Triple

T20476086
Position Surface form Disambiguated ID Type / Status
Subject North Vietnamese high command E502321 entity
Predicate oversawBranch P20679 FINISHED
Object People’s Army of Vietnam logistics forces
The People’s Army of Vietnam logistics forces were the military support units responsible for supplying, transporting, and sustaining North Vietnamese troops, notably along routes such as the Ho Chi Minh Trail during the Vietnam War.
E1433650 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: People’s Army of Vietnam logistics forces | Statement: [North Vietnamese high command, oversawBranch, People’s Army of Vietnam logistics forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: People’s Army of Vietnam logistics forces
Context triple: [North Vietnamese high command, oversawBranch, People’s Army of Vietnam logistics forces]
  • A. Land Forces of the NVA
    The Land Forces of the NVA were the ground warfare branch of East Germany’s armed forces, responsible for the country’s army operations during the Cold War.
  • B. General Staff of the Vietnam People's Army
    The General Staff of the Vietnam People's Army is the central military command and staff body responsible for operational planning, organization, and overall coordination of Vietnam’s armed forces.
  • C. People's Liberation Armed Forces of South Vietnam
    The People's Liberation Armed Forces of South Vietnam were the communist guerrilla and regular military forces that fought against the South Vietnamese government and its allies during the Vietnam War.
  • D. Armed Forces of the Republic of Vietnam
    The Armed Forces of the Republic of Vietnam were the military forces of South Vietnam, active primarily during the Vietnam War and allied with the United States and other anti-communist nations.
  • E. Vietnamese forces
    Vietnamese forces were the military units of Vietnam that expanded and defended Vietnamese territory through various historical campaigns and conflicts.
  • 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: People’s Army of Vietnam logistics forces
Triple: [North Vietnamese high command, oversawBranch, People’s Army of Vietnam logistics forces]
Generated description
The People’s Army of Vietnam logistics forces were the military support units responsible for supplying, transporting, and sustaining North Vietnamese troops, notably along routes such as the Ho Chi Minh Trail during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: People’s Army of Vietnam logistics forces
Target entity description: The People’s Army of Vietnam logistics forces were the military support units responsible for supplying, transporting, and sustaining North Vietnamese troops, notably along routes such as the Ho Chi Minh Trail during the Vietnam War.
  • A. Land Forces of the NVA
    The Land Forces of the NVA were the ground warfare branch of East Germany’s armed forces, responsible for the country’s army operations during the Cold War.
  • B. General Staff of the Vietnam People's Army
    The General Staff of the Vietnam People's Army is the central military command and staff body responsible for operational planning, organization, and overall coordination of Vietnam’s armed forces.
  • C. People's Liberation Armed Forces of South Vietnam
    The People's Liberation Armed Forces of South Vietnam were the communist guerrilla and regular military forces that fought against the South Vietnamese government and its allies during the Vietnam War.
  • D. Armed Forces of the Republic of Vietnam
    The Armed Forces of the Republic of Vietnam were the military forces of South Vietnam, active primarily during the Vietnam War and allied with the United States and other anti-communist nations.
  • E. Vietnamese forces
    Vietnamese forces were the military units of Vietnam that expanded and defended Vietnamese territory through various historical campaigns and conflicts.
  • 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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6996584648190a1a6dfcb57782b7f completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b21152081908d3a32e688db2a48 completed May 16, 2026, 3:20 p.m.
NEDg Description generation batch_6a088d7015188190a3a8a7180c2d6723 completed May 16, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_6a089153d5a88190ab57db1d7cb787b6 completed May 16, 2026, 3:46 p.m.
Created at: April 16, 2026, 11:34 a.m.