Triple

T5960499
Position Surface form Disambiguated ID Type / Status
Subject Battle of Xuan Loc E132623 entity
Predicate PAVNUnitInvolved P1063 FINISHED
Object 4th Army Corps
The 4th Army Corps is a major field formation of the People's Army of Vietnam that played a key role in the final campaigns of the Vietnam War.
E560672 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: 4th Army Corps | Statement: [Battle of Xuan Loc, PAVNUnitInvolved, 4th Army Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 4th Army Corps
Context triple: [Battle of Xuan Loc, PAVNUnitInvolved, 4th Army Corps]
  • A. Fifth Army Corps
    The Fifth Army Corps was a major U.S. Army field formation that led the primary American ground campaign in Cuba during the Spanish–American War, including the battles around Santiago.
  • B. XIV Corps
    XIV Corps is a field formation of the Indian Army responsible for high-altitude operations in the strategically critical Ladakh region.
  • C. XXIV Corps
    XXIV Corps was a U.S. Army corps-level formation that saw major combat in the Pacific Theater during World War II, including the Battle of Okinawa.
  • D. Eleventh Corps
    Eleventh Corps was a Union Army corps in the American Civil War, noted for its controversial performance at battles such as Chancellorsville and Gettysburg.
  • E. XVI Corps
    XVI Corps was a field corps of the Ottoman Army that served on multiple fronts during World War I, including the Gallipoli and Caucasus campaigns.
  • 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: 4th Army Corps
Triple: [Battle of Xuan Loc, PAVNUnitInvolved, 4th Army Corps]
Generated description
The 4th Army Corps is a major field formation of the People's Army of Vietnam that played a key role in the final campaigns of the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 4th Army Corps
Target entity description: The 4th Army Corps is a major field formation of the People's Army of Vietnam that played a key role in the final campaigns of the Vietnam War.
  • A. Fifth Army Corps
    The Fifth Army Corps was a major U.S. Army field formation that led the primary American ground campaign in Cuba during the Spanish–American War, including the battles around Santiago.
  • B. XIV Corps
    XIV Corps is a field formation of the Indian Army responsible for high-altitude operations in the strategically critical Ladakh region.
  • C. XXIV Corps
    XXIV Corps was a U.S. Army corps-level formation that saw major combat in the Pacific Theater during World War II, including the Battle of Okinawa.
  • D. Eleventh Corps
    Eleventh Corps was a Union Army corps in the American Civil War, noted for its controversial performance at battles such as Chancellorsville and Gettysburg.
  • E. XVI Corps
    XVI Corps is a major field formation of the Indian Army responsible for military operations in parts of the northern region of India.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: PAVNUnitInvolved
Context triple: [Battle of Xuan Loc, PAVNUnitInvolved, 4th Army Corps]
  • A. 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.
  • B. UNBodyInvolved
    Indicates that a United Nations body is involved in, participates in, or is formally connected to the referenced event, process, or situation.
  • C. specialForcesInvolved
    Indicates that special forces units participate in or are involved in the referenced action, event, or operation.
  • D. wasWoundedIn
    Indicates that an entity sustained an injury as a result of a specified event, situation, or conflict.
  • E. armedConflictTheatre
    Indicates a geographic area or location where an armed conflict takes place or is actively occurring.
  • 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_69c1083361e08190aaba9e99a856e015 completed March 23, 2026, 9:30 a.m.
NEDg Description generation batch_69c10987f5588190ac9305b84d8916a7 completed March 23, 2026, 9:36 a.m.
NED2 Entity disambiguation (via description) batch_69c10afbee8081909cf516ae7cda7ccf completed March 23, 2026, 9:42 a.m.
PD Predicate disambiguation batch_69c0335a635881909c58c1ef0f97f1e8 completed March 22, 2026, 6:22 p.m.
Created at: March 22, 2026, 4:02 p.m.