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Event Detection
Data
Demonstration
The LEAF Lab
Data
Events
Data: MAVEN
Trigger word:
casualties
Event Types (Count):
Catastrophe (75)
NegTrigger (90)
Death (53)
Killing (13)
Damaging (1)
Bodily_harm (11)
Negative Trigger
It
is
one
of
the
bloodiest
battles
in
percent
of
casualties
on
both
sides
ever
fought
Hostile_encounter
on
European
soil
.
The
SADF
's
incursions
produced
Manufacturing
Angolan
casualties
Death
and
occasionally
resulted in
Causation
severe
collateral
damage
to
economic
installations
regarded
as
vital
to
the
Angolan
economy
.
Eritrea
and
Ethiopia
,
two
of
the
world
's
poorest
countries
,
spent
Expend_resource
hundreds
of
millions
of
dollars
on
the
war
Hostile_encounter
and
suffered
Catastrophe
tens
of
thousands
of
casualties
Death
as
a
direct
consequence
of
the
conflict
Hostile_encounter
.
With
mounting
casualties
and
no
sign
Sign_agreement
of
a
German
collapse
,
the
offensive
east
of
Caen
was
suspended
Change_event_time
on
13
June
.
During
the
engagement
Hostile_encounter
the
British
convoy
resisted
Defending
strongly
and
suffered
Causation
heavy
casualties
Bodily_harm
but
two
ships
were
eventually
forced
to
surrender
.
The
ensuing
battle
Hostile_encounter
was
fiercely
contested
Competition
and
both
ships
suffered
Catastrophe
severe
damage
Damaging
and
heavy
casualties
Catastrophe
.
It
had
failed
Confronting_problem
by
midday
;
the
Turks
were
caught
Body_movement
by
enfilade
fire
from
the
defenders
'
rifles
and
machine-guns
,
which
caused
Causation
around
ten
thousand
casualties
Catastrophe
,
including
three
thousand
deaths
.
The
ANZACs
had
less
than
seven
hundred
casualties
.
The
significant
casualties
Catastrophe
caused
by
Flora
were
the
most
for
a
tropical
cyclone
in
the
Atlantic
Basin
since
the
1900
Galveston
Hurricane
.
No
casualties
Bodily_harm
were
reported
Reporting
amongst
the
town
's
population
,
but
a
pilot
was
killed
Killing
when
his
helicopter
crashed
Catastrophe
while
he
was
battling
Hostile_encounter
the
fires
Catastrophe
around
the
community
.
According
to
``
Haaretz
''
,
the
IDF
delayed
Change_event_time
rescue
services
Supply
from
reaching
Arriving
some
of
the
casualties
Catastrophe
for
three
days
of
the
incident
.
The
university
was
closed
for
vacation
at
the
time
of
the
floods
,
preventing
Preventing_or_letting
even
higher
casualties
.
KPA
casualties
Death
during
the
fighting
Hostile_encounter
were
heavy
,
while
Australian
losses
Earnings_and_losses
included
Cause_to_be_included
their
commanding
officer
,
Lieutenant
Colonel
Charles
Green
,
who
was
wounded
Bodily_harm
in
the
stomach
by
artillery
fire
after
the
battle
Military_operation
and
died
Death
two
days
later
.
The
collapse
Destroying
of
a
section
of
the
double-deck
Nimitz
Freeway
in
Oakland
was
the
site
of
the
largest
number
of
casualties
Catastrophe
for
the
event
Earnings_and_losses
,
but
the
collapse
Destroying
of
man-made
structures
and
other
related
accidents
Catastrophe
contributed
Causation
to
casualties
Killing
occurring
Presence
in
San
Francisco
,
Los
Altos
,
and
Santa
Cruz
.
The
collapse
Destroying
of
a
section
of
the
double-deck
Nimitz
Freeway
in
Oakland
was
the
site
of
the
largest
number
of
casualties
Catastrophe
for
the
event
Earnings_and_losses
,
but
the
collapse
Destroying
of
man-made
structures
and
other
related
accidents
Catastrophe
contributed
Causation
to
casualties
Killing
occurring
Presence
in
San
Francisco
,
Los
Altos
,
and
Santa
Cruz
.
Some
of
the
prominent
or
symbolic
individuals
who
figured
in
these
events
included
Cause_to_be_included
The
exact
number
of
casualties
is
not
known
,
but
estimates
range
from
13–31
deaths
resulting
from
the
protests
and
reprisals
by
the
government
.
The
most
commonly
cited
Adducing
estimate
of
Japanese
casualties
Catastrophe
from
the
raids
Attack
is
333,000
killed
Killing
and
473,000
wounded
Bodily_harm
.
The
III
Corps
attack
Attack
on
both
sides
of
the
Albert–Bapaume
road
was
a
disaster
,
making
Manufacturing
only
a
short
advance
south
of
La
Boisselle
,
where
the
34th
Division
suffered
Bodily_harm
the
most
casualties
of
any
Allied
division
on
1
July
.
On
the
beach
itself
,
infantry
and
tanks
landed
Self_motion
in
four
waves
beginning
Process_start
at
06:30
and
quickly
secured
Assistance
the
immediate
area
with
minimal
casualties
Catastrophe
.
The
4th
Infantry
Division
landed
Motion
21,000
troops
on
Utah
at
the
cost
Cost
of
only
197
casualties
Catastrophe
.
Airborne
troops
arriving
Arriving
by
parachute
and
glider
numbered
Cause_change_of_position_on_a_scale
an
additional
14,000
men
,
with
2,500
casualties
Catastrophe
.
German
casualties
Catastrophe
were
probably
less
than
150
,
with
Stroop
reporting
Reporting
only
110
casualties
[
16
killed
+
1
dead/93
wounded
]
.
German
casualties
Catastrophe
were
probably
less
than
150
,
with
Stroop
reporting
Reporting
only
110
casualties
[
16
killed
+
1
dead/93
wounded
]
.
Estimates
of
the
number
of
human
casualties
Catastrophe
range
up
to
several
hundred
thousand
dead
Death
,
from
either
combat
or
starvation
and
disease
.
The
high
death
Death
toll
includes
Cause_to_be_included
many
civilian
casualties
Catastrophe
,
due
Causation
to
deliberate
targeting
Aiming
by
many
factions
.
Next
day
a
combined
Cause_to_amalgamate
infantry
,
tank
and
aircraft
operation
Military_operation
inflicted
Bodily_harm
many
casualties
Death
on
the
defenders
and
forced
Causation
the
survivors
to
surrender
Surrendering
,
after
which
the
village
was
occupied
Control
and
consolidated
Cause_change_of_strength
.
armed
Bearing_arms
with
newly
issued
Creating
breechloading
springfield
model
1866
rifles
,
the
heavily
outnumbered
soldiers
held off
Defending
the
native
warriors
and
inflicted
Attack
casualties
.
While
similar
in
circumstance
and
casualties
to
the
Wagon
Box
Fight
,
which
took place
Process_start
the
next
day
near
Fort
Phil
Kearny
,
Wyoming
,
this
engagement
has
not
received
Receiving
as
much
attention
by
historians
.
although
this
supply
Supply
operation
was
a
success
,
few
of
the
gliders
made
it
to
their
landing
Self_motion
zones
in
sicily
during
the
two
british
airborne
operations
that
followed
,
many
becoming
Becoming
casualties
Death
of
the
weather
conditions
or
anti-aircraft
gunfire
.
The
UN
withdrew
Escaping
in
1995
,
having
incurred
significant
casualties
Catastrophe
,
but
no
central
authority
had
yet
been
reestablished
Recovering
.
They
succeeded
after
hard
Confronting_problem
fighting
Hostile_encounter
,
but
then
launched
Process_start
a
costly
assault
Attack
across
the
Côa
,
suffering
Bodily_harm
heavy
casualties
Death
.
By
the
end
Process_end
of
the
year
,
the
Allies
had
achieved
Achieve
significant
territorial
gains
Getting
only
in
one
sector
,
the
extreme
north-east
of
Burma
,
but
the
Japanese
attack
Attack
on
India
had
been
defeated
Earnings_and_losses
with
very
heavy
casualties
.
As
the
Americans
advanced
Self_motion
on
the
fort
from
the
north
,
they
were
ambushed
Attack
by
Native
Americans
,
and
forced
Causation
to
re-embark
with
heavy
casualties
Death
.
An
air
crash
Catastrophe
at
Jackson
's
Field
ultimately
caused
Causation
half
the
Allied
casualties
Catastrophe
of
the
battle
.
With
the
attack
Attack
faltering
Motion
,
and
the
Neapolitans
beginning
Process_start
to
sustain
substantial
casualties
Catastrophe
,
Murat
pulled
Motion
back
to
San
Germano
and
formed
Coming_to_be
a
defensive
Defending
position
.
Initially
,
the
Iranian
Interior
Ministry
stated
Statement
that
only
one
person
had
been
killed
Killing
,
however
an
official
at
a
hospital
in
Ahvaz
said
Statement
that
between
15
and
20
mortal
casualties
Death
.
In
a
siege
lasting
15
days
the
Fort
was
constantly
bombarded
Attack
,
the
French
suffering
Bodily_harm
200
casualties
Catastrophe
before
finally
surrendering
Surrendering
.
The
cities
that
reported
Reporting
human
casualties
Catastrophe
are
located
in
a
mountainous
area
,
in
the
neighborhood
of
the
Serra
dos
Órgãos
national
park
.
The
rebels
engaged
Hostile_encounter
the
Danish
soldiers
by
archery
,
causing
Causation
many
casualties
Killing
and
forcing
the
enemy
to
retreat
Escaping
.
Estimates
of
casualties
differ
Change
between
Slovene
and
Austrian
sources
.
The
protest
was
interrupted
Hindering
by
Meister
's
soldiers
firing
Use_firearm
at
the
people
and
causing
Causation
numerous
casualties
.
Because
of
its
size
,
intensity
,
serious
casualties
Catastrophe
on
both
sides
(
particularly
among
the
general
officers
)
and
its
result
(
Confederates
never
again
controlling
Winchester
and
President
Abraham
Lincoln
winning
re-election
)
,
many
historians
consider
Statement
this
the
most
important
conflict
Hostile_encounter
of
the
Shenandoah
Valley
.
Pick-up
trucks
were
used
Using
to
transport
Sending
the
casualties
to
hospital
afterwards
.
Heavy
fighting
resulted in
Causation
significant
casualties
Bodily_harm
on
both
sides
,
but
the
combined
American
and
Australian
force
was
able
to
uncover
Reveal_secret
an
extensive
tunnel
network
covering
Hiding_objects
more
than
.
Indeed
,
the
British
troops
suffered
Bodily_harm
a
reverse
at
Boschbult
,
taking
Getting
178
casualties
Death
.
About
1,000
soldiers
and
militiamen
were
killed
Killing
and
the
United
States
forces
Hostile_encounter
suffered
Earnings_and_losses
many
more
casualties
Catastrophe
than
their
opponents
.
Heavy
casualties
Killing
and
the
loss
of
their
supply
Supply
lines
then
forced
the
Japanese
to
withdraw
Escaping
,
returning
Arriving
territorial
control
Control
to
the
original
status
quo
.
During
the
two
and
half
years
of
the
war
,
there
were
about
100,000
overall
military
casualties
Catastrophe
,
while
between
500,000
and
2
million
Biafran
civilians
died
Death
of
starvation
.
In
the
subsequent
fight
Hostile_encounter
,
the
25th
Infantry
Division
was
able
to
inflict
Bodily_harm
substantial
casualties
Catastrophe
on
the
advancing
Cause_to_make_progress
KPA
15th
Infantry
Division
but
was
not
able
to
hold
Defending
its
positions
Placing
.
although
casualties
Death
appeared
Presence
even
on
both
sides
,
the
austrians
had
a
significantly
larger
fighting
Quarreling
force
,
both
on
the
field
at
ostrach
,
and
stretched
Expansion
along
a
line
between
lake
constance
and
ulm
.
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