Triple
T7762985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vang Pao |
E176070
|
entity |
| Predicate | opposed |
P437
|
FINISHED |
| Object | North Vietnamese forces in Laos |
E665136
|
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 forces in Laos | Statement: [Vang Pao, opposed, North Vietnamese forces in Laos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Vietnamese forces in Laos Context triple: [Vang Pao, opposed, North Vietnamese forces in Laos]
-
A.
North Vietnamese Army positions in Laos
chosen
North Vietnamese Army positions in Laos were strategic military bases and supply routes used by North Vietnam, particularly along the Ho Chi Minh Trail, to support operations during the Vietnam War.
-
B.
Vietnamese forces
Vietnamese forces were the military units of Vietnam that expanded and defended Vietnamese territory through various historical campaigns and conflicts.
-
C.
Operations in French Indochina
Operations in French Indochina were World War II Allied military and resistance activities in the French colonial territories of Vietnam, Laos, and Cambodia aimed at undermining Japanese control and supporting local and Free French forces.
-
D.
People's Army of Vietnam
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.
-
E.
French Forces in Indochina
The French Forces in Indochina were the colonial military forces of France engaged in the First Indochina War against the Viet Minh across Vietnam, Laos, and Cambodia from 1946 to 1954.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c704061d1881909b5b42bb93d2b8a7 |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7da8b848190b378f694118dfa19 |
completed | March 29, 2026, 6:34 a.m. |
Created at: March 27, 2026, 4:09 p.m.