Triple

T16567489
Position Surface form Disambiguated ID Type / Status
Subject Military Assistance Command, Vietnam E402499 entity
Predicate notableCommander P1197 FINISHED
Object General Frederick C. Weyand
General Frederick C. Weyand was a senior U.S. Army officer who served as the last commander of U.S. military operations in Vietnam and later became Army Chief of Staff.
E1222789 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: General Frederick C. Weyand | Statement: [Military Assistance Command, Vietnam, notableCommander, General Frederick C. Weyand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Frederick C. Weyand
Context triple: [Military Assistance Command, Vietnam, notableCommander, General Frederick C. Weyand]
  • A. General John K. Gerhart
    General John K. Gerhart was a senior United States Air Force officer who held key Cold War-era command positions, including leadership roles in continental air defense.
  • B. General John W. Raymond
    General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
  • C. General John F. Campbell
    General John F. Campbell is a retired United States Army four-star general who served as the commander of U.S. and NATO forces in Afghanistan and previously held several key leadership roles in the U.S. military.
  • D. General Paul D. Harkins
    General Paul D. Harkins was a United States Army officer who served as the first commander of U.S. military forces in Vietnam during the early years of the Vietnam War.
  • E. Major Harold C. Geiger
    Major Harold C. Geiger was a U.S. Army aviation pioneer and early military aviator whose contributions to flight led to an airport being named in his honor.
  • 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: General Frederick C. Weyand
Triple: [Military Assistance Command, Vietnam, notableCommander, General Frederick C. Weyand]
Generated description
General Frederick C. Weyand was a senior U.S. Army officer who served as the last commander of U.S. military operations in Vietnam and later became Army Chief of Staff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Frederick C. Weyand
Target entity description: General Frederick C. Weyand was a senior U.S. Army officer who served as the last commander of U.S. military operations in Vietnam and later became Army Chief of Staff.
  • A. General John K. Gerhart
    General John K. Gerhart was a senior United States Air Force officer who held key Cold War-era command positions, including leadership roles in continental air defense.
  • B. General John W. Raymond
    General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
  • C. General John F. Campbell
    General John F. Campbell is a retired United States Army four-star general who served as the commander of U.S. and NATO forces in Afghanistan and previously held several key leadership roles in the U.S. military.
  • D. General Paul D. Harkins
    General Paul D. Harkins was a United States Army officer who served as the first commander of U.S. military forces in Vietnam during the early years of the Vietnam War.
  • E. Major Harold C. Geiger
    Major Harold C. Geiger was a U.S. Army aviation pioneer and early military aviator whose contributions to flight led to an airport being named in his honor.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35772f6608190a125c7d3c199c3e2 completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00759424348190889dacbbc7435238 completed May 10, 2026, 12:09 p.m.
NEDg Description generation batch_6a00783334a08190ae76fd7e114a9dd6 completed May 10, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0078562e788190b80a4ee27788ff69 completed May 10, 2026, 12:21 p.m.
Created at: April 10, 2026, 5:16 a.m.