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Event Detection
Data
Demonstration
The LEAF Lab
Data
Events
Data: MAVEN
Trigger word:
led to
Event Types (Count):
Causation (289)
Negative Trigger
The
latest
ceasefire
came
Self_motion
into
force
on
8
March
2019
,
which
led to
Causation
a
significant
decrease
of
fighting
Hostile_encounter
in
the
following
days
(
according
to
both
combatants
)
.
Cyrus
'
allergic
reaction
along
with
logistical
issues
Creating
led to
Causation
3
cancellations
Change_event_time
in
the
tour
's
scheduled
Arranging
dates
.
U.S.
military
officers
believe
that
insurgent
actions
Emptying
during
the
battle
Hostile_encounter
led to
Causation
the
formation
Coming_to_be
of
the
Anbar
Awakening
.
Recurring
Motion
health
and
vocal
problems
led to
Causation
numerous
alterations
to
the
tour
itinerary
.
The
main
strategic
consequence
of
the
engagement
was
the
disclosure
Reveal_secret
of
the
cruisers
'
positions
Employment
to
the
British
Admiralty
,
which
led to
Causation
the
Battle
Hostile_encounter
of
Coronel
where
the
entire
German
East
Asia
Squadron
defeated
Conquering
a
Royal
Navy
squadron
.
Linguistic
study
has
led to
Causation
the
conjecture
that
initially
the
complete
Process_end
poem
was
transmitted
Dispersal
orally
,
then
in
a
lost
manuscript
in
the
East
Saxon
dialect
and
now
survives
Coming_to_be
as
a
fragment
in
the
West
Saxon
form
,
possibly
that
of
a
scribe
active
at
the
Monastery
of
Worcester
late
in
the
11th
century
.
Much
like
his
brother
's
assassination
Killing
,
Robert
Kennedy
's
assassination
Killing
has
led to
Causation
a
number
of
conspiracy
theories
;
to
date
,
no
credible
evidence
has
emerged
Coming_to_be
that
Sirhan
was
not
the
shooter
,
or
that
he
did
n't
act
alone
.
The
verdict
sparked
Causation
the
``
White
Night
riots
''
in
San
Francisco
,
and
led to
Causation
the
state
Statement
of
California
abolishing
the
diminished
capacity
criminal
defense
.
It
also
led to
Causation
the
urban
legend
Adducing
of
the
``
Twinkie
defense
''
,
as
many
media
reports
Reporting
had
incorrectly
described
Statement
the
defense
Defending
as
having
attributed
Causation
White
's
diminished
Cause_change_of_position_on_a_scale
capacity
to
the
effects
Influence
of
sugar-laden
junk
food
.
The
event
led to
Causation
security
and
political
repercussions
in
Russia
;
most
notably
,
it
contributed
Causation
to
a
series
of
federal
government
reforms
Reforming_a_system
consolidating
power
in
the
Kremlin
and
strengthening
Cause_change_of_strength
of
the
powers
of
the
President
of
Russia
.
The
Germans
called
Request
for
a
truce
which
,
after
some
misunderstanding
,
led to
Causation
an
unconditional
surrender
of
the
garrison
.
970
until
1018
,
a
series
of
conflicts
Hostile_encounter
between
the
Bulgarian
Empire
and
the
Byzantine
Empire
led to
Causation
the
gradual
conquest
Conquering
of
Bulgaria
by
the
Byzantines
,
who
thus
re-established
Recovering
their
control
Control
over
the
entire
Balkan
peninsula
for
the
first
time
since
the
7th-century
Slavic
invasions
Attack
.
This
situation
was
exacerbated
Cause_change_of_position_on_a_scale
by
confusing
orders
Arranging
,
lack
of
command
Control
and
control
Control
,
and
a
well-led
and
aggressive
enemy
,
which
led to
Causation
the
utter
rout
and
destruction
Destroying
of
the
bulk
of
South
Vietnamese
forces
Military_operation
in
the
Central
Highlands
.
The
1975
Spring
Offensive
(
)
or
officially
known
as
The
General
Offensive
and
Uprising
Attack
of
the
Spring
1975
(
)
was
the
final
North
Vietnamese
campaign
Military_operation
in
the
Vietnam
War
Hostile_encounter
that
led to
Causation
the
capitulation
Surrendering
of
South
Vietnam
.
The
outcome
of
events
in
all
three
kingdoms
and
Europe
,
the
Revolution
was
quick
and
relatively
bloodless
,
though
establishing
Building
the
new
regime
took
Conquering
much
longer
and
led to
Causation
significant
casualties
Catastrophe
.
Their
acquittal
on
30
June
1688
led to
Causation
widespread
Dispersal
anti-Catholic
riots
throughout
England
and
Scotland
and
destroyed
Destroying
James
'
political
authority
.
The
violence
Violence
and
exodus
of
thousands
of
people
from
Northeast
India
reportedly
led to
Causation
a
series
of
incessant
protests
Attack
in
Assam
,
at
multiple
locations
,
during
the
months
of
August–September
.
Eyewall
replacement
cycles
led to
Causation
fluctuations
in
the
hurricane
's
structure
and
intensity
,
but
on
October
16
,
Gonzalo
peaked
Arriving
with
maximum
sustained
winds
of
145
mph
(
230
km/h
)
.
This
led to
Causation
another
pro-constitutional
movement
.
The
revolution
led to
Causation
the
establishment
of
a
parliament
in
Persia
(
Iran
)
during
the
Qajar
dynasty
.
The
ultimatum
was
however
rejected
Response
and
so
,
al-Shabaab
launched
Attack
several
attacks
Attack
on
key
sites
in
the
city
provoking
Convincing
a
major
government
offensive
Defending
on
11
–
12
July
,
which
led to
Causation
a
total
expulsion
of
Islamist
forces
from
the
city
.
The
kidnappers
murdered
Killing
Laporte
and
negotiations
Communication
led to
Causation
Cross
's
release
Releasing
and
the
kidnappers
Kidnapping
'
exile
to
Cuba
.
This
threat
led to
Causation
the
planning
Arranging
of
the
rescue
Rescuing
operation
.
It
led to
Causation
the
resignation
Change_of_leadership
of
the
Governor
of
Guerrero
,
Ángel
Aguirre
Rivero
,
in
the
face
of
statewide
protests
Protest
.
It
led to
Causation
nationwide
protests
Protest
,
particularly
in
the
state
of
Guerrero
and
Mexico
City
,
and
international
condemnation
.
On
15
January
,
a
third
skirmish
Hostile_encounter
reportedly
led to
Causation
the
death
Death
of
another
Pakistani
soldier
.
The
events
of
the
day
started
Process_start
early
in
the
morning
when
skirmishes
broke out
Process_start
in
a
bar
,
which
led to
Causation
an
Arsenal
fan
being
stabbed
Bodily_harm
.
The
conflict
Hostile_encounter
led to
Causation
a
recorded
Recording
20.77
million
population
reduction
Cause_change_of_position_on_a_scale
in
Shaanxi
and
Gansu
occurred
Presence
due
Causation
to
migration
and
war-related
death
Death
.
the
belgian
revolution
Change_of_leadership
(
,
)
was
the
conflict
Hostile_encounter
which
led to
Causation
the
secession
of
the
southern
provinces
(
mainly
the
former
southern
netherlands
)
from
the
united
kingdom
of
the
netherlands
and
the
establishment
Creating
of
an
independent
kingdom
of
belgium
.
After
the
police
found
Know
this
hideout
,
incriminating
Judgment_communication
evidence
led to
Causation
the
eventual
arrest
and
conviction
of
most
of
the
gang
.
Violence
over
land
ownership
broke out
Process_start
first
in
the
Wairau
Valley
in
the
South
Island
in
June
1843
,
but
rising
tensions
in
Taranaki
eventually
led to
Causation
the
involvement
of
British
military
forces
at
Waitara
in
March
1860
.
Following
international
condemnation
Judgment_communication
and
sanctions
Rewards_and_punishments
against
leaders
of
the
junta
,
an
agreement
was
signed
Sign_agreement
that
led to
Causation
the
third
place
candidate
in
the
election
Change_of_leadership
,
Manuel
Serifo
Nhamadjo
,
being
selected
Choosing
as
interim
president
.
The
conflict
was
largely
set
off
by
the
Second
Congo
War
,
which
had
led to
Causation
increased
Cause_change_of_position_on_a_scale
ethnic
consciousness
,
a
large
supply
of
small
arms
,
and
the
formation
of
various
armed
groups
.
Médecins
Sans
Frontières
said
Statement
``
The
ongoing
conflict
in
Ituri
,
Democratic
Republic
of
Congo
(
DRC
)
,
has
led to
Causation
more
than
50,000
deaths
,
more
than
500,000
displaced
civilians
and
continuing
,
unacceptably
high
,
mortality
since
1999
.
''
In
the
19th
century
local
historical
interest
led to
Causation
the
confirmation
Coming_to_believe
of
his
grave
's
location
,
and
the
establishment
Creating
of
markers
at
the
site
and
in
England
.
The
rapid
decompression
in
the
cargo
hold
caused
Causation
a
partial
collapse
of
the
passenger
compartment
floor
,
which
in
turn
jammed
Motion
or
restricted
Hindering
some
of
the
control
Control
cables
,
which
led to
Causation
various
flight
control
Control
hydraulic
actuators
.
the
speed
and
ease
of
israel
's
victory
led to
Causation
a
dangerous
unk
within
the
ranks
of
the
israel
defense
Defending
forces
(
idf
)
,
contributing
Giving
to
initial
arab
successes
in
the
1973
yom
kippur
war
,
although
israeli
forces
were
ultimately
successful
and
defeated
the
arab
militaries
.
Liddy
's
plan
Arranging
eventually
led to
Causation
the
downfall
of
Nixon
's
presidency
,
which
Caulfield
believed
would
have
been
avoided
Preventing_or_letting
had
Sandwedge
been
acted
upon
.
The
Department
Collaboration
of
Finance
was
occupied
Control
by
protestors
Dispersal
for
a
time
,
and
36
complaints
Statement
of
police
brutality
were
made
Creating
of
which
just
over
half
were
admitted
;
these
led to
Causation
a
further
march
Self_motion
by
students
Becoming_a_member
seven
days
later
with
the
intention
to
``
end
Process_end
garda
brutality
''
.
Rivalry
among
Dinka
factions
led
Causation
by
the
President
and
Paul
Malong
Awan
have
also
led to
Causation
fighting
Hostile_encounter
.
After
eight
years
,
war-weariness
,
economic
problems
,
decreased
morale
,
repeated
Iranian
military
failures
,
recent
Iraqi
successes
,
Iraqi
use
of
weapons
of
mass
destruction
,
lack
of
international
sympathy
,
and
increased
U.S.–Iran
military
tension
all
led to
Causation
a
ceasefire
Process_end
brokered
by
the
United
Nations
.
Riots
Violence
by
the
Leeds
fans
during
the
match
Competition
led to
Causation
UEFA
banning
Preventing_or_letting
the
club
from
European
competition
Competition
for
four
years
,
although
this
was
reduced
Cause_change_of_position_on_a_scale
to
two
years
on
appeal
.
The
Consultation
declined
Cause_change_of_position_on_a_scale
to
declare
independence
and
installed
an
interim
government
,
whose
infighting
led to
Causation
political
paralysis
and
a
dearth
of
effective
governance
in
Texas
.
Lack
Earnings_and_losses
of
food
and
fodder
for
the
horses
,
hypothermia
from
the
bitter
cold
and
persistent
guerilla
warfare
upon
isolated
troops
from
Russian
peasants
and
Cossacks
led to
Causation
great
losses
in
men
,
and
a
breakdown
of
discipline
and
cohesion
in
the
.
A
major
manhunt
led to
Causation
the
discovery
Criminal_investigation
of
the
suspects
,
who
exchanged
Exchange
fire
with
police
.
The
next
day
,
Ramle
surrendered
Surrendering
immediately
,
but
the
conquest
Conquering
of
Lydda
took
Conquering
longer
and
led to
Causation
an
unknown
number
of
deaths
Death
;
the
Palestinian
historian
Aref
al-Aref
,
the
only
scholar
who
tried
to
draw
up
a
balance
sheet
for
the
Palestinian
losses
,
estimated
426
Palestinians
died
Death
in
Lydda
on
12
July
,
of
which
176
in
the
mosque
and
800
overall
in
the
fighting
.
the
aster
revolution
Change_of_leadership
or
chrysanthemum
revolution
Change_of_leadership
(
)
was
a
revolution
Change_of_leadership
in
hungary
led
by
count
UNK
UNK
in
the
aftermath
of
world
war
Military_operation
i
which
led to
Causation
the
foundation
Coming_to_be
of
the
short-lived
first
hungarian
people
's
republic
.
During
the
procession
,
clashes
occurred
Presence
between
the
Malays
and
the
Chinese
which
eventually
led to
Causation
a
riot
spreading
to
other
areas
.
After
all
legal
options
had
been
exhausted
Expend_resource
,
the
chance
discovery
in
1986
of
a
piece
of
Azaria
's
clothing
in
an
area
with
numerous
dingo
lairs
led to
Causation
Lindy
Chamberlain
's
release
Releasing
from
prison
.
It
led to
Causation
a
reform
Reforming_a_system
of
safety
standards
and
codes
across
America
,
and
to
major
changes
Change
in
the
treatment
Cure
and
rehabilitation
Cure
of
burn
victims
internationally
.
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