mirror of
https://github.com/nhammer514/textfiles-politics.git
synced 2024-12-24 14:59:38 -05:00
1677 lines
122 KiB
Python
1677 lines
122 KiB
Python
import spacy
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from spacy.pipeline import EntityRuler
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from collections import Counter
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import re as regex
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import os
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from saxonche import PySaxonProcessor
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#### Loads all of the necessary variables and functions.
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#nlp = spacy.cli.download("en_core_web_lg")
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nlp = spacy.load("en_core_web_lg")
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#########################################################################################
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# ebb: After reading the NLP output, we know spaCy is making some mistakes.
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# So, here let's try adding an EntityRuler to customize spaCy's classification. We need
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# to configure this BEFORE we send the tokens off to nlp() for processing.
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##########################################################################################
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# Create the EntityRuler and set it so the ner comes after, so OUR rules take precedence
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# Sources:
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# W. J. B. Mattingly: https://ner.pythonhumanities.com/02_01_spaCy_Entity_Ruler.html
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# spaCy documentation on NER Entity Ruler: https://spacy.io/usage/rule-based-matching#entityruler
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config = {"spans_key": None, "annotate_ents": True, "overwrite": True, "validate": True}
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ruler = nlp.add_pipe("span_ruler", before="ner", config=config)
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# 2023-04-07: ebb: NOTE: before="ner" setting seems to allow the spaCy NER rules to prevail over these patterns where
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# there is a conflict.
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# after="ner" means that the spaCy NER is TOTALLY OVERWRITTEN and invalidated by our patterns.
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# Notes: Mattingly has this: ruler = nlp.add_pipe("entity_ruler", after="ner", config={"validate": True})
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# But this only works when spaCy doesn't recognize a word / phrase as a named entity of any kind.
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# If it recognizes a named entity but tags it wrong, we correct it with the span_ruler, not the entity_ruler
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patterns = [
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "^-\w+?"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "^.$"}}]},
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# ebb: Don't match on any single characters!
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "\^+"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "^\w\w$"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "^[a-z]+ [a-z]+$"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "^.*?__{2,}.*?$"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "CHRISTIAN(ITY|DOM)?"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "CHRISTIAN NETWORK"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Catholic(ism)?"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Zion(is[tm])?"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Juda(ism)?"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Jew(s|ish)?"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Vatican"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "(IBM|CIA|FBI)"}}]},
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# ebb: Pick up IBM, FBI, etc
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "(Bush|Reagan|Kennedy|Nixon|Ford|Carter|Eisenhower) Administration"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "[A-Z]{2,}[A-Z][a-z]+"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "[a-z]{2,}[A-Z][a-z]+"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "^.*?[a-z][A-Z].*?$"}}]},
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# ebb: Above line attempts to stop matching things like Oak IslandThe Method
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{"label": "NULL", "pattern": [{"TEXT" : {"REGEX": "^[Mm\-]+$"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "\w+cia\w+"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "fed\w+"}}]},
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# SOCIALISMBY RICHARD
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# ebb: Above line attempts to stop matching things Mmm-mm or mm , etc.
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "TITIOUS CONCEPTS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "TORTIOUS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "THROUGHWAYS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "TARGET"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "NULL"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Sympathisers"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Sympathy"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "UNTIL"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "UNCLE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "VCI"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "VISUALIZATION"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "YOGA"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "ack Canfield"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "aurem concepisti"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Xref"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Wspomnienia"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Untrustworthy"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Twelve Apostles"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Tsar"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Treasurer"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Thunderer"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Thou raisest"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Thou cleansest"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Thou castest"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "This Leopold the Traitor"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Swore"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Swastika"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Superstrings"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Subj"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Subterrene"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Sts"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Strength"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Sol Deus Invictus"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Skis"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Sect"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Sen"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Senza Aristotele noi"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Salubrious Living"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Saint vouches"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Safehaven"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SURPRISED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SURE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SUCCESSIVE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SUBSEQUENT"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "STUNTS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "STREAMLINED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SPECULATION"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SPECULA"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SOVEREIGN"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SHOCKED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SEPT"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "SAVIOR"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Roman Emperor"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Revelation"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Resurrection Bone"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Relearning"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Reason"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Read again Knocking the Key Weapon"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Rea"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "RESOLVE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "RESALE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "REBELS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "RATIFICATION"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Qui"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Priest"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Price"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Popes"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Place"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Philosophizing"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Pharmacopaeia"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Pharaoh"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Pauline Privilege"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Paul the Persecutor"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Page"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Pagan Fathers"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "PWs"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "PROPAGANDA"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "PRIVILEGES"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "PRIOR RESTRAINT"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "PRINCE satropic"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "PRESERVATION"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "POPE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer Brandt"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer Eichmann"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer Liebehenschel"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer Rauff"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer Rodl"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer Sievers"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Obersturmbannfuehrer Walter Rauff"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "OPIUM CULTIVATION"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Nutshell"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Numberless"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Num"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Northwest"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Northshore"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Northeast"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Ngo Dinh Diem"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Ngo Din Diem"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Nay"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "NAZI CARTEL"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "NATURE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Msgr"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Mother Goose"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Ministerially"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Martial Law Threat"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Marquis Who"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Mapmakers"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Mao"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "MIllbourn"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "MEDLEY"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "MAR"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Lop"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "LYINGLY FOUNDED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Law"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "LAW"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Keys"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "KOD"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Juifs"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Judo"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Joseph the Carpenter"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Jerome arraigns"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Jack Built"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "JUDAICA"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "JURIS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "JOINT"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "JHVH"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "JESUS THE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "JESUS DIED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Izvestiya VUZ"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Iron Shins"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Iren"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Infotechnology"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Inerrancy"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Imprimatur"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Imposture"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Implore"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Immortale Dei"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Illuminatus Lanz"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Illiterates Illiterates"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "INTELLECTUALS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "IMMOVABLE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "IMMIGRANT AZIZ Rehman"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "ILLUNINATI USE MAFIAS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Hun"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Hoo boy"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Holy Virginity"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Holy Vehm"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Hoc Signo"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "His Covenant"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Henry the Navigator"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Heathens don"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "auptsturmfuehrer Truehe"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Hauptscharfuehrer Ruebe"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Hamstring Yugo"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "HYPERSPACE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "HUMANE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "HEED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "HEARINGS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Guillotine"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Grupenfuehrer Globocnik"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gruppenfuehrer Katzmann"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Groom"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gregory the Great"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Grammarians"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Grammar"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gospel"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gort"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Goebbelesque"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Godhead"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Girkalinei Comm"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Geschichte der Staatstheorien"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Genus Shamanensis"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Genius"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gene Pool"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gemeter"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gaude Virgo"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gamel Abdul Nasser"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gameplayers"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Galicie Ukrainienne"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Gal"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "GUNJAMMER"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "GUILTY"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "GREED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "GRAMS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "GOVERNORS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "GENIUS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "GAER"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Furness"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Free Inq"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Foxx"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Foo Fighters"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Fig"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Figs"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Feverfew"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Feathers"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "FILES KIT"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "FEVERFEW"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Epistle clxvi"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Endothermic"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Encyc"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Encloged"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Emperor"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Emperor Vespasian"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Electromagnetically"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Ecclesiastici Publici"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Eccles"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Ebrietatis Enconium"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "EXTRAORDINAIRE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "EXPATRIATION"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "EPISTLES"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "ENORMOUS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Dual Amiga"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Dritte Reich"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Drang nach Osten"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Dorman"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Divinatione Daemonorum"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Dies irae"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Die Geschichte von Joel Brand"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Deregulatory Creep"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Der Weg des Politischen Katholizismus"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "CORRUPT"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "COMMISSIONED THE UNDERSIGNED"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "CLEARFIELD"}}]},
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{"label": "WORK_OF_ART", "pattern": [{"TEXT": {"REGEX": "Pagan Sibylline Oracles"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "CIRCUMSTANTIAL"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "CDT"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "CANNOT"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "BATF"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "BLACKMAIL"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "BOURGEOIS GENTILHOMME"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Bagdad"}}]},
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{"label": "LAW", "pattern": [{"TEXT": {"REGEX": "Balfour Declaration"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Blackmail"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Brigadefuehrer"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Brigadefuehrer Globocnik"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Brigadefuehrer Gluecks"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Brigadefuehrer Zenner"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Brigadefuhrer Richard Glucks"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Brigadefuehrer"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Cap"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Case"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Charles Mentesana Filmed"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Chillingworth"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Coddled Omar Abdel Rahman"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Chronicles xxxiv"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Clem"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Commrce"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Corinthians"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Cosi"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Crucifixion"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Czar"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "DECRETALS"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "DECAY"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "DEPLETION"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "DISASTROUS THAN PEARL"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "DISEASES"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "DOPE"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Damit Ich"}}]},
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{"label": "WORK_OF_ART", "pattern": [{"TEXT": {"REGEX": "Pagan Oracles"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Deep Cover"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Demagnetize"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Demjanjuk"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Democratic Centralism"}}]},
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{"label": "WORK_OF_ART", "pattern": [{"TEXT": {"REGEX": "Mary Magdalin Gospel"}}]},
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{"label": "WORK_OF_ART", "pattern": [{"TEXT": {"REGEX": "Horst Wessel Song"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Physiocrats"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Duce"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?State Dept\."}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Sapata Oil"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?California National Guard"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?H\.U\.D\."}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Royal Bank of Canada"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Bank of Montreal"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Rockefeller Bank"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?American Express"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Loeb Company"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?H\.E\.W\."}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?U\.S\. Senate"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Institute of Political Studies"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?law enforcement"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Housing & Urban Development"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Dept\. of Education"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Fria Ord"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Haitian"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Astronauts"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "ISHVARA"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Wehrwirtschaftsfuehrer"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Viet Cong"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Egyptian"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Lybian"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Cuban"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Japanese"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Nicaraguan"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "African"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Indian"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Icelandic"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Russian"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "CANADIAN"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Clandestinism"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "SCIENTOLOGISTS"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Trilateralists"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Homo Sapiens"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Spaniard"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Freemason"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Freemson"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Freemasonry"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Masonic"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Vietnam Moratorium"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Homestead Air Force Base"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Moon"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Swartz Creek"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Marshall Fields"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Gulf of Mexico"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Oak Cliff"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Paddington station"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "David Munson Air Base"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Southeast Asia"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Eielson Air Force Base"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Bay of Pigs"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "US Air Force L\. Fletcher Prouty"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Broadway"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Mockingbird Lane"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "LAOS"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Hyannisport"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Lop Nor"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Gross Wannsee"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Groom Lake"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "North [A-Z][a-z]+"}}]},
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{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Monk"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Allanwood"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Roswell"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Sacramento"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "St Louis"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "New Haven"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Milwaukee"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Little Rock"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Los Angeles"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Briton"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "El Paso"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Columbia"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "FORT HUNT"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Butte"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "State College"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Williamsport"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Landsdale"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Newtown Square"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Allentown"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "New Castle"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Beckley"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Alton"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Stubenville"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Buffalo"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Belleville"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Bloomington"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Carbondale"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Champaign"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Constitantinoble"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Rock Island"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Birmingham"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "IRAQ"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "CANADA"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "ENGLAND"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Danvers"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "GERMANY"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Montreal"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Canada"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Baltimore"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Anchorage"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Albuquerque"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Albany"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "CORAL GABLES"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Washington,? D\.?C\.?"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Avon Park"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Mill Point"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "El Reno"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Zagreb"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "ZAGREB"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Whiskey Flat"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "site S-4"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "LUNA"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "AREA 51"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "El Salvador air base"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Greenville County"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Toyland"}}]},
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{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Sunday"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Sun"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "North Pole"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Qua Vieaf"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "North Viet [Nn]am"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Owl's Nest"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Dachau"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Hill Billies"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Cave Man's"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Cherry Brook Valley"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Postbridge"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "McDill Air Force Base"}}]},
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{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Egland Air Force Base"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Nazareth"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Latin America"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "GREAT BRITAIN"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "U\.S\.S\.R"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "New York City"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Soviet Union"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Viet Nam"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "U\.S\.A\."}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "U\.S\."}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "U\.S"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Saudi Arabia"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Washington, DC"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "the Vatican"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?British Empire"}}]},
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{"label": "GPE", "pattern": [{"TEXT": {"REGEX": "Pennsylvania"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Warren Commission"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Tesla Electric Company"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Hahn group"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?United States Pacific Fleet"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Pacific Fleet"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Christic Institute"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?ABC"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?CBS"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Unity movement"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?London Underground"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?SoftQuad Inc\."}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Kerr McGree Nuclear Corporation"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Edward R\. Murrow Center"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?American Ship and Commerce Corp\."}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?American government"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Silverado Savings & Loan"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?American Association for the Advancement of Science"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?G\.H\. Walker & Co\."}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Office of Preparedness"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Aeronautics and Space Agency"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Martin Marietta company"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?John Birch Society"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?U\.S\. government"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Cleveland Field Office"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "The John F\. Kennedy Center for the Performing Arts Education Program"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?United States government"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Institute of Agrarian Reform"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Institute of Mental Health"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?INRA"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Massachusetts Institute of Technology"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?International UFO Bureau"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Investigations Committee on Aerial Phenomena"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Dept\. of the Army"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?U\.S\. Air Force"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?University of Arizona"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Criminal Justice System"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Sheriffs Dept\."}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "Standard & Poors"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Federal Reserve"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?L\.E\.A\.A\. Newsletter"}}]},
|
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Texas School Book Depository"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Senate Select Committee on Intelligence"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Senate Intelligence Committee"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?House Committee on Assassinations"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?House Committee"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?House Select Committee"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?House of Saud"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "Wackenhut"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "KPFA"}}]},
|
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "WACKENHUT CORP"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?International Agency for Research on Cancer"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?The London Times"}}]},
|
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "WACKENHUT"}}]},
|
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Federal Emergency Management Agency"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Special Forces Unit"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Defense Central Index"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Joint Chiefs of Staff"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Federal Information Center"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?American Counter-intelligence Corps"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "CIC"}}]},
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{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?British Establishment\."}}]},
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "[A-Z][a-z]+ ([A-Z]\. [A-Z][a-z]+)?(, Jr\.)"}}]},
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "[A-Z][a-z]+ ([A-Z]\. [A-Z][a-z]+)?( Jr\.)"}}]},
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "[A-Z][a-z]+ (([A-Z]\. )?[A-Z][a-z]+([A-Z][a-z]+)?)? Jr\."}}]},
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "[[A-Z][a-z]+ [A-Z]\. ([A-Z][a-z])?[A-Z][a-z]+"}}]},
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Nostradameus"}}]},
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|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Harrison Edward Livingstone"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\. Herbert Sawyer"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "L\. Harmon Zeigler"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "C\. Everett Koop"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Edward L\. van Roden"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Kirschbaum"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Raphael Shumacker"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Martin Marietta"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "DAVID MELLOR"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\. W\. Willmott"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "O'Neill"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "O'Neil"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "O'Neal"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Orsenigo"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Neil Bush"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "SWAMI VIVEKANANDA"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Morris Ellowitz"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Harry Thon"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "David Ferrie"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Darrell W\. Garner"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "David Goldstein"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mona B\. Saenz"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Abraham Zapruder"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Clayton Fowler"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "WILLIAM L\. LAW"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Reynolds"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Marriner S. Eccles"}}]},
|
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{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "H\.S\.M\. Coxeter"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "A\.D\. Bowie"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Phillip Geraci"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "E\.R\. Walthers"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "George McGann"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Perry Russo"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "JOHN PHILIP NICHOLS"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "SALVADOR ALLENDE"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "D\. CASOLARO"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "AFFIDAVIT"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Koreshan"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Koresh"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Carl Oglesby"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Earline Roberts"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lee Bowers, Jr\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Locust"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Starmaster"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Nuri Al-Said"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Pamela Courson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Jimmy Hendrix"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Faisal II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Milton Cooper"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mostafa A Abdelkader"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Abdul Llah"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Marc J\. Seifer"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "R\. J\. Biggar"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Stanford White"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John Paul I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John Paul II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ensign Ball"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "O\.H\. Cril"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Crill"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "KRLL"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "KRLLL"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "EBE"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Rockefeller III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John D\. Rockefeller III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Dennis DeConcini"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Phil Gramm"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "BILL HAMILTON"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gramm"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "DeConcini"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Michael Emerling"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Rockefeller"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Johnston"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Dodd"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Laurence Rockefeller"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John D\. Rockefeller"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John D\. Rockefeller IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John D\. Rockefeller, Jr\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William H\. Draper III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Eduardo"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "EARL W\. BRIAN"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "RICONOSCIUTO"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ramakrishna"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Don Ecker"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John Galt"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "C\.D\. Jackson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "G\.H\. Walker III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Daniel Gooch"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ramses II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alexander II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alexander V"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alexander IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alexander VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Breck Wall"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "CARROLL QUIGLEY"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Swami Vivekananda"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "DOOLITTLE"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "James I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Oswald II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Oswald I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Umberto I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Nikola Tesla"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Tesla"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "C\. Hamilton Ellis"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alfred Ely Beach"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ed Vyrdolak"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Beach"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lord Milner"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Agapetus I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Agapetus II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "C\. Victor Raiser II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "C\.V\. Raiser II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Boniface VIII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Boniface VII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Boniface III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Boniface II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Boniface VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gonda"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ollie North"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Oliver North"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mr\. North"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "E\. Howard Hunt"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "MLK"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "RFK"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "O\. W\. Judd"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "C\.J\. Duffner"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\.P\. Morgan"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Richard II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "James McDonald"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "McDonald"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Saunders"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Richard III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "George Terwilliger III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "C\.E\. Koop"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Callistus I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Francis von Hapsburg"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Malcom X"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Paramahansa Yogananda"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Victor IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Carles C\. Messick III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John D\. Rockefeller IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "MARCONI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Marconi"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Bill English"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Bill Cooper"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles W\. Bailey II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles McKee"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles X"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles V"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Jerome I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mark I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John XXIII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ferdinand I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Hillary( Rodham)? Clinton"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "(President|Bill) Clinton"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Clinton"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "Bill and Hillary Clinton"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Vincent Foster, jr\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Nicholas I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Nicholas II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Nicholas V"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Vespasian"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John Zajac"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Sylvester I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Sylvester II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Engenius IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Philip IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Stephen II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Stephen VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Pious X"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Honorius II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Sergius III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Adrian I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Adrian VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William F\. Hamilton III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "James Baker III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William Stamps Farish III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Elizabeth II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Anacletus II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Edward II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Edward III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Edward V"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Matthew XVI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Vyrdolak"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Thothmes III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Harry Hurt III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Napoleon III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Clement VIII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Clement I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Clement VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Clement IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Pius X"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Pius II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Pius IX"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Pius XI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Pius XII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Leo IX"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Leo X"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Leo III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Leo XIII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Amenhotep IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles W\. Bailey II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Constantine"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Tut-ankh-amen"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Sixtus V"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Sixtus IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Benedict XIV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Benedict VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Benedict IX"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Benedict XV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "George I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "George III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gregory VII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gregory I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gregory XVI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gregory IX"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Constantine II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Albert I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Albert V\. Bryan Jr"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alfonso XII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alfonso XIII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gustavus III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gustav III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Felix III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Valentinian III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Innocent III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Innocent IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Frederick, II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Frederick II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Theodosius I"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Henry VIII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Henry VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Henry IV"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Louis IX"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Louis XVI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Joseph II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Catherine II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "James D Bryant II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Paul III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Paul II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Julius II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Paul VI"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Baldwin II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Urban VIII"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles Goodhue, III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Edwin Meese, III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Thomas Downing"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Thomas E\. Davis"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\.A\. Milteer"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles Cabell"}}]},
|
|
{'label': 'PERSON', 'pattern': [{'TEXT': {'REGEX': 'James "Bo" Gritz'}}]},
|
|
{'label': 'PERSON', 'pattern': [{'TEXT': {'REGEX': 'Mike "Chucky" Peters'}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "James Earl Ray"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Earl Wheeler"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William S\. Thompson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "S\. Rilling"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ralph Paul"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Scott Weekly"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ford, L\.H"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "A\. Vilenkin"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Renate Viebahn"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lustick, Ian S\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Friedman, Robert I\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Howard Sprague"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mark Clark"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Owen"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Theodore Shackley"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "DeLesseps Morrison"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Betty McDonald"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Clines"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "L\. F\. Prouty"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "L\. Fletcher Prouty"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Knight, Amy W\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Martindale"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "R\. Knox"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Leon Oswald"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "H\. Ross Perot"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Stanly R\. Larsen"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "L\.E\. Allen Jr\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "A\. Lewis"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "D\. Fleming"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\. Edgar Hoover"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "V\. Pirie"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Nancy B\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "(Ronald )?Reagan"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "P\. Gibbs"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "W\. Citrine"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "E\. Moore"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lyndon Johnson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John( F\.)? Kennedy"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Zia ul-Haque"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ronald Payne"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "R\. Muldoon"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "F\. Orr"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Frank H\. Schwable"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "R\. F\. Doyle"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "David Munson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Frances Clark"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "G\. Gordon Broadbent"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\. Segal"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "F\. Brangwyn"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Luc Montagnier"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "A\. Luchaire"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "L\. Segal"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "R\. William Davis"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William C\. Sullivan"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William W\. Quinn"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William R\. Pabst"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Oliver Nichelson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "James Worrell, Jr\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Hank Suydam"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William Pabst"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "G\. Maeferren"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Dian-Lanz"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Buria"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "North"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ortho III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Swami Nikhilananda"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Santo Trafficante"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Felix Rodreguez"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Stanly F\. Yoles"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "G\. B\. Chisholm"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Baron Kurt von Schroeder"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "George Bush"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Roland Harriman"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John Foster Dulles"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Sherman Skolnick"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Francis G\. Powers"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Kenneth O'Donnell"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\.M\. English"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William Sullivan"}}]},
|
|
{'label': 'PERSON', 'pattern': [{'TEXT': {'REGEX': 'C\.L\. "Lummie" Lewis'}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Garland Slack"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Billy Lovelady"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John Holbrook"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Marguerite Oswald"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Andrew Cetti"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Will H\. Griffin"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Peter Gregory"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Harry Grindell-Matthews"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Grindell-Matthews"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Rosenholtz"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Karen Silkwood"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "N\. McQuire"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William Highland"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Harriman"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William Saxby"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Ellis O\. Briggs"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Daniel Ludwig"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Robert C\. Klowers"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Tatum B\. Laird"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William F\. Buckley, Jr\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "William Randolph Hearst, Jr\."}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Justin Dart"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Larry McDonald"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mac MacPherson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "MacPherson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Callen"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lievense"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "CASTRO"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Erik Jonsson"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Charles E\. Allen"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Laurence H\. Shoup"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "David Rieff"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "David Rockefeller"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Diamond"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Donald DeFreeze"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "McGovern"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "McCarthy"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John DiNardo"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gyeorgos C\. Hatonn"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John Connally"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lyndon LaRouche"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "LaRouche"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "W\.H\. Bowart"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alan H\. Belmont"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Alan Belmont"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Joseph C\. Ayres"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lehrman"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "John McCone"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Al Haig"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\. Latimer Clark"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "T\. W\. Rammell"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Elizabeth II"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Martha Honey"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Vince Bielski"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Anton Chaitkin"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Dean Burch"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Burch"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gaius Caesar"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Gaius Chaerea"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "McCone"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Richard Nixon"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "David Wise"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Zapruder"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mortimer J\. Adler"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Angela Davis"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Segals"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "COLIN WALLACE"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Thomas B\. Ross"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "JACOB G\. HORNBERGER"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Bowart"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Frank H\. Schwable"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Billy Goodman"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Leonard Pullin"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "R\. J\. Biggar"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "David R\. Hunter"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Hugh Everett, III"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Sigmund Diamond"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "J\. Pierpont Morgan"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Montagnier"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "W\. Schmunger"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Mary Pat Flaherty"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Vince Bielski"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Lee Harvey Oswald"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Schmunger"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Stranglove"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "James Calcutt"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Florentine Giovanni Boccaccio"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Prescott Bush"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Maxwell"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Daniel Schorr"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Allard K\. Lowenstein"}}]},
|
|
{"label": "PERSON", "pattern": [{"TEXT": {"REGEX": "Daniel Patrick Moynihan"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Institute of Health"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Department of Justice"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Yakuza"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "YAKUZA"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Citizens' Committee to Clean Up the Courts"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Bank of Criminals and Conspirators International"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?U\.S\. Department of Justice"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?U\.S\. Justice Department"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?FBI Field Office"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Bureau of Investigation"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Dallas Citizens Council"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?University of Maryland,"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Carnegie Corporation"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Katzenbach Committee"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Democratic Congress"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Endowment for Democracy"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Congress for Cultural Freedom"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Cambridge University Press"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Association of National Security Alumni"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Avon Books"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?American Psychiatric Association"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Ministry of Defence"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Ramparts Press"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Grove Press"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Association of Scholars"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Council on Foreign Relations"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Symbionese Liberation Army"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Washington Post"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Internal Revenue Service"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Terminate With Extreme Prejudice"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Center for Strategic and International Studies"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?School of Foreign Service"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?The Anglo-American Establishment"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Centre of Eternity"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Life magazine"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Full Disclosure Newspaper"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "North American Newspaper Alliance"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Trilateral Commision"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Ruling Elite"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?US Congress"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Church Committee"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?National Academy of Sciences"}}]},
|
|
{"label": "ORG", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Ramparts"}}]},
|
|
{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Bab"}}]},
|
|
{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Century"}}]},
|
|
{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "The Problem"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Air Force One"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Kingdom of God"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Grassy Knoll"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Frankfurt airport"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Dealey Plaza"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Central Africa"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Fort Detrick"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Area-51"}}]},
|
|
{"label": "LOC", "pattern": [{"TEXT": {"REGEX": "Clifton suspension bridge"}}]},
|
|
{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "mandkind"}}]},
|
|
{"label": "NULL", "pattern": [{"TEXT": {"REGEX": "Motor"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "AIDS virus"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "AIDS"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "AIDS-1"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "AIDS VIRUS"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Human Adult Leukemia virus"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "LAV"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Malaria"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "ARC"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "HTLV-1"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "HTLV-III"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "HTLV"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "HIV"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "HIV virus"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Sheep Visna Virus"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Pneumocystis carinii pneumonia"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Kaposi's sarcoma"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Smallpox"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Polio"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Gunshot"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "LSD"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Poison"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "MHz"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "TNT"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Acquired Immuno-Deficiency Syndrome"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Equal Opportunity Employer"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "Visna"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "visna"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "visna virus"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Korean War"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "National Jury Rights Day"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Miranda Case"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "World War II"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Second World War"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "KRISTALLNACHT"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "First World War"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "World War I"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Parliament of Religions"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "JFK assassination"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Apollo 14 mission"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Apollo 11"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "([Tt]he )?Andrew Cetti Affair"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Railway Mania"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "EVENT"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "CHRISTIAN ERA"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "ante-Niccne"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Vietnam War"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Project Red-light"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Moon mission"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "UFO"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Apollo 11"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Johnson's war on poverty"}}]},
|
|
{"label": "MISC", "pattern": [{"TEXT": {"REGEX": "AIDS"}}]},
|
|
{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Chinesse"}}]},
|
|
{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Vietnamese"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "Identified Alien Crafts"}}]},
|
|
{"label": "EVENT", "pattern": [{"TEXT": {"REGEX": "IAC"}}]},
|
|
{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "multiculturalists"}}]},
|
|
{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Vietnamese"}}]},
|
|
{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Anglo-Saxon"}}]},
|
|
{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Patriots"}}]},
|
|
{"label": "NORP", "pattern": [{"TEXT": {"REGEX": "Patriot"}}]},
|
|
]
|
|
ruler.add_patterns(patterns)
|
|
|
|
workingDir = os.getcwd()
|
|
CollPath = os.path.join(workingDir, '../pre-src-xml')
|
|
outputPath = os.path.join(workingDir, '../src-xml')
|
|
# Everything in original conspiracy directory.
|
|
insideDir = os.listdir(CollPath)
|
|
print(insideDir)
|
|
|
|
# Copies files in case they do not exist
|
|
def copyTextFiles(file):
|
|
content = []
|
|
# Reads the contents of file, and saves each line of file into the content array.
|
|
with open(CollPath + "/" + file, 'r', encoding='utf8') as inFile:
|
|
for line in inFile:
|
|
content.append(line)
|
|
print(" ~~~~~~~~~~~~~~~~~~~~~~~~~~~ copying " + file + " ~~~~~~~~~~~~~~~~~~~~~~~~~~~ ")
|
|
inFile.close()
|
|
# With the contents copied, a loop will go through the array and write it all in a new file in output folder.
|
|
with open(outputPath + "/" + file, 'w', encoding='utf8') as f:
|
|
for line in content:
|
|
f.write(str(line))
|
|
|
|
# Function runs through the tokens of given file. Entities are stored in array, then returned. Called by regexFile().
|
|
def entitycollector(tokens):
|
|
# creates a new file that includes all of the found entities.
|
|
with open('conspPERSON.txt', 'w') as f:
|
|
entities = {}
|
|
# goes through each entity in the token list.
|
|
for ent in sorted(tokens.ents):
|
|
entityInfo = [ent.text, ent.label_]
|
|
stringify = str(entityInfo)
|
|
f.write(stringify)
|
|
f.write('\n')
|
|
entities[ent.text] = ent.label_
|
|
# return all entities with its label and text.
|
|
return entities
|
|
|
|
# Function runs regex through given file.
|
|
def regexFile(file):
|
|
fileDir = os.path.join(outputPath, file)
|
|
with PySaxonProcessor(license=False) as proc:
|
|
# grabs the original xml file and stores it in a variable for later. this some xquery bs
|
|
xml = open(fileDir, encoding='utf-8').read()
|
|
xp = proc.new_xpath_processor()
|
|
node = proc.parse_xml(xml_text=xml)
|
|
xp.set_context(xdm_item=node)
|
|
|
|
# xquery goes through original text, and stores it all in a single string.
|
|
xpath = xp.evaluate('//p ! normalize-space() => string-join()')
|
|
string = str(xpath)
|
|
|
|
# regex goes through the text and deletes anything that is not a letter or space.
|
|
cleanedText = regex.sub(r'[^A-z ]+', ' ', string)
|
|
cleanedText = regex.sub(r'\n+', ' ', cleanedText)
|
|
|
|
# gets the tokens of the clean text.
|
|
tokens = nlp(cleanedText)
|
|
|
|
wrappedText = xml
|
|
# grabs all the entities in file and stores it in a list/array.
|
|
dictEntities = entitycollector(tokens)
|
|
# if anything exists in the list, the following code will run.
|
|
if dictEntities:
|
|
# it will check through each entity in the list and see its entity type. it is looking for "PERSON" tokens
|
|
# in this instance, which includes of nouns and names.
|
|
for entity in dictEntities.keys():
|
|
if dictEntities[entity] == "PERSON" or dictEntities[entity] == "LOC" or dictEntities[entity] == "ORG" or dictEntities[entity] == "GPE" or dictEntities[entity] == "NORP" or dictEntities[entity] == "EVENT" or dictEntities[entity] == "WORK_OF_ART":
|
|
# key_template variable is the elements we wrap around found instances.
|
|
key_template = "<ent type='" + dictEntities[entity] + "'>" + entity + "</ent>"
|
|
# loops through wrappedText until all entities are wrapped.
|
|
wrappedText = wrappedText.replace(entity, key_template)
|
|
# Saves newly wrapped elements and then writes it into new file.
|
|
with open(fileDir, 'w', encoding='utf8') as f:
|
|
f.write(wrappedText)
|
|
print("WRAPPING " + entity)
|
|
checkTags(file)
|
|
# ebb: Added above line to send the tagged file to the checkTags() function for cleaning.
|
|
|
|
# This part of the code is a WIP.
|
|
# ebb: I just activated it, and it works! (Nice job.) I altered it just a bit. May need more regexes to match.
|
|
## It tries to find weird or invalid elements/tags and fix them.
|
|
def checkTags(file):
|
|
content = []
|
|
fileDir = os.path.join(outputPath, file)
|
|
|
|
with open(fileDir, 'r', encoding='utf8') as inFile:
|
|
for line in inFile:
|
|
content.append(line)
|
|
# With the contents copied, a loop will go through the array and write it all in a new file in output folder.
|
|
with open(fileDir, 'w', encoding='utf8') as f:
|
|
for line in content:
|
|
# match = regex.search(r"(<ent type='.+?'>[^<>]*?)<ent[^>]+?>([^<>]+?)</ent>([^<>]*?</ent>)", line)
|
|
# if match:
|
|
# print("broken line found, fixing...")
|
|
# ebb: NOTE: IF this function only processes a line when there's a regex match, we'd have a serious problem:
|
|
# we'd not output the rest of the file--only the cleaned matches. So the output files would be mostly empty!
|
|
# Better to just string-clean every line using regex.sub(). Where there's no regex match, no substitution will happen.
|
|
origLine = line
|
|
# newLine = regex.sub(r"(<ent type='.+?'>[^<>]*?)<ent[^>]+?>([^<>]+?)</ent>([^<>]*?</ent>)", r"\1\2\3",line)
|
|
# <spe<ent type='ORG'>cia</ent>l>
|
|
newLine = regex.sub(r"(</?spe)<ent type='ORG'>(cia)</ent>(l>)", r"\1\2\3", origLine)
|
|
newLine = regex.sub(r"([^>])(New\s+?York\s+?Times)([^<])", r"\1<ent type='ORG'>\2</ent>\3", newLine)
|
|
newLine = regex.sub(r"([^>])(British)([^<])", r"\1<ent type='NORP'>\2</ent>\3", newLine)
|
|
newLine = regex.sub(r"([^>])(New\s+?York(\s+?City)?)([^<])", r"\1<ent type='GPE'>\2</ent>\4", newLine)
|
|
newLine = regex.sub(r"<ent type='[A-z]+?'>(Sundays?)</ent>", r"\1", newLine)
|
|
newLine = regex.sub(r"<ent type='PERSON'>(North)</ent>([a-z]*\s+[A-Z][a-z]+)*", r"<ent type='LOC'>\1\2</ent>", newLine)
|
|
newLine = regex.sub(r"(North\s+o?f?\s*([A-Z][a-z]+\s+)+)", r"<ent type='LOC'>\1</ent>", newLine)
|
|
|
|
# newLine = regex.sub(r"(<)<ent type='ORG'>(di)</ent>(v>)", r"\1\2\3", newLine)
|
|
newLine = regex.sub(r"(<ent type='[A-z]+?'>[^<]*?)<ent type='[A-z]+?'>([^<]+?)</ent>([^<]*?</ent>)", r"\1\2\3", newLine)
|
|
newLine = regex.sub(r"(<ent type='[A-z]+?'>[^<]*?)<ent type='[A-z]+?'>([^<]+?)</ent>([^<]*?</ent>)", r"\1\2\3", newLine)
|
|
newLine = regex.sub(r"(<ent type='[A-z]+?'>[^<]*?)<ent type='[A-z]+?'>([^<]+?)</ent>([^<]*?</ent>)", r"\1\2\3", newLine)
|
|
newLine = regex.sub(r"(<ent type='[A-z]+?'>[^<]*?)<ent type='[A-z]+?'>([^<]+?)</ent>([^<]*?</ent>)", r"\1\2\3", newLine)
|
|
newLine = regex.sub(r"(<ent type='[A-z]+?'>[^<]*?)<ent type='[A-z]+?'>([^<]+?)</ent>([^<]*?</ent>)", r"\1\2\3", newLine)
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newLine = regex.sub(r"(<ent type='[A-z]+?'>[^<]*?)<ent type='[A-z]+?'>([^<]+?)</ent>([^<]*?</ent>)", r"\1\2\3", newLine)
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# ebb: I'm repeating the above just in case of the weird event of triple or quadruple nested <ent> tags in <ent> tags.
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# We saw it happen on the LOTR project and running it through multiple passes of the above line ultimately got rid of them all
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# preserving only the outermost tags.
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newLine = regex.sub(r"(<ent type=')<ent type='ORG'>(ORG)</ent>('>)", r"\1\2\3", newLine)
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newLine = regex.sub(r"(<ent type='[A-Z]+'>)<ent type='[A-Z]+'>(\w+)</ent><ent type='[A-Z]+'>(\w+)</ent>(</ent>)", "\1\2 \3\4", newLine)
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newLine = regex.sub(r"(<ent type='[A-Z]+?'>)(\w+)\s+?(<ent type='[A-Z+?]'>)(\w+)(</ent>)(\w+)(<ent type='[A-Z]+?'>)(\w+)(</ent>)(</ent>)", r"\1\2 \4 \6 \8\9", newLine)
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# ebb: Problem line below: eliminates <ent type="PERSON">John Kennedy</ent>'s
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# newLine = regex.sub(r"<ent type='\w+'>(\w+)</ent>('\w)", r"\1\2", newLine)
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#
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# <spe<ent type='ORG'>cia</ent>l>
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|
# <<ent type='ORG'>di</ent>v>
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if origLine != newLine:
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print("broken line found, fixing...")
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|
print(origLine + "\n INTO.")
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print(newLine)
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f.write(str(newLine))
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print("File checking finished.")
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|
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for file in insideDir:
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|
copyTextFiles(file)
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|
regexFile(file)
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#checkTags(file)
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# ebb: You don't really want to activate checkTags here,
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|
# because it would run over the untagged input files.
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