Triple

T22468026
Position Surface form Disambiguated ID Type / Status
Subject James H. Willbanks E555410 entity
Predicate wroteAbout P2831 FINISHED
Object Army of the Republic of Vietnam (ARVN) — NE NERFINISHED

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: Army of the Republic of Vietnam (ARVN) | Statement: [James H. Willbanks, wroteAbout, Army of the Republic of Vietnam (ARVN)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Army of the Republic of Vietnam (ARVN)
Context triple: [James H. Willbanks, wroteAbout, Army of the Republic of Vietnam (ARVN)]
  • A. 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.
  • B. Army of the Republic of Vietnam chosen
    The Army of the Republic of Vietnam was the ground military force of South Vietnam, allied with the United States and other anti-communist nations during the Vietnam War.
  • 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. Vietnamese forces
    Vietnamese forces were the military units of Vietnam that expanded and defended Vietnamese territory through various historical campaigns and conflicts.
  • E. People’s Army of Vietnam ground forces
    The People’s Army of Vietnam ground forces were the main land warfare component of communist Vietnam’s military, playing a central role in the First Indochina War and the Vietnam War against French, South Vietnamese, and U.S. forces.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e11e51fdec8190adfdf9f8a6362221 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15bdda62c8190937ac13a4481b4b7 completed April 29, 2026, 1:16 a.m.
Created at: April 16, 2026, 8:48 p.m.