Triple

T1431275
Position Surface form Disambiguated ID Type / Status
Subject Operation Rolling Thunder E30450 entity
Predicate opposingForce P4567 FINISHED
Object Vietnam People’s Air Force
The Vietnam People’s Air Force is the aerial warfare branch of Vietnam’s military, known for its role defending North Vietnam against U.S. air campaigns during the Vietnam War.
 E164966 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 People’s Air Force | Statement: [Operation Rolling Thunder, opposingForce, Vietnam People’s Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vietnam People’s Air Force
Context triple: [Operation Rolling Thunder, opposingForce, Vietnam People’s Air Force]
  • A. 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.
  • B. Republic of Vietnam Navy
    The Republic of Vietnam Navy was the maritime military force of South Vietnam, active primarily during the Vietnam War and responsible for coastal defense, riverine operations, and support of allied forces until 1975.
  • C. Democratic Republic of Vietnam Navy
    The Democratic Republic of Vietnam Navy was the naval force of North Vietnam, best known internationally for its involvement in the 1964 Gulf of Tonkin incident during the Vietnam War.
  • D. Myanmar Air Force
    The Myanmar Air Force is the aerial warfare branch of Myanmar's armed forces, responsible for the country's air defense, transport, and aerial support operations.
  • E. 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.
  • 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 People’s Air Force
Triple: [Operation Rolling Thunder, opposingForce, Vietnam People’s Air Force]
Generated description
The Vietnam People’s Air Force is the aerial warfare branch of Vietnam’s military, known for its role defending North Vietnam against U.S. air campaigns during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vietnam People’s Air Force
Target entity description: The Vietnam People’s Air Force is the aerial warfare branch of Vietnam’s military, known for its role defending North Vietnam against U.S. air campaigns during the Vietnam War.
  • A. 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.
  • B. Republic of Vietnam Navy
    The Republic of Vietnam Navy was the maritime military force of South Vietnam, active primarily during the Vietnam War and responsible for coastal defense, riverine operations, and support of allied forces until 1975.
  • C. Democratic Republic of Vietnam Navy
    The Democratic Republic of Vietnam Navy was the naval force of North Vietnam, best known internationally for its involvement in the 1964 Gulf of Tonkin incident during the Vietnam War.
  • D. Myanmar Air Force
    The Myanmar Air Force is the aerial warfare branch of Myanmar's armed forces, responsible for the country's air defense, transport, and aerial support operations.
  • E. 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.
  • F. None of above. chosen

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_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_69ad08b5ba94819092e66e8dfd6bf87d completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09f7609481908ce2f77da55461be completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a4a1f80819099bfef26ad0ab428 completed March 8, 2026, 5:34 a.m.
Created at: March 1, 2026, 8 p.m.