def was_born_and_mentions_place(Subject, Object):
"""
Ex: Nasser Sharify was born in Tehran, Iran, in 1925.
"""
place = Plus(Pos("NNP") + Question(Token(",")))
return Subject + Token("was born") + Pos("IN") + place + Pos(
"IN") + Object + Question(Pos("."))
def mentions_real_name(Subject, Object):
"""
Ex: Harry Pilling, born Ashtonunder-Lyne, Lancashire on 2 February 1943, played ...
"""
anything = Star(Any())
real_name = Plus(Pos("NNP") + Question(Token(",")))
return Subject + Token("born") + real_name + Pos("IN") + Object + anything
def company_relationship(Subject, Object):
"""
Ex: Gary Sykes (Born 13 February 1984) is a British super featherweight boxer.
"""
anything = Star(Any())
born = Star(Pos(":")) + Question(Token("Bought") | Token("buy")) + Question(Token("c."))
entity_leftover = Star(Pos("NNP"))
return Subject + entity_leftover + Pos("-LRB-") + born + Object + Pos("-RRB-") + anything
def was_born_and_mentions_place_2(Subject, Object):
"""
Ex: Theodone C. Hu was born in 1872 in Huangpu town, Haizhu District, Guangzhou, Guangdong, China.
"""
anything = Star(Any())
place = Plus(Pos("NNP") + Question(Token(",")))
return Subject + Token("was born") + Pos("IN") + Object + Pos(
"IN") + place + anything
def incorrect_labeling_of_place_as_person(Subject, Object):
"""
Ex: Sophie Christiane of Wolfstein (24 October 24, 1667 - 23 August 1737)
Wolfstein is a *place*, not a *person*
"""
anything = Star(Any())
person = Plus(Pos("NNP") + Question(Token(",")))
return anything + person + Token("of") + Subject + anything
def born_date_in_parenthesis(Subject, Object):
"""
Ex: Gary Sykes (Born 13 February 1984) is a British super featherweight boxer.
"""
anything = Star(Any())
born = Star(Pos(":")) + Question(Token("Born") | Token("born")) + Question(
Token("c."))
entity_leftover = Star(Pos("NNP"))
return Subject + entity_leftover + Pos("-LRB-") + born + Object + Pos(
"-RRB-") + anything
def born_two_dates_in_parenthesis(Subject, Object):
"""
Ex: James Cunningham (born 1973 or 1974) is a Canadian stand-up comedian and TV host.
"""
anything = Star(Any())
born = Question(Token("Born") | Token("born"))
entity_leftover = Star(Pos("NNP"))
subject = Subject + entity_leftover
or_object = (Object + Token("or") + Pos("CD")
| Pos("CD") + Token("or") + Object)
return subject + Pos("-LRB-") + born + or_object + Pos("-RRB-") + anything
def was_born_explicit_mention(Subject, Object):
"""
Ex: Shamsher M. Chowdhury was born in 1950.
"""
anything = Star(Any())
return anything + Subject + Token("was born") + Pos(
"IN") + Object + anything
def born_date_and_death_in_parenthesis(Subject, Object):
"""
Ex: Carl Bridgewater (January 2, 1965 - September 19, 1978) was shot dead
"""
anything = Star(Any())
return Subject + Pos("-LRB-") + Object + Token("-") + anything + Pos(
"-RRB-") + anything
def test_match_run_on_every_rule(self):
mocked_rules = [rule(True)(mock.MagicMock(return_value=Token("asd")))
] * 10
pipeline = RuleBasedCore(self.person_date_relation, mocked_rules)
pipeline.start()
pipeline.process()
pipeline.predict(self._candidates)
for mock_rule in mocked_rules:
self.assertTrue(mock_rule.called)
Subject, Object = mock_rule.call_args[0]
self.assertIsInstance(Subject, Pattern)
def just_born(Subject, Object):
"""
Ex: Lyle Eugene Hollister, born 6 July 1923 in Sioux Falls, South Dakota, enlisted in the Navy....
"""
anything = Star(Any())
return Subject + Token(", born") + Object + anything
def is_born_in(Subject, Object):
"""
Ex: Xu is born in 1902 or 1903 in a family of farmers in Hubei ..
"""
anything = Star(Any())
return Subject + Token("is born in") + Object + anything
def custom_negative_only_match_dot(*args, **kwargs):
# only match dot
return Token('.')
def test_rule(Subject, Object):
return Subject + Object + Token("something here")
def test_rule(Subject, Object):
anything = Question(Star(Any()))
return Subject + Token("(") + Object + Token("-") + anything
