templama-data.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "043dcb6a",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "import argparse\n",
    "import sys\n",
    "import os\n",
    "import json\n",
    "import pprint\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "38b40238",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "BASE_DIR = \"/Users/katemarg/PycharmProjects/temporal_robustness_evaluation\"\n",
    "DATA_DIR = os.path.join(BASE_DIR, 'data')\n",
    "CKPT_DIR = os.path.join(BASE_DIR, 'pretrained_models')\n",
    "RES_DIR = os.path.join(BASE_DIR, 'results')\n",
    "LOG_DIR = os.path.join(BASE_DIR, 'logs')\n",
    "CACHE_DIR = os.path.join(BASE_DIR, 'cached')\n",
    "\n",
    "TEMPLAMA_ORIG_DIR = os.path.join(\"data\", \"templama\", \"test.json\")\n",
    "TEMPLAMA_REPRODUCED_DIR = os.path.join(\"templama_docker\", \"reproduce1\", \"templama\", \"test.jsonl\")\n",
    "TEMPLAMA_NEW_DIR = os.path.join(\"templama_docker\", \"new_data1\", \"templama\", \"test.jsonl\")\n",
    "\n",
    "available_datasets = {\n",
    "    \"lama-conceptnet\": {\n",
    "        \"data_dir\" : os.path.join(DATA_DIR, \"lama\", \"ConceptNet\")\n",
    "    },\n",
    "    \"lama-google-re\": {\n",
    "        \"data_dir\": os.path.join(DATA_DIR, \"lama\", \"Google_RE\")\n",
    "    },\n",
    "    \"lama-squad\": {\n",
    "        \"data_dir\": os.path.join(DATA_DIR, \"lama\", \"Squad\")\n",
    "    },\n",
    "    \"lama-trex\": {\n",
    "        \"data_dir\": os.path.join(DATA_DIR, \"lama\", \"TREx\")\n",
    "    },\n",
    "    \"templama\": {\n",
    "        \"data_dir\": os.path.join(DATA_DIR, \"templama\")\n",
    "    }\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "cdc1a2f6",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "    def load_file(filename):\n",
    "        \"\"\"\n",
    "        :param filename:\n",
    "        :return:\n",
    "        \"\"\"\n",
    "        data = []\n",
    "        with open(filename, \"r\") as f:\n",
    "            for line in f.readlines():\n",
    "                data.append(json.loads(line))\n",
    "        return data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83e4b6cb",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "### Original TempLAMA dataset (downloaded from Google Research github repo)\n",
    "- 2010-2020\n",
    "- 9 relations\n",
    "- 1,000 subjects per relation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b1806601",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "orig_templama = load_file(TEMPLAMA_ORIG_DIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "2da81a28",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "34963"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(orig_templama)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "70be7af1",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4050"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(set([x['query'] for x in orig_templama]))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c66208fd",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "### Reproduced TempLAMA dataset (by running their code)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a47def69",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "reproduced_templama = load_file(TEMPLAMA_REPRODUCED_DIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "e87c8b57",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "58909"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(reproduced_templama)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "cbd6008b",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6906"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(set([x['query'] for x in reproduced_templama]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "da141761",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2010',\n",
       "  'id': 'Q233510_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2011',\n",
       "  'id': 'Q233510_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2012',\n",
       "  'id': 'Q233510_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2013',\n",
       "  'id': 'Q233510_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2014',\n",
       "  'id': 'Q233510_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2015',\n",
       "  'id': 'Q233510_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2016',\n",
       "  'id': 'Q233510_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2017',\n",
       "  'id': 'Q233510_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2018',\n",
       "  'id': 'Q233510_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2019',\n",
       "  'id': 'Q233510_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Morgan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2020',\n",
       "  'id': 'Q233510_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204204',\n",
       "   'name': \"England women's national football team\"},\n",
       "  'date': '2010',\n",
       "  'id': 'Q434354_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204204',\n",
       "   'name': \"England women's national football team\"},\n",
       "  'date': '2011',\n",
       "  'id': 'Q434354_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q434354_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q434354_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q434354_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q434354_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q434354_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q434354_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alex Scott plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q434354_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1775265',\n",
       "   'name': 'Arsenal W.F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1775265', 'name': 'Arsenal W.F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q11571_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q11571_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q11571_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q11571_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q11571_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q11571_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q11571_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q11571_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q11571_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q11571_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiano Ronaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q11571_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Shaquille O'Neal plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q131371', 'name': 'Boston Celtics'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q169452_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q131371', 'name': 'Boston Celtics'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q131371', 'name': 'Boston Celtics'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Shaquille O'Neal plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q131371', 'name': 'Boston Celtics'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q169452_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q131371', 'name': 'Boston Celtics'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q131371', 'name': 'Boston Celtics'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Beckham plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q10520_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Beckham plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q10520_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Beckham plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q10520_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Beckham plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q10520_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q162990', 'name': 'Cleveland Cavaliers'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q36159_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q36159_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q36159_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q36159_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q162990', 'name': 'Cleveland Cavaliers'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q36159_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q162990', 'name': 'Cleveland Cavaliers'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q36159_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q162990', 'name': 'Cleveland Cavaliers'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q36159_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q162990', 'name': 'Cleveland Cavaliers'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q36159_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q36159_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q36159_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'LeBron James plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q36159_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q162990',\n",
       "   'name': 'Cleveland Cavaliers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Puck Moonen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1686506', 'name': 'Lotto Belisol Ladies'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q27825770_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1686506',\n",
       "   'name': 'Lotto Belisol Ladies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q67313472',\n",
       "   'name': 'Bingoal-Chevalmeire'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Puck Moonen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1686506', 'name': 'Lotto Belisol Ladies'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q27825770_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1686506',\n",
       "   'name': 'Lotto Belisol Ladies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q67313472',\n",
       "   'name': 'Bingoal-Chevalmeire'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Puck Moonen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1686506', 'name': 'Lotto Belisol Ladies'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q27825770_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1686506',\n",
       "   'name': 'Lotto Belisol Ladies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q67313472',\n",
       "   'name': 'Bingoal-Chevalmeire'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Puck Moonen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q67313472', 'name': 'Bingoal-Chevalmeire'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q27825770_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1686506',\n",
       "   'name': 'Lotto Belisol Ladies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q67313472',\n",
       "   'name': 'Bingoal-Chevalmeire'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q46896_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q46896_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q46896_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q46896_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q46896_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q46896_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q46896_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18656', 'name': 'Manchester United F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q46896_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18656', 'name': 'Manchester United F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q46896_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q46896_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Zlatan Ibrahimović plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q46896_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q160826',\n",
       "   'name': 'Sweden national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q142794_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q142794_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q142794_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q142794_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q142794_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q142794_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q142794_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q142794_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q142794_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q142794_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Neymar plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q142794_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thierry Henry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q45901_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thierry Henry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204220', 'name': 'New York Red Bulls'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q45901_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thierry Henry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q45901_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thierry Henry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204220', 'name': 'New York Red Bulls'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q45901_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thierry Henry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204220', 'name': 'New York Red Bulls'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q45901_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204220',\n",
       "   'name': 'New York Red Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q39444_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q39444_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q39444_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q39444_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q270995', 'name': 'Clube Atlético Mineiro'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q39444_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q847587', 'name': 'U.S. Salernitana 1919'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q39444_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1424072', 'name': 'Independiente Santa Fe'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q39444_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ronaldinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1424072', 'name': 'Independiente Santa Fe'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q39444_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1424072',\n",
       "   'name': 'Independiente Santa Fe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q1255625_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q1255625_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q1255625_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q1255625_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q1255625_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q5794', 'name': 'Everton F.C.'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q1255625_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q43710', 'name': 'Antalyaspor'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q1255625_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q43710', 'name': 'Antalyaspor'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q1255625_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q513840', 'name': 'Konyaspor'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q1255625_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Samuel Eto'o plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q1255625_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175309',\n",
       "   'name': 'Cameroon national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051203', 'name': 'Qatar SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1071986', 'name': 'Chicago Red Stars'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q260725_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q312181', 'name': 'magicJack'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q260725_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q3491781', 'name': 'Seattle Sounders Women'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q260725_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1276685', 'name': 'Olympique Lyonnais Féminin'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q260725_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1276685', 'name': 'Olympique Lyonnais Féminin'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q260725_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q260725_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q260725_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q260725_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q260725_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q260725_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Megan Rapinoe plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q260725_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q193052_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q193052_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q193052_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q193052_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q193052_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q193052_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q159729', 'name': 'San Antonio Spurs'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q193052_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q159729', 'name': 'San Antonio Spurs'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q193052_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q159729', 'name': 'San Antonio Spurs'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q193052_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q159729', 'name': 'San Antonio Spurs'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q193052_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pau Gasol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'date': '2020',\n",
       "  'id': 'Q193052_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q121783',\n",
       "   'name': 'Los Angeles Lakers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q209979',\n",
       "   'name': \"Spain men's national basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bradley Wiggins plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q193876_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bradley Wiggins plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q193876_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bradley Wiggins plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q193876_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bradley Wiggins plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q193876_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bradley Wiggins plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q193876_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bradley Wiggins plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q193876_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bradley Wiggins plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q193876_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18786386', 'name': 'Wiggins'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alisha Lehmann plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18747', 'name': 'West Ham United F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q53709993_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18747',\n",
       "   'name': 'West Ham United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18747',\n",
       "   'name': 'West Ham United F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alisha Lehmann plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18747', 'name': 'West Ham United F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q53709993_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18747',\n",
       "   'name': 'West Ham United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18747',\n",
       "   'name': 'West Ham United F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alisha Lehmann plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18747', 'name': 'West Ham United F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q53709993_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18747',\n",
       "   'name': 'West Ham United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q18747',\n",
       "   'name': 'West Ham United F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q68060_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q68060_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q68060_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q68060_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q68060_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q68060_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q68060_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q68060_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q68060_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q68060_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gianluigi Buffon plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q68060_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Roberto Carlos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q35933', 'name': 'S.C. Corinthians Paulista'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q429039_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q35933',\n",
       "   'name': 'S.C. Corinthians Paulista'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16838244', 'name': 'Odisha FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Roberto Carlos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q35933', 'name': 'S.C. Corinthians Paulista'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q429039_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q35933',\n",
       "   'name': 'S.C. Corinthians Paulista'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16838244', 'name': 'Odisha FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Roberto Carlos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q19353', 'name': 'FC Anzhi Makhachkala'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q429039_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q35933',\n",
       "   'name': 'S.C. Corinthians Paulista'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16838244', 'name': 'Odisha FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Roberto Carlos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16838244', 'name': 'Odisha FC'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q429039_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q35933',\n",
       "   'name': 'S.C. Corinthians Paulista'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16838244', 'name': 'Odisha FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Roberto Carlos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16838244', 'name': 'Odisha FC'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q429039_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q35933',\n",
       "   'name': 'S.C. Corinthians Paulista'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16838244', 'name': 'Odisha FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q43926_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q43926_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q43926_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q43926_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q43926_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q43926_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q43926_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q43926_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q43926_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q43926_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrea Pirlo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q43926_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180950', 'name': 'Oklahoma City Thunder'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q29545_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180950', 'name': 'Oklahoma City Thunder'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q29545_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180950', 'name': 'Oklahoma City Thunder'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q29545_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180950', 'name': 'Oklahoma City Thunder'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q29545_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180950', 'name': 'Oklahoma City Thunder'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q29545_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180950', 'name': 'Oklahoma City Thunder'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q29545_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180950', 'name': 'Oklahoma City Thunder'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q29545_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q157376', 'name': 'Golden State Warriors'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q29545_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q157376', 'name': 'Golden State Warriors'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q29545_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q29545_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin Durant plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q29545_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q180950',\n",
       "   'name': 'Oklahoma City Thunder'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q572134', 'name': 'Brooklyn Nets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q134976_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q134976_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q134976_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q134976_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q134976_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q134976_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q134976_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q134976_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q134976_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q134976_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lukas Podolski plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q134976_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1404649',\n",
       "   'name': \"Fenerbahçe Women's Basketball\"},\n",
       "  'date': '2010',\n",
       "  'id': 'Q240726_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q65413', 'name': 'Galatasaray SK'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q240726_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q240726_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q240726_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q240726_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q240726_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q240726_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diana Taurasi plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q240726_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q11584_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q11584_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q11584_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q11584_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q11584_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q11584_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q11584_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q11584_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q11584_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q11584_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Iker Casillas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q11584_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q9673_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q9673_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q9673_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q9673_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q9673_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q9673_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q9673_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q9673_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q9673_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q9673_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lewis Hamilton plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q9673_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172721', 'name': 'Mercedes'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1071986', 'name': 'Chicago Red Stars'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q441135_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q757014',\n",
       "   'name': \"Brazil women's national football team\"},\n",
       "  'date': '2011',\n",
       "  'id': 'Q441135_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q441135_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q441135_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q441135_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q441135_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q441135_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q441135_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q441135_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q441135_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Formiga plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q749603', 'name': 'São José Esporte Clube'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q441135_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q749603',\n",
       "   'name': 'São José Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sue Bird plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2724835', 'name': 'WBC Spartak Moscow Region'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q240672_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sue Bird plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2724835', 'name': 'WBC Spartak Moscow Region'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q240672_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sue Bird plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q240672_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sue Bird plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q240672_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sue Bird plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2430030', 'name': 'UMMC Ekaterinburg'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q240672_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2430030',\n",
       "   'name': 'UMMC Ekaterinburg'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Naomi Osaka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1683279', 'name': 'Japan Fed Cup team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q17466583_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Naomi Osaka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1683279', 'name': 'Japan Fed Cup team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q17466583_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Naomi Osaka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1683279', 'name': 'Japan Fed Cup team'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q17466583_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Naomi Osaka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1683279', 'name': 'Japan Fed Cup team'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q17466583_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1683279',\n",
       "   'name': 'Japan Fed Cup team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q431418', 'name': 'Canicattì'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q79983_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q79983_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q79983_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q79983_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q79983_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q79983_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q79983_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q79983_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'José Mourinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q79983_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2656', 'name': 'Palermo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q81888', 'name': 'AFC Ajax'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q26517_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1130849', 'name': 'Liverpool F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q26517_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1130849', 'name': 'Liverpool F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q26517_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1130849', 'name': 'Liverpool F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q26517_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q26517_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q26517_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q26517_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q26517_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q26517_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q26517_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Luis Suárez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q26517_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q1918_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q1918_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q1918_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q1918_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q1918_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q1918_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q1918_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q1918_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q1918_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q1918_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Franck Ribéry plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q1918_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q187238_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q187238_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q187238_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q187238_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q187238_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q187238_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q187238_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q187238_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q187238_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79380', 'name': 'Zhejiang Professional F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q187238_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Tim Cahill plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79380', 'name': 'Zhejiang Professional F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q187238_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q268208',\n",
       "   'name': 'Australia national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79380',\n",
       "   'name': 'Zhejiang Professional F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q17500_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q17500_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q17500_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q17500_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q17500_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q17500_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q283545', 'name': 'Al Sadd Sports Club'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q17500_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q283545', 'name': 'Al Sadd Sports Club'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q17500_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q283545', 'name': 'Al Sadd Sports Club'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q17500_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xavi Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q283545', 'name': 'Al Sadd Sports Club'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q17500_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q283545',\n",
       "   'name': 'Al Sadd Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rivaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q628763', 'name': 'F.C. Bunyodkor'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q483577_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rivaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q483577_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rivaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q693297', 'name': 'Kabuscorp S.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q483577_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rivaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q290940',\n",
       "   'name': 'Associação Desportiva São Caetano'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q483577_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rivaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2419887', 'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q483577_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rivaldo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2419887', 'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q483577_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2419887',\n",
       "   'name': 'Mogi Mirim Esporte Clube'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabio Cannavaro plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q102027_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q424943',\n",
       "   'name': 'Shabab Al Ahli Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabio Cannavaro plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q424943', 'name': 'Shabab Al Ahli Club'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q102027_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q424943',\n",
       "   'name': 'Shabab Al Ahli Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q319591_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q319591_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q319591_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q319591_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q319591_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q319591_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q319591_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q319591_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q319591_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q319591_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Chris Froome plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q319591_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q200009',\n",
       "   'name': 'Ineos Grenadiers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q129700_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q129700_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q129700_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q129700_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q129700_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q129700_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q129700_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q185163', 'name': 'OGC Nice'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q129700_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q185163', 'name': 'OGC Nice'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q129700_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q132885', 'name': 'Olympique de Marseille'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q129700_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Balotelli plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q129700_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q6651', 'name': 'Brescia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q276848', 'name': 'SC Heerenveen Vrouwen'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q948874_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q190561', 'name': 'Standard Liège'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q948874_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q190561', 'name': 'Standard Liège'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q948874_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q492419', 'name': 'FCR 2001 Duisburg'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q948874_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1337348', 'name': 'BK Häcken FF'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q948874_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1337348', 'name': 'BK Häcken FF'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q948874_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q948874_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q948874_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q522899', 'name': 'FC Barcelona Femení'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q948874_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q522899', 'name': 'FC Barcelona Femení'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q948874_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lieke Martens plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q522899', 'name': 'FC Barcelona Femení'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q948874_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q522899',\n",
       "   'name': 'FC Barcelona Femení'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q48892_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q48892_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q48892_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q48892_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q48892_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q48892_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q167615', 'name': 'CF Montréal'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q48892_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q111516', 'name': 'Phoenix Rising FC'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q48892_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Didier Drogba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q111516', 'name': 'Phoenix Rising FC'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q48892_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q175145',\n",
       "   'name': 'Ivory Coast national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q111516',\n",
       "   'name': 'Phoenix Rising FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q107365_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q107365_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q107365_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q107365_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q107365_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q107365_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q107365_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q107365_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q107365_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q107365_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Manuel Neuer plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q107365_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Patrick Vieira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q631', 'name': 'Inter Milan'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q46347_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q631', 'name': 'Inter Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q50602',\n",
       "   'name': 'Manchester City F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Patrick Vieira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q50602', 'name': 'Manchester City F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q46347_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q631', 'name': 'Inter Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q50602',\n",
       "   'name': 'Manchester City F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1671357',\n",
       "   'name': \"United States women's national under-20 soccer team\"},\n",
       "  'date': '2011',\n",
       "  'id': 'Q6552885_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q6552885_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q6552885_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q6552885_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q6552885_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2016',\n",
       "  'id': 'Q6552885_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2017',\n",
       "  'id': 'Q6552885_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2018',\n",
       "  'id': 'Q6552885_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2019',\n",
       "  'id': 'Q6552885_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Lindsey Horan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'date': '2020',\n",
       "  'id': 'Q6552885_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q334526',\n",
       "   'name': \"United States women's national soccer team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q161571_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q161571_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q161571_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q161571_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q161571_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q161571_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q161571_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q161571_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q161571_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q161571_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Mascherano plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q161571_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q402038', 'name': 'Hebei F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabian Cancellara plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q62424', 'name': 'Tinkoff'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q188197_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabian Cancellara plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q188197_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabian Cancellara plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q188197_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabian Cancellara plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q188197_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabian Cancellara plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q188197_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabian Cancellara plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q188197_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fabian Cancellara plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q188197_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q531814_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q531814_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q531814_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q531814_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q531814_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q531814_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q531814_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kaká plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15214308', 'name': 'Orlando City SC'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q531814_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15214308',\n",
       "   'name': 'Orlando City SC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169272', 'name': 'HTC-Highroad'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q207713_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169272', 'name': 'HTC-Highroad'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q207713_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q200009', 'name': 'Ineos Grenadiers'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q207713_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q645032', 'name': 'Quick-Step Alpha Vinyl Team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q207713_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q645032', 'name': 'Quick-Step Alpha Vinyl Team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q207713_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q645032', 'name': 'Quick-Step Alpha Vinyl Team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q207713_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q207713_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q207713_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q207713_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q207713_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mark Cavendish plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q26721058', 'name': 'Bahrain Victorious'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q207713_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q965560', 'name': 'Qhubeka Assos'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q26721058',\n",
       "   'name': 'Bahrain Victorious'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q368441_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q368441_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q368441_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q368441_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q368441_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q368441_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q368441_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q368441_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q368441_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q368441_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'James Rodríguez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q368441_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q212564',\n",
       "   'name': 'Colombia national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alessandro Del Piero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q624_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q330143', 'name': 'Sydney FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alessandro Del Piero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q624_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q330143', 'name': 'Sydney FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alessandro Del Piero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q624_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q330143', 'name': 'Sydney FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alessandro Del Piero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q330143', 'name': 'Sydney FC'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q624_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q330143', 'name': 'Sydney FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alessandro Del Piero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q330143', 'name': 'Sydney FC'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q624_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q330143', 'name': 'Sydney FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543884', 'name': 'Saint Louis Athletica'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q229619_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q312181', 'name': 'magicJack'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q229619_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q3491781', 'name': 'Seattle Sounders Women'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q229619_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q229619_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q229619_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q229619_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q229619_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q229619_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q229619_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q229619_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hope Solo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q229619_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1357111', 'name': 'OL Reign'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q261534_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q261534_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q261534_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q261534_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q261534_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16320', 'name': 'Club Atlético Peñarol'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q261534_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16320', 'name': 'Club Atlético Peñarol'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q261534_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16320', 'name': 'Club Atlético Peñarol'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q261534_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16320', 'name': 'Club Atlético Peñarol'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q261534_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16320', 'name': 'Club Atlético Peñarol'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q261534_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Diego Forlán plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16320', 'name': 'Club Atlético Peñarol'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q261534_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16320',\n",
       "   'name': 'Club Atlético Peñarol'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q208104_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q208104_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q208104_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q208104_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q208104_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q208104_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q208104_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Xabi Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q208104_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q132056_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q132056_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q132056_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q499616', 'name': 'Club Nacional de Football'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q132056_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q318307', 'name': 'Rosario Central'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q132056_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q499616', 'name': 'Club Nacional de Football'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q132056_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q605055', 'name': 'Club Sol de América'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q132056_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q788363', 'name': 'Bangu Atlético Clube'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q132056_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q132056_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q132056_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sebastián Abreu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q132056_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q134916',\n",
       "   'name': 'Uruguay national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q758689', 'name': 'Audax Italiano'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q445344_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q756144', 'name': 'Atlanta Beat'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q445344_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2117747', 'name': 'Western New York Flash'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q445344_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2117747', 'name': 'Western New York Flash'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q445344_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15303416', 'name': 'Houston Dash'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q445344_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15303416', 'name': 'Houston Dash'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q445344_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q445344_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q445344_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carli Lloyd plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q445344_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1447181',\n",
       "   'name': 'NJ/NY Gotham FC'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1447181', 'name': 'NJ/NY Gotham FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q612387', 'name': 'FC Gold Pride'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q228616_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2117747', 'name': 'Western New York Flash'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q228616_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2000203', 'name': 'Tyresö FF'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q228616_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2000203', 'name': 'Tyresö FF'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q228616_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q228616_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q228616_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q228616_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q228616_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q228616_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q228616_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q228616_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1807026', 'name': 'FC Rosengård'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Raúl González plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q11576_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Raúl González plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q11576_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Raúl González plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q11576_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Raúl González plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q283545', 'name': 'Al Sadd Sports Club'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q11576_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Raúl González plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q11576_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Raúl González plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q11576_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q646135', 'name': 'New York Cosmos'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18656', 'name': 'Manchester United F.C.'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q165125_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18656', 'name': 'Manchester United F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q165125_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18656', 'name': 'Manchester United F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q165125_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18656', 'name': 'Manchester United F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q165125_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q165125_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q165125_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q104761', 'name': 'Bayer 04 Leverkusen'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q165125_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18747', 'name': 'West Ham United F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q165125_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18747', 'name': 'West Ham United F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q165125_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18747', 'name': 'West Ham United F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q165125_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Javier Hernández plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q165125_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q18656',\n",
       "   'name': 'Manchester United F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q10329', 'name': 'Sevilla FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1195237', 'name': 'Mumbai Indians'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q8062264_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1195237', 'name': 'Mumbai Indians'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q8062264_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1195237', 'name': 'Mumbai Indians'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q8062264_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1156897', 'name': 'Royal Challengers Bangalore'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q8062264_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1156897', 'name': 'Royal Challengers Bangalore'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q8062264_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1156897', 'name': 'Royal Challengers Bangalore'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q8062264_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1156897', 'name': 'Royal Challengers Bangalore'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q8062264_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1156897', 'name': 'Royal Challengers Bangalore'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q8062264_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1156897', 'name': 'Royal Challengers Bangalore'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q8062264_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Yuzvendra Chahal plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1156897', 'name': 'Royal Challengers Bangalore'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q8062264_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1156897',\n",
       "   'name': 'Royal Challengers Bangalore'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q186330_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q186330_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q186330_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q186330_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q186330_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q186330_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q186330_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q186330_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Rafael Márquez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q186330_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q164089',\n",
       "   'name': 'Mexico national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169898', 'name': 'Scuderia Ferrari'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q10514_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169898', 'name': 'Scuderia Ferrari'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q10514_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169898', 'name': 'Scuderia Ferrari'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q10514_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169898', 'name': 'Scuderia Ferrari'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q10514_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169898', 'name': 'Scuderia Ferrari'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q10514_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q10514_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q10514_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q10514_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Alonso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q10514_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169898',\n",
       "   'name': 'Scuderia Ferrari'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q172030', 'name': 'McLaren'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q210453_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q210453_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q210453_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q210453_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q210453_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q210453_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q210453_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q210453_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q210453_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q210453_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Thiago Silva plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q210453_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q43729_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q43729_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q43729_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q43729_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q43729_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q43729_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q43729_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q43729_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q43729_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q43729_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andrés Iniesta plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q43729_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q266613_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q266613_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q266613_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q266613_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q266613_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q266613_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q266613_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q266613_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q266613_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q238593', 'name': 'D.C. United'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q266613_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wayne Rooney plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q266613_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q19470', 'name': 'Derby County F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q42731_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q42731_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q42731_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q42731_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q42731_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q42731_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q42731_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8701', 'name': 'Atlético Madrid'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q42731_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8701', 'name': 'Atlético Madrid'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q42731_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Fernando Torres plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q42731_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1051238', 'name': 'Sagan Tosu'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andriy Shevchenko plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q41244_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andriy Shevchenko plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q41244_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Andriy Shevchenko plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q41244_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170403',\n",
       "   'name': 'Ukraine national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q176371', 'name': 'PFC CSKA Moscow'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q202054_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q176371', 'name': 'PFC CSKA Moscow'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q202054_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q176371', 'name': 'PFC CSKA Moscow'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q202054_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q176371', 'name': 'PFC CSKA Moscow'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q202054_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q202054_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q202054_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q202054_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q202054_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q316789', 'name': 'Melbourne Victory'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q202054_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q219233', 'name': 'SBV Vitesse'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q202054_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Keisuke Honda plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q202054_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q176371',\n",
       "   'name': 'PFC CSKA Moscow'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q119562_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q119562_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q119562_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q119562_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q119562_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q119562_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q119562_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q119562_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q119562_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q119562_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Agüero plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q119562_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q6242_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q6242_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q6242_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q6242_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q6242_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q6242_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q6242_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q6242_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q6242_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q6242_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Marianne Vos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q6242_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1886678', 'name': 'Liv Racing'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q483309_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q483309_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q483309_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q483309_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q483309_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q483309_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q483309_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q483309_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q483309_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q483309_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Sergio Ramos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q483309_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8682', 'name': 'Real Madrid CF'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q45766_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q45766_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q45766_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q45766_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q45766_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q45766_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q45766_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q45766_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q45766_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q45766_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mario Gómez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q45766_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q4512', 'name': 'VfB Stuttgart'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q172720_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q172720_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q172720_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q172720_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q172720_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q172720_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q172720_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q172720_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q172720_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q172720_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dani Alves plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q172720_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q38568', 'name': 'São Paulo FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gennaro Gattuso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q116980_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q321061', 'name': 'FC Sion'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gennaro Gattuso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q116980_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q321061', 'name': 'FC Sion'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gennaro Gattuso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q116980_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q321061', 'name': 'FC Sion'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Gennaro Gattuso plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q321061', 'name': 'FC Sion'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q116980_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q321061', 'name': 'FC Sion'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dida plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q188544_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dida plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204675',\n",
       "   'name': 'Associação Portuguesa de Desportos'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q188544_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dida plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q221695',\n",
       "   'name': 'Grêmio Football Porto Alegrense'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q188544_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dida plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80845', 'name': 'S.C. Internacional'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q188544_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dida plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80845', 'name': 'S.C. Internacional'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q188544_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80845',\n",
       "   'name': 'S.C. Internacional'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q50600_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q50600_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q50600_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q50600_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q50600_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q50600_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q50600_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q725367', 'name': 'Shanghai Shenhua F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q50600_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q50600_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q50600_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carlos Tevez plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q50600_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q79800',\n",
       "   'name': 'Argentina national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q170703', 'name': 'Boca Juniors'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Miroslav Klose plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q80471_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Miroslav Klose plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q80471_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Miroslav Klose plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q80471_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Miroslav Klose plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q80471_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Miroslav Klose plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q80471_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Miroslav Klose plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q80471_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Miroslav Klose plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q80471_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Djibril Cissé plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q1936_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Djibril Cissé plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q1936_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Djibril Cissé plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2609', 'name': 'S.S. Lazio'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q1936_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Djibril Cissé plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18723', 'name': 'Queens Park Rangers F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q1936_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Djibril Cissé plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q1936_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Djibril Cissé plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q1936_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q208399', 'name': 'SC Bastia'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nicolas Anelka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47774',\n",
       "   'name': 'France national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q1939_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16845355', 'name': 'Mumbai City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nicolas Anelka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q1939_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16845355', 'name': 'Mumbai City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nicolas Anelka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q1939_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16845355', 'name': 'Mumbai City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nicolas Anelka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q1939_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16845355', 'name': 'Mumbai City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nicolas Anelka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18744', 'name': 'West Bromwich Albion F.C.'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q1939_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16845355', 'name': 'Mumbai City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nicolas Anelka plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16845355', 'name': 'Mumbai City FC'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q1939_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q16845355', 'name': 'Mumbai City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q163666_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q163666_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q163666_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q163666_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q163666_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q163666_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2641', 'name': 'S.S.C. Napoli'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q163666_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2641', 'name': 'S.S.C. Napoli'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q163666_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q163666_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q163666_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pepe Reina plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q163666_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Landon Donovan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'date': '2010',\n",
       "  'id': 'Q202237_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Landon Donovan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'date': '2011',\n",
       "  'id': 'Q202237_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Landon Donovan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'date': '2012',\n",
       "  'id': 'Q202237_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Landon Donovan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'date': '2013',\n",
       "  'id': 'Q202237_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Landon Donovan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'date': '2014',\n",
       "  'id': 'Q202237_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Landon Donovan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q202237_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Landon Donovan plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q202237_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q633223', 'name': 'Club León'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q495299', 'name': 'Galatasaray S.K.'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q562337_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18741', 'name': 'Tottenham Hotspur F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q562337_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18741', 'name': 'Tottenham Hotspur F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q562337_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8835', 'name': 'RCD Mallorca'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q562337_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q12297', 'name': 'Villarreal CF'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q562337_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q12297', 'name': 'Villarreal CF'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q562337_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q562337_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q562337_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q562337_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q562337_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giovani dos Santos plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q562337_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Henrik Larsson plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2036646', 'name': 'Råå IF'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q179334_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2036646', 'name': 'Råå IF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q3106294', 'name': 'Högaborgs BK'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Henrik Larsson plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q3106294', 'name': 'Högaborgs BK'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q179334_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2036646', 'name': 'Råå IF'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q3106294', 'name': 'Högaborgs BK'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Allen Iverson plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q138089', 'name': 'Philadelphia 76ers'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q190094_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q138089',\n",
       "   'name': 'Philadelphia 76ers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q854669',\n",
       "   'name': \"Beşiktaş men's basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Allen Iverson plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q854669',\n",
       "   'name': \"Beşiktaş men's basketball team\"},\n",
       "  'date': '2011',\n",
       "  'id': 'Q190094_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q138089',\n",
       "   'name': 'Philadelphia 76ers'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q854669',\n",
       "   'name': \"Beşiktaş men's basketball team\"},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q83006_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q83006_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q83006_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q83006_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q83006_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q83006_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q83006_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q83006_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q83006_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q83006_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Villa plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q83006_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q844271', 'name': 'Vissel Kobe'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q631', 'name': 'Inter Milan'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q188241_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q188241_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q188241_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q424943', 'name': 'Shabab Al Ahli Club'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q188241_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q188241_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128446', 'name': 'F.C. Porto'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q188241_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q188241_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q188241_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q188241_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q188241_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Ricardo Quaresma plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q188241_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172567', 'name': 'Beşiktaş J.K.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q223450', 'name': 'Vitória S.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q83488_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q83488_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q83488_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q83488_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q83488_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q83488_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q83488_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q83488_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q83488_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q83488_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Mesut Özil plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q83488_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Frank Lampard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q41533_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Frank Lampard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q41533_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Frank Lampard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q41533_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Frank Lampard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q41533_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Frank Lampard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q41533_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Frank Lampard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q50602', 'name': 'Manchester City F.C.'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q41533_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Frank Lampard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q13361030', 'name': 'New York City FC'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q41533_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q13361030',\n",
       "   'name': 'New York City FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'date': '2010',\n",
       "  'id': 'Q310369_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q164134',\n",
       "   'name': \"United States men's national soccer team\"},\n",
       "  'date': '2011',\n",
       "  'id': 'Q310369_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q689874', 'name': 'Philadelphia Union'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q310369_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q198032', 'name': 'Esporte Clube Bahia'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q310369_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q198032', 'name': 'Esporte Clube Bahia'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q310369_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q382324', 'name': 'Kuopion Palloseura'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q310369_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1046445', 'name': 'Tampa Bay Rowdies'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q310369_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1046445', 'name': 'Tampa Bay Rowdies'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q310369_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1046445', 'name': 'Tampa Bay Rowdies'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q310369_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1046445', 'name': 'Tampa Bay Rowdies'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q310369_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Freddy Adu plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1046445', 'name': 'Tampa Bay Rowdies'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q310369_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1046445',\n",
       "   'name': 'Tampa Bay Rowdies'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1071986', 'name': 'Chicago Red Stars'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q242010_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1332206', 'name': 'WFC Rossiyanka'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q242010_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1332206', 'name': 'WFC Rossiyanka'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q242010_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q5590178', 'name': 'Icheon Daekyo WFC'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q242010_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9634072',\n",
       "   'name': 'Associação Desportiva Centro Olímpico'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q242010_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q242010_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q242010_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q242010_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q242010_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q242010_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cristiane Rozeira plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483020', 'name': 'Paris Saint-Germain F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q242010_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q483020',\n",
       "   'name': 'Paris Saint-Germain F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q609527_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q609527_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q609527_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q609527_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q609527_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q609527_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q609527_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q609527_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q609527_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Maya Moore plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q609527_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1474850',\n",
       "   'name': 'Minnesota Lynx'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1474850', 'name': 'Minnesota Lynx'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Šarūnas Jasikevičius plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q739287', 'name': 'Panathinaikos B.C.'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q316252_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q739287',\n",
       "   'name': 'Panathinaikos B.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q393357', 'name': 'BC Žalgiris'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Šarūnas Jasikevičius plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q739287', 'name': 'Panathinaikos B.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q316252_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q739287',\n",
       "   'name': 'Panathinaikos B.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q393357', 'name': 'BC Žalgiris'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Šarūnas Jasikevičius plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q739287', 'name': 'Panathinaikos B.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q316252_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q739287',\n",
       "   'name': 'Panathinaikos B.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q393357', 'name': 'BC Žalgiris'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Šarūnas Jasikevičius plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q393357', 'name': 'BC Žalgiris'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q316252_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q739287',\n",
       "   'name': 'Panathinaikos B.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q393357', 'name': 'BC Žalgiris'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Šarūnas Jasikevičius plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q393357', 'name': 'BC Žalgiris'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q316252_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q739287',\n",
       "   'name': 'Panathinaikos B.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q393357', 'name': 'BC Žalgiris'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carles Puyol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q17158_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carles Puyol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q17158_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carles Puyol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q17158_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carles Puyol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q17158_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Carles Puyol plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q17158_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q7156', 'name': 'FC Barcelona'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hernán Crespo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2693', 'name': 'Parma Calcio 1913'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q160206_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2693',\n",
       "   'name': 'Parma Calcio 1913'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2693', 'name': 'Parma Calcio 1913'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hernán Crespo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2693', 'name': 'Parma Calcio 1913'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q160206_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2693',\n",
       "   'name': 'Parma Calcio 1913'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2693', 'name': 'Parma Calcio 1913'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Hernán Crespo plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2693', 'name': 'Parma Calcio 1913'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q160206_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q2693',\n",
       "   'name': 'Parma Calcio 1913'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q2693', 'name': 'Parma Calcio 1913'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q80306_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q80306_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q80306_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q80306_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q80306_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q80306_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q80306_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q80306_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q80306_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q80306_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Giorgio Chiellini plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q80306_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1422', 'name': 'Juventus F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q43682_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q43682_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q43682_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q43682_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q43682_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q43682_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q43682_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Philipp Lahm plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q43682_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q124086_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q124086_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q124086_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q124086_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q124086_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q124086_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q124086_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q124086_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q124086_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Wesley Sneijder plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q428211', 'name': 'Al-Gharafa Sports Club'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q124086_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q428211',\n",
       "   'name': 'Al-Gharafa Sports Club'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q58441_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q58441_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q58441_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q58441_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q58441_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q83459', 'name': 'Brazil national football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q58441_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q270995', 'name': 'Clube Atlético Mineiro'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q58441_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q270995', 'name': 'Clube Atlético Mineiro'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q58441_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q372599', 'name': 'Sivasspor'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q58441_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q857938', 'name': 'İstanbul Başakşehir FC'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q58441_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Robinho plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q58441_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q83459',\n",
       "   'name': 'Brazil national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80955', 'name': 'Santos F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q44298_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q44298_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q44298_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q44298_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q44298_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q44298_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q44298_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q18656', 'name': 'Manchester United F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q44298_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q44298_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q44298_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Bastian Schweinsteiger plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q44298_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q308683', 'name': 'Chicago Fire FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q483137_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q483137_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q483137_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q483137_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q483137_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q483137_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q483137_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q483137_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q483137_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Petr Čech plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q483137_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q483868',\n",
       "   'name': 'Czech Republic national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q151260_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q151260_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q151260_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q151260_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q151260_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q151260_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q151260_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q151260_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q151260_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q151260_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Jérôme Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q151260_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172014', 'name': 'Ghana national football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q151034_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172014', 'name': 'Ghana national football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q151034_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172014', 'name': 'Ghana national football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q151034_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172014', 'name': 'Ghana national football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q151034_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q172014', 'name': 'Ghana national football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q151034_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q32494', 'name': 'FC Schalke 04'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q151034_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q151034_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q38245', 'name': 'Eintracht Frankfurt'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q151034_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q38245', 'name': 'Eintracht Frankfurt'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q151034_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q151034_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Kevin-Prince Boateng plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q151034_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q172014',\n",
       "   'name': 'Ghana national football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8603',\n",
       "   'name': 'Unione Sportiva Sassuolo Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q667264', 'name': 'Cannondale Pro Cycling Team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q312322_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q667264', 'name': 'Cannondale Pro Cycling Team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q312322_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q667264', 'name': 'Cannondale Pro Cycling Team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q312322_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478309', 'name': 'Astana Qazaqstan Team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q312322_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478309', 'name': 'Astana Qazaqstan Team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q312322_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478309', 'name': 'Astana Qazaqstan Team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q312322_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478309', 'name': 'Astana Qazaqstan Team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q312322_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q26721058', 'name': 'Bahrain Victorious'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q312322_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q26721058', 'name': 'Bahrain Victorious'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q312322_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q26721058', 'name': 'Bahrain Victorious'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q312322_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Vincenzo Nibali plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q312322_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478309',\n",
       "   'name': 'Astana Qazaqstan Team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q16320', 'name': 'Club Atlético Peñarol'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q315674_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q315674_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2674', 'name': 'Palermo FC'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q315674_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2674', 'name': 'Palermo FC'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q315674_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q849823', 'name': 'Tigres UANL'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q315674_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q849823', 'name': 'Tigres UANL'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q315674_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q849823', 'name': 'Tigres UANL'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q315674_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q315674_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q315674_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q315674_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Egidio Arévalo Rios plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q315674_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q1023532', 'name': 'Atlas F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Owen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q128829_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Owen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q128829_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Owen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q128829_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Owen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q128829_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Owen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q128829_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Owen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q128829_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Owen plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q128829_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q47762',\n",
       "   'name': 'England national association football team'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q31683_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q31683_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q31683_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q31683_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q31683_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q31683_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q31683_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q31683_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q31683_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q31683_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwyane Wade plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q31683_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q169138', 'name': 'Miami Heat'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q128109', 'name': 'Chicago Bulls'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q43913_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q43913_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q43913_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q43913_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q43913_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q43913_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q43913_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q43913_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q43913_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q43913_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Arjen Robben plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q43913_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q47050',\n",
       "   'name': 'Netherlands national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q24711', 'name': 'FC Groningen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Ballack plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q43310',\n",
       "   'name': 'Germany national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q11948_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q104761',\n",
       "   'name': 'Bayer 04 Leverkusen'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q104761',\n",
       "   'name': 'Bayer 04 Leverkusen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Ballack plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q104761', 'name': 'Bayer 04 Leverkusen'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q11948_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q104761',\n",
       "   'name': 'Bayer 04 Leverkusen'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q104761',\n",
       "   'name': 'Bayer 04 Leverkusen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Michael Ballack plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q104761', 'name': 'Bayer 04 Leverkusen'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q11948_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q104761',\n",
       "   'name': 'Bayer 04 Leverkusen'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q104761',\n",
       "   'name': 'Bayer 04 Leverkusen'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Clarence Seedorf plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q484909_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Clarence Seedorf plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q484909_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Clarence Seedorf plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q484909_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Clarence Seedorf plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q484909_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Clarence Seedorf plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q484909_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q80958', 'name': 'Botafogo F.R.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161337', 'name': 'Orlando Magic'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q25278_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161337', 'name': 'Orlando Magic'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q25278_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q25278_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q121783', 'name': 'Los Angeles Lakers'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q25278_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q25278_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q25278_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q25278_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q25278_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q25278_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q25278_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Dwight Howard plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q25278_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q161345',\n",
       "   'name': 'Houston Rockets'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q161345', 'name': 'Houston Rockets'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q17499_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q17499_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q17499_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q17499_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q17499_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q17499_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q17499_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q17499_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q17499_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9616', 'name': 'Chelsea F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q17499_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Cesc Fàbregas plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q17499_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q42267',\n",
       "   'name': 'Spain national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q180305', 'name': 'AS Monaco FC'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q50602', 'name': 'Manchester City F.C.'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q185650_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q50602', 'name': 'Manchester City F.C.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q185650_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q185650_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q185650_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q185650_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q185650_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q185650_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q185650_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q185650_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q185650_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Nigel de Jong plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q185650_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q204357', 'name': 'LA Galaxy'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q6601875', 'name': 'Fenerbahçe SK'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q313145_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q495299', 'name': 'Galatasaray S.K.'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q313145_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q495299', 'name': 'Galatasaray S.K.'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q313145_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q495299', 'name': 'Galatasaray S.K.'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q313145_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134241', 'name': 'Feyenoord'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q313145_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q134241', 'name': 'Feyenoord'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q313145_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q19593', 'name': 'Celtic F.C.'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q313145_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q313145_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q313145_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q313145_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Colin Kazim-Richards plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q313145_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q478317', 'name': 'Coritiba F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q44977_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q1543', 'name': 'A.C. Milan'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q44977_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q19521', 'name': 'AS Saint-Étienne'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q44977_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q41420', 'name': 'Borussia Dortmund'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q44977_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q41420', 'name': 'Borussia Dortmund'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q44977_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q41420', 'name': 'Borussia Dortmund'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q44977_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q41420', 'name': 'Borussia Dortmund'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q44977_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q41420', 'name': 'Borussia Dortmund'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q44977_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q44977_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2019',\n",
       "  'id': 'Q44977_P54_2019',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Pierre-Emerick Aubameyang plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'date': '2020',\n",
       "  'id': 'Q44977_P54_2020',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q41420',\n",
       "   'name': 'Borussia Dortmund'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q9617', 'name': 'Arsenal F.C.'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q182451_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q182451_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q182451_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q182451_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2074', 'name': 'Genoa CFC'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q182451_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2052', 'name': 'ACF Fiorentina'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q182451_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q2674', 'name': 'Palermo FC'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q182451_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q6703', 'name': 'Empoli F.C.'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q182451_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'Alberto Gilardino plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q182451_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q676899',\n",
       "   'name': 'Italy national association football team'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q8615', 'name': 'Spezia Calcio'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Stuart O'Grady plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q62424', 'name': 'Tinkoff'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q145469_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Stuart O'Grady plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q682460', 'name': 'Trek–Segafredo'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q145469_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Stuart O'Grady plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q266770', 'name': 'Team BikeExchange Jayco'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q145469_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'relation': 'P54'},\n",
       " {'query': \"Stuart O'Grady plays for _X_.\",\n",
       "  'answer': {'wikidata_id': 'Q266770', 'name': 'Team BikeExchange Jayco'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q145469_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q266770',\n",
       "   'name': 'Team BikeExchange Jayco'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2010',\n",
       "  'id': 'Q31981_P54_2010',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2011',\n",
       "  'id': 'Q31981_P54_2011',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2012',\n",
       "  'id': 'Q31981_P54_2012',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2013',\n",
       "  'id': 'Q31981_P54_2013',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2014',\n",
       "  'id': 'Q31981_P54_2014',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2015',\n",
       "  'id': 'Q31981_P54_2015',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2016',\n",
       "  'id': 'Q31981_P54_2016',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2017',\n",
       "  'id': 'Q31981_P54_2017',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " {'query': 'David Alaba plays for _X_.',\n",
       "  'answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'date': '2018',\n",
       "  'id': 'Q31981_P54_2018',\n",
       "  'most_frequent_answer': {'wikidata_id': 'Q15789',\n",
       "   'name': 'FC Bayern Munich'},\n",
       "  'most_recent_answer': {'wikidata_id': 'Q15789', 'name': 'FC Bayern Munich'},\n",
       "  'relation': 'P54'},\n",
       " ...]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reproduced_templama"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75d29681",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "### Updated TempLAMA dataset (by running their code)\n",
    "- 2010-2022\n",
    "- 9 relations\n",
    "- 10,000 subjects per relation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "30c176eb",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "new_templama = load_file(TEMPLAMA_NEW_DIR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "a6922ff9",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "141133"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(new_templama)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "194c31be",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "14246"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(set([x['query'] for x in new_templama]))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7d468105",
   "metadata": {
    "pycharm": {
     "name": "#%% md\n"
    }
   },
   "source": [
    "### The task is Masked Language Modeling (MLM) / Fill-Mask and the evaluation metric is P@k."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b1afe0d3",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "# sns.set_theme(style=\"ticks\")\n",
    "def boxplot_vis(label):\n",
    "    sns.barplot(x='year', y=label, data=results_df, hue='model', palette=\"rocket\")\n",
    "    sns.despine(offset=10, trim=True)\n",
    "    plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left', borderaxespad=0)\n",
    "    plt.title(\"TempLAMA / single token / {}\".format(label))\n",
    "    plt.savefig('plots/{}_per_year.png'.format(label), bbox_inches = 'tight',edgecolor='white')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bb009052",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "boxplot_vis(\"P@1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "64f3bbc8",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfQAAAEgCAYAAABCeYGzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAABEUklEQVR4nO3de1xVVf438M/3cBFRUrmECnpAFASUVMyx8l6WZVnqEI72y8tYpt0enUybmTIbm0cnm0mnbGiSfo1lWV4wyzInmXksK8W8giCoIJJY3FS8AAe+zx9nHzoiICAH9PB5v17n5d5rr73X2gfku9fae68lqgoiIiK6vpmauwJERER09RjQiYiInAADOhERkRNgQCciInICDOhEREROgAGdiIjICTCgEzmAiBSLSLdGOM4UEfm6MepUh7L+IyLTm6IsImp8DOhkCz62T4WIXLBbn9REdbhiMDHyFIpIqyrp/ysiKiL3V0n/m5E+pUr6MCN9Xh3r9pyI/LmOpwIAUNW2qnq0Pvs0tms5QNf0nRoXMOXG794ZEdkrIvdWyeMpIs+KyG4RKRCRbBF5X0T6VsnnLiJrRSTT+HkPq7JdRGSJiOQbnyUiIo44X6KmwIBOtuDTVlXbAjgO4D67tPebu34AICJBAAYDUABjqslyGMDDdvldATwI4Eg1eScDKLDPfwWjAWyuR3Xpymr7Tr81fhfbA1gJ4CMR6QAAItIRwLcAugGYBqAjgHAA6wG8JyJTqxzrawAPAcitppxHATwA4CYAUQDuAzCjwWdE1MwY0KlGImISkfkicsRowXwkIt7GtiCj1TPVaCEVishjInKziOwXkSIRed3uWFNE5BsReV1ETotIqojcXo/qPAzgOwD/C2tArmoTgEG2P/wARgHYjyp/yEWkDYBfA3gcQA8R6X+F76ADgFBYg0jVbd1F5L/G+eSJyBq7bSoi3Y3l/xWRN0TkMxE5KyLfi0iIXd47RSTNOM4K45jVtqxFpKeIbDVapmki8mAN+V6G9QLodaO1+7qRfquI7DLK2iUit9awfyfj5zjXWB8oIjuMn+s++9au0RPwJ+Pne1ZEvhQR34Z8p/ZUtQJAPIDWAGzf12oAy1T1MVXdp6qlqlqsqusADALwO9t3a2x7TVW/BlBeTRGTAbyqqidUNQfAqwCm1FYnomsZAzrV5klYWzBDAXQGUAjgjSp5fgWgB4BYAK8B+AOAOwBEAnhQRIZWyXsEgC+ABQDW2y4Q6uBhAO8bn7tExL/K9osANgKYYJf/X9UcZxyAYgAfA9iC6i8O7N0F4CtVrS4g/AnAlwA6AAgE8PdajjMBwEIjbwaAlwHACHxrATwHwAdAGoCagmwbAFthDWo3GsdcISIRVfOq6h8AbAfwhNHT8oTxXX8GYLlR1l8BfCYiPlXKCQbwXwCvq+orIhJg7LcIgDeAZwCsExE/u90mAphq1MvdyFOT2r5T+3q4ApgO688r3fhdKlPVeBHpIiLbjAvNOBHZqaqFAP4vgJm1HddOJIB9duv7jDSi6xIDOtXmMQB/MFowJQBeBPBr4w+tzZ9U9aKqfgngHIAPVPUno8WzHYD9fc2fALymqmWqugbW4DX6SpUQkUEAzAA+UtXdsF4UTKwm678APCwi7WG9CEmoJs9kAGuMYLIawAQRcaul+Nq6hsuMenU2voPaHl7boKo7VdUC60VJHyP9HgDJqrre2LYc1XcPA8C9ADJV9R1VtajqHgDrAMTUUm7Vc0lX1VXG/h8ASIW1q9kmAkAigAWq+paR9hCAzaq6WVUrVHUrgCSj7jbvqOphVb0A4CO786upHrXdwhgoIkWwfg+/ATBWVU8DGAngQyPPUgA7APjD+nO29bTsBdCzlmPbawvgtN36aQBteR+drlcM6FQbM4ANRjdrEYBDsHZd2reOT9ktX6hmva3deo5eOhtQFqwt/yuZDOBLVc0z1lejmpa1EVD9YO0l+NQILpVEpAuA4bAGVMDaovdADRcVImKCNYh8UUO9ngUgAHaKSLKITKvlHOyD9Hn88r10BpBtdw4K4EQNxzAD+JXt52H8TCbBeh+5LjrD+p3bywIQYLc+CUAOrL0G9uXGVCl3EIBOdnlqOr9L1OE7BYDvVLW9qvqq6kBV/beRfqNRNwDoDWC1cWHyOQDb70YXuzxXUgzgBrv1GwAUV/kdJbpuMKBTbbIB3G38cbV9PIzWd0MEVGn9dAXwY207iEhrWB9uGyoiuSKSC2A2gJtE5KZqdnkPwO9QfXf7/8D6O7/JOM5RWAN6Td3uNwPIUtWfq9uoqrmq+oiqdob1YaoVtvvm9XAS1u56ANYnr+3Xq8gG8N8qP4+2qlpTF3PVwPQjrMHZXldcGgBfhDU4rhYRF7tyV1Upt42qLr7i2V2u1u/0CvLwy0XEAQATRcRVREYB8DW++5cBvF3H4yXD+kCczU1GGtF1iQGdavMPAC+LiBkARMRPqrwaVk83AnhKRNxEJAbWp5Ptu15dRcTD7uMG6z38cli7gvsYn3BYu/Ore0p9OawtwP9XzbbJsN7H7mP3GQ/gnqr3kQ33wHrvuFoiEiMituBbCGsAragpfw0+A9BbRB4wbmU8jppb3J8CCBWR/zG+QzexPoQYXkP+U7A+DW6z2djfFghjYf1eP7XLUwZrF34bAP8yWtTvAbhPRO4SERfjZzPM7tzro9bv9Aq2wfpAI2C9R38rrBcbsbDe838bwLOqusu2g4i0EhEPY9XdqLvtovJfAOaISICIdIb1QvB/G1g3ombHgE61WQbgEwBfishZWJ8y/9VVHO97WB+gy4O1JfVrVc232/4mrN30ts87sAbhd1T1uNEizlXVXACvA5hU5X4+VLVAVb+q2m0qIgNhbZ2+YX8cVf0E1ofUflNNfa90r/dmAN+LSDGs39PT9X333LiNEAPgLwDyYQ2wSQBKqsl7FsCdsD4M9yOs3dxLALSqmtewDNZnHgpFZLnxXd8La+DKh/WWwb12tzJs5ZTC+vCgP6xPmecAuB/A7wH8DGsQnYuG/f1o8CuARtd7BxGZpKrZqjpCVTup6lRVHQ7gDlX9qspuabD+LgXA+hDkBfzSSxEH69sRBwAchPVCI64hdSO6FghvF1FTEOvgLtNVdVBz16UujKfo9wAIaMp7qkaL+ASASaqa2FTlNoXG+E6NJ+6/hLVX4Z+w3jbpBOs76b9S1Xtr2Z3IqbGFTlS9dgB+1xTB3OjKbi/WEfB+D+uDdt85utxmcNXfqfH8xi2wvqaYAOsAQf81jj3l6qtIdP1yvXIWopZHVQ/DOvpcU7gF1if33QGkAHig6hP6zqCxvlNVPQPrOAYLrrpSRE6EXe5EREROgF3uRERETqAldrmzS4KIqP6uegS93bt33+jq6vo2gF5gg7K+KgActFgs06Ojo3+qLkNLDOhERNQMXF1d3+7YsWO4n59foclkYuOqHioqKuTnn3+OyM3NfRvVzzjJKyQiImoyvfz8/M4wmNefyWRSPz+/07D2blSfpwnrQ0RELZuJwbzhjO+uxrjNgE5EROQEeA+diIiaRUjHqOjGPN6R3P2765N/zpw5ndu2bVv+0ksvnbpybquMjAy3SZMmBefl5bmJCCZPnvzz888//xMAnDp1ymXs2LHdcnJyWgUEBJRs3LjxqJ+fX/mePXs8pk6dGpSSkuI5f/78HPvy/vSnP934r3/9y09V8fDDD//8wgsvVPvAW12whU5ERFRHbm5uePXVV08cOXIkedeuXYdWrlx54+7duz0AYMGCBZ2GDRt2Nisr6+CwYcPOvvDCCx0B4MYbb7QsW7bs+IwZMy65cNi1a5fHv/71L78ffvjh0KFDh5K/+OKL9gcPHqxpboYrYkAnIqIWY968eR2DgoJ6RUdHh6Wnp7cCgOTk5FaDBw/uERkZGR4dHR22Z88eDwDIzs52HTlyZEhYWFhEWFhYxNatW9uYzeayQYMGnQeADh06VISEhFw4fvy4OwB88cUX7WfMmJEPADNmzMj//PPPOwBAQECAZejQoefd3NwueX7gwIEDrfv27Vvs5eVV4ebmhttuu+3shx9+2L6h58aATkRELcL27ds9N2zY4H3gwIGUrVu3pu/bt68NAEyfPt28YsWK48nJyYdeeeWVEzNnzuwKAI899ljXwYMHn01LS0tJTk5O6dev30X746WlpbmnpKR4Dh06tBgA8vPzXc1mcxkAdOnSpSw/P7/W29p9+vS5sHPnTq/c3FyXs2fPmrZu3douOzvbvaHnx3voRETUIiQmJra95557iry8vCoA4M477yy6ePGiac+ePW1jYmJCbPlKS0sFAHbs2OG1du3aYwDg6uoKHx+fclue06dPm8aNGxeyePHibG9v74qqZZlMJojUPhZPv379Lj799NO5t99+e2jr1q0rIiMjz7u4uDT4/BjQiYioxaqoqICXl5clNTU1pa77lJSUyOjRo0NiYmIKJk+eXGRL9/HxsWRlZbmZzeayrKwsN29vb8uVjjV79uy82bNn5wHAE088ERAYGFjaoBMBu9yJiJze+5EP4f3IhyrXU6fFVH6qU5D0GQqSPmuq6jWZESNGFG/evLl9cXGxFBYWmrZu3dre09OzIjAwsDQ+Pr4DYA3w3377bWsAuO22286+8sorfgBgsViQn5/vUlFRgQkTJphDQ0Mvvvjii5c85HbXXXcVxcXF+QBAXFycz6hRo4quVKecnBxXAEhPT3f/7LPP2k+fPr2goefHFjoRETWL+r5mdrUGDRp0fuzYsQW9evWK9PHxKYuKijoHAB988MHRRx55xLxkyZJOFotFxo4dW3DLLbdcePPNN49PmTLFHBoa6msymfD6669nlZeXS0JCgk+PHj0u9OzZMwIAFi5cmBMbG3t64cKFJ8eOHRtiNpt9AwICSjds2HAEAI4fP+568803R5w7d85FRDQuLs7/0KFDB729vSvGjBkTUlRU5Orq6qqvvfbacV9f3/LazqE2LXH61BZ3wkTUstla55OS3wOAS1rmPeM/viy/rXXu3X+0ffJVT86yb9++zJtuuinvao/Tku3bt8/3pptuCqpuG7vciYiInAADOhERkRNgQCciInICDOhEREROwKEBXURGiUiaiGSIyPxqts8RkRQR2S8iX4mI2W5buYjsNT6fOLKeRERE1zuHvbYmIi4A3gAwEsAJALtE5BNVtX95fw+A/qp6XkRmAvgLgFhj2wVV7eOo+hERETkTR76HPgBAhqoeBQAR+RDA/QAqA7qqJtrl/w7AQyAiohZheLcRjTp9auLRbU36XvuOHTtaz5o1y1xcXOxiMpl07ty5Jx955JFCAEhNTXV/8MEHuxUVFbn27t37/Lp16455eHjoiy++6L9q1SpfFxcX9fHxsbz77ruZoaGhpQDw97//3Wfp0qWdAOCZZ545+eSTT+bXpz6O7HIPAJBtt37CSKvJbwF8brfuISJJIvKdiDxQ3Q4i8qiRJ0lEDl51jYmIiOqgrKwMbdu2rVi1atWxjIyM5C+//DL997//fZe8vDwXAJgzZ07gE088cer48eMH27VrZ1m2bJkvAERHR5/fu3fvocOHD6c88MADhbNnzw4ErHOpL1mypPPOnTsPJSUlHVqyZEnnn3/+uV4Du18TD8WJyEMA+gN4xS7ZrKr9AUwE8JqIhFTdT1XfUtX+Rr6LVbcTEdEvvh4ai6+Hxl45oxNLS0tzDw4Ojhw/fnxQUFBQrzFjxgQnJCR49evXr6fZbO6VmJjomZiY6NmnT5+e4eHhEX379u25b9++VgCwfPlynxEjRnQfOHBg6K233hoWFRVV0rt37xIACAoKKvP29racPHnS1Rg+1mvq1KmFADBt2rT8TZs2tQeA++6776xtcphBgwYVnzx50h0AEhIS2g0ZMuSMv79/uZ+fX/mQIUPOrF+/vl19zs2RXe45ALrYrQcaaZcQkTsA/AHAUFUtsaWrao7x71ER+Q+AvgCOOLC+RETUAmRnZ3usWbPmaHR0dGZUVFT4+++/75OUlJS6evXq9i+//HKnjz766NiuXbtS3dzckJCQ4PXss88Gbtmy5QgAJCcne+7fvz/Z39//kiFaExMTPcvKyiQiIqLk1KlTrl5eXuVubm4AgKCgoNJTp05dNi1qXFyc3x133HEaAHJyctzsJ2YJCAgozcnJcavPeTkyoO8C0ENEgmEN5BNgbW1XEpG+AOIAjFLVn+zSOwA4r6olIuIL4DZYH5gjIiK6KgEBASUDBgy4AAChoaEXRowYccZkMqFfv37nFy1a1LmgoMAlNjY2ODMz00NEtKysrHLY28GDB5+pGsyzsrLcpk6d2m3lypXH6jr96YoVK7z37dvnGRcXl9ZY5+WwLndVtQB4AsAWAIcAfKSqySLykoiMMbK9AqAtgI+rvJ4WDiBJRPYBSASwuMrT8URERA3i7u5eOaeHyWSCh4eHAoCLiwvKy8tl3rx5AUOHDj2bnp6evGnTpozS0tLKWOnp6XnJ3OcFBQWmu+++u/uCBQtybr/99nMA4O/vbzl79qxLWVkZACAzM9Pd39+/svWdkJDgtXTp0k6bN2/OaN26tQJAQEBA2YkTJypb8Tk5Oe4BAQFl9Tkvh862pqqbAWyukvaC3fIdNey3A0BvR9aNiIioOmfOnHGxdX/HxcX51pTv4sWLMnr06O4TJkzIt90vB6wXCQMHDjz7zjvvdHj00UcL4+Pjfe69994iAPjmm29aP/nkk+bNmzenBwQEVM6X/sADD5x+6aWXAmwPwv33v/+94W9/+9uJ+tSb06cSEV2nQjpGAQCO5O5v5po0TFO/ZlZX8+bNy50+fXrwkiVLOo8cObKopnzx8fEddu3a1bawsNB19erVvkbasVtvvfXCq6++eiI2NjZk0aJFAZGRkeeffvrpPACYO3dul/Pnz7vExMSEAEDnzp1Lt23bluHv718+d+7cH6Ojo8MB4Nlnn/2xatf+lTjN9KkikmQ87X4lznHCRNTi1TWg26ZPNftae3B9Q37pNeb0qdcXTp9KRETk5BjQiYiInAADOhERkRPgQ3FERNe54d1GVC4nHt3WjDWh5sQWOhGRE5kaPg5Tw8fVOX/W4seRtfhxB9aImgoDOhERkRNglzsRETWLqeHjGnX61HcOra/Te+19+/btuWfPntT6Hv/NN9/0/tvf/tYRANq0aVOxYsWKrFtuueUCAKxdu/aGZ555pmtFRQUeeuihvD//+c+5ADBmzJjg/fv3t3Fzc9M+ffqce++997JatWqlFRUVmDZtWpdt27a18/DwqIiPj88cNGjQ+frWyR5b6ERE1KI0JJgDQPfu3Uu++eabtMOHD6c899xzP86YMcMMABaLBbNnz+66efPmw4cPH05et26d9+7duz0AYNKkSQVHjx49mJaWlnzx4kV57bXXfAHg448/bnf06FGPzMzMg2+++WbWrFmzul7teTGgExFRi+Lp6dn3008/9Ro+fHh3W9rDDz/cdfny5T4AEBAQ0Hv27NmdIyIiwkNDQyP27NnjAQAjR4485+fnVw4Aw4cPP5ebm+sOAP/5z3/amM3mkoiIiFIPDw8dN25cwdq1a9sDQGxs7GmTyQSTyYT+/fufs43XvnHjxvaTJk3KN5lMuP3228+dOXPGNSsrq16zq1XFLncioiZgG60NACYlvwcASJ0WA6D20dqAy0Zsq5NFvSZVLgdf/SBvLY6vr68lJSXl0OLFi/0WL17sv2bNmiz77X//+999hw8ffhoAsrOz3QMCAionXwkMDCz9/vvv29rnLykpkTVr1vj89a9/zQaAkydPugUFBVXu06lTp9KsrCw3s9lcrwlZ7LGFTkREVMXEiRMLAWDAgAHns7OzW9lv27Rpk9d7773nu2zZsjpPnjJ58uSuAwcOLB41alRxY9fVhi10IiJqcdzc3LSi4pcx7UtKSi7pxrBNqerq6qoWi6Vy2/fff9961qxZ5s8++yy9Y8eO5QDQpUuX0pycnMqpT0+cOHFJi/13v/tdp7y8PNctW7YcsaV16tSpLDMzs3KfkydPul9N6xxgC52IiADkfry08tMShISElGRkZLS+cOGC5OXluXz99dc3XGmf9PR095iYmJD4+PhjUVFRJbb0oUOHnsvMzPRITU11v3jxoqxfv957/PjxRQDw17/+1Xfbtm3tEhISjrq4uFQea8yYMUXvv/++T0VFBb766qs2Xl5e5Vcb0NlCJyKiZlHX18wam4ige/fuZffdd19hz549IwMDA0siIyOv+MrYH//4x05FRUWuTz75pBmwtt4PHjx4yM3NDa+++urxUaNGhZaXl2PixIl5/fv3vwgAzz77rLlTp04l/fv3DweAe++9t3Dp0qUnH3zwwdOfffZZO7PZ3Kt169YVb7/9dubVnhcDOhERtRi5ubku7dq1swDAP/7xjxMALrsPnpOTc8C2PGTIkPM7d+5MAwDjwbisqvkB69PssbGxp6umWyyWai9aTCYTVq1adbxhZ1E9drkTEVGLkJmZ6TZw4MDwxx9//FRz18UR2EInIqIWISgoqCwzM/Ngc9fDUdhCJyIicgIM6ERERE6AAZ2IiMgJMKATERE5AT4UR0TUxL4eGgsA8A1p5oo0s0W9JjXq9Kl/PPh+k7zXfq1Oo8oWOhERUT1cq9OoMqATEVGLcebMGdOwYcO6h4WFRfTo0SPyn//8Z4ft27d73nzzzWGRkZHhgwYN6mGbxnTAgAFhU6dO7dKzZ8+IHj16RCYmJnoC1+40qgzoRETUYqxfv/6Gjh07lqWlpaWkp6cnjxs37sxTTz3VdePGjUeSk5MPTZ48Oe+ZZ54JsOW/cOGCKTU1NWX58uVZjz76aHDV411pGlX7SVuAX6ZRHT169Gmg5mlUG3JuvIdOREQtRr9+/S784Q9/6DJz5syA+++//7SPj48lPT299YgRI0IBoKKiAn5+fpWTpEycOLEAAO6+++7i4uJiU15enouvr2858Ms0qjt27Eita/mOnEaVAZ2IiFqMqKiokh9++CFl3bp17Z5//vmAIUOGnOnevfuFvXv3VhuURaTa9WtxGlV2uRMRUYuRmZnp5uXlVTFr1qyCOXPm5CYlJbUpKChw/fe//90GsHaJJyUledjyf/DBBx0AYMuWLW29vLzKfXx8yq/VaVQd2kIXkVEAlgFwAfC2qi6usn0OgOkALAB+BjBNVbOMbZMB/NHIukhV33VkXYmIGsvU8HGVy+8cWt+MNbm2NdVrZvZ2797d+rnnngs0mUxwdXXVFStWZLm6uupTTz3V9ezZsy7l5eUyc+bMU7bpTz08PDQ8PDzCYrHIW2+9dQy4dqdRdVhAFxEXAG8AGAnr9HS7ROQTVU2xy7YHQH9VPS8iMwH8BUCsiHgDWACgPwAFsNvYt9BR9SUiIuc3fvz4M+PHj0+pmp6UlJRWXf4pU6bkx8fHZ9unXavTqDqyy30AgAxVPaqqpQA+BHC/fQZVTVRV2wv03wEINJbvArBVVQuMIL4VwCgH1pWI6KoN7zYCw7uNaO5qUAvlyC73AAD2VzUnAPyqlvy/BfB5LfsGVN1BRB4F8Kix6tvgmhJRs0udFlO53DP+42asSf2EdIyqXO7qyT9DzmTnzp3VttqvVdfEU+4i8hCs3etD67Ofqr4F4C3jGEkOqBoRkcNlLX68ctk8/41mrAldzxzZ5Z4DoIvdeqCRdgkRuQPAHwCMUdWS+uxLREREVo5soe8C0ENEgmENxhMATLTPICJ9AcQBGKWqP9lt2gLgzyLSwVi/E8BzDqwrEdE1IffjpQAA9+DwZq4JXW8cFtBV1SIiT8AanF0AxKtqsoi8BCBJVT8B8AqAtgA+Nl7WP66qY1S1QET+BOtFAQC8pKoFjqorETWt9yMfqlyelPzeFfMXJH1Wuezdf7RD6kR0vXPoPXRV3Qxgc5W0F+yW76hl33gA8Y6rHRERNaf3Ix9q1OlTJyW/V6/32ufMmdO5bdu25S+99NKpuu6TkZHhNmnSpOC8vDw3EcHkyZN/fv75538CgFOnTrmMHTu2W05OTquAgICSjRs3HvXz8ytvyHSrDcGR4oiIiOrIGDzmxJEjR5J37dp1aOXKlTfapkhdsGBBp2HDhp3Nyso6OGzYsLMvvPBCR6Bh0602BAM6EZEDLeo1CYt6TWruapBh3rx5HYOCgnpFR0eHpaentwKA5OTkVoMHD+4RGRkZHh0dHbZnzx4PAMjOznYdOXJkSFhYWERYWFjE1q1b25jN5rJBgwadB4AOHTpUhISEXDh+/Lg7AHzxxRftZ8yYkQ8AM2bMyP/88887AA2bbrUhGNCJ6BKp02IueSecyFls377dc8OGDd4HDhxI2bp1a/q+ffvaAMD06dPNK1asOJ6cnHzolVdeOTFz5syuAPDYY491HTx48Nm0tLSU5OTklH79+l20P15aWpp7SkqK59ChQ4sBID8/39U2DnuXLl3K8vPzL7utXd/pVuvjmngPnYiIyNESExPb3nPPPUVeXl4VAHDnnXcWXbx40bRnz562MTExIbZ8paWlAgA7duzwWrt27TEAcHV1hY+PT7ktz+nTp03jxo0LWbx4cba3t3dF1bJMJtNlM7U1ZLrV+mBAJyKiFquiogJeXl6W1NTUy8Z3r0lJSYmMHj06JCYmpmDy5MlFtnQfHx9LVlaWm9lsLsvKynLz9va22LY1ZLrV+mKXOxE1q6+HxuLrobGXpGUtfvyS0dOIGsOIESOKN2/e3L64uFgKCwtNW7dube/p6VkRGBhYGh8f3wGwBvhvv/22NQDcdtttZ1955RU/wPoAW35+vktFRQUmTJhgDg0Nvfjiiy9e8nT8XXfdVRQXF+cDAHFxcT6jRo0qAoCGTLfaEGyhExFRs6jva2ZXa9CgQefHjh1b0KtXr0gfH5+yqKiocwDwwQcfHH3kkUfMS5Ys6WSxWGTs2LEFt9xyy4U333zz+JQpU8yhoaG+JpMJr7/+elZ5ebkkJCT49OjR40LPnj0jAGDhwoU5sbGxpxcuXHhy7NixIWaz2TcgIKB0w4YNR4CGTbfaEAzoRNSi2Aa1qcuANsAvg9pwQBvnsGTJktwlS5Zc9q739u3b06umdenSxfLVV18dqZquqtVeiHTs2LH822+/PVw1vSHTrTYEu9yJqFGFdIy6ZAYyImoaDOhEREROgAGdiIjICfAeOhE51NTwcZXL7xxa34w1IXJuDOhELZjtATGzb1llmq8xvIb9a2Pm+W8A4ANiRNcydrkTERE5AbbQiYioWXw9NLZRp08d9N81Tfpe+44dO1rPmjXLXFxc7GIymXTu3LknH3nkkUIASE1NdX/wwQe7FRUVufbu3fv8unXrjnl4eOiLL77ov2rVKl8XFxf18fGxvPvuu5mhoaGlADB48OAee/fubdO/f//ixMTEjPrWhy10Irpm5X68FLkfL23uahBdpqysDG3btq1YtWrVsYyMjOQvv/wy/fe//32XvLw8FwCYM2dO4BNPPHHq+PHjB9u1a2dZtmyZLwBER0ef37t376HDhw+nPPDAA4WzZ88OtB3zmWeeyY2LizvW0DoxoBMRUYuRlpbmHhwcHDl+/PigoKCgXmPGjAlOSEjw6tevX0+z2dwrMTHRMzEx0bNPnz49w8PDI/r27dtz3759rQBg+fLlPiNGjOg+cODA0FtvvTUsKiqqpHfv3iUAEBQUVObt7W05efKkqzF8rNfUqVMLAWDatGn5mzZtag8A991331nb5DCDBg0qPnnyZOVY7vfff//ZG2644bKJXuqKXe5ERNSiZGdne6xZs+ZodHR0ZlRUVPj777/vk5SUlLp69er2L7/8cqePPvro2K5du1Ld3NyQkJDg9eyzzwZu2bLlCAAkJyd77t+/P9nf37/c/piJiYmeZWVlEhERUXLq1ClXLy+vcjc3NwBAUFBQ6alTpy6bFjUuLs7vjjvuaJRR4gAGdCJqoewnhPENsTaKesZ/3FzVoSYUEBBQMmDAgAsAEBoaemHEiBFnTCYT+vXrd37RokWdCwoKXGJjY4MzMzM9RETLysoq50EdPHjwmarBPCsry23q1KndVq5ceczFxaVOdVixYoX3vn37POPi4tIa67zY5U5ERC2Ku7u72pZNJhM8PDwUAFxcXFBeXi7z5s0LGDp06Nn09PTkTZs2ZZSWllbGSk9Pz0u6xAsKCkx333139wULFuTcfvvt5wDA39/fcvbsWZeyMuvroJmZme7+/v6V06ImJCR4LV26tNPmzZszWrdurWgkDOhETsg2nnpLH1N9avi4Swa2IaqLM2fOuAQGBpYCQFxcnG9N+S5evCijR4/uPmHChHzb/XLAepEwcODAs++8804HAIiPj/e59957iwDgm2++af3kk0+aN27cmBEQEGCp4dANwi53ohbCFthCXFpXpgVDasp+1YZ3GwEACGrVvjJtUa9JDi+Xrh9N/ZpZXc2bNy93+vTpwUuWLOk8cuTIopryxcfHd9i1a1fbwsJC19WrV/saacduvfXWC6+++uqJ2NjYkEWLFgVERkaef/rpp/MAYO7cuV3Onz/vEhMTEwIAnTt3Lt22bVsGAERHR4cdPXrU48KFCy7+/v5RK1asyBw/fvyZutabAZ2Irsj26ph7cHgz14To6oSFhZWmp6cn29bXrVuXWd22zMzMg7b05cuX/wgATz31VD6AfFv6rFmzCmbNmlVQXTkRERGlBw4cOFQ1fceOHZdNr2qze/fuq7qfzi53InIKvMVALR1b6ETk9Gxd/QC7+8l5sYVORETkBBjQiYiInAADOhERkRNgQCciInICfCiOiIiaReq0mEadPrVn/Md1eq+9b9++Pffs2ZNa3+O/+eab3n/72986AkCbNm0qVqxYkXXLLbdcAIC1a9fe8Mwzz3StqKjAQw89lPfnP/85FwDGjBkTvH///jZubm7ap0+fc++9915Wq1atdM+ePR5Tp04NSklJ8Zw/f37OSy+9dKq+9amKLXSia1DqtJjKD9XP8G4jKj/1lbX4cWQtftwBtaJrSUOCOQB079695Jtvvkk7fPhwynPPPffjjBkzzABgsVgwe/bsrps3bz58+PDh5HXr1nnv3r3bAwAmTZpUcPTo0YNpaWnJFy9elNdee80XAG688UbLsmXLjs+YMeOqA7mNQwO6iIwSkTQRyRCR+dVsHyIiP4iIRUR+XWVbuYjsNT6fOLKeRM6socGNyFl5enr2/fTTT72GDx/e3Zb28MMPd12+fLkPAAQEBPSePXt254iIiPDQ0NCIPXv2eADAyJEjz/n5+ZUDwPDhw8/l5ua6A8B//vOfNmazuSQiIqLUw8NDx40bV7B27dr2ABAbG3vaZDLBZDKhf//+506cOOFulGEZOnToeTc3t6Yby11E2onIYhFJFZECEckXkUNGWvta9nMB8AaAuwFEAPiNiERUyXYcwBQAq6s5xAVV7WN8xtT1hIiIiK6Wr6+vJSUl5dC0adN+Xrx4sX/V7X//+999hw8ffhoAsrOz3QMCAionXwkMDCzNycm5ZLrUkpISWbNmjc/o0aMbbbrUqurSQv8IQCGAYarqrao+AIYbaR/Vst8AABmqelRVSwF8COB++wyqmqmq+wE0eEJ3IiKixjZx4sRCABgwYMD57OzsVvbbNm3a5PXee+/5Llu27ERdjzd58uSuAwcOLB41alRxY9fVpi4BPUhVl6hqri1BVXNVdQkAcy37BQDItls/YaTVlYeIJInIdyLyQHUZRORRI08SgBpnxCEiIrLn5uamFRW/tCVLSkouGULQNqWqq6urWiyWym3ff/9961mzZpkTEhIyOnbsWA4AXbp0uaRFfuLEiUta7L/73e865eXluf7zn/+0j4mNri4BPUtEnhWRyi4HEfEXkXm4NGA3NrOq9gcwEcBrIhJSNYOqvqWq/Y18eQ6sCxEROZGQkJCSjIyM1hcuXJC8vDyXr7/++oYr7ZOenu4eExMTEh8ffywqKqrElj506NBzmZmZHqmpqe4XL16U9evXe48fP74IAP7617/6btu2rV1CQsJRFxcXB55R3V5biwUwH8B/ReRGI+0UgE8APFjLfjkAutitBxppdaKqOca/R0XkPwD6AjhS1/2JiOjaVtfXzBqbiKB79+5l9913X2HPnj0jAwMDSyIjI89fab8//vGPnYqKilyffPJJM2BtvR88ePCQm5sbXn311eOjRo0KLS8vx8SJE/P69+9/EQCeffZZc6dOnUr69+8fDgD33ntv4dKlS08eP37c9eabb444d+6ci4hoXFyc/6FDhw56e3s3+Bb0FQO6qhYCmGd86mMXgB4iEgxrIJ8Aa2v7ikSkA4DzqloiIr4AbgPwl3qWT0REdInc3FyXdu3aWQDgH//4xwlYbwdfIicn54BteciQIed37tyZBgBr1qzJApBV3XFjY2NPx8bGXvbAm8ViqfaipWvXrpZTp07tb9hZVO+qXlsTkak1bVNVC4AnAGwBcAjAR6qaLCIvicgYY/+bReQEgBgAcSJim6M2HECSiOwDkAhgsaqmXE1diYioZcvMzHQbOHBg+OOPP95o735fS652pLiFAN6paaOqbgawuUraC3bLu2Dtiq+63w4Ava+ybkRERJWCgoLKMjMzDzZ3PRzligFdRGrqEhAAl72bR0RERE2vLi10fwB3wfreuT0BsKPRa0RE1MxyP15aueweHN6MNSGqu7oE9E8BtFXVvVU3GE+fE9FVeD/yocpls28ZAMDX7iVN29ji5vlvVKYVJH0GAPDuP7oJakhE14O6POX+21q21empdSIiInKsej0UJyLeAIIB/KSqDh3xhshZTQ0fBwAIcWkNAAiG1JadyGllLX68UadPNc9/o0nea79Wp1Gt02trIhIsIhsAvAXrK2YLRWSTiPg1tGAiIqLr0bU6jWpdZlsLBLAGwDxV/bWqzlfVaQCeA/AXERktIl1qPwoREVHzO3PmjGnYsGHdw8LCInr06BH5z3/+s8P27ds9b7755rDIyMjwQYMG9cjKynIDgAEDBoRNnTq1S8+ePSN69OgRmZiY6Alcu9Oo1qWF/gKA+ap6WETWishpEfkWwNcAXACcBPD81VaEiIjI0davX39Dx44dy9LS0lLS09OTx40bd+app57qunHjxiPJycmHJk+enPfMM89UTiR24cIFU2pqasry5cuzHn300eCqx7uWplGtyz30fqr6qLGsAHqr6nER6Qpgqar+ICIDGrtiRM4gpGMUAOBIbqOO8EhEDdSvX78Lf/jDH7rMnDkz4P777z/t4+NjSU9Pbz1ixIhQAKioqICfn1+ZLf/EiRMLAODuu+8uLi4uNuXl5bn4+vqWA79Mo7pjx47UupbvyGlU6xLQ3UTE1RjKtRt+eR+9yFgHOJ85ERFdB6Kiokp++OGHlHXr1rV7/vnnA4YMGXKme/fuF/bu3VttUBaRatdt06h+9tln6fWdRnXLli0OmWisLl3uiQDuN5YXAPhKRD4AsBXASyJyO4DvHVE5IiKixpSZmenm5eVVMWvWrII5c+bkJiUltSkoKHD997//3QawdoknJSV52PJ/8MEHHQBgy5Ytbb28vMp9fHzKr9VpVOvSQv8zgC9EJFVVPxWRzQB8YZ1/PAzAewDuc0jtiIjIaTXVa2b2du/e3fq5554LNJlMcHV11RUrVmS5urrqU0891fXs2bMu5eXlMnPmzFO26U89PDw0PDw8wmKxyFtvvXUMuHanUa3LwDI/iUgMgBUi8hOA7wCUAxgI63znk1T1x/oWTERE1NTGjx9/Zvz48ZfN3pmUlJRWXf4pU6bkx8fHXzLuyrU6jWqdBpZR1SMA7hKRHgBuMpIXq2qdHwQgoqvD8cWJqDZ1mW3NA8BjALoDOABgpfGAHBERkdPauXNnta32a1VdHop7F0B/WIP53QCW1p6diIiImlpdutwjVLU3AIjISgA7HVslIiIiqq+6tNArX7BnVzu1NKnTYpA6Laa5q0FEdEV1aaHfJCJnjGUB0NpYFwCqqjc4rHZERERUJ3V5bc0xb8ATEVGLlvvx0kadPrVjzDP1eq99zpw5ndu2bVtenylLMzIy3CZNmhScl5fnJiKYPHnyz88///xPAHDq1CmXsWPHdsvJyWkVEBBQsnHjxqN+fn7ltU23GhMTE/TVV1+1M4agTa5P/auq0/SpREREBBiDx5w4cuRI8q5duw6tXLnyRtsUqQsWLOg0bNiws1lZWQeHDRt29oUXXugI1DzdKgBMmzYt75NPPklvjLoxoBMRUYsxb968jkFBQb2io6PD0tPTWwFAcnJyq8GDB/eIjIwMj46ODtuzZ48HAGRnZ7uOHDkyJCwsLCIsLCxi69atbcxmc9mgQYPOA0CHDh0qQkJCLhw/ftwdAL744ov2M2bMyAeAGTNm5H/++ecdgJqnWwWsk774+fk1yvNpdRpYhoiI6Hq3fft2zw0bNngfOHAgpaysDH369Ino27fv+enTp5vfeuutrN69e5ds27atzcyZM7t+9913hx977LGugwcPPvvCCy8csVgsOH369CW3oNPS0txTUlI8hw4dWgwA+fn5rmazuQwAunTpUpafn39ZjLWfbrWxMaATEVGLkJiY2Paee+4p8vLyqgCAO++8s+jixYumPXv2tI2JiQmx5SstLRUA2LFjh9fatWuPAYCrqyt8fHzKbXlOnz5tGjduXMjixYuzqxt33WQyXTZTW0OmW60PBnSiJjC824jK5aBW7ZuvIkR0iYqKCnh5eVlSU1MvG9+9JiUlJTJ69OiQmJiYgsmTJxfZ0n18fCxZWVluZrO5LCsry83b27uyK7266VYbG++hExFRizBixIjizZs3ty8uLpbCwkLT1q1b23t6elYEBgaWxsfHdwCsAf7bb79tDQC33Xbb2VdeecUPACwWC/Lz810qKiowYcIEc2ho6MUXX3zxkqfj77rrrqK4uDgfAIiLi/MZNWpUEQDUNN1qY2MLnYiImkV9XzO7WoMGDTo/duzYgl69ekX6+PiURUVFnQOADz744OgjjzxiXrJkSSeLxSJjx44tuOWWWy68+eabx6dMmWIODQ31NZlMeP3117PKy8slISHBp0ePHhd69uwZAQALFy7MiY2NPb1w4cKTY8eODTGbzb4BAQGlGzZsOALUPN0qANx3333B3333nVdhYaGrv79/1Pz583+cPXt2XkPOjwGdiIhajCVLluQuWbIkt2r69u3bL3t1rEuXLpavvvrqSNV0Va32QqRjx47l33777eGq6bVNt7pp06Zjdap4HbDLnYiIyAkwoBMRETkBh3a5i8goAMsAuAB4W1UXV9k+BMBrAKIATFDVtXbbJgP4o7G6SFXfdWRd68t+wo6e8R83Y02oIaaGj6tcDnFpDQAIVusrJmbfyvmI4Gu8yJK1+PHKNPP8NwAABUmfVaZ59x/tsLoSEdWFw1roIuIC4A1Y51CPAPAbEYmoku04gCkAVlfZ1xvAAgC/AjAAwAIR6eCouhIREV3vHNnlPgBAhqoeVdVSAB8CuN8+g6pmqup+AFVfyr8LwFZVLVDVQgBbAYxyYF2JiIiua44M6AEAsu3WTxhpjbaviDwqIkkikgTAt6EVJSIiut5d16+tqepbAN4CACOoExHRdaIg6bNGnT7Vu//oJn2vfceOHa1nzZplLi4udjGZTDp37tyTjzzySCEApKamuj/44IPdioqKXHv37n1+3bp1xzw8PPTFF1/0X7Vqla+Li4v6+PhY3n333czQ0NDS2o5VV45soecA6GK3HmikOXrfOgvpGFX5Gd5txCXDcxIREdWkrKwMbdu2rVi1atWxjIyM5C+//DL997//fZe8vDwXAJgzZ07gE088cer48eMH27VrZ1m2bJkvAERHR5/fu3fvocOHD6c88MADhbNnzw4EUOux6sqRAX0XgB4iEiwi7gAmAPikjvtuAXCniHQwHoa700gjIiJqsLS0NPfg4ODI8ePHBwUFBfUaM2ZMcEJCgle/fv16ms3mXomJiZ6JiYmeffr06RkeHh7Rt2/fnvv27WsFAMuXL/cZMWJE94EDB4beeuutYVFRUSW9e/cuAYCgoKAyb29vy8mTJ12N4WO9pk6dWggA06ZNy9+0aVN7ALjvvvvO2iaHGTRoUPHJkyfdAaCmY9Xn3BzW5a6qFhF5AtZA7AIgXlWTReQlAEmq+omI3AxgA4AOAO4TkYWqGqmqBSLyJ1gvCgDgJVUtcFRdiYio5cjOzvZYs2bN0ejo6MyoqKjw999/3ycpKSl19erV7V9++eVOH3300bFdu3alurm5ISEhwevZZ58N3LJlyxEASE5O9ty/f3+yv7//JROsJCYmepaVlUlERETJqVOnXL28vMrd3NwAAEFBQaWnTp1yr1qPuLg4vzvuuOOyqVTtj1Wf83LoPXRV3Qxgc5W0F+yWd8HanV7dvvEA4h1ZP6of27v31/N797bbKpzxjKjlCggIKBkwYMAFAAgNDb0wYsSIMyaTCf369Tu/aNGizgUFBS6xsbHBmZmZHiKiZWVllfOgDh48+EzVYJ6VleU2derUbitXrjzm4lK3XvIVK1Z479u3zzMuLi7tao9lc10/FOcMqptW851D62vdxxkCa31c7SA+IR2jKpe7evJlCKKWzt3dXW3LJpMJHh4eCgAuLi4oLy+XefPmBQwdOvTs1q1bj6SlpbmPGDEizJbf09PzktesCwoKTHfffXf3BQsW5Nx+++3nAMDf399y9uxZl7KyMri5uSEzM9Pd39+/1LZPQkKC19KlSztt3749rXXr1lrbseqDQ78SERHZOXPmjEtgYGApAMTFxdXYCrh48aKMHj26+4QJE/Jt98sB60XCwIEDz77zzjsdACA+Pt7n3nvvLQKAb775pvWTTz5p3rhxY0ZAQIDlSseqD7bQq7AfEvRKLWUb27CgrUKCAQAdY55p/IoRETmZpn7NrK7mzZuXO3369OAlS5Z0HjlyZFFN+eLj4zvs2rWrbWFhoevq1at9jbRjt95664VXX331RGxsbMiiRYsCIiMjzz/99NN5ADB37twu58+fd4mJiQkBgM6dO5du27Yto7Zj1bXeDOhERNRihIWFlaanpyfb1tetW5dZ3bbMzMyDtvTly5f/CABPPfVUPoB8W/qsWbMKZs2aVe0D2xEREaUHDhw4VDV9x44dl02veqVj1RUDOlE95X68FADgHhzezDUhIvoF76ETERE5AQZ0IiJqKhUVFRVy5WxUHeO7qzqZWSUGdCIiaioHf/7553YM6vVXUVEhP//8czsAB2vKw3voRETUJCwWy/Tc3Ny3c3Nze4ENyvqqAHDQYrFMrykDAzoRETWJ6OjonwCMae56OCteIRERETkBttDpksF0QlxaAwCC9ZdbXGbfMgCAb4h13TaQDvDLYDr2r3B59x/tsLoSEVH1GNCbiW188erGFl/Ua1Llsi2w2oIqcHlgtQVV4JfAyqBKRNSyMKDXwhZYa2utVqcg6bPKZQbW2tl6B2w9A8DlFzH23zUvYoiIqsd76ERERE6AAZ2IiMgJMKATERE5AQZ0IiIiJ8CH4qjJDe82onI5qFX75qsIEZETYQudiIjICTCgExEROQEGdCIiIifAgE5EROQE+FBcC2Z7OI0PphERXf/YQiciInICbKG3MLZJYYDqJ4YhIqLrE1voREREToABnYiIyAkwoBMRETkB3kOnJmO7f89790REjc+hLXQRGSUiaSKSISLzq9neSkTWGNu/F5EgIz1IRC6IyF7j8w9H1pOIiOh657AWuoi4AHgDwEgAJwDsEpFPVDXFLttvARSqancRmQBgCYBYY9sRVe3jqPoRERE5E0e20AcAyFDVo6paCuBDAPdXyXM/gHeN5bUAbhcRcWCdiIiInJIjA3oAgGy79RNGWrV5VNUC4DQAH2NbsIjsEZH/isjg6goQkUdFJElEkgDwxiwREbVY1+pDcScBdFXVfBGJBpAgIpGqesY+k6q+BeAtADCCOhERUYvkyBZ6DoAuduuBRlq1eUTEFUA7APmqWqKq+QCgqrsBHAEQ6sC6EhERXdccGdB3AeghIsEi4g5gAoBPquT5BMBkY/nXALapqoqIn/FQHUSkG4AeAI46sK5ERETXNYd1uauqRUSeALAFgAuAeFVNFpGXACSp6icAVgJYJSIZAApgDfoAMATASyJSBqACwGOqWuCouhIREV3vHHoPXVU3A9hcJe0Fu+WLAGKq2W8dgHWOrBsREZEz4dCvREREToABnYiIyAkwoBMRETkBBnQiIiInwIBORETkBBjQiYiInAADOhERkRNgQCciInICDOhEREROgAGdiIjICTCgExEROQEGdCIiIifAgE5EROQEGNCJiIicAAM6ERGRE2BAJyIicgIM6ERERE6AAZ2IiMgJMKATERE5AQZ0IiIiJ8CATkRE5AQY0ImIiJwAAzoREZETYEAnIiJyAgzoREREToABnYiIyAkwoBMRETkBBnQiIiInwIBORETkBBjQiYiInAADOhERkRNwaEAXkVEikiYiGSIyv5rtrURkjbH9exEJstv2nJGeJiJ3ObKeRERE1zuHBXQRcQHwBoC7AUQA+I2IRFTJ9lsAharaHcDfACwx9o0AMAFAJIBRAFYYxyMiIqJqOLKFPgBAhqoeVdVSAB8CuL9KnvsBvGssrwVwu4iIkf6hqpao6jEAGcbxiIiIqBqiqo45sMivAYxS1enG+v8A+JWqPmGX56CR54SxfgTArwC8COA7VX3PSF8J4HNVXVuljEcBPGqseqhqL4ecDBER0TXOtbkrcDVU9S0AbzV3PYiIiJqbI7vccwB0sVsPNNKqzSMirgDaAciv475ERERkcGRA3wWgh4gEi4g7rA+5fVIlzycAJhvLvwawTa33AD4BMMF4Cj4YQA8AOx1YVyIiouuaw7rcVdUiIk8A2ALABUC8qiaLyEsAklT1EwArAawSkQwABbAGfRj5PgKQAsAC4HFVLXdUXYmIiK53DnsojoiIiJoOR4ojIiJyAgzoREREToABnYiIyAkwoBMRETmB63pgmeZgjG53sRmK9gWQ1wzlNmfZLa3c5iyb59wyyuaImk6MAb3+Lqpq/6YuVESSmqPc5iy7pZXbnGXznFtG2SKS1NRlUtNhlzsREZETYEAnIiJyAgzo9ddck8E05yQ0Le2c+V23jLJ5zuRUOFIcERGRE2ALnYiIyAkwoBMRETmBFh/QRaSLiCSKSIqIJIvI00a6t4hsFZF0498ORnpPEflWREpE5JkqxxolImkikiEi85uw3HgR+cl4R77Jzrmm4zRBuR4islNE9hnHWdhU52x3PBcR2SMinzZVuSKSKSIHRGTvlV4/auRy24vIWhFJFZFDInJLU5QtImHGudo+Z0Tk/zTROc82jnFQRD4QEY8m/L6fNspNru18G1juJBHZb/we7RCRm+yOVee/X3SNUtUW/QHQCUA/Y9kLwGEAEQD+AmC+kT4fwBJj+UYANwN4GcAzdsdxAXAEQDcA7gD2AYhwdLnGtiEA+gE42MTnXO1xmqBcAdDWWHYD8D2AgU1xznbHmwNgNYBPm6pcAJkAfJvyZ2xsexfAdGPZHUD7pvyu7f5/5QIwN8HvVwCAYwBaG+sfAZjSRP+negE4CMAT1nFC/g2geyOWeyuADsby3QC+t/t+6/z3i59r89PiW+iqelJVfzCWzwI4BOt/6Pth/UMG498HjDw/qeouAGVVDjUAQIaqHlXVUgAfGsdwdLlQ1f8H63zyTXrOtRzH0eWqqhYbq27Gp9anOxvz+xaRQACjAbxdW5mNXW59NFa5ItIO1gvGlUa+UlUtaoqyq7gdwBFVzWqicl0BtBYRV1iD649NdM7hsAbZ86pqAfBfAOMasdwdqlpopH8HINBYrtffL7o2tfiAbk9EggD0hbXF56+qJ41NuQD8r7B7AIBsu/UTqCW4NWK5V6Wxyq5yHIeXa3R57wXwE4CtqlqnchujbACvAXgWQEVdy2ykchXAlyKyW0QebaJygwH8DOAdsd5ieFtE2jRR2fYmAPigKcpV1RwASwEcB3ASwGlV/bIpyoa1dT5YRHxExBPAPQC6OKjc3wL43Fhu8N8vunYwoBtEpC2AdQD+j6qesd+mqoortACvt3Ibs+zajuOoclW1XFX7wNrCGCAidRqf+mrLFpF7AfykqrvrUl5jlWsYpKr9YO0qfVxEhjRBua6w3s55U1X7AjgHaxfuFTXi75c7gDEAPm6Kco37zffDejHTGUAbEXmoKcpW1UMAlgD4EsAXAPYCKG/sckVkOKwBfd6Vjk3XDwZ0ACLiBut/hvdVdb2RfEpEOhnbO8HaEqxNDi69kg400hxdboM0Vtk1HMfh5doY3b+JAEY1Udm3ARgjIpmwdkuOEJH3mqBcW8sRqvoTgA2wdpM6utwTAE7Y9YCshTXA16qRf853A/hBVU81Ubl3ADimqj+rahmA9bDee26KsqGqK1U1WlWHACiE9b54o5UrIlGw3i66X1XzjeR6//2ia0+LD+giIrDeHzykqn+12/QJgMnG8mQAG69wqF0AeohIsNGimGAcw9Hl1ltjlV3LcRxdrp+ItDeWWwMYCSC1KcpW1edUNVBVg2D9GW9T1Rpbb414zm1ExMu2DOBOWLtnHVququYCyBaRMCPpdgApV6hrY/9u/wZ16G5vxHKPAxgoIp7GMW+H9d50U5QNEbnR+LcrrPfPVzdWucYx1wP4H1W1v1Co198vukbpNfBkXnN+AAyCtTtqP6zdW3thvW/lA+ArAOmwPmnqbeTvCGur5QyAImP5BmPbPbBeTR8B8IcmLPcDWO/1lRnpv22Ksms6ThOUGwVgj3GcgwBeaMqfs90xh+HKT7k31jl3g/XJ430AktG0v199ACQZx0qA8ZR0E5XdBkA+gHZN/H95IawXiQcBrALQqgnL3g7rRdM+ALc3crlvw9rqt+VNsjtWnf9+8XNtfjj0KxERkRNo8V3uREREzoABnYiIyAkwoBMRETkBBnQiIiInwIBORETkBBjQiYiInAADOtF1SERcmrsORHRtYUAncjAReUns5rUWkZfFOuf1XBHZJdb5qRfabU8wJmBJtp+ERUSKReRVEdkHoNY5yYmo5WFAJ3K8eAAPA4CImGAdVjMXQA9Yx2PvAyDabrKVaaoaDaA/gKdExMdIbwPr1Jo3qerXTVh/IroOuDZ3BYicnapmiki+iPSFdRrLPQBuhnU89j1GtrawBvj/B2sQH2ukdzHS82GddWtdU9adiK4fDOhETeNtAFNgHcM7HtYJP/6vqsbZZxKRYbDO9nWLqp4Xkf8A8DA2X1TVK06lSUQtE7vciZrGBlineL0ZwBbjM82YxxoiEmDMstUOQKERzHsCGNhcFSai6wtb6ERNQFVLRSQRQJHRyv5SRMIBfGudARPFAB4C8AWAx0TkEIA0AN81V52J6PrC2daImoDxMNwPAGJUNb2560NEzodd7kQOJiIRADIAfMVgTkSOwhY6ERGRE2ALnYiIyAkwoBMRETkBBnQiIiInwIBORETkBBjQiYiInMD/B2oRZFNlRZ6+AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "boxplot_vis(\"P@10\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "c3bc7934",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "boxplot_vis(\"P@20\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "cf414d72",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "boxplot_vis(\"P@50\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "90ac1e75",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "boxplot_vis(\"P@100\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "46bc8361",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2, ax3) = plt.subplots(1,3, figsize=(12, 4), sharey=True)\n",
    "sns.lineplot(\n",
    "    data=results_df,\n",
    "    x=\"year\", \n",
    "    y=\"P@1\",\n",
    "    hue=\"model\", \n",
    "    palette=\"Paired\",\n",
    "    ax=ax1,\n",
    "    legend=False\n",
    ")\n",
    "ax2.set_ylabel(\"P@10\")\n",
    "sns.lineplot(\n",
    "    data=results_df,\n",
    "    x=\"year\", \n",
    "    y=\"P@10\",\n",
    "    hue=\"model\", \n",
    "    palette=\"Paired\",\n",
    "    ax=ax2,\n",
    "    legend=False\n",
    ")\n",
    "ax3.set_ylabel(\"P@20\")\n",
    "sns.lineplot(\n",
    "    data=results_df,\n",
    "    x=\"year\", \n",
    "    y=\"P@20\",\n",
    "    hue=\"model\", \n",
    "    palette=\"Paired\",\n",
    "    ax=ax3\n",
    ")\n",
    "ax3.legend(bbox_to_anchor=(1.05, 1), loc='upper left', borderaxespad=0)\n",
    "fig.tight_layout()\n",
    "plt.savefig('plots/p_over_time_lineplot.png', bbox_inches = 'tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "cca28440",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.set_theme(style=\"ticks\")\n",
    "sns.violinplot(data=results_df, y='P@20', x='model',palette=\"rocket\", bw=.2, cut=1, linewidth=1)\n",
    "plt.xticks(rotation=45)\n",
    "# plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left', borderaxespad=0)\n",
    "plt.title('P@20 Comparison of different models on average across all time periods.')\n",
    "plt.savefig('plots/P@20_avg_time.png', bbox_inches = 'tight')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3e575164",
   "metadata": {
    "pycharm": {
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}