2_datavoid_curation_check.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "55802ea8-4751-4647-aca6-9b483e4023d4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Requirement already satisfied: networkx in /home/jfg388/.local/lib/python3.12/site-packages (3.3)\n"
     ]
    }
   ],
   "source": [
    "!pip install networkx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "394ec969-72b1-43e1-b143-23fb0460bf36",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------------------------------\n",
      "--- Relation: _film_director_film ---\n",
      "-----------------------------------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/07024']\n",
      "Steven Spielberg /film/director/film Saving Private Ryan\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0gmgwnv']\n",
      "Steven Spielberg /film/director/film Lincoln\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 26\n",
      "Overlap Amount: 36\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/07024']\n",
      "Steven Spielberg /film/director/film Saving Private Ryan\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jqn5']\n",
      "Steven Spielberg /film/director/film E.T. the Extra-Terrestrial\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 35\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/07024']\n",
      "Steven Spielberg /film/director/film Saving Private Ryan\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0hx4y']\n",
      "Steven Spielberg /film/director/film Jurassic Park\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 33\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/07024']\n",
      "Steven Spielberg /film/director/film Saving Private Ryan\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0f4yh']\n",
      "Steven Spielberg /film/director/film Raiders of the Lost Ark\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 34\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/07024']\n",
      "Steven Spielberg /film/director/film Saving Private Ryan\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/director/film Jaws\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 4\n",
      "Overlap Amount: 34\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0gmgwnv']\n",
      "Steven Spielberg /film/director/film Lincoln\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jqn5']\n",
      "Steven Spielberg /film/director/film E.T. the Extra-Terrestrial\n",
      "Good Candidate Ranking: 18\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 46\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0gmgwnv']\n",
      "Steven Spielberg /film/director/film Lincoln\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0hx4y']\n",
      "Steven Spielberg /film/director/film Jurassic Park\n",
      "Good Candidate Ranking: 11\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 43\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0gmgwnv']\n",
      "Steven Spielberg /film/director/film Lincoln\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0f4yh']\n",
      "Steven Spielberg /film/director/film Raiders of the Lost Ark\n",
      "Good Candidate Ranking: 10\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 42\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0gmgwnv']\n",
      "Steven Spielberg /film/director/film Lincoln\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/director/film Jaws\n",
      "Good Candidate Ranking: 9\n",
      "Bad Candidate Ranking: 4\n",
      "Overlap Amount: 38\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jqn5']\n",
      "Steven Spielberg /film/director/film E.T. the Extra-Terrestrial\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0hx4y']\n",
      "Steven Spielberg /film/director/film Jurassic Park\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 44\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jqn5']\n",
      "Steven Spielberg /film/director/film E.T. the Extra-Terrestrial\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0f4yh']\n",
      "Steven Spielberg /film/director/film Raiders of the Lost Ark\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 3\n",
      "Overlap Amount: 43\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jqn5']\n",
      "Steven Spielberg /film/director/film E.T. the Extra-Terrestrial\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/director/film Jaws\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 6\n",
      "Overlap Amount: 39\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0hx4y']\n",
      "Steven Spielberg /film/director/film Jurassic Park\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0f4yh']\n",
      "Steven Spielberg /film/director/film Raiders of the Lost Ark\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 41\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0hx4y']\n",
      "Steven Spielberg /film/director/film Jurassic Park\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/director/film Jaws\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 3\n",
      "Overlap Amount: 42\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0f4yh']\n",
      "Steven Spielberg /film/director/film Raiders of the Lost Ark\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/director/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/director/film Jaws\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 6\n",
      "Overlap Amount: 43\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/director/film', '/m/0gg5qcw']\n",
      "George Clooney /film/director/film The Ides of March\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/director/film', '/m/07w8fz']\n",
      "George Clooney /film/director/film Good Night, and Good Luck.\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 10\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/director/film', '/m/0h03fhx']\n",
      "Ben Affleck /film/director/film Argo\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/director/film', '/m/07kh6f3']\n",
      "Ben Affleck /film/director/film The Town\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 11\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/director/film', '/m/0h03fhx']\n",
      "Ben Affleck /film/director/film Argo\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/director/film', '/m/0dsvzh']\n",
      "Ben Affleck /film/director/film Gone Baby Gone\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 5\n",
      "Overlap Amount: 23\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/director/film', '/m/07kh6f3']\n",
      "Ben Affleck /film/director/film The Town\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/director/film', '/m/0dsvzh']\n",
      "Ben Affleck /film/director/film Gone Baby Gone\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 6\n",
      "Overlap Amount: 42\n",
      "---------\n",
      "-----------------------------\n",
      "\n",
      "\n",
      "-----------------------------------\n",
      "--- Relation: _tv_tv_producer_programs_produced._tv_tv_producer_term_program ---\n",
      "-----------------------------------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015g28']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Band of Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0l76z']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Sex and the City\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 38\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015g28']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Band of Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/02qjv1p']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program The Pacific\n",
      "Good Candidate Ranking: 5\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 34\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015g28']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Band of Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015w8_']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Tiny Toon Adventures\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 36\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015g28']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Band of Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0vhm']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Animaniacs\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 36\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015g28']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Band of Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/06cs95']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Into the West\n",
      "Good Candidate Ranking: 4\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 37\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0l76z']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Sex and the City\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/02qjv1p']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program The Pacific\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 29\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0l76z']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Sex and the City\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015w8_']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Tiny Toon Adventures\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 35\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0l76z']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Sex and the City\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0vhm']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Animaniacs\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 35\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0l76z']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Sex and the City\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/06cs95']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Into the West\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 32\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/02qjv1p']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program The Pacific\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015w8_']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Tiny Toon Adventures\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 32\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/02qjv1p']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program The Pacific\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0vhm']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Animaniacs\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 35\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/02qjv1p']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program The Pacific\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/06cs95']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Into the West\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 4\n",
      "Overlap Amount: 37\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015w8_']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Tiny Toon Adventures\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0vhm']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Animaniacs\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 45\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/015w8_']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Tiny Toon Adventures\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/06cs95']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Into the West\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 44\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/0vhm']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Animaniacs\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/06cs95']\n",
      "Steven Spielberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Into the West\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 38\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0bxtg', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/03cv_gy']\n",
      "Tom Hanks /tv/tv_producer/programs_produced./tv/tv_producer_term/program John Adams\n",
      "Bad Candidate:\n",
      "['/m/0bxtg', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/02kk_c']\n",
      "Tom Hanks /tv/tv_producer/programs_produced./tv/tv_producer_term/program From the Earth to the Moon\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 5\n",
      "Overlap Amount: 12\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0bxtg', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/03cv_gy']\n",
      "Tom Hanks /tv/tv_producer/programs_produced./tv/tv_producer_term/program John Adams\n",
      "Bad Candidate:\n",
      "['/m/0bxtg', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/08bytj']\n",
      "Tom Hanks /tv/tv_producer/programs_produced./tv/tv_producer_term/program Big Love\n",
      "Good Candidate Ranking: 4\n",
      "Bad Candidate Ranking: 6\n",
      "Overlap Amount: 47\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0bxtg', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/02kk_c']\n",
      "Tom Hanks /tv/tv_producer/programs_produced./tv/tv_producer_term/program From the Earth to the Moon\n",
      "Bad Candidate:\n",
      "['/m/0bxtg', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/08bytj']\n",
      "Tom Hanks /tv/tv_producer/programs_produced./tv/tv_producer_term/program Big Love\n",
      "Good Candidate Ranking: 6\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 40\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0gy6z9', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/080dwhx']\n",
      "Mark Wahlberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Boardwalk Empire\n",
      "Bad Candidate:\n",
      "['/m/0gy6z9', '/tv/tv_producer/programs_produced./tv/tv_producer_term/program', '/m/03nt59']\n",
      "Mark Wahlberg /tv/tv_producer/programs_produced./tv/tv_producer_term/program Entourage\n",
      "Good Candidate Ranking: 4\n",
      "Bad Candidate Ranking: 7\n",
      "Overlap Amount: 23\n",
      "---------\n",
      "-----------------------------\n",
      "\n",
      "\n",
      "-----------------------------------\n",
      "--- Relation: _film_actor_film._film_performance_film ---\n",
      "-----------------------------------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/016dj8']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Men in Black\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Jaws\n",
      "Good Candidate Ranking: 28\n",
      "Bad Candidate Ranking: 16\n",
      "Overlap Amount: 11\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/016dj8']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Men in Black\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0c8tkt']\n",
      "Steven Spielberg /film/actor/film./film/performance/film The Blues Brothers\n",
      "Good Candidate Ranking: 20\n",
      "Bad Candidate Ranking: 46\n",
      "Overlap Amount: 43\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/016dj8']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Men in Black\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/013q07']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Austin Powers in Goldmember\n",
      "Good Candidate Ranking: 20\n",
      "Bad Candidate Ranking: 106\n",
      "Overlap Amount: 42\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/016dj8']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Men in Black\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0f40w']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Vanilla Sky\n",
      "Good Candidate Ranking: 20\n",
      "Bad Candidate Ranking: 183\n",
      "Overlap Amount: 19\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/016dj8']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Men in Black\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0k_9j']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Indiana Jones and the Temple of Doom\n",
      "Good Candidate Ranking: 26\n",
      "Bad Candidate Ranking: 16\n",
      "Overlap Amount: 22\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Jaws\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0c8tkt']\n",
      "Steven Spielberg /film/actor/film./film/performance/film The Blues Brothers\n",
      "Good Candidate Ranking: 12\n",
      "Bad Candidate Ranking: 60\n",
      "Overlap Amount: 20\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Jaws\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/013q07']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Austin Powers in Goldmember\n",
      "Good Candidate Ranking: 10\n",
      "Bad Candidate Ranking: 75\n",
      "Overlap Amount: 41\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Jaws\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0f40w']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Vanilla Sky\n",
      "Good Candidate Ranking: 8\n",
      "Bad Candidate Ranking: 169\n",
      "Overlap Amount: 40\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0jyb4']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Jaws\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0k_9j']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Indiana Jones and the Temple of Doom\n",
      "Good Candidate Ranking: 12\n",
      "Bad Candidate Ranking: 17\n",
      "Overlap Amount: 21\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0c8tkt']\n",
      "Steven Spielberg /film/actor/film./film/performance/film The Blues Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/013q07']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Austin Powers in Goldmember\n",
      "Good Candidate Ranking: 114\n",
      "Bad Candidate Ranking: 133\n",
      "Overlap Amount: 49\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0c8tkt']\n",
      "Steven Spielberg /film/actor/film./film/performance/film The Blues Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0f40w']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Vanilla Sky\n",
      "Good Candidate Ranking: 107\n",
      "Bad Candidate Ranking: 127\n",
      "Overlap Amount: 47\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0c8tkt']\n",
      "Steven Spielberg /film/actor/film./film/performance/film The Blues Brothers\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0k_9j']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Indiana Jones and the Temple of Doom\n",
      "Good Candidate Ranking: 125\n",
      "Bad Candidate Ranking: 15\n",
      "Overlap Amount: 44\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/013q07']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Austin Powers in Goldmember\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0f40w']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Vanilla Sky\n",
      "Good Candidate Ranking: 73\n",
      "Bad Candidate Ranking: 76\n",
      "Overlap Amount: 49\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/013q07']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Austin Powers in Goldmember\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0k_9j']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Indiana Jones and the Temple of Doom\n",
      "Good Candidate Ranking: 62\n",
      "Bad Candidate Ranking: 21\n",
      "Overlap Amount: 40\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0f40w']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Vanilla Sky\n",
      "Bad Candidate:\n",
      "['/m/06pj8', '/film/actor/film./film/performance/film', '/m/0k_9j']\n",
      "Steven Spielberg /film/actor/film./film/performance/film Indiana Jones and the Temple of Doom\n",
      "Good Candidate Ranking: 163\n",
      "Bad Candidate Ranking: 13\n",
      "Overlap Amount: 44\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0bmhvpr']\n",
      "George Clooney /film/actor/film./film/performance/film The Descendants\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/07w8fz']\n",
      "George Clooney /film/actor/film./film/performance/film Good Night, and Good Luck.\n",
      "Good Candidate Ranking: 10\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 31\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0bmhvpr']\n",
      "George Clooney /film/actor/film./film/performance/film The Descendants\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/06_x996']\n",
      "George Clooney /film/actor/film./film/performance/film Up in the Air\n",
      "Good Candidate Ranking: 12\n",
      "Bad Candidate Ranking: 3\n",
      "Overlap Amount: 43\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0bmhvpr']\n",
      "George Clooney /film/actor/film./film/performance/film The Descendants\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/08s6mr']\n",
      "George Clooney /film/actor/film./film/performance/film Fantastic Mr. Fox\n",
      "Good Candidate Ranking: 12\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 41\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0bmhvpr']\n",
      "George Clooney /film/actor/film./film/performance/film The Descendants\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0fh694']\n",
      "George Clooney /film/actor/film./film/performance/film Michael Clayton\n",
      "Good Candidate Ranking: 12\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 39\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0bmhvpr']\n",
      "George Clooney /film/actor/film./film/performance/film The Descendants\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0418wg']\n",
      "George Clooney /film/actor/film./film/performance/film Ocean's Twelve\n",
      "Good Candidate Ranking: 9\n",
      "Bad Candidate Ranking: 1\n",
      "Overlap Amount: 38\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/07w8fz']\n",
      "George Clooney /film/actor/film./film/performance/film Good Night, and Good Luck.\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/06_x996']\n",
      "George Clooney /film/actor/film./film/performance/film Up in the Air\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 3\n",
      "Overlap Amount: 37\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/07w8fz']\n",
      "George Clooney /film/actor/film./film/performance/film Good Night, and Good Luck.\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/08s6mr']\n",
      "George Clooney /film/actor/film./film/performance/film Fantastic Mr. Fox\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 3\n",
      "Overlap Amount: 39\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/07w8fz']\n",
      "George Clooney /film/actor/film./film/performance/film Good Night, and Good Luck.\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0fh694']\n",
      "George Clooney /film/actor/film./film/performance/film Michael Clayton\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 3\n",
      "Overlap Amount: 39\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/07w8fz']\n",
      "George Clooney /film/actor/film./film/performance/film Good Night, and Good Luck.\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0418wg']\n",
      "George Clooney /film/actor/film./film/performance/film Ocean's Twelve\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 3\n",
      "Overlap Amount: 35\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/06_x996']\n",
      "George Clooney /film/actor/film./film/performance/film Up in the Air\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/08s6mr']\n",
      "George Clooney /film/actor/film./film/performance/film Fantastic Mr. Fox\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 6\n",
      "Overlap Amount: 47\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/06_x996']\n",
      "George Clooney /film/actor/film./film/performance/film Up in the Air\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0fh694']\n",
      "George Clooney /film/actor/film./film/performance/film Michael Clayton\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 4\n",
      "Overlap Amount: 44\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/06_x996']\n",
      "George Clooney /film/actor/film./film/performance/film Up in the Air\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0418wg']\n",
      "George Clooney /film/actor/film./film/performance/film Ocean's Twelve\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 5\n",
      "Overlap Amount: 41\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/08s6mr']\n",
      "George Clooney /film/actor/film./film/performance/film Fantastic Mr. Fox\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0fh694']\n",
      "George Clooney /film/actor/film./film/performance/film Michael Clayton\n",
      "Good Candidate Ranking: 9\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 43\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/08s6mr']\n",
      "George Clooney /film/actor/film./film/performance/film Fantastic Mr. Fox\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0418wg']\n",
      "George Clooney /film/actor/film./film/performance/film Ocean's Twelve\n",
      "Good Candidate Ranking: 5\n",
      "Bad Candidate Ranking: 2\n",
      "Overlap Amount: 42\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0fh694']\n",
      "George Clooney /film/actor/film./film/performance/film Michael Clayton\n",
      "Bad Candidate:\n",
      "['/m/014zcr', '/film/actor/film./film/performance/film', '/m/0418wg']\n",
      "George Clooney /film/actor/film./film/performance/film Ocean's Twelve\n",
      "Good Candidate Ranking: 4\n",
      "Bad Candidate Ranking: 6\n",
      "Overlap Amount: 40\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0m313']\n",
      "Ben Affleck /film/actor/film./film/performance/film Shakespeare in Love\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0h03fhx']\n",
      "Ben Affleck /film/actor/film./film/performance/film Argo\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 4\n",
      "Overlap Amount: 2\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0m313']\n",
      "Ben Affleck /film/actor/film./film/performance/film Shakespeare in Love\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0pc62']\n",
      "Ben Affleck /film/actor/film./film/performance/film Pearl Harbor\n",
      "Good Candidate Ranking: 5\n",
      "Bad Candidate Ranking: 4\n",
      "Overlap Amount: 3\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0m313']\n",
      "Ben Affleck /film/actor/film./film/performance/film Shakespeare in Love\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0p9lw']\n",
      "Ben Affleck /film/actor/film./film/performance/film Dogma\n",
      "Good Candidate Ranking: 4\n",
      "Bad Candidate Ranking: 7\n",
      "Overlap Amount: 2\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0m313']\n",
      "Ben Affleck /film/actor/film./film/performance/film Shakespeare in Love\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0b7l4x']\n",
      "Ben Affleck /film/actor/film./film/performance/film Smokin' Aces\n",
      "Good Candidate Ranking: 4\n",
      "Bad Candidate Ranking: 17\n",
      "Overlap Amount: 8\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0m313']\n",
      "Ben Affleck /film/actor/film./film/performance/film Shakespeare in Love\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0cf8qb']\n",
      "Ben Affleck /film/actor/film./film/performance/film The Sum of All Fears\n",
      "Good Candidate Ranking: 4\n",
      "Bad Candidate Ranking: 40\n",
      "Overlap Amount: 3\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0h03fhx']\n",
      "Ben Affleck /film/actor/film./film/performance/film Argo\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0pc62']\n",
      "Ben Affleck /film/actor/film./film/performance/film Pearl Harbor\n",
      "Good Candidate Ranking: 2\n",
      "Bad Candidate Ranking: 5\n",
      "Overlap Amount: 20\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0h03fhx']\n",
      "Ben Affleck /film/actor/film./film/performance/film Argo\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0p9lw']\n",
      "Ben Affleck /film/actor/film./film/performance/film Dogma\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 6\n",
      "Overlap Amount: 10\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0h03fhx']\n",
      "Ben Affleck /film/actor/film./film/performance/film Argo\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0b7l4x']\n",
      "Ben Affleck /film/actor/film./film/performance/film Smokin' Aces\n",
      "Good Candidate Ranking: 1\n",
      "Bad Candidate Ranking: 66\n",
      "Overlap Amount: 23\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0h03fhx']\n",
      "Ben Affleck /film/actor/film./film/performance/film Argo\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0cf8qb']\n",
      "Ben Affleck /film/actor/film./film/performance/film The Sum of All Fears\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 78\n",
      "Overlap Amount: 23\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0pc62']\n",
      "Ben Affleck /film/actor/film./film/performance/film Pearl Harbor\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0p9lw']\n",
      "Ben Affleck /film/actor/film./film/performance/film Dogma\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 21\n",
      "Overlap Amount: 45\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0pc62']\n",
      "Ben Affleck /film/actor/film./film/performance/film Pearl Harbor\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0b7l4x']\n",
      "Ben Affleck /film/actor/film./film/performance/film Smokin' Aces\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 94\n",
      "Overlap Amount: 40\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0pc62']\n",
      "Ben Affleck /film/actor/film./film/performance/film Pearl Harbor\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0cf8qb']\n",
      "Ben Affleck /film/actor/film./film/performance/film The Sum of All Fears\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 160\n",
      "Overlap Amount: 35\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0p9lw']\n",
      "Ben Affleck /film/actor/film./film/performance/film Dogma\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0b7l4x']\n",
      "Ben Affleck /film/actor/film./film/performance/film Smokin' Aces\n",
      "Good Candidate Ranking: 3\n",
      "Bad Candidate Ranking: 73\n",
      "Overlap Amount: 40\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0p9lw']\n",
      "Ben Affleck /film/actor/film./film/performance/film Dogma\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0cf8qb']\n",
      "Ben Affleck /film/actor/film./film/performance/film The Sum of All Fears\n",
      "Good Candidate Ranking: 21\n",
      "Bad Candidate Ranking: 90\n",
      "Overlap Amount: 40\n",
      "---------\n",
      "---------\n",
      "Good Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0b7l4x']\n",
      "Ben Affleck /film/actor/film./film/performance/film Smokin' Aces\n",
      "Bad Candidate:\n",
      "['/m/0151w_', '/film/actor/film./film/performance/film', '/m/0cf8qb']\n",
      "Ben Affleck /film/actor/film./film/performance/film The Sum of All Fears\n",
      "Good Candidate Ranking: 169\n",
      "Bad Candidate Ranking: 79\n",
      "Overlap Amount: 41\n",
      "---------\n",
      "-----------------------------\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import json\n",
    "from helpers.helpers import print_fact\n",
    "\n",
    "results_folder = \"./results/generated_candidates/FB15k-237\"\n",
    "label_map_path = \"./Kelpie_package/Kelpie/data/FB15k-237/entity2wikidata.json\"\n",
    "label_map = json.load(open(label_map_path, \"r\", encoding=\"utf-8\"))\n",
    "\n",
    "# Get all folders in the results folder\n",
    "relation_folders = [f for f in os.listdir(results_folder) if os.path.isdir(os.path.join(results_folder, f))]\n",
    "\n",
    "# For each folder, get the .json file with the same name as the folder\n",
    "for folder in relation_folders:\n",
    "    folder_path = os.path.join(results_folder, folder)\n",
    "    json_file = folder + \".json\"  # Name of the JSON file\n",
    "    json_file_path = os.path.join(folder_path, json_file)\n",
    "    \n",
    "    # Open and load the JSON file\n",
    "    with open(json_file_path, 'r') as file:\n",
    "        data = json.load(file)\n",
    "        \n",
    "        # Print the folder name (or relation name)\n",
    "        print(\"-----------------------------------\")\n",
    "        print(f\"--- Relation: {folder} ---\")\n",
    "        print(\"-----------------------------------\")\n",
    "        for candidate in data:\n",
    "            good_candidate = candidate[0]\n",
    "            \n",
    "            bad_candidate = candidate[1]\n",
    "            good_candidate_ranking = candidate[2][0]\n",
    "            bad_candidate_ranking = candidate[2][1]\n",
    "            overlap_amount = candidate[3]\n",
    "            \n",
    "            # Print each candidate's information in a structured format\n",
    "            print(\"---------\")\n",
    "            print(f\"Good Candidate:\")\n",
    "            print(good_candidate)\n",
    "            print_fact(good_candidate,label_map)\n",
    "            print(f\"Bad Candidate:\")\n",
    "            print(bad_candidate)\n",
    "            {print_fact(bad_candidate,label_map)}\n",
    "            print(f\"Good Candidate Ranking: {good_candidate_ranking}\")\n",
    "            print(f\"Bad Candidate Ranking: {bad_candidate_ranking}\")\n",
    "            print(f\"Overlap Amount: {overlap_amount}\")\n",
    "            print(\"---------\")\n",
    "\n",
    "            # break\n",
    "        print(\"-----------------------------\")\n",
    "        print()\n",
    "        print()\n",
    "        # break\n",
    "\n",
    "    \n",
    "    \n"
   ]
  },
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   "execution_count": 1,
   "id": "d744b78c-439d-4a03-b93e-385bbc614707",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hello\n"
     ]
    }
   ],
   "source": [
    "print(\"hello\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2777a6c3-9676-4e40-8a9e-2780fcb8d102",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "52dc83f3-6d1b-48b3-b4f1-aaa66bb15364",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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