Triple

T16229900
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of the Republic of Vietnam E393950 entity
Predicate subdivision P747 FINISHED
Object Popular Forces
Popular Forces were local militia units of South Vietnam responsible for village-level security and counterinsurgency during the Vietnam War.
 E1200944 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: Popular Forces | Statement: [Armed Forces of the Republic of Vietnam, subdivision, Popular Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Popular Forces
Context triple: [Armed Forces of the Republic of Vietnam, subdivision, Popular Forces]
  • A. Nationalist forces
    The Nationalist forces were the coalition of right-wing rebels led by General Francisco Franco that fought against the Republican government during the Spanish Civil War.
  • B. People’s Army
    The People’s Army, also known as the Guominjun, was a Chinese warlord-era military force led by Feng Yuxiang that played a significant role in early 20th-century Chinese politics and conflicts.
  • C. People's Army
    The People's Army was the communist underground military formation in German-occupied Poland during World War II, aligned with the Polish Workers' Party and the Soviet-backed resistance.
  • D. Popular Defense Forces
    The Popular Defense Forces is a Sudanese paramilitary organization known for its role as a government-aligned militia involved in internal conflicts and counterinsurgency operations.
  • E. Liberation Army
    Liberation Army is the English translation of “Mukti Bahini,” the guerrilla resistance force that fought for Bangladesh’s independence in 1971.
  • 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: Popular Forces
Triple: [Armed Forces of the Republic of Vietnam, subdivision, Popular Forces]
Generated description
Popular Forces were local militia units of South Vietnam responsible for village-level security and counterinsurgency during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Popular Forces
Target entity description: Popular Forces were local militia units of South Vietnam responsible for village-level security and counterinsurgency during the Vietnam War.
  • A. Nationalist forces
    The Nationalist forces were the coalition of right-wing rebels led by General Francisco Franco that fought against the Republican government during the Spanish Civil War.
  • B. People’s Army
    The People’s Army, also known as the Guominjun, was a Chinese warlord-era military force led by Feng Yuxiang that played a significant role in early 20th-century Chinese politics and conflicts.
  • C. People's Army
    The People's Army was the communist underground military formation in German-occupied Poland during World War II, aligned with the Polish Workers' Party and the Soviet-backed resistance.
  • D. Popular Defense Forces
    The Popular Defense Forces is a Sudanese paramilitary organization known for its role as a government-aligned militia involved in internal conflicts and counterinsurgency operations.
  • E. Liberation Army
    Liberation Army is the English translation of “Mukti Bahini,” the guerrilla resistance force that fought for Bangladesh’s independence in 1971.
  • 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e23d29438c81909aa2724cc47bb959 completed April 17, 2026, 2:01 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00079e83f08190a260751fd8b55eef completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a00089a498c819092685d13f975e7cd completed May 10, 2026, 4:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0009042b288190b3a756354c04dfd3 completed May 10, 2026, 4:26 a.m.
Created at: April 10, 2026, 5:03 a.m.