diff --git a/.vscode/settings.json b/.vscode/settings.json
index 972944b..c8b39f6 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,3 +1,6 @@
 {
-    "search.useIgnoreFiles": true
+    "search.useIgnoreFiles": true,
+    "githubPullRequests.ignoredPullRequestBranches": [
+        "main"
+    ]
 }
\ No newline at end of file
diff --git a/11_nlp.ipynb b/11_nlp.ipynb
index 70164bb..8fe997f 100644
--- a/11_nlp.ipynb
+++ b/11_nlp.ipynb
@@ -41,11 +41,3725 @@
     "\n",
     "## Homework"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "GPE counts written to gpe_counts_output.txt\n"
+     ]
+    }
+   ],
+   "source": [
+    "from collections import Counter\n",
+    "\n",
+    "# Sample data\n",
+    "data = [\n",
+    "('SUNIUM & LAURIUM', 'ORG'),\n",
+    "('I.', 'PERSON'),\n",
+    "('Greek', 'NORP'),\n",
+    "('the Cyclades Islands', 'LOC'),\n",
+    "('the Aegean Sea', 'LOC'),\n",
+    "('Sunium', 'LOC'),\n",
+    "('Attic', 'NORP'),\n",
+    "('Athena of Sunium', 'ORG'),\n",
+    "('Laurium', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('the Island of Patroclus', 'LOC'),\n",
+    "('Patroclus', 'ORG'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('PEIRAEUS', 'ORG'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Phalerum', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Menestheus', 'PERSON'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Minos', 'ORG'),\n",
+    "('Androgeos', 'ORG'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Phalerum', 'GPE'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Magnesia', 'LOC'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Parthenon', 'GPE'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Athena', 'GPE'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Arcesilaus', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('the united', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Boeotia', 'GPE'),\n",
+    "('Thermopylae', 'ORG'),\n",
+    "('Lamia', 'PERSON'),\n",
+    "('Oeta', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Leochares', 'WORK_OF_ART'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Lacedaemonian', 'PERSON'),\n",
+    "('Cnidus', 'PERSON'),\n",
+    "('Carian', 'NORP'),\n",
+    "('Cnidians', 'NORP'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Doritis (Bountiful', 'ORG'),\n",
+    "('Acraea', 'ORG'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Cnidian', 'NORP'),\n",
+    "('Euploia', 'PERSON'),\n",
+    "('Cnidians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Munychia', 'GPE'),\n",
+    "('Artemis of Munychia', 'ORG'),\n",
+    "('Phalerum', 'GPE'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Athena Sciras', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Phalerus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Jason', 'PERSON'),\n",
+    "('Androgeos', 'ORG'),\n",
+    "('Minos', 'ORG'),\n",
+    "('Heros', 'GPE'),\n",
+    "('Androgeos', 'ORG'),\n",
+    "('Coliad', 'NORP'),\n",
+    "('Persian', 'NORP'),\n",
+    "('the Coliad Aphrodite', 'ORG'),\n",
+    "('Genetyllides', 'PERSON'),\n",
+    "('Phocaeans', 'NORP'),\n",
+    "('Ionia', 'GPE'),\n",
+    "('Colias', 'ORG'),\n",
+    "('Phalerum', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Hera', 'GPE'),\n",
+    "('Mardonius', 'ORG'),\n",
+    "('Gobryas', 'ORG'),\n",
+    "('Alcamenes.6', 'DATE'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Antiope', 'PERSON'),\n",
+    "('Amazon', 'ORG'),\n",
+    "('Antiope', 'PERSON'),\n",
+    "('Pindar', 'PERSON'),\n",
+    "('Peirithous', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Hegias', 'PERSON'),\n",
+    "('Troezen', 'ORG'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Themiscyra', 'PERSON'),\n",
+    "('Thermodon', 'LOC'),\n",
+    "('Antiope', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Hegias', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Amazons', 'ORG'),\n",
+    "('Antiope', 'PERSON'),\n",
+    "('Molpadia', 'ORG'),\n",
+    "('Molpadia', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Molpadia', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Cnidus', 'PERSON'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Menander', 'PERSON'),\n",
+    "('Diopeithes', 'PERSON'),\n",
+    "('Euripides', 'PRODUCT'),\n",
+    "('King Archelaus', 'PERSON'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Anacreon', 'WORK_OF_ART'),\n",
+    "('Polycrates', 'ORG'),\n",
+    "('Samos', 'PERSON'),\n",
+    "('Aeschylus', 'PERSON'),\n",
+    "('Simonides', 'PRODUCT'),\n",
+    "('Syracuse', 'GPE'),\n",
+    "('Dionysius', 'PERSON'),\n",
+    "('Sicily', 'PERSON'),\n",
+    "('Philoxenus', 'PERSON'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Antagoras of Rhodes and Aratus of Soli', 'ORG'),\n",
+    "('Hesiod', 'PERSON'),\n",
+    "('Homer', 'PERSON'),\n",
+    "('Hesiod', 'PERSON'),\n",
+    "('Homer', 'PERSON'),\n",
+    "('Demodocus', 'ORG'),\n",
+    "('Alcinous', 'ORG'),\n",
+    "('Agamemnon', 'ORG'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('ATHENS', 'GPE'),\n",
+    "('every year', 'DATE'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Iacchus', 'NORP'),\n",
+    "('Attic', 'NORP'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Polybotes', 'GPE'),\n",
+    "('Coans', 'NORP'),\n",
+    "('Chelone', 'ORG'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Cerameicus', 'ORG'),\n",
+    "('porticoes', 'ORG'),\n",
+    "('Hermes', 'ORG'),\n",
+    "('the house of Pulytion', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Eleusinian', 'NORP'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Melpomenus', 'LOC'),\n",
+    "('Apollo Musegetes', 'PERSON'),\n",
+    "('Muses', 'WORK_OF_ART'),\n",
+    "('Athena Paeonia', 'ORG'),\n",
+    "('Healer', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Mnemosyne (Memory', 'ORG'),\n",
+    "('Muses', 'PRODUCT'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Eubulides', 'GPE'),\n",
+    "('Acratus', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Amphictyon', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('the days', 'DATE'),\n",
+    "('Icarius', 'PERSON'),\n",
+    "('Actaeus', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Cecrops', 'PERSON'),\n",
+    "('Herse', 'GPE'),\n",
+    "('Pandrosus', 'PERSON'),\n",
+    "('Erysichthon', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Cecrops', 'GPE'),\n",
+    "('Cranaus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Cranaus', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Actaea', 'ORG'),\n",
+    "('Amphictyon', 'PERSON'),\n",
+    "('Cranaus', 'PERSON'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Hephaestus', 'ORG'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Cerameicus', 'ORG'),\n",
+    "('Ceramus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Ariadne', 'PERSON'),\n",
+    "('the Royal Portico', 'ORG'),\n",
+    "('yearly', 'DATE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Cephalus', 'ORG'),\n",
+    "('Phaethon', 'LOC'),\n",
+    "('Hesiod', 'PERSON'),\n",
+    "('Conon, Timotheus', 'PERSON'),\n",
+    "('Phoenician', 'NORP'),\n",
+    "('Conon by King Artaxerxes', 'WORK_OF_ART'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Salamis', 'ORG'),\n",
+    "('Teucer', 'PERSON'),\n",
+    "('Cinyras', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Zeus of Freedom', 'ORG'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Peisistratus', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Menestheus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Melanthus', 'NORP'),\n",
+    "('Cleidicus', 'GPE'),\n",
+    "('Aesimides', 'ORG'),\n",
+    "('Mantinea', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Xenophon', 'ORG'),\n",
+    "('Cadmea', 'ORG'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Leuctra', 'GPE'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Peloponnesus', 'PERSON'),\n",
+    "('Lacedacmonians', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Xenophon', 'PERSON'),\n",
+    "('Boeotian', 'NORP'),\n",
+    "('Epaminondas the Theban', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Euphranor', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Leochares', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Averter', 'PERSON'),\n",
+    "('Calamis', 'NORP'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Peloponnesian', 'NORP'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('a year', 'DATE'),\n",
+    "('Zeus Counsellor', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Peisias,14', 'PERSON'),\n",
+    "('a Demos by Lyson', 'WORK_OF_ART'),\n",
+    "('Caunian', 'NORP'),\n",
+    "('Callippus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Thermopylae', 'GPE'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Europe', 'LOC'),\n",
+    "('Eridanus', 'GPE'),\n",
+    "('Helius (Sun', 'ORG'),\n",
+    "('Phaethon', 'WORK_OF_ART'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Celts', 'NORP'),\n",
+    "('the Ionian Sea', 'LOC'),\n",
+    "('Illyrian', 'NORP'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Thessaly', 'GPE'),\n",
+    "('Thermopylae', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Thermopylae', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Celts', 'NORP'),\n",
+    "('Ephialtes of Trachis once', 'ORG'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Phocians', 'NORP'),\n",
+    "('Oeta', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('the Lamian gulf', 'LOC'),\n",
+    "('Thermopylae', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Delphians', 'ORG'),\n",
+    "('Phocians', 'NORP'),\n",
+    "('Aetolians', 'GPE'),\n",
+    "('Aetolians', 'PERSON'),\n",
+    "('Parnassus', 'ORG'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Hyperochus', 'PERSON'),\n",
+    "('Amadocus', 'ORG'),\n",
+    "('Hyperboreans', 'NORP'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Delphians', 'NORP'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Pergamus', 'GPE'),\n",
+    "('Teuthrania', 'GPE'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Sangarius', 'ORG'),\n",
+    "('Ancyra', 'PERSON'),\n",
+    "('Phrygians', 'NORP'),\n",
+    "('Midas', 'PRODUCT'),\n",
+    "('Gordius', 'ORG'),\n",
+    "('Midas', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('the Spring of Midas', 'EVENT'),\n",
+    "('Midas', 'PERSON'),\n",
+    "('Silenus', 'PERSON'),\n",
+    "('Pergameni', 'PERSON'),\n",
+    "('Ancyra', 'PRODUCT'),\n",
+    "('Pessinus', 'LOC'),\n",
+    "('Mount Agdistis', 'ORG'),\n",
+    "('Attis', 'ORG'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Cabeiri', 'ORG'),\n",
+    "('Arcadians', 'NORP'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Telephus', 'NORP'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Telephus', 'NORP'),\n",
+    "('Agamemnon', 'ORG'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Meian', 'NORP'),\n",
+    "('the Council Chamber of the Five Hundred', 'ORG'),\n",
+    "('Tholos (Round House', 'PRODUCT'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Hippothoon', 'PERSON'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Alope', 'GPE'),\n",
+    "('Cercyon', 'GPE'),\n",
+    "('Antiochus', 'NORP'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Meda', 'LOC'),\n",
+    "('Phylas', 'GPE'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Telamon', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Leos', 'PERSON'),\n",
+    "('Erechtheus', 'ORG'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Immaradus', 'PERSON'),\n",
+    "('Eumolpus', 'GPE'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Oeneus', 'PERSON'),\n",
+    "('Pandion', 'ORG'),\n",
+    "('Acamas', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Cecrops', 'GPE'),\n",
+    "('Cecrops', 'PERSON'),\n",
+    "('Actaeus', 'PERSON'),\n",
+    "('Erechtheus', 'ORG'),\n",
+    "('Pandion', 'ORG'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Cecrops', 'GPE'),\n",
+    "('Metionidae', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Pylas king', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Pandion', 'ORG'),\n",
+    "('Megarid', 'PERSON'),\n",
+    "('Athena the Gannet', 'GPE'),\n",
+    "('Metionidae', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Pandion', 'LAW'),\n",
+    "('Tereus', 'PERSON'),\n",
+    "('Procne', 'ORG'),\n",
+    "('Philomela', 'PERSON'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Pandion', 'LOC'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Hadrian,25', 'ORG'),\n",
+    "('Hebrews', 'NORP'),\n",
+    "('Syria', 'GPE'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Attalus', 'ORG'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Mysians', 'ORG'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Philip', 'GPE'),\n",
+    "('Amyntas', 'ORG'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Oxydracae', 'FAC'),\n",
+    "('Aridaeus', 'ORG'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Cleomenes', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Perdiccas', 'GPE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Alexander to Aegae', 'ORG'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Memphis', 'GPE'),\n",
+    "('Perdiccas', 'GPE'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Perdiccas', 'PERSON'),\n",
+    "('Aridaeus', 'ORG'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Roxana', 'PERSON'),\n",
+    "('Oxyartes', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Perdiccas', 'GPE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Syrians', 'NORP'),\n",
+    "('Phoenicia', 'GPE'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Antiochus', 'NORP'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Lysimachus', 'PERSON'),\n",
+    "('Thrace', 'GPE'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Cyrene', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Libya', 'GPE'),\n",
+    "('Syrians', 'NORP'),\n",
+    "('Phoenicians', 'NORP'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Hellespont', 'GPE'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Egyptians', 'NORP'),\n",
+    "('Antigonus Ptolemy', 'GPE'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Cyprus', 'GPE'),\n",
+    "('Menelaus', 'ORG'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Pelusium', 'ORG'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Demetrius', 'ORG'),\n",
+    "('Rhodians', 'NORP'),\n",
+    "('Egyptians', 'NORP'),\n",
+    "('Rhodians', 'NORP'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Rhodes', 'PERSON'),\n",
+    "('Lysimachus', 'PERSON'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Cassander', 'PERSON'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Antigonus, Ptolemy', 'GPE'),\n",
+    "('Syrians', 'NORP'),\n",
+    "('Cyprus', 'GPE'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Thesprotia', 'ORG'),\n",
+    "('Cyrene', 'PERSON'),\n",
+    "('Magas', 'GPE'),\n",
+    "('Berenice', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Cyrene', 'PERSON'),\n",
+    "('the fifth year', 'DATE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Philip', 'GPE'),\n",
+    "('Amyntas', 'ORG'),\n",
+    "('Eurydice', 'ORG'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Berenice', 'GPE'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Eurydice', 'ORG'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Berenice', 'GPE'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Argaeus', 'PERSON'),\n",
+    "('Memphis', 'GPE'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Eurydice', 'ORG'),\n",
+    "('Cyprians', 'NORP'),\n",
+    "('Magas', 'GPE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Cyrene', 'PERSON'),\n",
+    "('Berenice', 'PERSON'),\n",
+    "('Philip', 'GPE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Cyrene', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Cyrenians', 'NORP'),\n",
+    "('Magas', 'GPE'),\n",
+    "('Marmaridae', 'PERSON'),\n",
+    "('Libyan', 'NORP'),\n",
+    "('Cyrene', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Magas', 'GPE'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Magas', 'GPE'),\n",
+    "('Apame', 'PERSON'),\n",
+    "('Antiochus', 'NORP'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Antiochus', 'PERSON'),\n",
+    "('Seleucus', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Antiochus', 'NORP'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Antiochus', 'NORP'),\n",
+    "('Antiochus', 'NORP'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Arsinoites', 'ORG'),\n",
+    "('Attalus', 'ORG'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Docimus', 'GPE'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Paphlagonian', 'NORP'),\n",
+    "('Philetaerus', 'PERSON'),\n",
+    "('Philetaerus', 'PERSON'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Attalus', 'ORG'),\n",
+    "('Attalus', 'ORG'),\n",
+    "('Philetaerus', 'GPE'),\n",
+    "('Eumenes', 'PERSON'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Eirene', 'ORG'),\n",
+    "('Plutus', 'PERSON'),\n",
+    "('Lycurgus,29', 'GPE'),\n",
+    "('Lycophron', 'ORG'),\n",
+    "('Callias', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Artaxerxes', 'PERSON'),\n",
+    "('Demosthenes', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Calauria', 'GPE'),\n",
+    "('Troezen', 'ORG'),\n",
+    "('Lamia', 'PERSON'),\n",
+    "('Demosthenes', 'PERSON'),\n",
+    "('Calauria', 'GPE'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Archias', 'PERSON'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Archias', 'PERSON'),\n",
+    "('Thurian', 'NORP'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Thessaly', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Demosthenes', 'PRODUCT'),\n",
+    "('Ares', 'PERSON'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Ares', 'PERSON'),\n",
+    "('Alcamenes', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Parian', 'NORP'),\n",
+    "('Locrus', 'GPE'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Heracles', 'GPE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('laws33', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Pindar', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Harmodius', 'PERSON'),\n",
+    "('Aristogiton', 'GPE'),\n",
+    "('Critius,35', 'ORG'),\n",
+    "('Antenor', 'EVENT'),\n",
+    "('Xerxes', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Antiochus', 'PERSON'),\n",
+    "('the Odeum (Music Hall', 'ORG'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Philadelphus', 'ORG'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Soter', 'PERSON'),\n",
+    "('Rhodians', 'NORP'),\n",
+    "('Philadelphus', 'ORG'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('PTOLEMY PHILOMETOR', 'PERSON'),\n",
+    "('EGYPT', 'GPE'),\n",
+    "('Philometor', 'ORG'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Cyprus', 'GPE'),\n",
+    "('Cleopatra', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Egyptians', 'NORP'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Cyprus', 'GPE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Alexandria', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Cyprus', 'GPE'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Cleopatra', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Egyptians', 'NORP'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('two years', 'DATE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Orchomenians', 'NORP'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Berenice', 'GPE'),\n",
+    "('Egyptians', 'NORP'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Egyptians', 'NORP'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('1.9.5', 'ORG'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Alexander', 'ORG'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Thracians', 'NORP'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Philip', 'GPE'),\n",
+    "('Thrace', 'GPE'),\n",
+    "('Celts', 'NORP'),\n",
+    "('Thracians', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Thracian', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Thrace', 'ORG'),\n",
+    "('Celtic', 'NORP'),\n",
+    "('Odrysae', 'ORG'),\n",
+    "('Getae', 'GPE'),\n",
+    "('Agathocles', 'PERSON'),\n",
+    "('Getae', 'PERSON'),\n",
+    "('Getic', 'NORP'),\n",
+    "('Ister', 'PERSON'),\n",
+    "('Agathocles', 'PERSON'),\n",
+    "('Lysimachus', 'PERSON'),\n",
+    "('Agathocles', 'PERSON'),\n",
+    "('Getic', 'NORP'),\n",
+    "('Agathocles Lysandra', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Eurydice', 'ORG'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Ephesus', 'GPE'),\n",
+    "('Lebedos', 'GPE'),\n",
+    "('Phoenix', 'GPE'),\n",
+    "('Mermesianax', 'PERSON'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Aeacides', 'EVENT'),\n",
+    "('Epeirus', 'PERSON'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Epeirus', 'PERSON'),\n",
+    "('Hieronymus', 'PERSON'),\n",
+    "('Hieronymus', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Epeirot', 'PERSON'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Lysimachus', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Epeirot', 'PERSON'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Hieronymus', 'PERSON'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Cardians', 'NORP'),\n",
+    "('Lysimachea', 'PERSON'),\n",
+    "('Thracian', 'NORP'),\n",
+    "('Chersonesus', 'PERSON'),\n",
+    "('Aridaeus', 'ORG'),\n",
+    "('Cassander', 'PERSON'),\n",
+    "('Lysimachus', 'NORP'),\n",
+    "('Macedon', 'GPE'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Antigonus, Lysimachus', 'ORG'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Cassander', 'PERSON'),\n",
+    "('Alexander himself38', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Thrace', 'PERSON'),\n",
+    "('Nestians', 'NORP'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Epeirus', 'ORG'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Lysimachus', 'PERSON'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Epeirus', 'PERSON'),\n",
+    "('Love', 'WORK_OF_ART'),\n",
+    "('Agathocles', 'PERSON'),\n",
+    "('Lysandra', 'PERSON'),\n",
+    "('Lysandra', 'PERSON'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('Agathocles', 'GPE'),\n",
+    "('Agathocles', 'GPE'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('Agathocles', 'PERSON'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('Agathocles', 'GPE'),\n",
+    "('Lysandra', 'PERSON'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Odrysian', 'NORP'),\n",
+    "('Babylon', 'GPE'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Philetaerus', 'GPE'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Agathocles', 'PERSON'),\n",
+    "('Arsinoe', 'PERSON'),\n",
+    "('Pergamus', 'PERSON'),\n",
+    "('Caicus', 'ORG'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Asia,40', 'GPE'),\n",
+    "('Seleucus', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Odrysian', 'NORP'),\n",
+    "('Lysandra', 'PERSON'),\n",
+    "('Chersonesus', 'PERSON'),\n",
+    "('Cardia', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Aeacides', 'EVENT'),\n",
+    "('Arybbas', 'ORG'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Neoptolemus', 'GPE'),\n",
+    "('Neoptolemus', 'GPE'),\n",
+    "('Aryblas was Alcetas', 'ORG'),\n",
+    "('Tharypus', 'PERSON'),\n",
+    "('Tharypus', 'PERSON'),\n",
+    "('Achilles', 'ORG'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Thessaly', 'GPE'),\n",
+    "('Epeirus', 'PERSON'),\n",
+    "('Helenus', 'GPE'),\n",
+    "('Hermione Pyrrhus', 'PERSON'),\n",
+    "('Andromache', 'ORG'),\n",
+    "('Molossus', 'PERSON'),\n",
+    "('Pielus', 'GPE'),\n",
+    "('Pergamus', 'PERSON'),\n",
+    "('Helenus', 'ORG'),\n",
+    "('Cestrinus', 'LOC'),\n",
+    "('Andromache', 'ORG'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Molossus', 'PERSON'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Cestrinus', 'LOC'),\n",
+    "('Epeirots', 'ORG'),\n",
+    "('Thyamis', 'ORG'),\n",
+    "('Pergamus', 'PERSON'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Areius', 'NORP'),\n",
+    "('Teuthrania', 'GPE'),\n",
+    "('Andromache', 'ORG'),\n",
+    "('Epeirus', 'ORG'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Aeacides', 'EVENT'),\n",
+    "('Molossus', 'PERSON'),\n",
+    "('PYRRHUS', 'ORG'),\n",
+    "('MACEDONIA', 'ORG'),\n",
+    "('Tharypus', 'PERSON'),\n",
+    "('Epeirus', 'PERSON'),\n",
+    "('Alcetas', 'ORG'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Neoptolemus', 'GPE'),\n",
+    "('Leucani', 'PERSON'),\n",
+    "('Epeirus', 'ORG'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Aeacides', 'PERSON'),\n",
+    "('Arybbas', 'ORG'),\n",
+    "('Aridaeus', 'ORG'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Epeirots', 'ORG'),\n",
+    "('Aridaeus', 'ORG'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Aeacides', 'PERSON'),\n",
+    "('Epeirots', 'ORG'),\n",
+    "('Epeirus', 'PERSON'),\n",
+    "('Cassander', 'PERSON'),\n",
+    "('Oeneadae', 'GPE'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Cassander', 'ORG'),\n",
+    "('Aeacides', 'PERSON'),\n",
+    "('Aeacides', 'PERSON'),\n",
+    "('The Epeirots accepted Alcetas', 'ORG'),\n",
+    "('Arybbas', 'ORG'),\n",
+    "('Aeacides', 'PERSON'),\n",
+    "('Epeirots', 'ORG'),\n",
+    "('night', 'TIME'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Aeacides', 'EVENT'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('years', 'DATE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Corcyraeans', 'NORP'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Corcyra', 'PERSON'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Lysimachus', 'ORG'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Aeneas', 'PERSON'),\n",
+    "('Diomedes', 'ORG'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Italy', 'GPE'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Neoptolemus', 'GPE'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Leucani', 'PERSON'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('the Ionian Sea', 'LOC'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Tarentines', 'PERSON'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Corcyra', 'PERSON'),\n",
+    "('Tarentine', 'PERSON'),\n",
+    "('Italy', 'GPE'),\n",
+    "('Greece', 'GPE'),\n",
+    "('their hour', 'TIME'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Trojans', 'NORP'),\n",
+    "('Memoirs', 'WORK_OF_ART'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Italy', 'GPE'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Tarentines', 'PERSON'),\n",
+    "('Romans', 'NORP'),\n",
+    "('European', 'NORP'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Porus', 'PERSON'),\n",
+    "('Indians', 'NORP'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Indians', 'NORP'),\n",
+    "('Libyans', 'NORP'),\n",
+    "('Homer', 'PERSON'),\n",
+    "('Sicily', 'PERSON'),\n",
+    "('Syracusans', 'PERSON'),\n",
+    "('Carthaginians', 'NORP'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Syracuse', 'ORG'),\n",
+    "('Tarentum', 'ORG'),\n",
+    "('Sicily', 'GPE'),\n",
+    "('Carthaginians', 'NORP'),\n",
+    "('Syracuse', 'GPE'),\n",
+    "('Carthaginians', 'NORP'),\n",
+    "('Phoenicians', 'NORP'),\n",
+    "('non-Greek', 'NORP'),\n",
+    "('that day', 'DATE'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Epeirots', 'ORG'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Homer', 'ORG'),\n",
+    "('Odyssey', 'GPE'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Tarentum', 'ORG'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Sicily', 'PERSON'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Epeirot', 'PERSON'),\n",
+    "('Tarentine', 'PERSON'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Asiatic', 'NORP'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Ceraunian', 'NORP'),\n",
+    "('Italy Pyrrhus', 'NORP'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Italy', 'GPE'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Thessalians', 'ORG'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Celtic', 'NORP'),\n",
+    "('Itonian Athena', 'ORG'),\n",
+    "('Pherae', 'ORG'),\n",
+    "('Larisa', 'PERSON'),\n",
+    "('Molossian', 'PERSON'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Itonian\\nAthena', 'ORG'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Tis', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Dodonian Zeus', 'PERSON'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Cleonymus', 'PERSON'),\n",
+    "('Cleonymus', 'PERSON'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Peloponnesus', 'PERSON'),\n",
+    "('Lacedaemonian', 'PERSON'),\n",
+    "('Lacedaemonian', 'NORP'),\n",
+    "('Cleonymus', 'GPE'),\n",
+    "('Greeks', 'LANGUAGE'),\n",
+    "('Pleistoanax', 'ORG'),\n",
+    "('Pausanias', 'PERSON'),\n",
+    "('Cleombrotus', 'ORG'),\n",
+    "('Leuctra', 'GPE'),\n",
+    "('Epaminondas', 'PERSON'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('Agesipolis', 'PERSON'),\n",
+    "('Cleomenes', 'GPE'),\n",
+    "('Agesipolis', 'PERSON'),\n",
+    "('Cleomenes', 'PERSON'),\n",
+    "('Cleomenes', 'ORG'),\n",
+    "('Acrotatus', 'ORG'),\n",
+    "('Cleonymus', 'PERSON'),\n",
+    "('Acrotatus', 'ORG'),\n",
+    "('Cleomenes', 'PERSON'),\n",
+    "('Areus', 'GPE'),\n",
+    "('Acrotatus', 'ORG'),\n",
+    "('Cleonymus', 'PERSON'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Leonidas', 'PERSON'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Demosthenes', 'PRODUCT'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Boeotia', 'GPE'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Messenians', 'NORP'),\n",
+    "('Sparta', 'GPE'),\n",
+    "('Sparta', 'GPE'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('the Laconian war', 'EVENT'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Peloponnesus', 'PERSON'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Lacedaemon', 'PERSON'),\n",
+    "('Peloponnesus', 'PERSON'),\n",
+    "('Epeirus', 'PERSON'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Laconia', 'GPE'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('death52', 'GPE'),\n",
+    "('Argives', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Lyceas', 'GPE'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Pyrrhus', 'NORP'),\n",
+    "('Homer', 'PERSON'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Priam', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Delphians', 'LAW'),\n",
+    "('Pythia', 'GPE'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Aeacides', 'PRODUCT'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Lyceas', 'PERSON'),\n",
+    "('Hieronymus the', 'PERSON'),\n",
+    "('Cardian', 'PRODUCT'),\n",
+    "('Philistus', 'ORG'),\n",
+    "('Dionysius', 'GPE'),\n",
+    "('Syracuse', 'GPE'),\n",
+    "('Hieronymus', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Epeirot', 'PERSON'),\n",
+    "('Odeum', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Enneacrunos', 'PERSON'),\n",
+    "('Peisistratus', 'ORG'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Maid', 'PERSON'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Deiope', 'EVENT'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Egyptians', 'NORP'),\n",
+    "('Phrygians', 'NORP'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Pelasgus', 'ORG'),\n",
+    "('Maid', 'PERSON'),\n",
+    "('Trochilus', 'ORG'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Agenor', 'ORG'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Eleusis', 'PERSON'),\n",
+    "('Eubuleus', 'PERSON'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Celeus', 'PERSON'),\n",
+    "('Musaeus', 'GPE'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Oceanus', 'GPE'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Orpheus', 'GPE'),\n",
+    "('Eubuleus', 'PERSON'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Dysaules', 'GPE'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Choerilus', 'GPE'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Alope', 'PERSON'),\n",
+    "('Cercyon', 'ORG'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Amphictyon', 'PERSON'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Rarus', 'PERSON'),\n",
+    "('Cercyon', 'GPE'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Epimenides of Cnossus,53', 'GPE'),\n",
+    "('the fortieth year', 'DATE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Thales', 'PERSON'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Cnossus', 'ORG'),\n",
+    "('Thales', 'PERSON'),\n",
+    "('Gortyn', 'ORG'),\n",
+    "('Polymnastus of Colophon', 'ORG'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Glory', 'GPE'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Marathon', 'EVENT'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Aeschylus', 'PERSON'),\n",
+    "('Artemisium', 'ORG'),\n",
+    "('Salamis', 'ORG'),\n",
+    "('Marathon and in', 'FAC'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Cerameicus', 'ORG'),\n",
+    "(\"the King's Portico\", 'WORK_OF_ART'),\n",
+    "('Hephaestus', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Libyan', 'NORP'),\n",
+    "('Libyans', 'NORP'),\n",
+    "('Goddess', 'WORK_OF_ART'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Lake Tritonis', 'FAC'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Assyrians', 'NORP'),\n",
+    "('Assyrians', 'NORP'),\n",
+    "('Paphians', 'NORP'),\n",
+    "('Phoenicians', 'NORP'),\n",
+    "('Ascalon', 'ORG'),\n",
+    "('Palestine', 'GPE'),\n",
+    "('Phoenicians', 'NORP'),\n",
+    "('Cythera', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Heavenly Aphrodite', 'PERSON'),\n",
+    "('Parian', 'NORP'),\n",
+    "('Pheidias', 'PERSON'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Athmoneis', 'ORG'),\n",
+    "('Porphyrion', 'PRODUCT'),\n",
+    "('the Heavenly One', 'ORG'),\n",
+    "('Hermes of the Market-place', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Pleistarchus', 'ORG'),\n",
+    "('Cassander', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Oenoe', 'FAC'),\n",
+    "('Argive', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Amazons', 'ORG'),\n",
+    "('Themiscyra', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Amazons', 'ORG'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Cassandra', 'PERSON'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Cassandra', 'PERSON'),\n",
+    "('Marathon', 'ORG'),\n",
+    "('Attic', 'NORP'),\n",
+    "('Phoenician', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Marathon', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Marathonians', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Callimachus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Miltiades', 'PERSON'),\n",
+    "('Echetlus', 'ORG'),\n",
+    "('Scioneans', 'NORP'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Solon', 'ORG'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Pella', 'GPE'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('SELEUCUS', 'PERSON'),\n",
+    "('ANTIOCH', 'ORG'),\n",
+    "('Alexander', 'GPE'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Babylon', 'GPE'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Lagus', 'PERSON'),\n",
+    "('Babylon', 'GPE'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('the fall', 'DATE'),\n",
+    "('Antiochus', 'PERSON'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Lysandra', 'PERSON'),\n",
+    "('Thunderbolt', 'PERSON'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Lysimachea', 'PERSON'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Macedonia', 'GPE'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Seleucus', 'GPE'),\n",
+    "('Branchidae for the Milesians', 'WORK_OF_ART'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Xerxes', 'PERSON'),\n",
+    "('Persia', 'GPE'),\n",
+    "('Seleucea', 'ORG'),\n",
+    "('Tigris', 'ORG'),\n",
+    "('Babylonian', 'NORP'),\n",
+    "('Babylon', 'GPE'),\n",
+    "('Bel', 'GPE'),\n",
+    "('Chaldeans', 'NORP'),\n",
+    "('ATHENS', 'GPE'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Mercy', 'LOC'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Shamefastness', 'PERSON'),\n",
+    "('Ptolemy', 'PERSON'),\n",
+    "('Hermae', 'GPE'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Juba', 'NORP'),\n",
+    "('Libyan', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Amazons', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('the Olympian Zeus', 'LOC'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Centaurs', 'ORG'),\n",
+    "('Lapithae', 'PRODUCT'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Micon', 'PRODUCT'),\n",
+    "('Minos', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Periboea', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Minos', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Amphitrite', 'PERSON'),\n",
+    "('the end of Theseus', 'DATE'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Thesprotia', 'ORG'),\n",
+    "('Thesprotian', 'NORP'),\n",
+    "('Peirithous', 'PERSON'),\n",
+    "('Thesprotian', 'NORP'),\n",
+    "('Cichyrus', 'ORG'),\n",
+    "('Thesprotia', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Dodona', 'PERSON'),\n",
+    "('Acherusia', 'LOC'),\n",
+    "('Acheron', 'ORG'),\n",
+    "('Cocytus', 'NORP'),\n",
+    "('Hades', 'PERSON'),\n",
+    "('Thesprotia', 'GPE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Tyndareus', 'PERSON'),\n",
+    "('Aphidna', 'ORG'),\n",
+    "('Menestheus', 'PERSON'),\n",
+    "('Now Menestheus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Elephenor in Euboea', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Thesprotia', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Deucalion in Crete', 'ORG'),\n",
+    "('Scyros', 'GPE'),\n",
+    "('Lycomedes', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Marathon', 'ORG'),\n",
+    "('Cimon', 'ORG'),\n",
+    "('Miltiades', 'PERSON'),\n",
+    "('Scyros', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Dioscuri', 'ORG'),\n",
+    "('Leucippus', 'GPE'),\n",
+    "('Micon', 'PERSON'),\n",
+    "('Jason', 'PERSON'),\n",
+    "('Colchians', 'NORP'),\n",
+    "('Acastus', 'ORG'),\n",
+    "('Dioscuri', 'ORG'),\n",
+    "('Herse', 'GPE'),\n",
+    "('Pandrosus', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Pandrosus', 'PERSON'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('oracle62', 'ORG'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('stakes.63', 'GPE'),\n",
+    "('Prytaneum', 'GPE'),\n",
+    "('Solon', 'ORG'),\n",
+    "('Hestia', 'PERSON'),\n",
+    "('Autolycus', 'GPE'),\n",
+    "('Miltiades', 'PERSON'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Roman', 'NORP'),\n",
+    "('Thracian', 'NORP'),\n",
+    "('Serapis', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Ptolemy', 'GPE'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Serapis', 'PERSON'),\n",
+    "('Alexandria', 'GPE'),\n",
+    "('Memphis', 'GPE'),\n",
+    "('Apis', 'PERSON'),\n",
+    "('Serapis', 'PERSON'),\n",
+    "('Peirithous', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Lacedaemon', 'PERSON'),\n",
+    "('Thesprotia', 'ORG'),\n",
+    "('Eileithyia', 'GPE'),\n",
+    "('Hyperboreans', 'NORP'),\n",
+    "('Delos', 'PERSON'),\n",
+    "('Leto', 'PERSON'),\n",
+    "('Delos', 'ORG'),\n",
+    "('Delians', 'NORP'),\n",
+    "('Eileithyia', 'GPE'),\n",
+    "('Olen', 'PERSON'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('Eileithyia', 'GPE'),\n",
+    "('Auunisus', 'ORG'),\n",
+    "('Cnossian', 'NORP'),\n",
+    "('Hera', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Eileithyia', 'GPE'),\n",
+    "('Cretan', 'GPE'),\n",
+    "('Phaedra', 'PERSON'),\n",
+    "('Erysichthon', 'ORG'),\n",
+    "('Delos', 'PERSON'),\n",
+    "('Olympian Zeus', 'PERSON'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Roman', 'NORP'),\n",
+    "('Rhodes', 'GPE'),\n",
+    "('Rome', 'GPE'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Thasian', 'NORP'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Cronus', 'PERSON'),\n",
+    "('Rhea', 'PERSON'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Deucalion', 'ORG'),\n",
+    "('Isocrates', 'GPE'),\n",
+    "('ninety-eight years', 'DATE'),\n",
+    "('Phrygian', 'NORP'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Olympian Zeus', 'FAC'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Deucalion', 'ORG'),\n",
+    "('Deucalion', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Hera', 'GPE'),\n",
+    "('Zeus Panellenios', 'PERSON'),\n",
+    "('Greeks', 'LANGUAGE'),\n",
+    "('Phrygian', 'NORP'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Libyan', 'NORP'),\n",
+    "('Olympian Zeus', 'PERSON'),\n",
+    "('the Pythian Apollo', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Delphinian', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('The Gardens', 'LOC'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Hermae', 'GPE'),\n",
+    "('Fates', 'NORP'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Gardens', 'LOC'),\n",
+    "('Alcamenes', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Cynosarges', 'ORG'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Hebe', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Alcmena', 'ORG'),\n",
+    "('Iolaus', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Lyceum', 'ORG'),\n",
+    "('Lycus', 'GPE'),\n",
+    "('Pandion', 'LOC'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Lyceus', 'PERSON'),\n",
+    "('Termilae', 'ORG'),\n",
+    "('Lycus', 'ORG'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Lycii', 'PERSON'),\n",
+    "('Lyceum', 'ORG'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('Megarid', 'PERSON'),\n",
+    "('Nisaea', 'PERSON'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Minos', 'ORG'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Ilisus', 'ORG'),\n",
+    "('Eridanus', 'LOC'),\n",
+    "('Celtic', 'NORP'),\n",
+    "('Ilisus', 'ORG'),\n",
+    "('Oreithyia', 'PERSON'),\n",
+    "('the North Wind', 'LOC'),\n",
+    "('Oreithyia', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Ilisus', 'ORG'),\n",
+    "('Ilisian', 'NORP'),\n",
+    "('Peloponnesians', 'NORP'),\n",
+    "('Codrus', 'PERSON'),\n",
+    "('Melanthus', 'NORP'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Ilisus', 'ORG'),\n",
+    "('Agrae', 'PERSON'),\n",
+    "('Artemis Agrotera', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Delos', 'PERSON'),\n",
+    "('Ilisus', 'ORG'),\n",
+    "('Herodes', 'ORG'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Pentelic', 'PERSON'),\n",
+    "('Tripods', 'PRODUCT'),\n",
+    "('Satyr', 'ORG'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Phryne', 'PERSON'),\n",
+    "('Phryne', 'PERSON'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Satyr', 'ORG'),\n",
+    "('Love', 'WORK_OF_ART'),\n",
+    "('Phryne', 'PERSON'),\n",
+    "('Phryne', 'PERSON'),\n",
+    "('Love', 'WORK_OF_ART'),\n",
+    "('Satyr', 'ORG'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Love', 'WORK_OF_ART'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('two temples', 'QUANTITY'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Eleuthereus', 'PERSON'),\n",
+    "('Alcamenes', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Hephaestus', 'PERSON'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Hephaestus', 'ORG'),\n",
+    "('Hera', 'PERSON'),\n",
+    "('Hera', 'PERSON'),\n",
+    "('Hephaestus', 'ORG'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Pentheus', 'PERSON'),\n",
+    "('Lycurgus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Ariadne', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Ariadne', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Xerxes', 'ORG'),\n",
+    "('Roman', 'NORP'),\n",
+    "('Sulla', 'PERSON'),\n",
+    "('Mithridates', 'PERSON'),\n",
+    "('Euxine', 'PERSON'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Mithridates', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('ASIA', 'LOC'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Aristion', 'ORG'),\n",
+    "('Mithridates', 'PERSON'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Mithridates', 'PERSON'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Aristion', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Archelaus', 'PERSON'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('This Archelaus', 'PERSON'),\n",
+    "('Mithridates', 'PERSON'),\n",
+    "('Magnetes', 'NORP'),\n",
+    "('Sipylus', 'PRODUCT'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Mithridates', 'PERSON'),\n",
+    "('Elatea', 'ORG'),\n",
+    "('Phocis', 'GPE'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Roman', 'NORP'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Taxilus', 'FAC'),\n",
+    "('Boeotia', 'GPE'),\n",
+    "('the third day', 'DATE'),\n",
+    "('Roman', 'NORP'),\n",
+    "('Sulla', 'PERSON'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Taxilus', 'FAC'),\n",
+    "('Chaeronea', 'GPE'),\n",
+    "('Sulla', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Cerameicus', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Sulla', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Pythia', 'GPE'),\n",
+    "('Sulla', 'PERSON'),\n",
+    "('Syrian', 'NORP'),\n",
+    "('Sulla', 'PERSON'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Roman', 'NORP'),\n",
+    "('Aristion', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Rome', 'GPE'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Menander', 'GPE'),\n",
+    "('Euripides', 'NORP'),\n",
+    "('Sophocles', 'PERSON'),\n",
+    "('Sophocles the Lacedaemonians', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Siren', 'ORG'),\n",
+    "('Sophocles', 'PERSON'),\n",
+    "('Siren', 'ORG'),\n",
+    "('Aeschylus', 'PERSON'),\n",
+    "('Marathon Aeschylus', 'FAC'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('South', 'LOC'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Medusa the Gorgon', 'ORG'),\n",
+    "('Acropolis', 'NORP'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Niobe', 'GPE'),\n",
+    "('Niobe', 'GPE'),\n",
+    "('Mount Sipylus', 'PERSON'),\n",
+    "('the Athenian Acropolis', 'LOC'),\n",
+    "('Calos', 'PERSON'),\n",
+    "('Daedalus', 'PRODUCT'),\n",
+    "('Calos', 'PERSON'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Cocalus in Sicily', 'WORK_OF_ART'),\n",
+    "('Asclepius', 'ORG'),\n",
+    "('Poseidon', 'ORG'),\n",
+    "('Halirrhothius', 'PERSON'),\n",
+    "('Alcippe', 'PERSON'),\n",
+    "('Ares', 'PERSON'),\n",
+    "('Sauromatic', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Gryneum', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Asclepius', 'ORG'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Themis', 'GPE'),\n",
+    "('Hippolytus', 'NORP'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Phaedra', 'PERSON'),\n",
+    "('Troezenians', 'NORP'),\n",
+    "('Hippolytus', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Phaedra', 'PERSON'),\n",
+    "('Hippolytus', 'ORG'),\n",
+    "('Pittheus', 'PERSON'),\n",
+    "('Troezen', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Troezen', 'ORG'),\n",
+    "('Phaedra', 'PERSON'),\n",
+    "('Hippolytus', 'ORG'),\n",
+    "('Troezenians', 'NORP'),\n",
+    "('Phaedra', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Aphrodite Pandemos', 'PERSON'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Nurse of Youth', 'ORG'),\n",
+    "('Demeter Chloe', 'PERSON'),\n",
+    "('ATHENS', 'GPE'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Xenophon', 'PERSON'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Minos', 'ORG'),\n",
+    "('Ariadne', 'PERSON'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Diomedes', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Troy', 'GPE'),\n",
+    "('Odysseus', 'PERSON'),\n",
+    "('Lemnos', 'ORG'),\n",
+    "('Philoctetes', 'ORG'),\n",
+    "('Orestes', 'ORG'),\n",
+    "('Aegisthus', 'ORG'),\n",
+    "('Pylades', 'PERSON'),\n",
+    "('Nauplius', 'PERSON'),\n",
+    "('Aegisthus', 'ORG'),\n",
+    "('Polyxena', 'PERSON'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Achilles', 'ORG'),\n",
+    "('Scyros', 'GPE'),\n",
+    "('Polygnotus', 'ORG'),\n",
+    "('Odysseus', 'PERSON'),\n",
+    "('Nausicaa', 'ORG'),\n",
+    "('Alcibiades', 'PERSON'),\n",
+    "('Nemea', 'ORG'),\n",
+    "('Perseus journeying', 'PERSON'),\n",
+    "('Seriphos', 'PERSON'),\n",
+    "('Polydectes', 'PERSON'),\n",
+    "('Medusa', 'ORG'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Musaeus', 'PERSON'),\n",
+    "('Musaeus', 'PERSON'),\n",
+    "('the North Wind', 'LOC'),\n",
+    "('Onomacritus', 'ORG'),\n",
+    "('Musaeus', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Lycomidae', 'DATE'),\n",
+    "('Acropolis', 'NORP'),\n",
+    "('Hermes of the Gateway', 'ORG'),\n",
+    "('Graces', 'ORG'),\n",
+    "('Socrates', 'PRODUCT'),\n",
+    "('Sophroniscus', 'GPE'),\n",
+    "('Pythia', 'PERSON'),\n",
+    "('Anacharsis', 'ORG'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Lesbos', 'GPE'),\n",
+    "('Periander', 'NORP'),\n",
+    "('Cypselus', 'ORG'),\n",
+    "('Peisistratus', 'ORG'),\n",
+    "('Hippias', 'PERSON'),\n",
+    "('Periander', 'NORP'),\n",
+    "('Hipparchus', 'PERSON'),\n",
+    "('Hippias', 'PERSON'),\n",
+    "('Leaena', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Hipparchus', 'PERSON'),\n",
+    "('Hippias', 'PERSON'),\n",
+    "('Leaena', 'GPE'),\n",
+    "('Aristogeiton', 'PERSON'),\n",
+    "('Peisistratidae', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Callias', 'NORP'),\n",
+    "('Calamis', 'NORP'),\n",
+    "('Diitrephes', 'PERSON'),\n",
+    "('Diitrephes', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Thracian', 'NORP'),\n",
+    "('Syracuse', 'ORG'),\n",
+    "('the Chalcidic Euripus', 'FAC'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Mycalessus', 'PERSON'),\n",
+    "('Thracians', 'NORP'),\n",
+    "('Boeotian', 'NORP'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('Mycalessians', 'GPE'),\n",
+    "('Diitrephes', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('the Opuntian Locrians', 'PRODUCT'),\n",
+    "('Homer', 'PERSON'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Persian', 'NORP'),\n",
+    "('Malians', 'NORP'),\n",
+    "('Philoctetes', 'ORG'),\n",
+    "('Diitrephes', 'PERSON'),\n",
+    "('Health', 'ORG'),\n",
+    "('Asclepius', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Silenus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Satyrs', 'ORG'),\n",
+    "('Sileni', 'NORP'),\n",
+    "('Euphemus', 'PERSON'),\n",
+    "('Carian', 'PERSON'),\n",
+    "('Italy', 'GPE'),\n",
+    "('Satyrides', 'PRODUCT'),\n",
+    "('Satyrs', 'ORG'),\n",
+    "('the Athenian Acropolis', 'LOC'),\n",
+    "('Lycius', 'ORG'),\n",
+    "('Myron', 'PERSON'),\n",
+    "(\"Myron's Perseus\", 'PERSON'),\n",
+    "('Medusa', 'PERSON'),\n",
+    "('Brauronian Artemis', 'ORG'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Brauron', 'ORG'),\n",
+    "('Brauron', 'ORG'),\n",
+    "('the Tauric Artemis', 'ORG'),\n",
+    "('Epeius', 'PERSON'),\n",
+    "('Phrygians', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Menestheus', 'PERSON'),\n",
+    "('Teucer', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Epicharinus', 'LOC'),\n",
+    "('Critius', 'ORG'),\n",
+    "('Oenobius', 'PERSON'),\n",
+    "('Thucydides', 'FAC'),\n",
+    "('Thucydides', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Melitid', 'PERSON'),\n",
+    "('Hermolycus', 'ORG'),\n",
+    "('Phormio71', 'GPE'),\n",
+    "('Phormio', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Paeania', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Phormio', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Bull of Minos', 'ORG'),\n",
+    "('Phrixus', 'NORP'),\n",
+    "('Athamas', 'ORG'),\n",
+    "('Colchians', 'NORP'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('the Council of the Areopagus', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athena Ergane', 'ORG'),\n",
+    "('Hermae', 'PERSON'),\n",
+    "('Cleoetas', 'ORG'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Timotheus', 'PERSON'),\n",
+    "('Conon', 'PERSON'),\n",
+    "('Procne', 'ORG'),\n",
+    "('Itys', 'PERSON'),\n",
+    "('Alcamenes', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Leochares72', 'ORG'),\n",
+    "('Polieus (Urban', 'ORG'),\n",
+    "('Zeus Polieus', 'PERSON'),\n",
+    "('Parthenon', 'GPE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Sphinx', 'FAC'),\n",
+    "('Boeotia', 'PERSON'),\n",
+    "('Proconnesus', 'PERSON'),\n",
+    "('Arimaspi', 'PERSON'),\n",
+    "('Issedones', 'NORP'),\n",
+    "('Arimaspi', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Medusa', 'ORG'),\n",
+    "('Erichthonius', 'ORG'),\n",
+    "('Hesiod', 'PERSON'),\n",
+    "('Pandora', 'PERSON'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Pheidias', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Mount Sipylus', 'LOC'),\n",
+    "('the Athenian Acropolis', 'LOC'),\n",
+    "('Pericles', 'GPE'),\n",
+    "('Xanthippus', 'ORG'),\n",
+    "('Xanthippus', 'ORG'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Pericles', 'ORG'),\n",
+    "('Xanthippus', 'ORG'),\n",
+    "('Anacreon of Teos', 'WORK_OF_ART'),\n",
+    "('Sappho of Lesbos', 'PERSON'),\n",
+    "('Io', 'LOC'),\n",
+    "('Inachus', 'PERSON'),\n",
+    "('Callisto', 'ORG'),\n",
+    "('Lycaon', 'GPE'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Hera', 'PERSON'),\n",
+    "('Io', 'LOC'),\n",
+    "('Callisto', 'PRODUCT'),\n",
+    "('Thrace', 'PERSON'),\n",
+    "('Pallene', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Amazons', 'ORG'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Marathon', 'FAC'),\n",
+    "('Gauls', 'PERSON'),\n",
+    "('Attalus', 'ORG'),\n",
+    "('Olympiodorus', 'PERSON'),\n",
+    "('the days', 'DATE'),\n",
+    "('ATHENS', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Macedon', 'GPE'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Aridaeus', 'ORG'),\n",
+    "('Antipater', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Peloponnesians', 'NORP'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Troezen', 'ORG'),\n",
+    "('Eleans', 'NORP'),\n",
+    "('Phliasians', 'NORP'),\n",
+    "('Messene', 'PERSON'),\n",
+    "('Corinthian', 'NORP'),\n",
+    "('Locrians', 'NORP'),\n",
+    "('Phocians', 'NORP'),\n",
+    "('Thessalians', 'ORG'),\n",
+    "('Carystus', 'ORG'),\n",
+    "('Acarnanians', 'NORP'),\n",
+    "('the Aetolian League', 'ORG'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Thebaid', 'PERSON'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('the Athenian Leosthenes', 'ORG'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Darius', 'PERSON'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Persia', 'GPE'),\n",
+    "('Leosthenes', 'ORG'),\n",
+    "('Europe', 'LOC'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Munychia', 'PERSON'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Epeirus', 'ORG'),\n",
+    "('Aridaeus', 'ORG'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Panactum', 'GPE'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Salamis', 'PRODUCT'),\n",
+    "('Athens Demetrius', 'GPE'),\n",
+    "('Phanostratus', 'ORG'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Lachares', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Lachares', 'PERSON'),\n",
+    "('Boeotia', 'PERSON'),\n",
+    "('Lachares', 'PERSON'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Coronea', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Antigonus', 'LOC'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Lachares', 'PERSON'),\n",
+    "('Acropolis', 'NORP'),\n",
+    "('Musaeus', 'PERSON'),\n",
+    "('Syrian', 'NORP'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Macedonians,80', 'PRODUCT'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Museum', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Leocritus', 'ORG'),\n",
+    "('Protarchus', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Zeus of Freedom', 'ORG'),\n",
+    "('Leocritus', 'ORG'),\n",
+    "('Olympiodorus', 'GPE'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Munychia', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Eleusis', 'PERSON'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Cassander', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Aetolia', 'PERSON'),\n",
+    "('Aetolians', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Eleusis', 'ORG'),\n",
+    "('Phocians', 'NORP'),\n",
+    "('Elatea', 'ORG'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Artemis surnamed Leucophryne', 'ORG'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Magnesians', 'NORP'),\n",
+    "('Artemis Leucophryne', 'ORG'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Daedalus', 'PRODUCT'),\n",
+    "('Daedalus', 'PERSON'),\n",
+    "('Calos', 'PERSON'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Callias', 'NORP'),\n",
+    "('Endoeus', 'PERSON'),\n",
+    "('Erechtheum', 'GPE'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Erechtheus', 'ORG'),\n",
+    "('Butes', 'PERSON'),\n",
+    "('Hephaestus', 'ORG'),\n",
+    "('Butadae', 'PERSON'),\n",
+    "('Aphrodisias', 'GPE'),\n",
+    "('Caria', 'GPE'),\n",
+    "('Poseidon', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('all many years', 'DATE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Acropolis', 'NORP'),\n",
+    "('early days', 'DATE'),\n",
+    "('Polis', 'NORP'),\n",
+    "('the same day next year', 'DATE'),\n",
+    "('Carpasian', 'NORP'),\n",
+    "('Callimachus', 'PERSON'),\n",
+    "('Refiner of Art', 'ORG'),\n",
+    "('Athena Polias', 'ORG'),\n",
+    "('Hermes', 'ORG'),\n",
+    "('Cecrops', 'PERSON'),\n",
+    "('Daedalus', 'PERSON'),\n",
+    "('Persian', 'NORP'),\n",
+    "('Masistius', 'ORG'),\n",
+    "('Plataea,84', 'LAW'),\n",
+    "('Mardonius', 'ORG'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Mardonius', 'ORG'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Spartan', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Athens', 'GPE'),\n",
+    "('the very day', 'DATE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Pandrosus', 'GPE'),\n",
+    "('Athena Polias', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('the Sacred Offerings', 'ORG'),\n",
+    "('night', 'TIME'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Acropolis', 'NORP'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Lysimache', 'PERSON'),\n",
+    "('Erechtheus', 'ORG'),\n",
+    "('Eumolpus', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Erechtheus', 'PERSON'),\n",
+    "('Immaradus', 'GPE'),\n",
+    "('Eumolpus', 'GPE'),\n",
+    "('Theaenetus', 'ORG'),\n",
+    "('Tolmides', 'PERSON'),\n",
+    "('Tolmides', 'PERSON'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Peloponnesians', 'NORP'),\n",
+    "('Gythium', 'ORG'),\n",
+    "('Boeae', 'PERSON'),\n",
+    "('Cythera', 'ORG'),\n",
+    "('Sicyonia', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Euboea and Naxos', 'WORK_OF_ART'),\n",
+    "('Boeotia', 'PERSON'),\n",
+    "('Chaeronea', 'GPE'),\n",
+    "('Haliartus', 'ORG'),\n",
+    "('worsted.85 Such', 'FAC'),\n",
+    "('Tolmides', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('King', 'PERSON'),\n",
+    "('Calydonian', 'NORP'),\n",
+    "('Cycnus', 'GPE'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Cycnus', 'GPE'),\n",
+    "('Lycus', 'GPE'),\n",
+    "('Thracian', 'NORP'),\n",
+    "('Peneius', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Troezenian', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Pittheus', 'PERSON'),\n",
+    "('Troezen', 'ORG'),\n",
+    "('Troezenian', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('about seven years of age', 'DATE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Troezenian', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('sixteen years old', 'DATE'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Acropolis', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('Tethris', 'PRODUCT'),\n",
+    "('the days of old', 'DATE'),\n",
+    "('Nemean', 'NORP'),\n",
+    "('Parnassus', 'PERSON'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Calydon', 'GPE'),\n",
+    "('Crommyon', 'ORG'),\n",
+    "('Corinth', 'GPE'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('Poseidon', 'ORG'),\n",
+    "('Minos', 'ORG'),\n",
+    "('the Greek Sea', 'LOC'),\n",
+    "('Poseidon', 'PERSON'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Peloponnesus', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Argive', 'PERSON'),\n",
+    "('Corinth', 'GPE'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Attic', 'NORP'),\n",
+    "('Marathon', 'EVENT'),\n",
+    "('Androgeos', 'ORG'),\n",
+    "('Minos', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Androgeos', 'ORG'),\n",
+    "('Marathon Theseus', 'FAC'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Marathon', 'LOC'),\n",
+    "('Cylon', 'PRODUCT'),\n",
+    "('Olympian', 'PERSON'),\n",
+    "('Theagenes', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Marathon', 'ORG'),\n",
+    "('Pheidias', 'PERSON'),\n",
+    "('Centaurs', 'PERSON'),\n",
+    "('Lapithae', 'PERSON'),\n",
+    "('Mys,87', 'ORG'),\n",
+    "('Parrhasius', 'PERSON'),\n",
+    "('Evenor', 'GPE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Sunium', 'ORG'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Chalcidians', 'NORP'),\n",
+    "('Pericles', 'GPE'),\n",
+    "('Xanthippus', 'ORG'),\n",
+    "('Pheidias', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Lemnian', 'PERSON'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Cimon', 'ORG'),\n",
+    "('Miltiades', 'PERSON'),\n",
+    "('Pelasgians', 'NORP'),\n",
+    "('Acropolis', 'LOC'),\n",
+    "('Agrolas', 'PERSON'),\n",
+    "('Hyperbius', 'PERSON'),\n",
+    "('Sicilians', 'NORP'),\n",
+    "('Acarnania', 'GPE'),\n",
+    "('ATHENS', 'GPE'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Erechtheus', 'ORG'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Attica Philippides', 'PERSON'),\n",
+    "('Lacedaemon', 'PERSON'),\n",
+    "('Lacedacmonians', 'ORG'),\n",
+    "('Mount Parthenius', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('the Hill of Ares', 'FAC'),\n",
+    "('Ares', 'PERSON'),\n",
+    "('Halirrhothius', 'PERSON'),\n",
+    "('Orestes', 'ORG'),\n",
+    "('Athena Areia', 'ORG'),\n",
+    "('Ruthlessness', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('August', 'DATE'),\n",
+    "('Hesiod', 'PERSON'),\n",
+    "('Theogony89', 'GPE'),\n",
+    "('Erinyes', 'ORG'),\n",
+    "('Furies', 'ORG'),\n",
+    "('Aeschylus', 'PERSON'),\n",
+    "('Pluto, Hermes', 'ORG'),\n",
+    "('Earth', 'LOC'),\n",
+    "('the Hill of Ares', 'FAC'),\n",
+    "('Oedipus', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Oedipus', 'PERSON'),\n",
+    "('Oedipus Mecisteus', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Parabystum', 'NORP'),\n",
+    "('Triangle', 'ORG'),\n",
+    "('Green Court', 'ORG'),\n",
+    "('Red Court', 'ORG'),\n",
+    "('the present day', 'DATE'),\n",
+    "('Heliaea', 'PERSON'),\n",
+    "('At Palladium', 'WORK_OF_ART'),\n",
+    "('Troy Diomedes', 'PERSON'),\n",
+    "('night', 'TIME'),\n",
+    "('Phalerum', 'GPE'),\n",
+    "('Argives', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Argives', 'PERSON'),\n",
+    "('Palladium', 'ORG'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Whereupon Demophon', 'ORG'),\n",
+    "('Argive', 'PERSON'),\n",
+    "('Delphinium', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Pallas', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Court', 'ORG'),\n",
+    "('Prytaneum', 'GPE'),\n",
+    "('Erechtheus', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Zeus Polieus', 'PERSON'),\n",
+    "('year', 'DATE'),\n",
+    "('year', 'DATE'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Phreattys', 'PERSON'),\n",
+    "('Teucer', 'PERSON'),\n",
+    "('Telamon', 'PERSON'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('ATHENS', 'GPE'),\n",
+    "('XXIX', 'ORG'),\n",
+    "('the Hill of Ares', 'FAC'),\n",
+    "('Panathenaea', 'PERSON'),\n",
+    "('Delos', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Academy', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Ariste', 'PERSON'),\n",
+    "('Calliste (Fairest', 'ORG'),\n",
+    "('Pamphos', 'GPE'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('every year', 'DATE'),\n",
+    "('Dionysus Eleuthereus', 'PERSON'),\n",
+    "('Thrasybulus', 'ORG'),\n",
+    "('Lycus', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Pericles', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Marathon', 'EVENT'),\n",
+    "('Academy', 'ORG'),\n",
+    "('Thrace', 'GPE'),\n",
+    "('Drabescus,94', 'NORP'),\n",
+    "('Edonians', 'NORP'),\n",
+    "('Leagrus', 'PERSON'),\n",
+    "('Sophanes', 'ORG'),\n",
+    "('Decelea', 'ORG'),\n",
+    "('Argive', 'PERSON'),\n",
+    "('Nemean', 'FAC'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Priam', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Iolaus', 'ORG'),\n",
+    "('Sardinia', 'GPE'),\n",
+    "('Ionia', 'GPE'),\n",
+    "('Thrace', 'GPE'),\n",
+    "('Melanopus', 'PERSON'),\n",
+    "('Macartatus', 'PERSON'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Eleon', 'PERSON'),\n",
+    "('Tanagra', 'ORG'),\n",
+    "('Thessalian', 'NORP'),\n",
+    "('Peloponnesians', 'NORP'),\n",
+    "('Archidamus', 'NORP'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Cretan', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Cleisthenes', 'WORK_OF_ART'),\n",
+    "('Thessalians', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Cleone', 'ORG'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Aeginetans', 'NORP'),\n",
+    "('Persian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Olynthus,99', 'ORG'),\n",
+    "('Melesander', 'ORG'),\n",
+    "('Maeander', 'ORG'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Sparta', 'GPE'),\n",
+    "('Helots', 'ORG'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Cimon', 'ORG'),\n",
+    "('Miltiades', 'PERSON'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Tanagra,102', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Argives', 'GPE'),\n",
+    "('night', 'TIME'),\n",
+    "('the next day', 'DATE'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Thessalians', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Apollodorus', 'GPE'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Arsites', 'PERSON'),\n",
+    "('Phrygia', 'ORG'),\n",
+    "('Hellespont', 'GPE'),\n",
+    "('Perinthians', 'NORP'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Spintharus', 'GPE'),\n",
+    "('Lachares', 'PERSON'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Lacedaemonians', 'NORP'),\n",
+    "('Corinthians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Argives', 'PERSON'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Leuctra', 'GPE'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Corinth', 'GPE'),\n",
+    "('Euboea and Chios,107', 'WORK_OF_ART'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Sicily', 'GPE'),\n",
+    "('Nicias', 'PERSON'),\n",
+    "('Plataeans', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Nicias', 'PERSON'),\n",
+    "('Philistus', 'ORG'),\n",
+    "('Nicias', 'PERSON'),\n",
+    "('Nicias', 'PERSON'),\n",
+    "('Thrace', 'GPE'),\n",
+    "('Alcibiades', 'PERSON'),\n",
+    "('Arcadians', 'NORP'),\n",
+    "('Mantinea', 'GPE'),\n",
+    "('Eleans', 'NORP'),\n",
+    "('Lacedaemonians,110', 'PERSON'),\n",
+    "('Syracusans', 'PERSON'),\n",
+    "('Demosthenes', 'PERSON'),\n",
+    "('Sicily', 'PERSON'),\n",
+    "('Hellespont,111', 'GPE'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Delium', 'ORG'),\n",
+    "('Leosthenes', 'PERSON'),\n",
+    "('Thessaly', 'GPE'),\n",
+    "('Cimon', 'ORG'),\n",
+    "('Cyprus,114', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Attic', 'NORP'),\n",
+    "('Romans', 'NORP'),\n",
+    "('Carthaginians', 'NORP'),\n",
+    "('Tolmides', 'PERSON'),\n",
+    "('Cimon', 'ORG'),\n",
+    "('Conon and Timotheus', 'WORK_OF_ART'),\n",
+    "('Miltiades', 'PERSON'),\n",
+    "('Cimon', 'ORG'),\n",
+    "('Zeno', 'PERSON'),\n",
+    "('Mnaseas', 'PERSON'),\n",
+    "('Nicias', 'PERSON'),\n",
+    "('Nicomedes', 'PRODUCT'),\n",
+    "('Harmodius', 'PERSON'),\n",
+    "('Aristogeiton', 'PERSON'),\n",
+    "('Hipparchus', 'PERSON'),\n",
+    "('Peisistratus', 'ORG'),\n",
+    "('Ephialtes', 'PERSON'),\n",
+    "('Areopagus,118', 'PERSON'),\n",
+    "('Lycurgus,119', 'PERSON'),\n",
+    "('Lycophron', 'ORG'),\n",
+    "('six thousand five hundred', 'DATE'),\n",
+    "('Pericles', 'GPE'),\n",
+    "('Xanthippus', 'ORG'),\n",
+    "('Goddess', 'PRODUCT'),\n",
+    "('Peiraeus', 'PERSON'),\n",
+    "('Lyceum', 'ORG'),\n",
+    "('Lachares', 'PERSON'),\n",
+    "('THE ACADEMY OF ATHENS', 'ORG'),\n",
+    "('Academy', 'ORG'),\n",
+    "('Love', 'WORK_OF_ART'),\n",
+    "('Charmus', 'ORG'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Anteros (Love Avenged', 'WORK_OF_ART'),\n",
+    "('the Athenian Meles', 'ORG'),\n",
+    "('Timagoras', 'GPE'),\n",
+    "('Timagoras', 'PERSON'),\n",
+    "('Timagoras', 'PERSON'),\n",
+    "('Anteros', 'LOC'),\n",
+    "('Timagoras', 'GPE'),\n",
+    "('Academy', 'ORG'),\n",
+    "('Prometheus', 'PERSON'),\n",
+    "('Muses', 'PRODUCT'),\n",
+    "('Hermes', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Academy', 'ORG'),\n",
+    "('Plato', 'PERSON'),\n",
+    "('the night', 'TIME'),\n",
+    "('Plato', 'PERSON'),\n",
+    "('Socrates', 'PRODUCT'),\n",
+    "('Swan', 'WORK_OF_ART'),\n",
+    "('Ligyes', 'PERSON'),\n",
+    "('Eridanus', 'LOC'),\n",
+    "('Celtic', 'NORP'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Ligyes', 'PERSON'),\n",
+    "('Timon', 'ORG'),\n",
+    "('the Hill of Horses', 'ORG'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Oedipus', 'PERSON'),\n",
+    "('Homer', 'PERSON'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Peirithous', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Oedipus', 'PERSON'),\n",
+    "('Adrastus', 'ORG'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('ALIMUS', 'ORG'),\n",
+    "('ZOSTER', 'ORG'),\n",
+    "('PROSPALTA', 'ORG'),\n",
+    "('ANAGYRUS', 'ORG'),\n",
+    "('CEPHALE', 'ORG'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Alimus', 'FAC'),\n",
+    "('Demeter Lawgiver', 'PERSON'),\n",
+    "('Maid', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Leto', 'PERSON'),\n",
+    "('Leto', 'PERSON'),\n",
+    "('Prospalta', 'PERSON'),\n",
+    "('Maid', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Anagyrus', 'PERSON'),\n",
+    "('Cephale', 'ORG'),\n",
+    "('Dioscuri', 'ORG'),\n",
+    "('Prasiae', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Hyperboreans', 'NORP'),\n",
+    "('Hyperboreans', 'NORP'),\n",
+    "('Arimaspi', 'PERSON'),\n",
+    "('Arimaspi', 'PERSON'),\n",
+    "('Issedones', 'ORG'),\n",
+    "('Scythians', 'NORP'),\n",
+    "('Sinope', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Prasiae', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Delos', 'PERSON'),\n",
+    "('Prasiae', 'ORG'),\n",
+    "('Erysichthon', 'GPE'),\n",
+    "('Delos', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Lamptrae', 'PERSON'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Xuthus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Eleusis', 'PERSON'),\n",
+    "('PHYLA & MYRRHINUS', 'ORG'),\n",
+    "('Phlya', 'PERSON'),\n",
+    "('Myrrhinus', 'GPE'),\n",
+    "('Apollo Dionysodotus', 'ORG'),\n",
+    "('Artemis Light', 'ORG'),\n",
+    "('Dionysus Flower', 'ORG'),\n",
+    "('Ismenian', 'NORP'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Great', 'FAC'),\n",
+    "('Demeter Anesidora', 'PERSON'),\n",
+    "('Gifts', 'PERSON'),\n",
+    "('Zeus Ctesius', 'PERSON'),\n",
+    "('Tithrone Athena', 'ORG'),\n",
+    "('August', 'DATE'),\n",
+    "('Myrrhinus', 'GPE'),\n",
+    "('Colaenis', 'NORP'),\n",
+    "('Athmonia', 'GPE'),\n",
+    "('Artemis Amarysia', 'ORG'),\n",
+    "('Euboea', 'GPE'),\n",
+    "('Amarysia', 'PERSON'),\n",
+    "('Amarysia', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athmonia', 'GPE'),\n",
+    "('Colaenis', 'NORP'),\n",
+    "('Myrrhinus', 'GPE'),\n",
+    "('Colaenus', 'GPE'),\n",
+    "('Cecrops', 'GPE'),\n",
+    "('Colaenus', 'PERSON'),\n",
+    "('Myrrhinusians', 'NORP'),\n",
+    "('Cecrops', 'PERSON'),\n",
+    "('Acharnae', 'PERSON'),\n",
+    "('Apollo Agyieus', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Athena Health', 'ORG'),\n",
+    "('Athena Horse', 'ORG'),\n",
+    "('Dionysus Singer', 'PERSON'),\n",
+    "('Dionysus Ivy', 'PERSON'),\n",
+    "('MT PENTELICUS', 'PERSON'),\n",
+    "('MT PARNES &', 'ORG'),\n",
+    "('Attic', 'NORP'),\n",
+    "('Pentelicus', 'ORG'),\n",
+    "('Parnes', 'ORG'),\n",
+    "('Hymettus', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Pentelicus', 'ORG'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Hymettus', 'ORG'),\n",
+    "('Zeus Hymettius', 'PERSON'),\n",
+    "('Zeus Rain-god', 'FAC'),\n",
+    "('Apollo Foreseer', 'PERSON'),\n",
+    "('Parnes', 'ORG'),\n",
+    "('Zeus Parnethius', 'PERSON'),\n",
+    "('Zeus Semaleus', 'PERSON'),\n",
+    "('Parnes', 'PRODUCT'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Averter', 'PERSON'),\n",
+    "('Anchesmus', 'NORP'),\n",
+    "('Zeus Anchesmius', 'PERSON'),\n",
+    "('MARATHON', 'ORG'),\n",
+    "('Marathon', 'FAC'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Carystus', 'NORP'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('the Boeotian Plataeans', 'ORG'),\n",
+    "('Miltiades', 'PERSON'),\n",
+    "('Cimon', 'ORG'),\n",
+    "('Paros', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('every night', 'TIME'),\n",
+    "('Marathonians', 'NORP'),\n",
+    "('Marathon', 'EVENT'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('god', 'PERSON'),\n",
+    "('Echetlaeus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Marathon', 'DATE'),\n",
+    "('Macaria', 'LANGUAGE'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Tiryns', 'ORG'),\n",
+    "('Eurystheus', 'PERSON'),\n",
+    "('Ceyx', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Eurystheus', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Peloponnesians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Eurystheus', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Thereupon Macaria', 'PERSON'),\n",
+    "('Deianeira', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Marathon a lake', 'FAC'),\n",
+    "('Artaphernes', 'ORG'),\n",
+    "('the Hill of Pan', 'ORG'),\n",
+    "(\"Pan's\", 'ORG'),\n",
+    "('BRAURON', 'ORG'),\n",
+    "('Marathon', 'ORG'),\n",
+    "('Brauron', 'ORG'),\n",
+    "('Iphigenia', 'GPE'),\n",
+    "('Agamemnon', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Tauri', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('RHAMNUS', 'PRODUCT'),\n",
+    "('Oropus', 'ORG'),\n",
+    "('Rhamnus', 'PRODUCT'),\n",
+    "('Nemesis', 'WORK_OF_ART'),\n",
+    "('Marathon', 'EVENT'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Parian', 'NORP'),\n",
+    "('Pheidias', 'PERSON'),\n",
+    "('Nemesis', 'WORK_OF_ART'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Ocean', 'ORG'),\n",
+    "('Nemesis', 'PERSON'),\n",
+    "('Iberians', 'NORP'),\n",
+    "('Celts', 'NORP'),\n",
+    "('Ocean', 'ORG'),\n",
+    "('Britain', 'GPE'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Syene', 'PERSON'),\n",
+    "('the Red Sea', 'LOC'),\n",
+    "('Ichthyophagi', 'NORP'),\n",
+    "('Meroe', 'PERSON'),\n",
+    "('Aethiopian', 'NORP'),\n",
+    "('Nile', 'LOC'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Mauri', 'ORG'),\n",
+    "('Nasamones', 'ORG'),\n",
+    "('Nasamones', 'ORG'),\n",
+    "('Herodotus', 'NORP'),\n",
+    "('Atlantes', 'LOC'),\n",
+    "('Lixitae', 'FAC'),\n",
+    "('Libyans', 'NORP'),\n",
+    "('Mount Atlas', 'LOC'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Nasamones', 'ORG'),\n",
+    "('Atlas', 'GPE'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Atlas', 'PERSON'),\n",
+    "('the spring', 'DATE'),\n",
+    "('Nile', 'LOC'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Mount Atlas', 'PERSON'),\n",
+    "('Nasamones', 'ORG'),\n",
+    "('Smyrnaeans', 'NORP'),\n",
+    "('Nemesis', 'WORK_OF_ART'),\n",
+    "('Love', 'WORK_OF_ART'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Nemesis', 'PERSON'),\n",
+    "('Helen', 'PERSON'),\n",
+    "('Leda', 'PERSON'),\n",
+    "('Helen', 'GPE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Tyndareus', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Pheidias', 'PERSON'),\n",
+    "('Helen', 'PERSON'),\n",
+    "('Nemesis', 'WORK_OF_ART'),\n",
+    "('Leda', 'PERSON'),\n",
+    "('Tyndareus', 'PERSON'),\n",
+    "('Hippeus', 'PERSON'),\n",
+    "('Agamemnon', 'ORG'),\n",
+    "('Menelaus', 'PERSON'),\n",
+    "('Pyrrhus', 'PERSON'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Hermione', 'PERSON'),\n",
+    "('Helen', 'PERSON'),\n",
+    "('Orestes', 'ORG'),\n",
+    "('Hermione', 'PERSON'),\n",
+    "('Oenoe', 'PRODUCT'),\n",
+    "('Oropus', 'ORG'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Tanagra', 'ORG'),\n",
+    "('Boeotia', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Amphiaraus', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Chariot', 'PRODUCT'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Chalcis', 'GPE'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Oropians', 'ORG'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Eleus', 'NORP'),\n",
+    "('Chersonnesus', 'PERSON'),\n",
+    "('Protesilaus', 'PERSON'),\n",
+    "('Lebadea', 'ORG'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Trophonius', 'GPE'),\n",
+    "('Oropians', 'ORG'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Heracles', 'GPE'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Apollo Healer', 'PERSON'),\n",
+    "('Hestia', 'PERSON'),\n",
+    "('Hermes', 'ORG'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Amphilochus', 'PERSON'),\n",
+    "('Eriphyle', 'GPE'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Amphilochus', 'PERSON'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Panacea', 'ORG'),\n",
+    "('Iaso, Health', 'ORG'),\n",
+    "('Athena Healer', 'PERSON'),\n",
+    "('Pan', 'ORG'),\n",
+    "('Achelous', 'PERSON'),\n",
+    "('Cephisus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Amphilochus', 'PERSON'),\n",
+    "('Mallus', 'NORP'),\n",
+    "('Cilicia', 'ORG'),\n",
+    "('Oropians', 'ORG'),\n",
+    "('the spring', 'DATE'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Iophon', 'PERSON'),\n",
+    "('Cnossian', 'NORP'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Amphiaraus', 'ORG'),\n",
+    "('Amphiaraus', 'PERSON'),\n",
+    "('SALAMIS', 'ORG'),\n",
+    "('XXXV', 'ORG'),\n",
+    "('Attica', 'GPE'),\n",
+    "('the Island of Patroclus', 'LOC'),\n",
+    "('Sunium', 'LOC'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Helen', 'PERSON'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Helene', 'PERSON'),\n",
+    "('Salamis', 'ORG'),\n",
+    "('Eleusis', 'ORG'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Cychreus', 'GPE'),\n",
+    "('Salamis', 'WORK_OF_ART'),\n",
+    "('Asopus', 'ORG'),\n",
+    "('Aeginetans', 'NORP'),\n",
+    "('Telamon', 'PERSON'),\n",
+    "('Philaeus', 'PERSON'),\n",
+    "('Eurysaces', 'PERSON'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Salaminians', 'NORP'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Aeschetades', 'PERSON'),\n",
+    "('Salamis', 'ORG'),\n",
+    "('Salaminians', 'NORP'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Eurysaces', 'PERSON'),\n",
+    "('Eurysaces', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Salamis', 'PRODUCT'),\n",
+    "('Telamon', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Salamis', 'PERSON'),\n",
+    "('Ajax', 'PERSON'),\n",
+    "('Aeolians', 'NORP'),\n",
+    "('Ilium', 'ORG'),\n",
+    "('Odysseus', 'PERSON'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Mysian', 'NORP'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Celts', 'NORP'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Magnesians', 'NORP'),\n",
+    "('Lethaeus', 'PERSON'),\n",
+    "('Protophanes', 'ORG'),\n",
+    "('Olympia', 'PERSON'),\n",
+    "('one day', 'DATE'),\n",
+    "('Milesians', 'NORP'),\n",
+    "('Lade', 'PERSON'),\n",
+    "('Asterius', 'ORG'),\n",
+    "('Asterius', 'ORG'),\n",
+    "('Asterius', 'ORG'),\n",
+    "('Anax', 'GPE'),\n",
+    "('Anax', 'ORG'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Lydia', 'PERSON'),\n",
+    "('The Doors of Temenus', 'ORG'),\n",
+    "('Geryon', 'ORG'),\n",
+    "('Chrysaor', 'ORG'),\n",
+    "('Geryon', 'ORG'),\n",
+    "('Geryon', 'ORG'),\n",
+    "('Gadeira', 'PERSON'),\n",
+    "('Lydians', 'ORG'),\n",
+    "('Hyllus', 'PRODUCT'),\n",
+    "('Earth', 'LOC'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Omphale', 'ORG'),\n",
+    "('Hyllus', 'PRODUCT'),\n",
+    "('Salamis', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Neocles', 'GPE'),\n",
+    "('Cychreus', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Cychreus', 'PERSON'),\n",
+    "('Salamis', 'LAW'),\n",
+    "('Psyttalea', 'GPE'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Xerxes', 'PRODUCT'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Psyttalea', 'GPE'),\n",
+    "('Eleusis', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('this day', 'DATE'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Anthemocritus', 'ORG'),\n",
+    "('Molottus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Plutarch,130', 'PERSON'),\n",
+    "('Scirum', 'PRODUCT'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Erechtheus', 'ORG'),\n",
+    "('Dodona', 'PERSON'),\n",
+    "('Scirus', 'PRODUCT'),\n",
+    "('Phalerum', 'GPE'),\n",
+    "('Athena Sciras', 'ORG'),\n",
+    "('Elusinians', 'NORP'),\n",
+    "('Cephisodorus', 'PERSON'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Macedon', 'GPE'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Attalus', 'ORG'),\n",
+    "('Mysian', 'NORP'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Aetolians', 'GPE'),\n",
+    "('Rhodians', 'NORP'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('islanders', 'NORP'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Mysia', 'GPE'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Rhodians', 'NORP'),\n",
+    "('Macedonian', 'NORP'),\n",
+    "('Cephisodorus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Italy', 'GPE'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Macedonians', 'NORP'),\n",
+    "('Perseus', 'PERSON'),\n",
+    "('Philip', 'GPE'),\n",
+    "('Italy', 'GPE'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Demetrius', 'PERSON'),\n",
+    "('Macedon', 'GPE'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Cassander', 'PRODUCT'),\n",
+    "('Cephisodorus', 'PERSON'),\n",
+    "('Heliodorus', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Poliarchus', 'GPE'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Xerxes', 'PRODUCT'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Acestium', 'PERSON'),\n",
+    "('Xenocles', 'PERSON'),\n",
+    "('Sophocles', 'PERSON'),\n",
+    "('Leon', 'PERSON'),\n",
+    "('Leon', 'PERSON'),\n",
+    "('Sophocles', 'PERSON'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Theophrastus', 'NORP'),\n",
+    "('Themistocles', 'ORG'),\n",
+    "('Lacius', 'ORG'),\n",
+    "('Laciadae', 'PERSON'),\n",
+    "('Nicocles of Tarentum', 'ORG'),\n",
+    "('Zephyrus', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Phytalus', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Phytalus', 'PERSON'),\n",
+    "('Phytalus', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('August', 'DATE'),\n",
+    "('Whence Phytalus', 'ORG'),\n",
+    "('Cephisus', 'ORG'),\n",
+    "('Theodorus', 'GPE'),\n",
+    "('Mnesimache', 'PRODUCT'),\n",
+    "('Cephisus', 'ORG'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Homer,134', 'PERSON'),\n",
+    "('Peleus', 'PERSON'),\n",
+    "('Achilles', 'PERSON'),\n",
+    "('Troy', 'GPE'),\n",
+    "('Spercheus', 'PERSON'),\n",
+    "('Cephisus', 'ORG'),\n",
+    "('Zeus Meilichius', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Phytalus', 'PERSON'),\n",
+    "('Sinis', 'ORG'),\n",
+    "('Pittheus', 'PERSON'),\n",
+    "('Phaselis', 'PERSON'),\n",
+    "('Mnesitheus', 'GPE'),\n",
+    "('Iacchus', 'NORP'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Eleusis', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('the Macedonian Harpalus', 'FAC'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Asia', 'LOC'),\n",
+    "('Europe', 'LOC'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Alexander', 'PERSON'),\n",
+    "('Pythonice', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Corinth', 'GPE'),\n",
+    "('Greek', 'NORP'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Cephalus', 'ORG'),\n",
+    "('Deion', 'ORG'),\n",
+    "('Amphitryon', 'PERSON'),\n",
+    "('Teleboans', 'NORP'),\n",
+    "('Cephallenia', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Procris', 'PERSON'),\n",
+    "('Chalcinus', 'LOC'),\n",
+    "('Daetus', 'ORG'),\n",
+    "('Cephalus', 'ORG'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('ELEUSIS', 'ORG'),\n",
+    "('Rheiti', 'PERSON'),\n",
+    "('Euripus', 'ORG'),\n",
+    "('Chalcidians', 'NORP'),\n",
+    "('Maid', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Crocon', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Saesara', 'GPE'),\n",
+    "('Celeus', 'PERSON'),\n",
+    "('Scambonidae', 'ORG'),\n",
+    "('Crocon', 'ORG'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Eumolpus', 'GPE'),\n",
+    "('Eumolpus', 'NORP'),\n",
+    "('Thrace', 'GPE'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Chione', 'GPE'),\n",
+    "('Oreithyia', 'PERSON'),\n",
+    "('Homer', 'PERSON'),\n",
+    "('Eumolpus', 'ORG'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Erechtheus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Immaradus', 'GPE'),\n",
+    "('Eumolpus', 'GPE'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Eumolpus', 'NORP'),\n",
+    "('Celeus', 'PERSON'),\n",
+    "('Pamphos', 'PERSON'),\n",
+    "('Homer', 'ORG'),\n",
+    "('Diogenia', 'GPE'),\n",
+    "('Pammerope', 'GPE'),\n",
+    "('Saesara', 'GPE'),\n",
+    "('Ceryx', 'LOC'),\n",
+    "('Ceryces', 'ORG'),\n",
+    "('Cecrops', 'GPE'),\n",
+    "('Hermes', 'ORG'),\n",
+    "('Eumolpus', 'GPE'),\n",
+    "('Hippothoon', 'PERSON'),\n",
+    "('Zarex', 'GPE'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Lacedaemonian', 'PERSON'),\n",
+    "('Zarax', 'PERSON'),\n",
+    "('Laconian', 'NORP'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Zarex', 'GPE'),\n",
+    "('ELEUSIS', 'ORG'),\n",
+    "('Eleusis', 'ORG'),\n",
+    "('Cephisus', 'ORG'),\n",
+    "('Cephisus', 'ORG'),\n",
+    "('Erineus', 'PERSON'),\n",
+    "('Pluto', 'PERSON'),\n",
+    "('Maid', 'PERSON'),\n",
+    "('Cephisus Theseus', 'PERSON'),\n",
+    "('Polypemon', 'PERSON'),\n",
+    "('surnamed Procrustes', 'PERSON'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Portal', 'ORG'),\n",
+    "('Poseidon Father', 'PERSON'),\n",
+    "('Callichorum', 'WORK_OF_ART'),\n",
+    "('Eleusinians', 'NORP'),\n",
+    "('Rharium', 'PERSON'),\n",
+    "('Triptolemus', 'ORG'),\n",
+    "('Eleusis', 'PERSON'),\n",
+    "('Daeira', 'PERSON'),\n",
+    "('Ocean', 'ORG'),\n",
+    "('Ogygus', 'PERSON'),\n",
+    "('Eleusis', 'ORG'),\n",
+    "('ELEUTHERAE', 'EVENT'),\n",
+    "('Eleusis to Boeotia', 'ORG'),\n",
+    "('Plataean', 'NORP'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Boeotia', 'PERSON'),\n",
+    "('Cithaeron', 'LOC'),\n",
+    "('Eleutherae', 'PERSON'),\n",
+    "('Athenian', 'NORP'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Eleutherae', 'PERSON'),\n",
+    "('Antiope', 'PERSON'),\n",
+    "('the spring', 'DATE'),\n",
+    "('Eleutherae', 'PERSON'),\n",
+    "('Cithaeron', 'LOC'),\n",
+    "('ELEUSIS', 'ORG'),\n",
+    "('XXXIX', 'ORG'),\n",
+    "('Eleusis', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Anthium', 'EVENT'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Celeus', 'GPE'),\n",
+    "('Argive', 'PERSON'),\n",
+    "('Metaneira', 'PERSON'),\n",
+    "('Metaneira', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Creon', 'PRODUCT'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Laodamas', 'GPE'),\n",
+    "('Eteocles', 'LOC'),\n",
+    "('Adrastus', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Eleusinian', 'NORP'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Alope', 'GPE'),\n",
+    "('Hippothoon', 'PERSON'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Cercyon', 'PERSON'),\n",
+    "('the Wrestling Ground of Cercyon', 'ORG'),\n",
+    "('Alope', 'GPE'),\n",
+    "('Cercyon', 'GPE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('MEGARA', 'PERSON'),\n",
+    "('Eleusis', 'PERSON'),\n",
+    "('Megaris', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Pylas', 'PERSON'),\n",
+    "('Pandion', 'LOC'),\n",
+    "('Pandion', 'LOC'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Aegeus', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Corinth', 'GPE'),\n",
+    "('Megarians', 'ORG'),\n",
+    "('Nisaea', 'GPE'),\n",
+    "('Codrus the Peloponnesians', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Corinthians', 'NORP'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Dorians', 'NORP'),\n",
+    "('Phoroneus', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Megareus', 'PERSON'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Onchestus', 'ORG'),\n",
+    "('Boeotians', 'NORP'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Minos', 'ORG'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Nisa', 'PERSON'),\n",
+    "('Phoroneus the Megarians', 'ORG'),\n",
+    "('Lelex', 'ORG'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Leleges', 'PERSON'),\n",
+    "('Lelex', 'ORG'),\n",
+    "('Cleson', 'GPE'),\n",
+    "('Cleson Pylas', 'PERSON'),\n",
+    "('Pylas Sciron', 'PERSON'),\n",
+    "('Pandion', 'LOC'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Pandion', 'ORG'),\n",
+    "('Aeacus', 'ORG'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Sciron', 'ORG'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Megareus', 'PERSON'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Iphinoe', 'PERSON'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('the Cretan war', 'EVENT'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('MEGARA', 'PERSON'),\n",
+    "('XL', 'ORG'),\n",
+    "('Cylon the Athenian', 'ORG'),\n",
+    "('Theagenes', 'PERSON'),\n",
+    "('Sithnid', 'ORG'),\n",
+    "('Sithnid', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Megarus', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Deucalion', 'ORG'),\n",
+    "('Gerania', 'GPE'),\n",
+    "('Gerania', 'PERSON'),\n",
+    "('Megarus', 'PERSON'),\n",
+    "('our day', 'DATE'),\n",
+    "('Roman', 'NORP'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Mardonius', 'ORG'),\n",
+    "('Mardonius at Thebes', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('the day', 'DATE'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Strongylion', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Peloponnesians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Theocosmus', 'LOC'),\n",
+    "('Pheidias', 'PERSON'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('the seasons', 'DATE'),\n",
+    "('Theocosmus', 'LOC'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Salamis', 'PRODUCT'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Salamis', 'PRODUCT'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Dorycleans', 'NORP'),\n",
+    "('Salamis', 'PRODUCT'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('the present day', 'DATE'),\n",
+    "('Caria', 'ORG'),\n",
+    "('Phoroneus', 'PERSON'),\n",
+    "('Dionysus Nyctelius', 'PERSON'),\n",
+    "('Aphrodite Epistrophia', 'PERSON'),\n",
+    "('Night', 'WORK_OF_ART'),\n",
+    "('Zeus Conius', 'PERSON'),\n",
+    "('Dusty', 'ORG'),\n",
+    "('Asclepius', 'ORG'),\n",
+    "('XLI', 'ORG'),\n",
+    "('Alcmena', 'ORG'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Heracleidae', 'PERSON'),\n",
+    "('Alcmena', 'ORG'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Amphitryon', 'PERSON'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Alcmena', 'ORG'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Rhus', 'ORG'),\n",
+    "('Theagenes', 'PERSON'),\n",
+    "('Achelous', 'PERSON'),\n",
+    "('Hyllus', 'PRODUCT'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('Arcadian', 'NORP'),\n",
+    "('Echemus', 'LOC'),\n",
+    "('Echemus', 'ORG'),\n",
+    "('Hyllus', 'PRODUCT'),\n",
+    "('Hyllus', 'PRODUCT'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Heracleidae', 'PERSON'),\n",
+    "('Peloponnesus', 'PRODUCT'),\n",
+    "('Orestes', 'ORG'),\n",
+    "('Hyllus', 'PRODUCT'),\n",
+    "('Isis', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Cithaeronian', 'PRODUCT'),\n",
+    "('Euippus', 'ORG'),\n",
+    "('Megareus', 'GPE'),\n",
+    "('Timalcus', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Dioscuri', 'ORG'),\n",
+    "('Aphidna', 'ORG'),\n",
+    "('Megareus', 'PERSON'),\n",
+    "('Cithaeronian', 'PERSON'),\n",
+    "('Pelops', 'ORG'),\n",
+    "('Artemis Agrotera', 'WORK_OF_ART'),\n",
+    "('Apollo Agraeus', 'PERSON'),\n",
+    "('Hunter', 'PERSON'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Cithaeron', 'GPE'),\n",
+    "('Timalcus', 'ORG'),\n",
+    "('Megareus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Alcman', 'NORP'),\n",
+    "('Athens', 'GPE'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Pindar', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Dioscuri', 'ORG'),\n",
+    "('Helen', 'PERSON'),\n",
+    "('Peirithous', 'ORG'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Pelops', 'ORG'),\n",
+    "('Megarians', 'NORP'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Megareus', 'PERSON'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Megareus', 'GPE'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Elis', 'PERSON'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Megarians', 'ORG'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Cithaeron', 'LOC'),\n",
+    "('Artemis Agrotera', 'ORG'),\n",
+    "('Apollo Agraeus', 'PERSON'),\n",
+    "('Pandion', 'PERSON'),\n",
+    "('Pandion', 'LAW'),\n",
+    "('the Rock of Athena Aethyia', 'ORG'),\n",
+    "('Pandion', 'PERSON'),\n",
+    "('Hippolyte', 'ORG'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Amazons', 'ORG'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Antiope', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Hippolyte', 'ORG'),\n",
+    "('Antiope', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Themiscyra', 'PERSON'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Amazonian', 'NORP'),\n",
+    "('Tereus', 'GPE'),\n",
+    "('Procne', 'PERSON'),\n",
+    "('Pandion', 'ORG'),\n",
+    "('Tereus', 'PERSON'),\n",
+    "('Pagae', 'GPE'),\n",
+    "('Springs', 'GPE'),\n",
+    "('Megaris', 'PERSON'),\n",
+    "('Daulis', 'GPE'),\n",
+    "('Chaeronea', 'GPE'),\n",
+    "('Greece', 'GPE'),\n",
+    "('Tereus', 'PERSON'),\n",
+    "('Philomela', 'PERSON'),\n",
+    "('Itys', 'PERSON'),\n",
+    "('Tereus', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Athens', 'GPE'),\n",
+    "('XLII', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Megareus', 'GPE'),\n",
+    "('Cretan', 'GPE'),\n",
+    "('Onchestus', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Periboea', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Nile', 'LOC'),\n",
+    "('Memnon', 'ORG'),\n",
+    "('Aethiopia', 'ORG'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Susa', 'PERSON'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('Memnon', 'ORG'),\n",
+    "('Phamenoph', 'PERSON'),\n",
+    "('Sesostris', 'NORP'),\n",
+    "('Cambyses', 'PERSON'),\n",
+    "('every day', 'DATE'),\n",
+    "('Timalcus', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Athena Victory', 'ORG'),\n",
+    "('Athena Aeantis', 'NORP'),\n",
+    "('Megarian', 'NORP'),\n",
+    "('Telamon', 'PERSON'),\n",
+    "('Aeacus', 'ORG'),\n",
+    "('Periboea', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Pythian', 'PERSON'),\n",
+    "('Decatephorus (Bringer of Tithes', 'ORG'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Aeginetan', 'ORG'),\n",
+    "('Cyprus', 'GPE'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Demeter Thesmophorus', 'PERSON'),\n",
+    "('Callipolis', 'NORP'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Ischepolis', 'PERSON'),\n",
+    "('Aetolia', 'GPE'),\n",
+    "('Callipolis', 'NORP'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Ischepolis', 'NORP'),\n",
+    "('Callipolis', 'NORP'),\n",
+    "('Ino', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Ino', 'PERSON'),\n",
+    "('Cleso', 'ORG'),\n",
+    "('Tauropolis', 'PERSON'),\n",
+    "('Cleson', 'GPE'),\n",
+    "('Lelex', 'ORG'),\n",
+    "('Leucothea', 'PERSON'),\n",
+    "('XLII', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Megareus', 'GPE'),\n",
+    "('Cretan', 'GPE'),\n",
+    "('Onchestus', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Athenians', 'NORP'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Periboea', 'PERSON'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Crete', 'GPE'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Nile', 'LOC'),\n",
+    "('Memnon', 'ORG'),\n",
+    "('Aethiopia', 'ORG'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Susa', 'PERSON'),\n",
+    "('Thebans', 'NORP'),\n",
+    "('Memnon', 'ORG'),\n",
+    "('Phamenoph', 'PERSON'),\n",
+    "('Sesostris', 'NORP'),\n",
+    "('Cambyses', 'PERSON'),\n",
+    "('every day', 'DATE'),\n",
+    "('Timalcus', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Athena Victory', 'ORG'),\n",
+    "('Athena Aeantis', 'NORP'),\n",
+    "('Megarian', 'NORP'),\n",
+    "('Telamon', 'PERSON'),\n",
+    "('Aeacus', 'ORG'),\n",
+    "('Periboea', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Ajax', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Athena', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Pythian', 'PERSON'),\n",
+    "('Decatephorus (Bringer of Tithes', 'ORG'),\n",
+    "('Egyptian', 'NORP'),\n",
+    "('Aeginetan', 'ORG'),\n",
+    "('Cyprus', 'GPE'),\n",
+    "('Aethiopians', 'PERSON'),\n",
+    "('Demeter Thesmophorus', 'PERSON'),\n",
+    "('Callipolis', 'NORP'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Ischepolis', 'PERSON'),\n",
+    "('Aetolia', 'GPE'),\n",
+    "('Callipolis', 'NORP'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Ischepolis', 'NORP'),\n",
+    "('Callipolis', 'NORP'),\n",
+    "('Ino', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Ino', 'PERSON'),\n",
+    "('Cleso', 'ORG'),\n",
+    "('Tauropolis', 'PERSON'),\n",
+    "('Cleson', 'GPE'),\n",
+    "('Lelex', 'ORG'),\n",
+    "('Leucothea', 'PERSON'),\n",
+    "('Iphigenia', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Iphigenia', 'GPE'),\n",
+    "('Arcadians', 'NORP'),\n",
+    "('Hesiod', 'PERSON'),\n",
+    "('A Catalogue of Women', 'WORK_OF_ART'),\n",
+    "('Iphigenia', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Hecate', 'ORG'),\n",
+    "('Herodotus', 'NORP'),\n",
+    "('Tauri', 'GPE'),\n",
+    "('Scythia', 'GPE'),\n",
+    "('Iphigenia', 'GPE'),\n",
+    "('Agamemnon', 'ORG'),\n",
+    "('Adrastus', 'ORG'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Aegialeus', 'GPE'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Agamemnon', 'ORG'),\n",
+    "('Calchas', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Troy', 'PERSON'),\n",
+    "('Euippus', 'ORG'),\n",
+    "('Megareus', 'GPE'),\n",
+    "('Ischepolis', 'PERSON'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Anaclethris', 'PERSON'),\n",
+    "('Demeter', 'PERSON'),\n",
+    "('our day', 'DATE'),\n",
+    "('Megarian', 'NORP'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Persian', 'NORP'),\n",
+    "('the Aesymnium (Shrine of Aesymnus', 'ORG'),\n",
+    "('Agamemnon', 'ORG'),\n",
+    "('Hyperion', 'ORG'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Sandion', 'ORG'),\n",
+    "('Aesymnus', 'GPE'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('my day', 'DATE'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Pyrgo', 'ORG'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Euaechme', 'PERSON'),\n",
+    "('Megareus', 'PERSON'),\n",
+    "('Iphinoe', 'GPE'),\n",
+    "('Alcathous', 'GPE'),\n",
+    "('Iphiaoe', 'GPE'),\n",
+    "('Delians', 'NORP'),\n",
+    "('Hecaerge', 'PERSON'),\n",
+    "('Opis', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Astycratea', 'ORG'),\n",
+    "('Manto', 'PERSON'),\n",
+    "('Polyidus', 'GPE'),\n",
+    "('Coeranus', 'GPE'),\n",
+    "('Abas', 'ORG'),\n",
+    "('Melampus', 'ORG'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Alcathous', 'PERSON'),\n",
+    "('Callipolis', 'NORP'),\n",
+    "('Polyidus', 'PERSON'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('our day', 'DATE'),\n",
+    "('Parian', 'NORP'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Dasyllius', 'PERSON'),\n",
+    "('Euchenor', 'PRODUCT'),\n",
+    "('Coeranus', 'GPE'),\n",
+    "('Polyidus', 'GPE'),\n",
+    "('Dionysus', 'PERSON'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Aphrodite surnamed Praxis (Action', 'ORG'),\n",
+    "('Consoler', 'PERSON'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Scopas', 'PERSON'),\n",
+    "('Love and Desire', 'WORK_OF_ART'),\n",
+    "('Aphrodite', 'PERSON'),\n",
+    "('Fortune', 'WORK_OF_ART'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Lysippus', 'PERSON'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Crotopus', 'PRODUCT'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Crotopus', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Crotopus', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Vengeance', 'PERSON'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Argives', 'GPE'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Delphi', 'ORG'),\n",
+    "('Vengeance', 'PERSON'),\n",
+    "('Pythia', 'GPE'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Argos', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Mount Gerania', 'LOC'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('XLIV', 'ORG'),\n",
+    "('Coroebus', 'ORG'),\n",
+    "('Orsippus', 'PERSON'),\n",
+    "('Olympia', 'PRODUCT'),\n",
+    "('Orsippus', 'PERSON'),\n",
+    "('Olympia', 'PERSON'),\n",
+    "('Apollo Prostaterius (Protecting', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Leto', 'PERSON'),\n",
+    "('Praxiteles', 'ORG'),\n",
+    "('the Gate of the Nymphs', 'FAC'),\n",
+    "('Apollo Carinus', 'ORG'),\n",
+    "('Eileithyiae', 'NORP'),\n",
+    "('NISAEA', 'ORG'),\n",
+    "('the present day', 'DATE'),\n",
+    "('Nisaea', 'GPE'),\n",
+    "('Demeter Malophorus', 'PERSON'),\n",
+    "('Apple', 'ORG'),\n",
+    "('Demeter Malophorus', 'PERSON'),\n",
+    "('Nisaea', 'GPE'),\n",
+    "('Lelex', 'GPE'),\n",
+    "('Egypt', 'GPE'),\n",
+    "('Poseidon', 'GPE'),\n",
+    "('Libya', 'GPE'),\n",
+    "('Epphus', 'NORP'),\n",
+    "('Nisaea', 'GPE'),\n",
+    "('Minoa', 'GPE'),\n",
+    "('Nisus', 'PERSON'),\n",
+    "('Cretans', 'ORG'),\n",
+    "('Megaris', 'PERSON'),\n",
+    "('Boeotia', 'PERSON'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Pagae', 'NORP'),\n",
+    "('Aegosthena', 'ORG'),\n",
+    "('Pagae', 'GPE'),\n",
+    "('Persians', 'NORP'),\n",
+    "('Pagae', 'GPE'),\n",
+    "('Artemis', 'ORG'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Aegialeus', 'PERSON'),\n",
+    "('Adrastus', 'ORG'),\n",
+    "('Argives', 'PERSON'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Glisas', 'GPE'),\n",
+    "('Pagae', 'NORP'),\n",
+    "('Megaris', 'GPE'),\n",
+    "('Aegialeum', 'ORG'),\n",
+    "('Aegosthena', 'ORG'),\n",
+    "('Melampus', 'PRODUCT'),\n",
+    "('Amythaon', 'GPE'),\n",
+    "('Melampus', 'PRODUCT'),\n",
+    "('Erenea', 'GPE'),\n",
+    "('Autonoe', 'PERSON'),\n",
+    "('Cadmus', 'ORG'),\n",
+    "('Thebes', 'PERSON'),\n",
+    "('Autonoe', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Corinth', 'GPE'),\n",
+    "('Samian', 'NORP'),\n",
+    "('Cleopatra', 'PERSON'),\n",
+    "('Philip', 'PERSON'),\n",
+    "('Amyntas', 'ORG'),\n",
+    "('Car', 'PRODUCT'),\n",
+    "('Phoroneus', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Scironian', 'NORP'),\n",
+    "('Sciron', 'PERSON'),\n",
+    "('Megarians', 'PERSON'),\n",
+    "('Hadrian', 'NORP'),\n",
+    "('Molurian', 'NORP'),\n",
+    "('Ino', 'PERSON'),\n",
+    "('Melicertes', 'PERSON'),\n",
+    "('Learchus', 'NORP'),\n",
+    "('Athamas', 'ORG'),\n",
+    "('Ino', 'PERSON'),\n",
+    "('Orchomenians', 'PERSON'),\n",
+    "('Phrixus', 'NORP'),\n",
+    "('Ino', 'PERSON'),\n",
+    "('the Molurian Rock', 'LOC'),\n",
+    "('the Corinthian Isthmus', 'ORG'),\n",
+    "('Melicertes', 'PERSON'),\n",
+    "('Palaemon', 'PERSON'),\n",
+    "('Isthmian', 'NORP'),\n",
+    "('Molurian', 'ORG'),\n",
+    "('Leucothea', 'PERSON'),\n",
+    "('Palaemon', 'PERSON'),\n",
+    "('Sciron', 'ORG'),\n",
+    "('Sciron', 'ORG'),\n",
+    "('Theseus', 'PERSON'),\n",
+    "('Releaser', 'PERSON'),\n",
+    "('the Greeks Aeacus', 'ORG'),\n",
+    "('Aegina', 'GPE'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Greeks', 'NORP'),\n",
+    "('Zeus', 'PERSON'),\n",
+    "('Aphesius', 'PERSON'),\n",
+    "('Aphrodite,', 'ORG'),\n",
+    "('Apollo', 'ORG'),\n",
+    "('Eurystheus', 'GPE'),\n",
+    "('Attica', 'GPE'),\n",
+    "('Heracleidae', 'PERSON'),\n",
+    "('Iolaus', 'PERSON'),\n",
+    "('Apollo Latous', 'PERSON'),\n",
+    "('Megara', 'PERSON'),\n",
+    "('Corinth', 'GPE'),\n",
+    "('Hyllus', 'PRODUCT'),\n",
+    "('Heracles', 'PERSON'),\n",
+    "('the Arcadian Echemus', 'ORG')\n",
+    "]\n",
+    "\n",
+    "\n",
+    "# Count occurrences of GPEs\n",
+    "gpe_counts = Counter(name for name, label in data if label == 'GPE')\n",
+    "\n",
+    "# Output the result to a file\n",
+    "output_file = \"gpe_counts_output.txt\"\n",
+    "with open(output_file, \"w\", encoding=\"utf-8\") as f:\n",
+    "    f.write(\"GPE Counts:\\n\")\n",
+    "    for gpe, count in gpe_counts.items():\n",
+    "        f.write(f\"{gpe}: {count}\\n\")\n",
+    "\n",
+    "print(f\"GPE counts written to {output_file}\")\n",
+    "\n"
+   ]
   }
  ],
  "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
   "language_info": {
-   "name": "python"
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.1"
   }
  },
  "nbformat": 4,
diff --git a/gpe_counts_output.txt b/gpe_counts_output.txt
new file mode 100644
index 0000000..1c60284
--- /dev/null
+++ b/gpe_counts_output.txt
@@ -0,0 +1,205 @@
+GPE Counts:
+Ptolemy: 15
+Phalerum: 6
+Athens: 56
+Parthenon: 2
+Athena: 1
+the united: 1
+Boeotia: 3
+Munychia: 1
+Heros: 1
+Ionia: 2
+Hera: 2
+Macedonia: 15
+Syracuse: 3
+ATHENS: 6
+Poseidon: 18
+Polybotes: 1
+Eubulides: 1
+Attica: 25
+Herse: 2
+Cecrops: 5
+Cleidicus: 1
+Mantinea: 2
+Leuctra: 3
+Thermopylae: 4
+Eridanus: 1
+Thessaly: 4
+Greece: 10
+Aetolians: 3
+Pergamus: 1
+Teuthrania: 2
+Alope: 3
+Cercyon: 3
+Phylas: 1
+Eumolpus: 5
+Athena the Gannet: 1
+Syria: 1
+Egypt: 27
+Philip: 5
+Perdiccas: 3
+Memphis: 3
+Phoenicia: 1
+Seleucus: 17
+Thrace: 6
+Libya: 2
+Hellespont: 2
+Antigonus Ptolemy: 1
+Cyprus: 7
+Antigonus, Ptolemy: 1
+Magas: 5
+Berenice: 3
+Docimus: 1
+Philetaerus: 2
+Lycurgus,29: 1
+Calauria: 2
+Locrus: 1
+Heracles: 2
+Aristogiton: 1
+EGYPT: 1
+Getae: 1
+Ephesus: 1
+Lebedos: 1
+Phoenix: 1
+Macedon: 4
+Agathocles: 3
+Babylon: 4
+Asia,40: 1
+Cardia: 1
+Neoptolemus: 4
+Helenus: 1
+Pielus: 1
+Oeneadae: 1
+Argives: 16
+Italy: 7
+Sicily: 2
+Odyssey: 1
+Cleonymus: 1
+Cleomenes: 1
+Areus: 1
+Sparta: 3
+Laconia: 1
+death52: 1
+Lyceas: 1
+Pythia: 3
+Dionysius: 1
+Musaeus: 1
+Oceanus: 1
+Orpheus: 1
+Dysaules: 1
+Choerilus: 1
+Epimenides of Cnossus,53: 1
+Glory: 1
+Palestine: 1
+Pella: 1
+Alexander: 1
+Persia: 2
+Bel: 1
+Hermae: 2
+Crete: 8
+Thesprotia: 1
+Scyros: 2
+Leucippus: 1
+stakes.63: 1
+Prytaneum: 2
+Autolycus: 1
+Alexandria: 1
+Eileithyia: 4
+Cretan: 3
+Rhodes: 1
+Rome: 2
+Isocrates: 1
+Lycus: 3
+Phocis: 1
+Chaeronea: 3
+Cerameicus: 1
+Menander: 1
+Niobe: 2
+Themis: 1
+Troy: 2
+Sophroniscus: 1
+Lesbos: 1
+Leaena: 1
+Mycalessians: 1
+Thucydides: 1
+Phormio71: 1
+Paeania: 1
+Pericles: 4
+Lycaon: 1
+Panactum: 1
+Athens Demetrius: 1
+Coronea: 1
+Olympiodorus: 1
+Erechtheum: 1
+Aphrodisias: 1
+Caria: 1
+Spartan: 1
+Pandrosus: 1
+Immaradus: 2
+Cycnus: 2
+Calydon: 1
+Corinth: 7
+Evenor: 1
+Acarnania: 1
+Theogony89: 1
+Pamphos: 1
+Sardinia: 1
+Apollodorus: 1
+Spintharus: 1
+Hellespont,111: 1
+Timagoras: 2
+Erysichthon: 1
+Myrrhinus: 3
+Athmonia: 2
+Euboea: 1
+Amarysia: 1
+Colaenus: 1
+Eurystheus: 2
+Iphigenia: 3
+Tauri: 2
+Britain: 1
+Atlas: 1
+Helen: 1
+Chalcis: 1
+Trophonius: 1
+Eriphyle: 1
+Cychreus: 2
+Anax: 1
+Neocles: 1
+Psyttalea: 2
+Mysia: 1
+Poliarchus: 1
+Theodorus: 1
+Mnesitheus: 1
+Saesara: 2
+Chione: 1
+Diogenia: 1
+Pammerope: 1
+Zarex: 2
+Celeus: 1
+Laodamas: 1
+Nisaea: 4
+Cleson: 3
+Gerania: 1
+Megareus: 5
+Alcathous: 14
+Cithaeron: 1
+Tereus: 1
+Pagae: 3
+Springs: 1
+Daulis: 1
+Aetolia: 2
+Scythia: 1
+Aegialeus: 1
+Aesymnus: 1
+Iphinoe: 1
+Iphiaoe: 1
+Polyidus: 2
+Coeranus: 2
+Lelex: 1
+Minoa: 1
+Glisas: 1
+Megaris: 1
+Amythaon: 1
+Erenea: 1
+Aegina: 1