Triple
T21984570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Villages program in Malaya |
E542923
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Strategic Hamlet Program in South Vietnam |
—
|
NE NERFINISHED |
How this triple was built (2 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: Strategic Hamlet Program in South Vietnam | Statement: [New Villages program in Malaya, influenced, Strategic Hamlet Program in South Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Strategic Hamlet Program in South Vietnam Context triple: [New Villages program in Malaya, influenced, Strategic Hamlet Program in South Vietnam]
-
A.
Strategic Hamlet Program
chosen
The Strategic Hamlet Program was a controversial early-1960s South Vietnamese counterinsurgency initiative that sought to isolate rural populations from Viet Cong influence by relocating villagers into fortified settlements.
-
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.
Ho Chi Minh Campaign
The Ho Chi Minh Campaign was the final major North Vietnamese offensive in 1975 that captured Saigon and effectively ended the Vietnam War with the collapse of South Vietnam.
-
D.
French military mission in South Vietnam
The French military mission in South Vietnam was a post–First Indochina War advisory and support presence through which France assisted in training and organizing the armed forces of the newly formed State of Vietnam.
-
E.
Vietnam 1967–68
Vietnam 1967–68 refers to the period of the Vietnam War during which Australian forces, including the 7th Battalion, Royal Australian Regiment, were actively engaged in combat operations in South Vietnam.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c48136b081908831fa907cc02e18 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f12708055c8190b626ce244e368296 |
completed | April 28, 2026, 9:30 p.m. |
Created at: April 16, 2026, 8:04 p.m.