Triple
T1431277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Rolling Thunder |
E30450
|
entity |
| Predicate | opposingForce |
P4567
|
FINISHED |
| Object | North Vietnamese Army |
E108968
|
NE FINISHED |
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: North Vietnamese Army | Statement: [Operation Rolling Thunder, opposingForce, North Vietnamese Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Vietnamese Army Context triple: [Operation Rolling Thunder, opposingForce, North Vietnamese Army]
-
A.
People's Army of Vietnam
chosen
The People's Army of Vietnam is the military force of the Socialist Republic of Vietnam, renowned for its pivotal role in the Vietnam War against the United States and South Vietnam.
-
B.
Army of the Republic of Vietnam
The Army of the Republic of Vietnam was the ground military force of South Vietnam, allied with the United States and other anti-communist nations during the Vietnam War.
-
C.
Viet Cong
The Viet Cong was a communist guerrilla force in South Vietnam that fought against the South Vietnamese and U.S. militaries, playing a central role in the broader struggle for Vietnamese reunification under communist rule.
-
D.
Viet Minh
The Viet Minh was a Vietnamese nationalist and communist-led independence movement, founded and led by Ho Chi Minh, that fought against French colonial rule and later Japanese occupation, ultimately paving the way for the Democratic Republic of Vietnam.
-
E.
Republic of Vietnam Air Force
The Republic of Vietnam Air Force was the aerial warfare branch of South Vietnam’s military, operating alongside the United States during the Vietnam War until the fall of Saigon in 1975.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a498fc69ec8190b61722bd4b67c4d2 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4dc3e2081909ff951fe73db277b |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad30877a348190a99dbeaf45cd0335 |
completed | March 8, 2026, 8:17 a.m. |
Created at: March 1, 2026, 8 p.m.