Triple

T23281043
Position Surface form Disambiguated ID Type / Status
Subject PAVN 320th Division E588862 entity
Predicate commandStructure P396 FINISHED
Object PAVN field army
A PAVN field army was a major operational-level formation of the North Vietnamese military, overseeing multiple divisions in large-scale campaigns during the Vietnam War.
 E1579327 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: PAVN field army | Statement: [PAVN 320th Division, commandStructure, PAVN field army]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PAVN field army
Context triple: [PAVN 320th Division, commandStructure, PAVN field army]
  • A. PAVN 2nd Division
    The PAVN 2nd Division was a major infantry formation of the North Vietnamese Army that played a key role in several significant engagements during the Vietnam War.
  • B. PAVN 304th Division
    The PAVN 304th Division was a key North Vietnamese Army infantry division that played a major combat role in several pivotal battles of the Vietnam War.
  • C. PAVN 320th Division
    The PAVN 320th Division was a major North Vietnamese Army infantry formation that played a key role in several large-scale engagements during the Vietnam War.
  • D. ARVN Airborne Division
    The ARVN Airborne Division was an elite South Vietnamese paratrooper formation renowned for its rapid-reaction combat role and close cooperation with U.S. forces during the Vietnam War.
  • E. ARVN 1st Division
    The ARVN 1st Division was an elite South Vietnamese Army infantry division renowned for its key combat role in the Vietnam War, particularly in the northern I Corps region.
  • 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: PAVN field army
Triple: [PAVN 320th Division, commandStructure, PAVN field army]
Generated description
A PAVN field army was a major operational-level formation of the North Vietnamese military, overseeing multiple divisions in large-scale campaigns during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PAVN field army
Target entity description: A PAVN field army was a major operational-level formation of the North Vietnamese military, overseeing multiple divisions in large-scale campaigns during the Vietnam War.
  • A. PAVN 2nd Division
    The PAVN 2nd Division was a major infantry formation of the North Vietnamese Army that played a key role in several significant engagements during the Vietnam War.
  • B. PAVN 304th Division
    The PAVN 304th Division was a key North Vietnamese Army infantry division that played a major combat role in several pivotal battles of the Vietnam War.
  • C. PAVN 320th Division
    The PAVN 320th Division was a major North Vietnamese Army infantry formation that played a key role in several large-scale engagements during the Vietnam War.
  • D. ARVN Airborne Division
    The ARVN Airborne Division was an elite South Vietnamese paratrooper formation renowned for its rapid-reaction combat role and close cooperation with U.S. forces during the Vietnam War.
  • E. ARVN 1st Division
    The ARVN 1st Division was an elite South Vietnamese Army infantry division renowned for its key combat role in the Vietnam War, particularly in the northern I Corps region.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19642b46481909fd455acd2155792 completed April 29, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c8a21308190a1f780a58d56801e completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4d7506b88190a26968cb170690db completed May 19, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4df302b88190ae82ddc991655c27 completed May 19, 2026, 11:48 a.m.
Created at: April 17, 2026, 4:57 p.m.