Triple

T6311417
Position Surface form Disambiguated ID Type / Status
Subject Battle of Kontum E141511 entity
Predicate militaryUnitInvolved P1063 FINISHED
Object ARVN 23rd Division
The ARVN 23rd Division was a South Vietnamese Army infantry division that played a key defensive role in the Central Highlands during the Vietnam War, particularly in major engagements against North Vietnamese forces.
 E585872 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: ARVN 23rd Division | Statement: [Battle of Kontum, militaryUnitInvolved, ARVN 23rd Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ARVN 23rd Division
Context triple: [Battle of Kontum, militaryUnitInvolved, ARVN 23rd Division]
  • A. ARVN II Corps
    ARVN II Corps was a major field formation of the South Vietnamese Army responsible for military operations in the Central Highlands region during the Vietnam War.
  • B. Viet Cong 1st Regiment
    The Viet Cong 1st Regiment was a key main-force communist military unit in the Vietnam War, noted for its early large-scale engagement against U.S. Marines and South Vietnamese forces.
  • C. III Corps (South Vietnam)
    III Corps (South Vietnam) was a major military command of the Army of the Republic of Vietnam responsible for operations in the region surrounding Saigon during the Vietnam War.
  • D. Army of the Republic of Vietnam
    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.
  • E. 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.
  • 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: ARVN 23rd Division
Triple: [Battle of Kontum, militaryUnitInvolved, ARVN 23rd Division]
Generated description
The ARVN 23rd Division was a South Vietnamese Army infantry division that played a key defensive role in the Central Highlands during the Vietnam War, particularly in major engagements against North Vietnamese forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ARVN 23rd Division
Target entity description: The ARVN 23rd Division was a South Vietnamese Army infantry division that played a key defensive role in the Central Highlands during the Vietnam War, particularly in major engagements against North Vietnamese forces.
  • A. ARVN II Corps
    ARVN II Corps was a major field formation of the South Vietnamese Army responsible for military operations in the Central Highlands region during the Vietnam War.
  • B. Viet Cong 1st Regiment
    The Viet Cong 1st Regiment was a key main-force communist military unit in the Vietnam War, noted for its early large-scale engagement against U.S. Marines and South Vietnamese forces.
  • C. III Corps (South Vietnam)
    III Corps (South Vietnam) was a major military command of the Army of the Republic of Vietnam responsible for operations in the region surrounding Saigon during the Vietnam War.
  • D. Army of the Republic of Vietnam
    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.
  • E. 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.
  • 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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0649d1e048190a3fc7fbce9d2ee57 completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6040337908190a10f7cd9c1264267 completed March 27, 2026, 4:13 a.m.
NEDg Description generation batch_69c6056435b481908a63a880b7bcd489 completed March 27, 2026, 4:19 a.m.
NED2 Entity disambiguation (via description) batch_69c605f2369c819080fd52282b20437e completed March 27, 2026, 4:22 a.m.
Created at: March 22, 2026, 4:28 p.m.