Triple

T5376347
Position Surface form Disambiguated ID Type / Status
Subject People's Army of Vietnam E108968 entity
Predicate hasGeneralStaff P63628 FINISHED
Object 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.
E522378 NE FINISHED

How this triple was built (5 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: General Staff of the Vietnam People's Army | Statement: [People's Army of Vietnam, hasGeneralStaff, General Staff of the Vietnam People's Army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Staff of the Vietnam People's Army
Context triple: [People's Army of Vietnam, hasGeneralStaff, General Staff of the Vietnam People's Army]
  • 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. 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.
  • C. 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.
  • D. Central Military Commission of the Communist Party of Vietnam
    The Central Military Commission of the Communist Party of Vietnam is the party’s top body responsible for directing national defense policy and exercising political leadership over Vietnam’s armed forces.
  • E. 66th Regiment, People's Army of Vietnam
    The 66th Regiment, People's Army of Vietnam was a North Vietnamese Army infantry unit noted for its major role in the 1965 Battle of Ia Drang during the Vietnam War.
  • 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: General Staff of the Vietnam People's Army
Triple: [People's Army of Vietnam, hasGeneralStaff, General Staff of the Vietnam People's Army]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Staff of the Vietnam People's Army
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. Central Military Commission of the Communist Party of Vietnam
    The Central Military Commission of the Communist Party of Vietnam is the party’s top body responsible for directing national defense policy and exercising political leadership over Vietnam’s armed forces.
  • E. 66th Regiment, People's Army of Vietnam
    The 66th Regiment, People's Army of Vietnam was a North Vietnamese Army infantry unit noted for its major role in the 1965 Battle of Ia Drang during the Vietnam War.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasGeneralStaff
Context triple: [People's Army of Vietnam, hasGeneralStaff, General Staff of the Vietnam People's Army]
  • A. staffIncluded
    Indicates that staff members are included or provided as part of the associated entity, service, or arrangement.
  • B. chiefOfGeneralStaff
    Indicates that a person holds the position of Chief of the General Staff in relation to a specific military organization or armed forces.
  • C. personnelComposition
    Indicates the makeup or distribution of people or roles within a group, organization, or unit.
  • D. hasEmployees
    Indicates that one entity employs one or more other entities as its workers or staff.
  • E. hasSergeantAtArms
    Indicates that an organization, body, or group is associated with and formally appoints a specific individual to serve in the role of Sergeant-at-Arms.
  • F. None of above. chosen

Provenance (7 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_69bd440c77948190aad2a5f39b7b80f5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd88801b188190b9ac35ed89167fa3 completed March 20, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4877be7481909942b25ba1d0a7fd completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf497a88b48190b87bf175fe224211 completed March 22, 2026, 1:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a1f6e1c8190a9ae94e45fb16cf9 completed March 22, 2026, 1:47 a.m.
PD Predicate disambiguation batch_69bd846172788190969f24bc7503c05e completed March 20, 2026, 5:31 p.m.
PDg Predicate description generation batch_69bd887f5b0081909456992d1a071928 completed March 20, 2026, 5:48 p.m.
Created at: March 20, 2026, 2:03 p.m.