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('want-01_s2', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('home_s2-s3', 'beach_s3')\n",
+      "('home_s3-s2', 'beach_s3')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('right-06_s3', 'crown_s2-s3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('vacation-01_s2-s4', 'they_s4')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('right-06_s3', 'crown-01_s3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('vacation-01_s2-s4', 'home_s2-s4')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
       "('home_s2-s4', 'vacation-01_s2-s4')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('vacation-01_s2-s4', 'home_s2-s4')\n",
+      "('spend-02_e2', 'home_s3-e2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('vacation-01_s2-s4', 'they_s4')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
       "('spend-02_e2', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('spend-02_e2', 'home_s3-e2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
       "('spend-02_e2', 'time_e2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
@@ -3438,160 +3431,160 @@
       "('crown-01_s3', '_G7')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('and_f4', 'happy-01_f4')\n",
-      "{'relation': [':op2']}\n",
+      "('home_s3-f4', 'beach_s3')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('and_f4', 'relax-01_f4')\n",
-      "{'relation': [':op1']}\n",
+      "('home_s3-f4', 'vacation-01_s3-f4')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('happy-01_f4', 'Max_f4-s3')\n",
+      "('happy-01_f4', 'Max_s3-f4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('relax-01_f4', 'Max_f4-s3')\n",
+      "('feel-01_f4', 'and_f4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_f4-s3', 'vacation-01_f4-s3')\n",
-      "{'relation': [':mod']}\n",
+      "('feel-01_f4', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('home_f4-s3', 'beach_s3')\n",
+      "('feel-01_f4', 'home_s3-f4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('vacation-01_f4-s3', 'Max_f4-s3')\n",
-      "{'relation': [':ARG0']}\n",
+      "('and_f4', 'relax-01_f4')\n",
+      "{'relation': [':op1']}\n",
       "----------\n",
-      "('vacation-01_f4-s3', 'home_f4-s3')\n",
-      "{'relation': [':location']}\n",
+      "('and_f4', 'happy-01_f4')\n",
+      "{'relation': [':op2']}\n",
       "----------\n",
-      "('feel-01_f4', 'home_f4-s3')\n",
+      "('vacation-01_s3-f4', 'Max_s3-f4')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('vacation-01_s3-f4', 'home_s3-f4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('feel-01_f4', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('relax-01_f4', 'Max_s3-f4')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('feel-01_f4', 'and_f4')\n",
+      "('possible-01_l7', 'get-05_l7')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('have-degree-91_l7', 'often_l7')\n",
+      "('get-05_l7', 'away_l7')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('have-degree-91_l7', 'be-located-at-91_l7')\n",
+      "('get-05_l7', 'Max_l7-s3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('have-degree-91_l7', 'equal_l7')\n",
-      "{'relation': [':ARG3']}\n",
-      "----------\n",
-      "('have-degree-91_l7', 'possible-01_l7')\n",
-      "{'relation': [':ARG4']}\n",
+      "('be-located-at-91_l7', 'home_l7-s3')\n",
+      "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('possible-01_l7', 'get-05_l7')\n",
+      "('be-located-at-91_l7', '_G0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('get-05_l7', 'Max_s3-l7')\n",
-      "{'relation': [':ARG1']}\n",
+      "('be-located-at-91_l7', 'often_l7')\n",
+      "{'relation': [':frequency']}\n",
       "----------\n",
-      "('get-05_l7', 'away_l7')\n",
-      "{'relation': [':ARG2']}\n",
+      "('home_l7-s3', 'vacation-01_l7-s3')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_s3-l7', 'beach_s3')\n",
+      "('home_l7-s3', 'beach_s3')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s3-l7', 'Max_s3-l7')\n",
+      "('home_l7-s3', 'Max_l7-s3')\n",
       "{'relation': [':poss']}\n",
       "----------\n",
-      "('home_s3-l7', 'vacation-01_s3-l7')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
-      "('be-located-at-91_l7', 'often_l7')\n",
-      "{'relation': [':frequency']}\n",
+      "('have-degree-91_l7', 'equal_l7')\n",
+      "{'relation': [':ARG3']}\n",
       "----------\n",
-      "('be-located-at-91_l7', 'home_s3-l7')\n",
-      "{'relation': [':ARG2']}\n",
+      "('have-degree-91_l7', 'possible-01_l7')\n",
+      "{'relation': [':ARG4']}\n",
       "----------\n",
-      "('be-located-at-91_l7', '_G0')\n",
+      "('have-degree-91_l7', 'be-located-at-91_l7')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('have-degree-91_l7', 'often_l7')\n",
+      "{'relation': [':ARG2']}\n",
+      "----------\n",
       "('away_l7', 'work-01_l7')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
-      "('work-01_l7', 'Max_s3-l7')\n",
+      "('work-01_l7', 'Max_l7-s3')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('home_p1-s3', 'beach_p1-s3')\n",
+      "('home_s3-p1', 'beach_s3-p1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_p1-s3', 'vacation-01_p1-s3')\n",
+      "('home_s3-p1', 'vacation-01_s3-p1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
       "('live-01_o6', 'there_o6')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('live-01_o6', 'retire-01_o6')\n",
-      "{'relation': [':time']}\n",
-      "----------\n",
       "('live-01_o6', 'permanent_o6')\n",
       "{'relation': [':duration']}\n",
       "----------\n",
       "('live-01_o6', 'Max_o6-s3')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
+      "('live-01_o6', 'retire-01_o6')\n",
+      "{'relation': [':time']}\n",
+      "----------\n",
       "('retire-01_o6', 'Max_o6-s3')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
+      "('look-01_o6', 'live-01_o6')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
       "('look-01_o6', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('look-01_o6', 'live-01_o6')\n",
+      "('sell-01_e3', '-_e3')\n",
+      "{'relation': [':polarity']}\n",
+      "----------\n",
+      "('sell-01_e3', 'home_e3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_e3', 'vacation-01_e3')\n",
-      "{'relation': [':mod']}\n",
+      "('sell-01_e3', 'ever_e3')\n",
+      "{'relation': [':time']}\n",
       "----------\n",
-      "('vacation-01_e3', 'they_e3')\n",
+      "('sell-01_e3', '_G11')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('sell-01_e3', '_G11')\n",
+      "('vacation-01_e3', 'they_e3')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('sell-01_e3', 'ever_e3')\n",
-      "{'relation': [':time']}\n",
+      "('home_e3', 'vacation-01_e3')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('sell-01_e3', 'home_e3')\n",
+      "('feel-01_f1', 'calm-03_f1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('sell-01_e3', '-_e3')\n",
-      "{'relation': [':polarity']}\n",
-      "----------\n",
       "('feel-01_f1', '_G11')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('feel-01_f1', 'calm-03_f1')\n",
+      "('calm-03_f1', 'Max_f1-s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('calm-03_f1', 'Max_f1-s4')\n",
+      "('visit-01_s4', 'France_s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('visit-01_s4', 'Max_f2-s4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('visit-01_s4', 'France_s4')\n",
+      "('like-01_s4', 'visit-01_s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('like-01_s4', 'Max_f2-s4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('like-01_s4', 'visit-01_s4')\n",
-      "{'relation': [':ARG1']}\n",
+      "('next-to_s4', 'France_s4')\n",
+      "{'relation': [':op1']}\n",
       "----------\n",
-      "('possess-01_p3', '_G0')\n",
+      "('vacation-01_p3', 'Max_s4-p3')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('possess-01_p3', 'vacation-01_p3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('next-to_s4', 'France_s4')\n",
-      "{'relation': [':op1']}\n",
-      "----------\n",
-      "('vacation-01_p3', 'Max_p3-s4')\n",
+      "('possess-01_p3', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('have-03_o3', 'serenity_o3')\n",
@@ -3623,7 +3616,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -3633,246 +3626,244 @@
       "SPECIFIC GRAPH INFO\n",
       "====================\n",
       "\n",
-      "NUMBER OF NODES:  205\n",
-      "NUMBER OF EDGES:  276 \n",
+      "NUMBER OF NODES:  204\n",
+      "NUMBER OF EDGES:  278 \n",
       "\n",
       "_G0\n",
-      "['be-located-at-91', 'house', 'Tom', 'want-01', 'get-01', 'beach', 'home', 'right', 'vacation-01', 'ocean', 'love-01', 'buy-01', 'and', 'there']\n",
-      "['l5', 'f2', 'p3', 'f0', 'l4', 'l3', 's2', 'e2', 's0', 's3', 'f3', 'o6', 'l1', 's4', 'l2', 'p2', 's1', 'o1', 'e4', 'p1', 'o4', 'e0', 'l7', 'o5', 'e1', 'o3', 'o0', 'f1', 'f4', 'p0', 'e3', 'o2', 'l6']\n",
+      "['there', 'beach', 'house', 'get-01', 'want-01', 'vacation-01', 'home', 'be-located-at-91', 'ocean', 'love-01', 'and', 'Tom', 'buy-01', 'right']\n",
+      "['e0', 'f4', 'e4', 'o1', 'l6', 'l4', 'o2', 's4', 'o6', 'o4', 'p3', 'l5', 'e2', 'p2', 'f3', 's2', 'f2', 'l2', 'l1', 's0', 's1', 'p0', 'p1', 'e1', 'f1', 'l7', 'o3', 'f0', 'l3', 's3', 'o5', 'e3', 'o0']\n",
       "----------\n",
       "_G1\n",
-      "['be-located-at-91', 'Tom', 'want-01', 'get-01', 'beach', 'home', 'vacation-01', 'buy-01']\n",
-      "['l5', 'f2', 'f0', 'l4', 's2', 'e2', 's3', 'f3', 'o6', 'l1', 's4', 'p2', 'l6', 'o1', 's1', 'o4', 'p1', 'e4', 'l7', 'e1', 'f4', 'p0', 'o2', 's0']\n",
+      "['beach', 'get-01', 'want-01', 'home', 'be-located-at-91', 'vacation-01', 'Tom', 'buy-01']\n",
+      "['f4', 'e4', 'o1', 'l4', 'l6', 'o2', 's4', 'o6', 'o4', 'l5', 'e2', 'p2', 'f3', 's2', 'f2', 'l1', 's0', 's1', 'p0', 'p1', 'e1', 'l7', 'f0', 'l3', 's3']\n",
       "----------\n",
       "_G2\n",
-      "['Tom', 'want-01', 'beach', 'home', 'buy-01']\n",
-      "['o6', 'l5', 's2', 'l1', 's4', 'f4', 's1', 'p0', 'p1', 'l3', 'e2', 'o2', 's0', 's3', 'l7']\n",
+      "['beach', 'home', 'want-01', 'Tom', 'buy-01']\n",
+      "['l7', 'f4', 's2', 'l1', 's0', 's3', 'l5', 's1', 'o2', 's4', 'p0', 'o6', 'p1', 'e2']\n",
       "----------\n",
       "_G3\n",
-      "['house', 'right', 'beach', 'home']\n",
-      "['s2', 'o0', 's4', 'l2', 'p1', 'e3', 's3']\n",
+      "['beach', 'buy-01', 'get-01', 'be-located-at-91']\n",
+      "['s2', 'l4', 'p1', 'p2']\n",
       "----------\n",
       "_G4\n",
       "['beach', 'Tom']\n",
-      "['s2', 'f2', 's1', 'p0', 'l3', 'p1', 's0', 's3']\n",
+      "['s2', 'f2', 'l3', 's0', 's1', 's3', 's4', 'p0', 'p1']\n",
       "----------\n",
       "_G5\n",
-      "['house', 'home']\n",
-      "['s2', 'e1', 's4', 'e4', 'p1', 'o4', 'l6', 's3', 'f3']\n",
+      "['home']\n",
+      "['f4', 's2', 's3', 'p1', 'e2']\n",
       "----------\n",
-      "_G6\n",
-      "['Tom', 'home']\n",
-      "['s2', 'f4', 'p1', 'e2', 's3']\n",
-      "----------\n",
-      "Tom_s0-e0\n",
+      "visit-01_e0-s0\n",
       "----------\n",
-      "ocean_s0-e0\n",
+      "Tom_e0-s0\n",
       "----------\n",
-      "visit-01_s0-e0\n",
+      "ocean_e0-s0\n",
       "----------\n",
-      "want-01_s2-f0\n",
+      "decide-01_s2\n",
       "----------\n",
-      "convenience_f0\n",
+      "buy-01_s2\n",
       "----------\n",
       "Tom_f0\n",
       "----------\n",
-      "buy-01_s2\n",
-      "----------\n",
       "home_s2\n",
       "----------\n",
-      "vacation-01_s2\n",
+      "want-01_s2-f0\n",
       "----------\n",
-      "decide-01_s2\n",
+      "convenience_f0\n",
+      "----------\n",
+      "vacation-01_s2\n",
       "----------\n",
       "love-01_s0\n",
       "----------\n",
-      "always_s0\n",
+      "ocean_s0\n",
       "----------\n",
       "Tom_f1\n",
       "----------\n",
-      "want-01_s0-f1\n",
-      "----------\n",
       "relax-01_f1\n",
       "----------\n",
-      "ocean_s0\n",
-      "----------\n",
-      "Tom_s0-l1\n",
+      "always_s0\n",
       "----------\n",
-      "ocean_s0-l1\n",
+      "want-01_f1-s0\n",
       "----------\n",
       "near-02_l1\n",
       "----------\n",
-      "be-located-at-91_s0-l1\n",
+      "ocean_l1-s0\n",
+      "----------\n",
+      "Tom_l1-s0\n",
       "----------\n",
-      "beach_l1-s3\n",
+      "be-located-at-91_l1-s0\n",
       "----------\n",
       "home_s3\n",
       "----------\n",
-      "Tom_l1-s3\n",
+      "beach_s3-l1\n",
       "----------\n",
-      "time_s4\n",
-      "----------\n",
-      "lot_s4\n",
+      "Tom_s3-l1\n",
       "----------\n",
       "be-located-at-91_l1-s4\n",
       "----------\n",
-      "spend-02_s4\n",
+      "beach_s4\n",
       "----------\n",
       "Tom_l1\n",
       "----------\n",
       "ocean_l1\n",
       "----------\n",
-      "beach_s4\n",
+      "spend-02_s4\n",
       "----------\n",
-      "beach_l2\n",
+      "time_s4\n",
+      "----------\n",
+      "lot_s4\n",
       "----------\n",
       "next-to_l2\n",
       "----------\n",
+      "beach_l2\n",
+      "----------\n",
       "house_l2-s4\n",
       "----------\n",
-      "next-to_l3\n",
+      "Tom_l2-s4\n",
       "----------\n",
-      "ocean_l3\n",
+      "vacation-01_s1\n",
       "----------\n",
       "spend-02_s1\n",
       "----------\n",
       "beach_s1-l3\n",
       "----------\n",
-      "vacation-01_s1\n",
+      "next-to_l3\n",
       "----------\n",
-      "be-located-at-91_l4-s2\n",
+      "ocean_l3\n",
       "----------\n",
-      "often_l4\n",
+      "be-located-at-91_s2-l4\n",
       "----------\n",
-      "beach_l4-s2\n",
+      "Tom_l4\n",
+      "----------\n",
+      "cause-01_l4\n",
       "----------\n",
       "love-01_l4\n",
       "----------\n",
-      "cause-01_l4\n",
+      "beach_s2-l4\n",
       "----------\n",
-      "Tom_l4\n",
+      "often_l4\n",
       "----------\n",
       "get-01_l5\n",
       "----------\n",
       "Tom_l5\n",
       "----------\n",
-      "be-located-at-91_l5-s3\n",
+      "holiday_l5\n",
       "----------\n",
-      "vacation-01_s3\n",
+      "be-located-at-91_s3-l5\n",
       "----------\n",
       "rate-entity-91_l5\n",
       "----------\n",
-      "holiday_l5\n",
+      "vacation-01_s3\n",
       "----------\n",
       "Tom_s1-p0\n",
       "----------\n",
       "often_s1\n",
       "----------\n",
-      "money_p0\n",
-      "----------\n",
-      "lot_p0\n",
-      "----------\n",
       "beach_s1\n",
       "----------\n",
       "possess-01_p0\n",
       "----------\n",
-      "buy-01_s3\n",
+      "money_p0\n",
       "----------\n",
-      "beach_s3\n",
+      "lot_p0\n",
+      "----------\n",
+      "buy-01_s3\n",
       "----------\n",
       "load_p0\n",
       "----------\n",
-      "possess-01_p1\n",
+      "beach_s3\n",
       "----------\n",
       "house_p1\n",
       "----------\n",
       "beach_p1\n",
       "----------\n",
+      "possess-01_p1\n",
+      "----------\n",
+      "vacation-01_p1-s4\n",
+      "----------\n",
       "Tom_p1-s4\n",
       "----------\n",
       "home_p1\n",
       "----------\n",
-      "vacation-01_p1-s4\n",
-      "----------\n",
       "house_p1-s4\n",
       "----------\n",
       "possess-01_p2\n",
       "----------\n",
+      "home_s2-p2\n",
+      "----------\n",
       "beach_s2-p2\n",
       "----------\n",
       "Tom_s2-p2\n",
       "----------\n",
-      "home_s2-p2\n",
-      "----------\n",
       "near-02_p2\n",
       "----------\n",
       "-_p2\n",
       "----------\n",
-      "beach_o0\n",
-      "----------\n",
       "house_o0-s4\n",
       "----------\n",
       "right_o0-s4\n",
       "----------\n",
-      "beach_s2\n",
+      "beach_o0\n",
       "----------\n",
       "roll-01_o1\n",
       "----------\n",
       "money_o1\n",
       "----------\n",
-      "surf-01_o2\n",
+      "beach_s2\n",
+      "----------\n",
+      "want-01_s3-o2\n",
+      "----------\n",
+      "go-02_o2\n",
       "----------\n",
       "Tom_o2\n",
       "----------\n",
       "swim-01_o2\n",
       "----------\n",
-      "go-02_o2\n",
+      "vacation-01_s3-o2\n",
       "----------\n",
       "and_o2\n",
       "----------\n",
-      "vacation-01_o2-s3\n",
+      "surf-01_o2\n",
       "----------\n",
-      "want-01_o2-s3\n",
+      "feel-01_f2\n",
       "----------\n",
       "happy-01_f2\n",
       "----------\n",
-      "Tom_s0-f2\n",
+      "Tom_f2-s0\n",
       "----------\n",
-      "feel-01_f2\n",
+      "love-01_l1-s0\n",
       "----------\n",
       "beach_l1\n",
       "----------\n",
-      "love-01_s0-l1\n",
-      "----------\n",
       "vacation-01_p1\n",
       "----------\n",
       "near-02_o5\n",
       "----------\n",
-      "ocean_o5-s0\n",
-      "----------\n",
-      "love-01_o5-s0\n",
-      "----------\n",
       "live-01_o5\n",
       "----------\n",
       "Tom_o5-s0\n",
       "----------\n",
+      "ocean_o5-s0\n",
+      "----------\n",
+      "love-01_o5-s0\n",
+      "----------\n",
       "like-01_s0\n",
       "----------\n",
       "Tom_s1-s0\n",
       "----------\n",
       "and_s0\n",
       "----------\n",
+      "love-01_s2-s0\n",
+      "----------\n",
+      "near-02_s2\n",
+      "----------\n",
       "ocean_s2-s0\n",
       "----------\n",
       "by_s2\n",
       "----------\n",
-      "love-01_s2-s0\n",
-      "----------\n",
       "beach_s2-s0\n",
       "----------\n",
-      "near-02_s2\n",
-      "----------\n",
-      "beach_s0-s3\n",
+      "beach_s3-s0\n",
       "----------\n",
       "Tom_s0-s4\n",
       "----------\n",
@@ -3886,87 +3877,87 @@
       "----------\n",
       "beach_s1-l1\n",
       "----------\n",
-      "vacation-01_s1-p1\n",
+      "vacation-01_p1-s1\n",
       "----------\n",
-      "vacation-01_s1-s2\n",
+      "vacation-01_s2-s1\n",
       "----------\n",
-      "beach_s1-s2\n",
+      "beach_s2-s1\n",
       "----------\n",
-      "vacation-01_s1-s3\n",
+      "vacation-01_s3-s1\n",
       "----------\n",
-      "beach_s1-s3\n",
+      "beach_s3-s1\n",
       "----------\n",
       "Tom_s2-e1\n",
       "----------\n",
       "home_s2-e1\n",
       "----------\n",
-      "vacation-01_s2-e1\n",
-      "----------\n",
       "beach_e1\n",
       "----------\n",
-      "home_e4-s2\n",
-      "----------\n",
-      "Tom_e4-s2\n",
+      "vacation-01_s2-e1\n",
       "----------\n",
       "time_e4\n",
       "----------\n",
       "lot_e4\n",
       "----------\n",
+      "home_s2-e4\n",
+      "----------\n",
+      "Tom_s2-e4\n",
+      "----------\n",
       "new-01_e4\n",
       "----------\n",
       "Tom_s2-f2\n",
       "----------\n",
       "feel-01_f3\n",
       "----------\n",
-      "happy-01_f3\n",
+      "home_f3-s2\n",
+      "----------\n",
+      "beachside_f3\n",
       "----------\n",
       "move-01_f3\n",
       "----------\n",
-      "home_s2-f3\n",
+      "Tom_f3-s2\n",
       "----------\n",
-      "beachside_f3\n",
+      "happy-01_f3\n",
       "----------\n",
-      "Tom_s2-f3\n",
+      "home_s2-l6\n",
       "----------\n",
       "Tom_s2-l6\n",
       "----------\n",
-      "home_s2-l6\n",
-      "----------\n",
       "new-01_l6\n",
       "----------\n",
       "home_s2-p1\n",
       "----------\n",
       "vacation-01_s2-p1\n",
       "----------\n",
-      "home_o4-s2\n",
+      "home_s2-o4\n",
       "----------\n",
       "time_o4\n",
       "----------\n",
       "include-91_o4\n",
       "----------\n",
-      "most_o4\n",
+      "Tom_s2-o4\n",
       "----------\n",
-      "Tom_o4-s2\n",
+      "most_o4\n",
       "----------\n",
       "new-01_o4\n",
       "----------\n",
       "get-01_s2\n",
       "----------\n",
-      "right_s3\n",
-      "----------\n",
-      "home_s2-s3\n",
+      "home_s3-s2\n",
       "----------\n",
-      "Tom_s2-s3\n",
+      "want-01_s3-s2\n",
       "----------\n",
-      "want-01_s2-s3\n",
+      "Tom_s3-s2\n",
       "----------\n",
-      "Tom_s2-s4\n",
+      "right_s3\n",
       "----------\n",
-      "house_s2-s4\n",
+      "home_s2-s4\n",
       "----------\n",
       "vacation-01_s2-s4\n",
       "----------\n",
-      "home_s2-s4\n",
+      "house_s2-s4\n",
+      "----------\n",
+      "Tom_s2-s4\n",
       "----------\n",
       "spend-02_e2\n",
       "----------\n",
@@ -3976,66 +3967,64 @@
       "----------\n",
       "Tom_s3\n",
       "----------\n",
-      "home_f4-s3\n",
-      "----------\n",
-      "Tom_f4-s3\n",
-      "----------\n",
       "and_f4\n",
       "----------\n",
-      "relax-01_f4\n",
-      "----------\n",
       "feel-01_f4\n",
       "----------\n",
-      "have-degree-91_l7\n",
+      "home_s3-f4\n",
       "----------\n",
-      "often_l7\n",
+      "Tom_s3-f4\n",
+      "----------\n",
+      "relax-01_f4\n",
       "----------\n",
       "possible-01_l7\n",
       "----------\n",
       "get-away-05_l7\n",
       "----------\n",
-      "vacation-01_s3-l7\n",
+      "Tom_l7-s3\n",
       "----------\n",
-      "Tom_s3-l7\n",
+      "have-degree-91_l7\n",
       "----------\n",
       "equal_l7\n",
       "----------\n",
-      "buy-01_p1-s3\n",
+      "often_l7\n",
       "----------\n",
-      "home_p1-s3\n",
+      "vacation-01_l7-s3\n",
       "----------\n",
-      "vacation-01_p1-s3\n",
+      "home_s3-p1\n",
       "----------\n",
-      "live-01_o6\n",
+      "vacation-01_s3-p1\n",
       "----------\n",
-      "look-01_o6\n",
+      "live-01_o6\n",
       "----------\n",
-      "retire-01_o6\n",
+      "permanent_o6\n",
       "----------\n",
       "Tom_o6-s3\n",
       "----------\n",
-      "permanent_o6\n",
+      "look-01_o6\n",
       "----------\n",
-      "get-01_s3-s4\n",
+      "retire-01_o6\n",
       "----------\n",
-      "there_s4\n",
+      "get-01_s3-s4\n",
       "----------\n",
       "beach_s3-s4\n",
       "----------\n",
+      "there_s4\n",
+      "----------\n",
       "sell-01_e3\n",
       "----------\n",
+      "-_e3\n",
+      "----------\n",
       "ever_e3\n",
       "----------\n",
       "house_e3-s4\n",
       "----------\n",
       "Tom_e3-s4\n",
       "----------\n",
-      "-_e3\n",
+      "feel-01_f1\n",
       "----------\n",
       "house_s4\n",
       "----------\n",
-      "feel-01_f1\n",
-      "----------\n",
       "Tom_f1-s4\n",
       "----------\n",
       "Tom_f2-s4\n",
@@ -4046,20 +4035,20 @@
       "----------\n",
       "vacation-01_s4\n",
       "----------\n",
+      "home_s4\n",
+      "----------\n",
+      "Tom_s4-p3\n",
+      "----------\n",
       "possess-01_p3\n",
       "----------\n",
       "getaway_p3\n",
       "----------\n",
       "weekend_p3\n",
       "----------\n",
-      "home_s4\n",
-      "----------\n",
-      "Tom_p3-s4\n",
+      "clear-06_o3\n",
       "----------\n",
       "mind_o3\n",
       "----------\n",
-      "clear-06_o3\n",
-      "----------\n",
       "('_G0', 'Tom_f1')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
@@ -4077,8 +4066,7 @@
       "{'relation': [':location']}\n",
       "----------\n",
       "('_G0', 'beach_s1')\n",
-      "{'relation': [':ARG1', ':location']}\n",
-      "********************\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('_G0', 'Tom_s1')\n",
       "{'relation': [':ARG0']}\n",
@@ -4105,63 +4093,69 @@
       "('_G1', 'Tom_o2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('Tom_s0-e0', 'ocean_s0-e0')\n",
-      "{'relation': [':ARG1']}\n",
+      "('_G1', 'beach_s1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('Tom_s0-e0', 'visit-01_s0-e0')\n",
+      "('visit-01_e0-s0', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('visit-01_s0-e0', '_G0')\n",
+      "('visit-01_e0-s0', 'ocean_e0-s0')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('Tom_e0-s0', 'visit-01_e0-s0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('visit-01_s0-e0', 'ocean_s0-e0')\n",
+      "('Tom_e0-s0', 'ocean_e0-s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('want-01_s2-f0', 'convenience_f0')\n",
+      "('decide-01_s2', 'buy-01_s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('buy-01_s2', 'home_s2')\n",
+      "('decide-01_s2', '_G0')\n",
+      "{'relation': [':ARG0', ':ARG1']}\n",
+      "********************\n",
+      "----------\n",
+      "('decide-01_s2', 'get-01_s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('buy-01_s2', '_G0')\n",
       "{'relation': [':ARG0', ':ARG1']}\n",
       "********************\n",
       "----------\n",
+      "('buy-01_s2', 'home_s2')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
       "('home_s2', 'vacation-01_s2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_s2', 'beach_l4-s2')\n",
+      "('home_s2', 'beach_s2-l4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
       "('home_s2', 'beach_s2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
+      "('home_s2', 'by_s2')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
       "('home_s2', 'beach_s2-s0')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s2', 'by_s2')\n",
+      "('home_s2', 'beach_s2-s1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s2', 'vacation-01_s1-s2')\n",
+      "('home_s2', 'vacation-01_s2-s1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_s2', 'beach_s1-s2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
-      "('vacation-01_s2', 'Tom_s2-s3')\n",
-      "{'relation': [':ARG0']}\n",
+      "('want-01_s2-f0', 'convenience_f0')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('vacation-01_s2', 'home_s2-s3')\n",
+      "('vacation-01_s2', 'home_s3-s2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('decide-01_s2', '_G0')\n",
-      "{'relation': [':ARG0', ':ARG1']}\n",
-      "********************\n",
-      "----------\n",
-      "('decide-01_s2', 'buy-01_s2')\n",
-      "{'relation': [':ARG1']}\n",
+      "('vacation-01_s2', 'Tom_s3-s2')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('decide-01_s2', 'get-01_s2')\n",
+      "('love-01_s0', 'ocean_s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('love-01_s0', 'always_s0')\n",
@@ -4170,43 +4164,33 @@
       "('love-01_s0', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('love-01_s0', 'ocean_s0')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('want-01_s0-f1', 'relax-01_f1')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('relax-01_f1', 'Tom_f1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('relax-01_f1', 'Tom_f1-s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('Tom_s0-l1', 'ocean_s0-l1')\n",
-      "{'relation': [':location', ':ARG1']}\n",
-      "********************\n",
-      "----------\n",
-      "('Tom_s0-l1', 'Tom_s0-l1')\n",
-      "{'relation': [':ARG0']}\n",
+      "('want-01_f1-s0', 'relax-01_f1')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('Tom_s0-l1', 'beach_l1')\n",
-      "{'relation': [':location']}\n",
+      "('near-02_l1', 'ocean_l1-s0')\n",
+      "{'relation': [':ARG2']}\n",
       "----------\n",
       "('near-02_l1', '_G0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('near-02_l1', 'ocean_s0-l1')\n",
-      "{'relation': [':ARG2']}\n",
+      "('Tom_l1-s0', 'ocean_l1-s0')\n",
+      "{'relation': [':ARG1', ':location']}\n",
+      "********************\n",
       "----------\n",
-      "('be-located-at-91_s0-l1', 'be-located-at-91_s0-l1')\n",
+      "('Tom_l1-s0', 'Tom_l1-s0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('beach_l1-s3', 'beach_l1-s3')\n",
-      "{'relation': [':ARG0', ':location']}\n",
-      "********************\n",
+      "('Tom_l1-s0', 'beach_l1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('beach_l1-s3', 'home_s3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('be-located-at-91_l1-s0', 'be-located-at-91_l1-s0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('home_s3', '_G0')\n",
       "{'relation': [':location']}\n",
@@ -4217,29 +4201,38 @@
       "('home_s3', 'beach_s3')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s3', 'vacation-01_o2-s3')\n",
+      "('home_s3', 'vacation-01_s3-o2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_s3', 'vacation-01_s1-s3')\n",
+      "('home_s3', 'vacation-01_s3-s1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_s3', 'vacation-01_s3-l7')\n",
+      "('home_s3', 'vacation-01_l7-s3')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('Tom_l1-s3', 'beach_l1-s3')\n",
+      "('beach_s3-l1', 'home_s3')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('beach_s3-l1', 'Tom_s3-l1')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('beach_s3-l1', 'beach_s3-l1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('time_s4', 'lot_s4')\n",
-      "{'relation': [':quant']}\n",
+      "('Tom_s3-l1', 'beach_s3-l1')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('be-located-at-91_l1-s4', 'beach_s4')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
       "('be-located-at-91_l1-s4', 'be-located-at-91_l1-s4')\n",
       "{'relation': [':poss']}\n",
       "----------\n",
-      "('be-located-at-91_l1-s4', 'beach_s4')\n",
-      "{'relation': [':mod']}\n",
+      "('Tom_l1', 'ocean_l1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
       "('spend-02_s4', '_G0')\n",
-      "{'relation': [':location', ':ARG0', ':ARG2']}\n",
+      "{'relation': [':ARG0', ':location', ':ARG2']}\n",
       "********************\n",
       "----------\n",
       "('spend-02_s4', 'time_s4')\n",
@@ -4257,8 +4250,8 @@
       "('spend-02_s4', 'beach_s4')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('Tom_l1', 'ocean_l1')\n",
-      "{'relation': [':location']}\n",
+      "('time_s4', 'lot_s4')\n",
+      "{'relation': [':quant']}\n",
       "----------\n",
       "('next-to_l2', 'beach_l2')\n",
       "{'relation': [':op1']}\n",
@@ -4266,8 +4259,20 @@
       "('house_l2-s4', 'next-to_l2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('next-to_l3', 'ocean_l3')\n",
-      "{'relation': [':op1']}\n",
+      "('Tom_l2-s4', 'Tom_l2-s4')\n",
+      "{'relation': [':poss']}\n",
+      "----------\n",
+      "('Tom_l2-s4', 'house_l2-s4')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
+      "('vacation-01_s1', '_G1')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('vacation-01_s1', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('vacation-01_s1', 'beach_s1')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
       "('spend-02_s1', '_G0')\n",
       "{'relation': [':ARG0']}\n",
@@ -4278,62 +4283,58 @@
       "('spend-02_s1', 'vacation-01_s1-f2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('spend-02_s1', 'vacation-01_s1-p1')\n",
+      "('spend-02_s1', 'vacation-01_p1-s1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('spend-02_s1', 'vacation-01_s1-s2')\n",
+      "('spend-02_s1', 'vacation-01_s2-s1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('beach_s1-l3', 'next-to_l3')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('vacation-01_s1', '_G0')\n",
-      "{'relation': [':ARG0', ':location']}\n",
-      "********************\n",
+      "('next-to_l3', 'ocean_l3')\n",
+      "{'relation': [':op1']}\n",
       "----------\n",
-      "('vacation-01_s1', 'beach_s1')\n",
-      "{'relation': [':location']}\n",
+      "('be-located-at-91_s2-l4', 'home_s2')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('be-located-at-91_s2-l4', 'be-located-at-91_s2-l4')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('be-located-at-91_l4-s2', 'often_l4')\n",
+      "('be-located-at-91_s2-l4', 'often_l4')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
-      "('be-located-at-91_l4-s2', 'home_s2')\n",
+      "('cause-01_l4', 'be-located-at-91_s2-l4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('be-located-at-91_l4-s2', 'be-located-at-91_l4-s2')\n",
+      "('cause-01_l4', 'love-01_l4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('love-01_l4', 'beach_l4-s2')\n",
+      "('love-01_l4', 'beach_s2-l4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('love-01_l4', 'Tom_l4')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('cause-01_l4', 'love-01_l4')\n",
+      "('get-01_l5', 'Tom_l5')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('cause-01_l4', 'be-located-at-91_l4-s2')\n",
+      "('get-01_l5', 'holiday_l5')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('get-01_l5', 'Tom_l5')\n",
+      "('be-located-at-91_s3-l5', 'be-located-at-91_s3-l5')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('get-01_l5', 'holiday_l5')\n",
-      "{'relation': [':ARG1']}\n",
+      "('be-located-at-91_s3-l5', 'rate-entity-91_l5')\n",
+      "{'relation': [':frequency']}\n",
       "----------\n",
-      "('be-located-at-91_l5-s3', 'home_s3')\n",
+      "('be-located-at-91_s3-l5', 'home_s3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('be-located-at-91_l5-s3', 'Tom_l5')\n",
+      "('be-located-at-91_s3-l5', 'Tom_l5')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('be-located-at-91_l5-s3', 'be-located-at-91_l5-s3')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('be-located-at-91_l5-s3', 'rate-entity-91_l5')\n",
-      "{'relation': [':frequency']}\n",
-      "----------\n",
-      "('be-located-at-91_l5-s3', '_G2')\n",
+      "('be-located-at-91_s3-l5', '_G2')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
       "('rate-entity-91_l5', 'holiday_l5')\n",
@@ -4348,31 +4349,31 @@
       "('Tom_s1-p0', 'Tom_s1-p0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
+      "('possess-01_p0', '_G1')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('possess-01_p0', 'money_p0')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
       "('money_p0', 'lot_p0')\n",
       "{'relation': [':quant']}\n",
       "----------\n",
       "('money_p0', 'load_p0')\n",
       "{'relation': [':quant']}\n",
       "----------\n",
-      "('possess-01_p0', 'money_p0')\n",
+      "('buy-01_s3', 'home_s3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('possess-01_p0', '_G1')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
       "('buy-01_s3', '_G0')\n",
       "{'relation': [':ARG0', ':ARG1']}\n",
       "********************\n",
       "----------\n",
-      "('buy-01_s3', 'home_s3')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('buy-01_s3', '_G6')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('beach_s3', 'right_s3')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
+      "('house_p1', 'beach_p1')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
       "('possess-01_p1', '_G0')\n",
       "{'relation': [':ARG0', ':ARG1']}\n",
       "********************\n",
@@ -4383,8 +4384,9 @@
       "('possess-01_p1', 'home_p1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('house_p1', 'beach_p1')\n",
-      "{'relation': [':mod']}\n",
+      "('vacation-01_p1-s4', 'Tom_p1-s4')\n",
+      "{'relation': [':location', ':ARG0']}\n",
+      "********************\n",
       "----------\n",
       "('Tom_p1-s4', 'Tom_p1-s4')\n",
       "{'relation': [':poss']}\n",
@@ -4398,40 +4400,36 @@
       "('home_p1', 'vacation-01_p1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_p1', 'vacation-01_s1-p1')\n",
+      "('home_p1', 'vacation-01_p1-s1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('vacation-01_p1-s4', 'Tom_p1-s4')\n",
-      "{'relation': [':location', ':ARG0']}\n",
-      "********************\n",
+      "('possess-01_p2', 'home_s2-p2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('possess-01_p2', '_G1')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('possess-01_p2', 'home_s2-p2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('possess-01_p2', '-_p2')\n",
       "{'relation': [':polarity']}\n",
       "----------\n",
-      "('beach_s2-p2', 'Tom_s2-p2')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('beach_s2-p2', 'home_s2-p2')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('home_s2-p2', 'vacation-01_s2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
       "('home_s2-p2', 'beach_s2-p2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('near-02_p2', '_G1')\n",
-      "{'relation': [':ARG2']}\n",
+      "('beach_s2-p2', 'home_s2-p2')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('beach_s2-p2', 'Tom_s2-p2')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('near-02_p2', 'home_s2-p2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('near-02_p2', '_G1')\n",
+      "{'relation': [':ARG2']}\n",
+      "----------\n",
       "('house_o0-s4', 'right_o0-s4')\n",
       "{'relation': [':poss']}\n",
       "----------\n",
@@ -4441,34 +4439,40 @@
       "('roll-01_o1', '_G1')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('surf-01_o2', 'Tom_o2')\n",
-      "{'relation': [':ARG0']}\n",
+      "('want-01_s3-o2', 'go-02_o2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('swim-01_o2', 'Tom_o2')\n",
+      "('go-02_o2', 'vacation-01_s3-o2')\n",
+      "{'relation': [':time']}\n",
+      "----------\n",
+      "('go-02_o2', 'Tom_o2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('go-02_o2', 'and_o2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('go-02_o2', 'vacation-01_o2-s3')\n",
-      "{'relation': [':time']}\n",
-      "----------\n",
-      "('go-02_o2', 'Tom_o2')\n",
+      "('swim-01_o2', 'Tom_o2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('and_o2', 'surf-01_o2')\n",
-      "{'relation': [':op1']}\n",
+      "('vacation-01_s3-o2', 'Tom_o2')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('and_o2', 'swim-01_o2')\n",
       "{'relation': [':op2']}\n",
       "----------\n",
-      "('vacation-01_o2-s3', 'Tom_o2')\n",
+      "('and_o2', 'surf-01_o2')\n",
+      "{'relation': [':op1']}\n",
+      "----------\n",
+      "('surf-01_o2', 'Tom_o2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('want-01_o2-s3', 'go-02_o2')\n",
+      "('feel-01_f2', 'happy-01_f2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('happy-01_f2', 'Tom_s0-f2')\n",
+      "('feel-01_f2', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('happy-01_f2', 'Tom_f2-s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('happy-01_f2', 'Tom_s1-f2')\n",
@@ -4486,35 +4490,29 @@
       "('happy-01_f2', 'Tom_f2-s4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('feel-01_f2', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('feel-01_f2', 'happy-01_f2')\n",
+      "('love-01_l1-s0', 'ocean_l1-s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('love-01_l1-s0', 'always_s0')\n",
+      "{'relation': [':time']}\n",
+      "----------\n",
       "('beach_l1', 'beach_l1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('love-01_s0-l1', 'always_s0')\n",
-      "{'relation': [':time']}\n",
-      "----------\n",
-      "('love-01_s0-l1', 'ocean_s0-l1')\n",
+      "('near-02_o5', 'live-01_o5')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('near-02_o5', 'ocean_o5-s0')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('near-02_o5', 'live-01_o5')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('love-01_o5-s0', 'ocean_o5-s0')\n",
-      "{'relation': [':ARG1']}\n",
+      "('live-01_o5', 'Tom_o5-s0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('love-01_o5-s0', 'live-01_o5')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('live-01_o5', 'Tom_o5-s0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('love-01_o5-s0', 'ocean_o5-s0')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('like-01_s0', 'ocean_s0')\n",
       "{'relation': [':ARG1']}\n",
@@ -4526,47 +4524,47 @@
       "('like-01_s0', 'and_s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('Tom_s1-s0', 'often_s1')\n",
-      "{'relation': [':frequency']}\n",
-      "----------\n",
-      "('Tom_s1-s0', 'Tom_s1-s0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
       "('Tom_s1-s0', 'beach_s1')\n",
       "{'relation': [':location', ':ARG1']}\n",
       "********************\n",
       "----------\n",
-      "('and_s0', 'ocean_s2-s0')\n",
-      "{'relation': [':op1']}\n",
+      "('Tom_s1-s0', 'Tom_s1-s0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('and_s0', '_G0')\n",
+      "('Tom_s1-s0', 'often_s1')\n",
+      "{'relation': [':frequency']}\n",
+      "----------\n",
+      "('and_s0', '_G1')\n",
       "{'relation': [':op2']}\n",
       "----------\n",
-      "('and_s0', 'ocean_s0')\n",
+      "('and_s0', 'ocean_s2-s0')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
-      "('by_s2', 'ocean_s2-s0')\n",
+      "('and_s0', 'ocean_s0')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
       "('love-01_s2-s0', 'always_s0')\n",
       "{'relation': [':time']}\n",
       "----------\n",
-      "('love-01_s2-s0', 'ocean_s2-s0')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
       "('love-01_s2-s0', 'and_s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('near-02_s2', 'home_s2')\n",
+      "('love-01_s2-s0', 'ocean_s2-s0')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('near-02_s2', 'ocean_s2-s0')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('beach_s0-s3', 'home_s3')\n",
+      "('near-02_s2', 'home_s2')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('by_s2', 'ocean_s2-s0')\n",
+      "{'relation': [':op1']}\n",
+      "----------\n",
+      "('beach_s3-s0', 'home_s3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('beach_s0-s3', 'beach_s0-s3')\n",
+      "('beach_s3-s0', 'beach_s3-s0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('Tom_s0-s4', 'beach_s0-s4')\n",
@@ -4581,97 +4579,102 @@
       "('beach_s1-l1', 'beach_s1-l1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('vacation-01_s1-s2', 'often_s1')\n",
+      "('vacation-01_s2-s1', 'often_s1')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
-      "('vacation-01_s1-s3', 'often_s1')\n",
+      "('vacation-01_s3-s1', 'often_s1')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
-      "('beach_s1-s3', 'home_s3')\n",
+      "('beach_s3-s1', 'home_s3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('beach_s1-s3', 'vacation-01_s1-s3')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('Tom_s2-e1', 'Tom_s2-e1')\n",
+      "('beach_s3-s1', 'beach_s3-s1')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
       "('Tom_s2-e1', 'home_s2-e1')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s2-e1', 'vacation-01_s2-e1')\n",
-      "{'relation': [':mod']}\n",
+      "('Tom_s2-e1', 'Tom_s2-e1')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
       "('home_s2-e1', 'beach_e1')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_e4-s2', 'beach_s2')\n",
-      "{'relation': [':location']}\n",
+      "('home_s2-e1', 'vacation-01_s2-e1')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_e4-s2', 'Tom_e4-s2')\n",
+      "('time_e4', 'lot_e4')\n",
+      "{'relation': [':quant']}\n",
+      "----------\n",
+      "('home_s2-e4', 'Tom_s2-e4')\n",
       "{'relation': [':ARG0', ':location']}\n",
       "********************\n",
       "----------\n",
-      "('home_e4-s2', 'vacation-01_s2')\n",
-      "{'relation': [':mod']}\n",
+      "('home_s2-e4', 'beach_s2')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('home_e4-s2', 'time_e4')\n",
+      "('home_s2-e4', 'time_e4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('Tom_e4-s2', 'home_e4-s2')\n",
+      "('home_s2-e4', 'vacation-01_s2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('Tom_e4-s2', 'Tom_e4-s2')\n",
-      "{'relation': [':poss']}\n",
+      "('Tom_s2-e4', 'home_s2-e4')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('time_e4', 'lot_e4')\n",
-      "{'relation': [':quant']}\n",
+      "('Tom_s2-e4', 'Tom_s2-e4')\n",
+      "{'relation': [':poss']}\n",
       "----------\n",
-      "('new-01_e4', 'Tom_e4-s2')\n",
+      "('new-01_e4', 'Tom_s2-e4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
+      "('feel-01_f3', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
       "('feel-01_f3', 'happy-01_f3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('feel-01_f3', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('home_f3-s2', 'vacation-01_s2')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('happy-01_f3', 'move-01_f3')\n",
-      "{'relation': [':ARG0']}\n",
+      "('home_f3-s2', 'beachside_f3')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('happy-01_f3', 'Tom_s2-f3')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_f3-s2', 'beach_s2')\n",
+      "{'relation': [':location']}\n",
       "----------\n",
-      "('move-01_f3', 'home_s2-f3')\n",
+      "('move-01_f3', 'home_f3-s2')\n",
       "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('move-01_f3', 'Tom_s2-f3')\n",
+      "('move-01_f3', 'Tom_f3-s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s2-f3', 'beach_s2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
-      "('home_s2-f3', 'beachside_f3')\n",
-      "{'relation': [':location']}\n",
+      "('happy-01_f3', 'Tom_f3-s2')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s2-f3', 'vacation-01_s2')\n",
-      "{'relation': [':mod']}\n",
+      "('happy-01_f3', 'move-01_f3')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('Tom_s2-l6', 'Tom_s2-l6')\n",
-      "{'relation': [':poss', ':ARG1', ':ARG2']}\n",
+      "('home_s2-l6', 'Tom_s2-l6')\n",
+      "{'relation': [':poss', ':ARG1']}\n",
       "********************\n",
       "----------\n",
-      "('Tom_s2-l6', 'home_s2-l6')\n",
-      "{'relation': [':ARG2', ':mod']}\n",
-      "********************\n",
+      "('home_s2-l6', 'beach_s2')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('home_s2-l6', 'home_s2-l6')\n",
+      "{'relation': [':ARG2']}\n",
       "----------\n",
       "('home_s2-l6', 'vacation-01_s2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_s2-l6', 'beach_s2')\n",
-      "{'relation': [':location']}\n",
+      "('Tom_s2-l6', 'Tom_s2-l6')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('Tom_s2-l6', 'home_s2-l6')\n",
+      "{'relation': [':ARG2']}\n",
       "----------\n",
-      "('new-01_l6', 'Tom_s2-l6')\n",
+      "('new-01_l6', 'home_s2-l6')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
       "('home_s2-p1', 'beach_s2')\n",
@@ -4680,85 +4683,80 @@
       "('home_s2-p1', 'vacation-01_s2-p1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_o4-s2', 'time_o4')\n",
+      "('home_s2-o4', 'time_o4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_o4-s2', 'Tom_o4-s2')\n",
+      "('home_s2-o4', 'home_s2-o4')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('home_s2-o4', 'beach_s2')\n",
+      "{'relation': [':location']}\n",
+      "----------\n",
+      "('home_s2-o4', 'Tom_s2-o4')\n",
       "{'relation': [':poss', ':ARG0']}\n",
       "********************\n",
       "----------\n",
-      "('home_o4-s2', 'vacation-01_s2')\n",
+      "('home_s2-o4', 'vacation-01_s2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('home_o4-s2', 'beach_s2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
-      "('home_o4-s2', 'home_o4-s2')\n",
-      "{'relation': [':location']}\n",
-      "----------\n",
-      "('time_o4', 'Tom_o4-s2')\n",
+      "('time_o4', 'Tom_s2-o4')\n",
       "{'relation': [':poss']}\n",
       "----------\n",
-      "('include-91_o4', 'most_o4')\n",
-      "{'relation': [':ARG3']}\n",
-      "----------\n",
       "('include-91_o4', 'time_o4')\n",
       "{'relation': [':ARG2', ':ARG1']}\n",
       "********************\n",
       "----------\n",
-      "('new-01_o4', 'home_o4-s2')\n",
-      "{'relation': [':ARG1']}\n",
+      "('include-91_o4', 'most_o4')\n",
+      "{'relation': [':ARG3']}\n",
       "----------\n",
-      "('get-01_s2', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
+      "('new-01_o4', 'home_s2-o4')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('get-01_s2', 'vacation-01_s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_s2-s3', 'vacation-01_s2')\n",
+      "('get-01_s2', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
+      "----------\n",
+      "('home_s3-s2', 'vacation-01_s2')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('Tom_s2-s3', 'home_s2-s3')\n",
+      "('want-01_s3-s2', 'home_s3-s2')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('Tom_s2-s3', 'Tom_s2-s3')\n",
+      "('Tom_s3-s2', 'home_s3-s2')\n",
+      "{'relation': [':ARG1']}\n",
+      "----------\n",
+      "('Tom_s3-s2', 'Tom_s3-s2')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('Tom_s2-s3', 'beach_s3')\n",
+      "('Tom_s3-s2', 'beach_s3')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('want-01_s2-s3', 'home_s2-s3')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('Tom_s2-s4', 'house_s2-s4')\n",
+      "('home_s2-s4', 'vacation-01_s2-s4')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('Tom_s2-s4', 'Tom_s2-s4')\n",
-      "{'relation': [':poss']}\n",
-      "----------\n",
-      "('house_s2-s4', 'beach_s2')\n",
+      "('home_s2-s4', 'beach_s2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
+      "('home_s2-s4', 'Tom_s2-s4')\n",
+      "{'relation': [':location', ':ARG0']}\n",
+      "********************\n",
+      "----------\n",
       "('vacation-01_s2-s4', 'Tom_s2-s4')\n",
       "{'relation': [':ARG0', ':location']}\n",
       "********************\n",
       "----------\n",
-      "('home_s2-s4', 'beach_s2')\n",
-      "{'relation': [':location']}\n",
+      "('house_s2-s4', 'Tom_s2-s4')\n",
+      "{'relation': [':poss']}\n",
       "----------\n",
-      "('home_s2-s4', 'home_s2-s4')\n",
+      "('house_s2-s4', 'beach_s2')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('home_s2-s4', 'Tom_s2-s4')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
-      "('home_s2-s4', 'vacation-01_s2-s4')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
       "('spend-02_e2', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('spend-02_e2', '_G6')\n",
+      "('spend-02_e2', '_G5')\n",
       "{'relation': [':location']}\n",
       "----------\n",
       "('spend-02_e2', 'time_e2')\n",
@@ -4767,78 +4765,75 @@
       "('get-01_s3-f2', 'home_s3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_f4-s3', 'Tom_f4-s3')\n",
-      "{'relation': [':ARG0', ':ARG1']}\n",
-      "********************\n",
-      "----------\n",
-      "('home_f4-s3', 'vacation-01_s3')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
       "('and_f4', '_G0')\n",
       "{'relation': [':op2']}\n",
       "----------\n",
       "('and_f4', 'relax-01_f4')\n",
       "{'relation': [':op1']}\n",
       "----------\n",
-      "('relax-01_f4', 'Tom_f4-s3')\n",
-      "{'relation': [':ARG1']}\n",
-      "----------\n",
-      "('feel-01_f4', 'home_f4-s3')\n",
+      "('feel-01_f4', 'home_s3-f4')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('feel-01_f4', '_G0')\n",
-      "{'relation': [':ARG0']}\n",
-      "----------\n",
       "('feel-01_f4', 'and_f4')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('have-degree-91_l7', 'often_l7')\n",
-      "{'relation': [':ARG2']}\n",
+      "('feel-01_f4', '_G0')\n",
+      "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('have-degree-91_l7', 'Tom_s3-l7')\n",
-      "{'relation': [':ARG1']}\n",
+      "('home_s3-f4', 'Tom_s3-f4')\n",
+      "{'relation': [':ARG0', ':ARG1']}\n",
+      "********************\n",
       "----------\n",
-      "('have-degree-91_l7', 'equal_l7')\n",
-      "{'relation': [':ARG3']}\n",
+      "('home_s3-f4', 'vacation-01_s3')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('have-degree-91_l7', 'possible-01_l7')\n",
-      "{'relation': [':ARG4']}\n",
+      "('relax-01_f4', 'Tom_s3-f4')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('possible-01_l7', 'get-away-05_l7')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('get-away-05_l7', 'Tom_s3-l7')\n",
-      "{'relation': [':ARG1', ':ARG0']}\n",
+      "('get-away-05_l7', 'Tom_l7-s3')\n",
+      "{'relation': [':ARG0', ':ARG1']}\n",
       "********************\n",
       "----------\n",
-      "('vacation-01_s3-l7', 'Tom_s3-l7')\n",
-      "{'relation': [':ARG0', ':location']}\n",
+      "('Tom_l7-s3', 'Tom_l7-s3')\n",
+      "{'relation': [':ARG2', ':ARG1']}\n",
       "********************\n",
       "----------\n",
-      "('Tom_s3-l7', 'often_l7')\n",
+      "('Tom_l7-s3', 'often_l7')\n",
       "{'relation': [':frequency']}\n",
       "----------\n",
-      "('Tom_s3-l7', 'Tom_s3-l7')\n",
-      "{'relation': [':ARG1', ':ARG2']}\n",
-      "********************\n",
-      "----------\n",
-      "('buy-01_p1-s3', '_G6')\n",
+      "('have-degree-91_l7', 'Tom_l7-s3')\n",
       "{'relation': [':ARG1']}\n",
       "----------\n",
-      "('home_p1-s3', 'vacation-01_p1-s3')\n",
+      "('have-degree-91_l7', 'equal_l7')\n",
+      "{'relation': [':ARG3']}\n",
+      "----------\n",
+      "('have-degree-91_l7', 'possible-01_l7')\n",
+      "{'relation': [':ARG4']}\n",
+      "----------\n",
+      "('have-degree-91_l7', 'often_l7')\n",
+      "{'relation': [':ARG2']}\n",
+      "----------\n",
+      "('vacation-01_l7-s3', 'Tom_l7-s3')\n",
+      "{'relation': [':location', ':ARG0']}\n",
+      "********************\n",
+      "----------\n",
+      "('home_s3-p1', 'vacation-01_s3-p1')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
       "('live-01_o6', '_G0')\n",
       "{'relation': [':location']}\n",
       "----------\n",
-      "('live-01_o6', 'retire-01_o6')\n",
-      "{'relation': [':time']}\n",
+      "('live-01_o6', 'permanent_o6')\n",
+      "{'relation': [':duration']}\n",
       "----------\n",
       "('live-01_o6', 'Tom_o6-s3')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('live-01_o6', 'permanent_o6')\n",
-      "{'relation': [':duration']}\n",
+      "('live-01_o6', 'retire-01_o6')\n",
+      "{'relation': [':time']}\n",
       "----------\n",
       "('look-01_o6', '_G0')\n",
       "{'relation': [':ARG0']}\n",
@@ -4855,36 +4850,34 @@
       "('beach_s3-s4', 'right_s3')\n",
       "{'relation': [':mod']}\n",
       "----------\n",
-      "('sell-01_e3', 'ever_e3')\n",
-      "{'relation': [':time']}\n",
+      "('sell-01_e3', '-_e3')\n",
+      "{'relation': [':polarity']}\n",
       "----------\n",
       "('sell-01_e3', '_G0')\n",
       "{'relation': [':ARG1', ':ARG0']}\n",
       "********************\n",
       "----------\n",
-      "('sell-01_e3', '-_e3')\n",
-      "{'relation': [':polarity']}\n",
+      "('sell-01_e3', 'ever_e3')\n",
+      "{'relation': [':time']}\n",
       "----------\n",
       "('house_e3-s4', 'Tom_e3-s4')\n",
       "{'relation': [':poss']}\n",
       "----------\n",
-      "('house_s4', 'beach_s4')\n",
-      "{'relation': [':mod']}\n",
-      "----------\n",
-      "('house_s4', 'Tom_f2-s4')\n",
-      "{'relation': [':poss']}\n",
+      "('feel-01_f1', 'relax-01_f1')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('feel-01_f1', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
-      "('feel-01_f1', 'relax-01_f1')\n",
-      "{'relation': [':ARG1']}\n",
+      "('house_s4', 'beach_s4')\n",
+      "{'relation': [':mod']}\n",
       "----------\n",
-      "('Tom_l6-s4', 'home_l6-s4')\n",
-      "{'relation': [':ARG2']}\n",
+      "('house_s4', 'Tom_f2-s4')\n",
+      "{'relation': [':poss']}\n",
       "----------\n",
       "('Tom_l6-s4', 'Tom_l6-s4')\n",
-      "{'relation': [':ARG1']}\n",
+      "{'relation': [':poss', ':ARG1', ':ARG2']}\n",
+      "********************\n",
       "----------\n",
       "('home_l6-s4', 'vacation-01_s4')\n",
       "{'relation': [':mod']}\n",
@@ -4892,6 +4885,12 @@
       "('home_l6-s4', 'Tom_l6-s4')\n",
       "{'relation': [':poss']}\n",
       "----------\n",
+      "('home_s4', 'Tom_s4-p3')\n",
+      "{'relation': [':poss']}\n",
+      "----------\n",
+      "('home_s4', 'vacation-01_s4')\n",
+      "{'relation': [':mod']}\n",
+      "----------\n",
       "('possess-01_p3', '_G0')\n",
       "{'relation': [':ARG0']}\n",
       "----------\n",
@@ -4901,17 +4900,11 @@
       "('getaway_p3', 'weekend_p3')\n",
       "{'relation': [':time']}\n",
       "----------\n",
-      "('home_s4', 'Tom_p3-s4')\n",
-      "{'relation': [':poss']}\n",
-      "----------\n",
-      "('home_s4', 'vacation-01_s4')\n",
-      "{'relation': [':mod']}\n",
+      "('clear-06_o3', 'mind_o3')\n",
+      "{'relation': [':ARG1']}\n",
       "----------\n",
       "('mind_o3', '_G0')\n",
       "{'relation': [':domain']}\n",
-      "----------\n",
-      "('clear-06_o3', 'mind_o3')\n",
-      "{'relation': [':ARG1']}\n",
       "----------\n"
      ]
     }
@@ -4936,7 +4929,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -4945,10 +4938,10 @@
      "text": [
       "DENSITY\n",
       "0.005449878696248374\n",
-      "0.006599713055954089\n",
+      "0.006713030039602047\n",
       "----------------------------------------\n",
-      "[1, 75, 76, 40, 17, 16, 4, 3, 4, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1]\n",
-      "[3, 60, 60, 42, 17, 12, 3, 2, 1, 1, 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1]\n"
+      "[1, 75, 76, 40, 18, 16, 4, 3, 3, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1]\n",
+      "[2, 58, 64, 41, 15, 12, 3, 3, 1, 0, 2, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1]\n"
      ]
     }
    ],
@@ -246151,7 +246144,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -246165,7 +246158,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.11"
+   "version": "3.8.8"
   }
  },
  "nbformat": 4,
-- 
GitLab