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Event Detection
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Demonstration
The LEAF Lab
Data
Events
Data: MAVEN
Trigger word:
PVA
Event Types (Count):
NegTrigger (26)
Negative Trigger
UN
forces
invaded
Attack
North
Korea
in
October
1950
and
moved
Motion
rapidly
towards
the
Yalu
River—the
border
with
China—but
on
19
October
1950
,
Chinese
forces
of
the
People
's
Volunteer
Army
(
PVA
)
crossed
Motion_directional
the
Yalu
and
entered
Arriving
the
war
Hostile_encounter
.
The
Battle
Hostile_encounter
of
Pakchon
(
5
November
1950
)
,
also known as
the
Battle
Hostile_encounter
of
Bochuan
(
)
,
took place
Process_start
ten
days
after
the
start
Process_start
of
the
Chinese
First
Phase
Offensive
,
following
the
entry
Process_start
of
the
Chinese
People
's
Volunteer
Army
(
PVA
)
into
the
Korean
War
.
The
battle
Hostile_encounter
was
fought
Hostile_encounter
between
British
and
Australian
forces
from
the
27th
British
Commonwealth
Brigade
with
American
armour
and
artillery
in
support
Supporting
,
and
the
PVA
117th
Division
of
the
39th
Army
,
around
the
village
of
Pakchon
on
the
Taeryong
River
.
Meanwhile
,
immediately
following
their
success
Achieve
at
Unsan
against
the
Americans
,
the
PVA
117th
Division
had
attacked
Attack
southward
,
intending
to
cut off
Hindering
the
UN
forces
as
they
withdrew
Escaping
in
the
face
of
the
unexpected
PVA
assault
.
Meanwhile
,
immediately
following
their
success
Achieve
at
Unsan
against
the
Americans
,
the
PVA
117th
Division
had
attacked
Attack
southward
,
intending
to
cut off
Hindering
the
UN
forces
as
they
withdrew
Escaping
in
the
face
of
the
unexpected
PVA
assault
.
To
halt
Preventing_or_letting
the
PVA
advance
,
the
27th
British
Commonwealth
Brigade
was
ordered
Arranging
to
defend
Defending
the
lower
crossings
of
the
Taeryong
and
Chongchon
rivers
as
part
of
a
rearguard
,
in
conjunction
with
the
US
24th
Infantry
Division
further
upstream
on
the
right
.
During
the
night
of
4/5
November
,
the
PVA
and
Korean
People
's
Army
(
KPA
)
mounted
a
full-scale
assault
on
the
US
24th
Infantry
Division
,
pushing
Motion
back
an
American
infantry
regiment
nearly
.
The
British
and
Australians
then
successfully
counter-attacked
Attack
the
PVA
forces
Causation
occupying
a
number
of
nearby
ridgelines
during
the
day
but
were
in
turn
counter-attacked
Attack
before
being
pushed
Motion
off
the
high
ground
during
the
night
.
In
their
first
battle
Hostile_encounter
with
the
PVA
,
the
3rd
Battalion
,
Royal
Australian
Regiment
(
3
RAR
)
captured
Conquering
a
well
defended
Defending
hill
with
only
limited
Limiting
offensive
support
,
and
held
Defending
it
in
the
face
of
heavy
counter-attacks
before
confused
Perception_active
command
Control
decisions
Deciding
resulted in
Causation
a
disorganised
night
withdrawal
Escaping
while
still
in
contact
Communication
.
However
,
following
heavy
fighting
Hostile_encounter
the
pressure
on
the
Australians
unexpectedly
ceased
Process_end
after
midnight
,
and
parties
of
PVA
were
observed
Perception_active
beginning
to
withdraw
Escaping
.
By
early
morning
the
PVA
attack
had
been
checked
Preventing_or_letting
and
3
RAR
had
redeployed
Placing
to
new
positions
in
the
paddy
fields
around
the
railway
crossing
north
of
Maenjung-dong
.
Nonetheless
,
the
27th
British
Commonwealth
Brigade
succeeded
in
preventing
Preventing_or_letting
a
PVA
break-through
at
Pakchon
,
keeping
Temporary_stay
open
vital
withdrawal
Escaping
routes
across
the
river
and
securing
Getting
the
UN
left
Departing
flank
.
Suffering
Bodily_harm
significant
casualties
Catastrophe
,
the
PVA
offensive
was
halted
Process_end
the
next
day
due
Causation
to
logistic
difficulties
.
The
PVA
and
KPA
were
temporarily
forced
Motion
to
withdraw
Escaping
north
,
while
the
UN
successfully
reinforced
Cause_change_of_strength
its
positions
Placing
,
holding
Defending
on
the
Chongchon
Line
.
Yet
by
late
November
the
US
Eighth
Army
was
again
forced
Motion
to
withdraw
Escaping
after
the
PVA
began
Process_start
their
Second
Phase
Offensive
,
starting
Process_start
a
long
retreat
Escaping
south
.
More
than
88,000
rounds
of
Chinese
People
's
Volunteer
Army
(
PVA
)
artillery
fell
Motion_directional
on
Outpost
Harry
.
During
the
4
to
5
days
prior
to
the
initial
attack
on
the
outpost
,
PVA
artillery
and
mortar
fire
increased
Cause_change_of_position_on_a_scale
from
an
average
of
275
to
670
per
day
during
daylight
hours
.
Anticipating
this
reaction
,
the
Chinese
People
's
Volunteer
Army
(
PVA
)
Commander
Peng
Dehuai
planned
Arranging
a
counteroffensive
Attack
,
dubbed
Name_conferral
the
``
Second
Phase
Campaign
''
,
against
the
advancing
UN
forces
.
Hoping
to
repeat
the
success
of
the
earlier
First
Phase
Campaign
Military_operation
,
the
PVA
13th
Army
first
launched
Process_start
a
series
of
surprise
attacks
Attack
along
the
Ch'ongch'on
River
Valley
on
the
night
of
November
25
,
1950
at
the
western
half
of
the
Second
Phase
Campaign
Military_operation
(
)
,
effectively
destroying
Destroying
the
Eighth
United
States
Army
's
right
flank
while
allowing
Preventing_or_letting
PVA
forces
to
move
Self_motion
rapidly
into
UN
rear
areas
.
Hoping
to
repeat
the
success
of
the
earlier
First
Phase
Campaign
Military_operation
,
the
PVA
13th
Army
first
launched
Process_start
a
series
of
surprise
attacks
Attack
along
the
Ch'ongch'on
River
Valley
on
the
night
of
November
25
,
1950
at
the
western
half
of
the
Second
Phase
Campaign
Military_operation
(
)
,
effectively
destroying
Destroying
the
Eighth
United
States
Army
's
right
flank
while
allowing
Preventing_or_letting
PVA
forces
to
move
Self_motion
rapidly
into
UN
rear
areas
.
In
the
subsequent
battles
Hostile_encounter
and
withdrawals
Escaping
during
the
period
of
November
26
to
December
2
,
1950
,
although
the
US
Eighth
Army
managed
Control
to
avoid
Preventing_or_letting
being
surrounded
Surrounding
by
PVA
forces
Causation
,
the
PVA
13th
Army
were
still
able
to
inflict
Causation
heavy
losses
Earnings_and_losses
onto
the
retreating
Escaping
UN
forces
which
had
lost
Earnings_and_losses
all
cohesion
.
In
the
subsequent
battles
Hostile_encounter
and
withdrawals
Escaping
during
the
period
of
November
26
to
December
2
,
1950
,
although
the
US
Eighth
Army
managed
Control
to
avoid
Preventing_or_letting
being
surrounded
Surrounding
by
PVA
forces
Causation
,
the
PVA
13th
Army
were
still
able
to
inflict
Causation
heavy
losses
Earnings_and_losses
onto
the
retreating
Escaping
UN
forces
which
had
lost
Earnings_and_losses
all
cohesion
.
After
a
joint
Collaboration
Chinese
People
's
Volunteer
Army
(
PVA
)
and
KPA
assault
breached
the
UN
defenses
at
Chuncheon
on
New
Year
's
Eve
of
1951
,
KPA
V
Corps
attacked
Attack
US
X
Corps
at
Wonju
while
KPA
II
Corps
harassed
US
X
Corps
'
rear
by
engaging
in
guerrilla
warfare
.
In
the
aftermath
of
the
major
Chinese
People
's
Volunteer
Army
(
PVA
)
victory
Earnings_and_losses
at
the
Battle
of
the
Ch'ongch'on
River
,
the
United
Nations
Command
(
UN
)
started
Process_start
to
contemplate
the
possibility
of
evacuation
from
the
Korean
Peninsula
.
To
prevent
Preventing_or_letting
the
PVA
forces
Hostile_encounter
from
overwhelming
the
defenders
,
the
US
Eighth
Army
now
under
the
command
Control
of
Lieutenant
General
Matthew
B.
Ridgway
evacuated
Escaping
Seoul
on
January
3
,
1951
.
The
battle
Military_operation
took place
Process_start
about
a
month
after
the
People
's
Republic
of
China
entered
the
conflict
Hostile_encounter
and
sent
Sending
the
People
's
Volunteer
Army
(
PVA
)
9th
Army
to
infiltrate
Attack
the
northeastern
part
of
North
Korea
.
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