Triple

T5960497
Position Surface form Disambiguated ID Type / Status
Subject Battle of Xuan Loc E132623 entity
Predicate ARVNUnitInvolved P1063 FINISHED
Object 18th Division
The 18th Division was a unit of the Army of the Republic of Vietnam (ARVN) noted for its determined resistance against North Vietnamese forces during the final stages of the Vietnam War.
E558133 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: 18th Division | Statement: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 18th Division
Context triple: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
  • A. 15th Division
    The 15th Division was a British Army infantry division that served prominently on the Western Front during World War I.
  • B. 115th Division
    The 115th Division was a key Chinese Communist military unit of the Eighth Route Army that gained prominence for its guerrilla warfare and major engagements against Japanese forces during the Second Sino-Japanese War.
  • C. 29th Division
    The 29th Division was a British Army infantry division of the First World War, noted for its heavy involvement in major campaigns such as Gallipoli and the Western Front.
  • D. XIX Division
    The XIX Division was a notable infantry formation of the Ottoman Army that saw significant action during World War I, particularly in the Gallipoli campaign.
  • E. 77th Division
    The 77th Division was a U.S. Army infantry division formed during World War I, known as the "Statue of Liberty Division" and composed largely of draftees from the New York City area.
  • 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: 18th Division
Triple: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
Generated description
The 18th Division was a unit of the Army of the Republic of Vietnam (ARVN) noted for its determined resistance against North Vietnamese forces during the final stages of the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 18th Division
Target entity description: The 18th Division was a unit of the Army of the Republic of Vietnam (ARVN) noted for its determined resistance against North Vietnamese forces during the final stages of the Vietnam War.
  • A. 15th Division
    The 15th Division was a British Army infantry division that served prominently on the Western Front during World War I.
  • B. 115th Division
    The 115th Division was a key Chinese Communist military unit of the Eighth Route Army that gained prominence for its guerrilla warfare and major engagements against Japanese forces during the Second Sino-Japanese War.
  • C. 29th Division
    The 29th Division was a British Army infantry division of the First World War, noted for its heavy involvement in major campaigns such as Gallipoli and the Western Front.
  • D. XIX Division
    The XIX Division was a notable infantry formation of the Ottoman Army that saw significant action during World War I, particularly in the Gallipoli campaign.
  • E. 77th Division
    The 77th Division was a U.S. Army infantry division formed during World War I, known as the "Statue of Liberty Division" and composed largely of draftees from the New York City area.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ARVNUnitInvolved
Context triple: [Battle of Xuan Loc, ARVNUnitInvolved, 18th Division]
  • A. armedConflictTheatre
    Indicates a geographic area or location where an armed conflict takes place or is actively occurring.
  • B. involvedUnit chosen
    Indicates that a particular unit (such as a group, organization, or division) participates in, is associated with, or plays a role in the referenced event or activity.
  • C. estimatedNorthVietnameseCasualties
    Indicates the reported or calculated number of casualties attributed to North Vietnamese forces in a given context or event.
  • D. specialForcesInvolved
    Indicates that special forces units participate in or are involved in the referenced action, event, or operation.
  • E. numberOfTroopsInvolved
    Indicates the quantity of military personnel participating in or assigned to a specific operation, event, or engagement.
  • F. None of above.

Provenance (6 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03fb7f8a88190a8bd45208bda4a03 completed March 22, 2026, 7:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3e8f234819099336503a797e55b completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0ebb1dcb88190a101d3c88c647b41 completed March 23, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69c0ec4d1da081909cc6320078db4e53 completed March 23, 2026, 7:31 a.m.
PD Predicate disambiguation batch_69c0335a635881909c58c1ef0f97f1e8 completed March 22, 2026, 6:22 p.m.
Created at: March 22, 2026, 4:02 p.m.