Triple
T1385734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambodian Civil War |
E29839
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Vietnam War escalation in Indochina
Vietnam War escalation in Indochina refers to the period in the 1960s and early 1970s when U.S. and allied military involvement and conflict intensity sharply increased across Vietnam, Laos, and Cambodia, setting the stage for wider regional wars.
|
E3824
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Vietnam War escalation in Indochina | Statement: [Cambodian Civil War, precededBy, Vietnam War escalation in Indochina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vietnam War escalation in Indochina Context triple: [Cambodian Civil War, precededBy, Vietnam War escalation in Indochina]
-
A.
Vietnam War
The Vietnam War was a protracted Cold War-era conflict in Southeast Asia, primarily between communist North Vietnam and U.S.-backed South Vietnam, that profoundly shaped global politics, military strategy, and American society.
-
B.
Vietnamization
Vietnamization was a U.S. strategy during the Vietnam War that sought to shift combat responsibilities to South Vietnamese forces while gradually withdrawing American troops.
-
C.
First Indochina War
The First Indochina War was a conflict from 1946 to 1954 between French colonial forces and the Viet Minh that led to the end of French rule in Indochina and set the stage for the Vietnam War.
-
D.
U.S. invasion of Cambodia (1970)
The U.S. invasion of Cambodia in 1970 was a controversial expansion of the Vietnam War in which American and South Vietnamese forces entered Cambodian territory to attack North Vietnamese and Viet Cong sanctuaries, sparking widespread protest and political backlash in the United States.
-
E.
Tet Offensive
The Tet Offensive was a major 1968 campaign of surprise attacks by North Vietnamese and Viet Cong forces across South Vietnam that dramatically shifted U.S. public opinion and marked a turning point in the Vietnam War.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Vietnam War escalation in Indochina Triple: [Cambodian Civil War, precededBy, Vietnam War escalation in Indochina]
Generated description
Vietnam War escalation in Indochina refers to the period in the 1960s and early 1970s when U.S. and allied military involvement and conflict intensity sharply increased across Vietnam, Laos, and Cambodia, setting the stage for wider regional wars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vietnam War escalation in Indochina Target entity description: Vietnam War escalation in Indochina refers to the period in the 1960s and early 1970s when U.S. and allied military involvement and conflict intensity sharply increased across Vietnam, Laos, and Cambodia, setting the stage for wider regional wars.
-
A.
Vietnam War
chosen
The Vietnam War was a protracted Cold War-era conflict in Southeast Asia, primarily between communist North Vietnam and U.S.-backed South Vietnam, that profoundly shaped global politics, military strategy, and American society.
-
B.
Vietnamization
Vietnamization was a U.S. strategy during the Vietnam War that sought to shift combat responsibilities to South Vietnamese forces while gradually withdrawing American troops.
-
C.
First Indochina War
The First Indochina War was a conflict from 1946 to 1954 between French colonial forces and the Viet Minh that led to the end of French rule in Indochina and set the stage for the Vietnam War.
-
D.
U.S. invasion of Cambodia (1970)
The U.S. invasion of Cambodia in 1970 was a controversial expansion of the Vietnam War in which American and South Vietnamese forces entered Cambodian territory to attack North Vietnamese and Viet Cong sanctuaries, sparking widespread protest and political backlash in the United States.
-
E.
Tet Offensive
The Tet Offensive was a major 1968 campaign of surprise attacks by North Vietnamese and Viet Cong forces across South Vietnam that dramatically shifted U.S. public opinion and marked a turning point in the Vietnam War.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a498dc92f8819094a1108f8ac90f43 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c339f3d481909c04b14129899945 |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acde1f08e08190871fd9d539e902c8 |
completed | March 8, 2026, 2:25 a.m. |
| NEDg | Description generation | batch_69acdf4e74b08190a18df73cca054b28 |
completed | March 8, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace03eabf48190a79b5112fb2a917d |
completed | March 8, 2026, 2:34 a.m. |
Created at: March 1, 2026, 7:59 p.m.