Triple

T16567487
Position Surface form Disambiguated ID Type / Status
Subject Military Assistance Command, Vietnam E402499 entity
Predicate notableCommander P1197 FINISHED
Object 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.
 E1221444 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 Paul D. Harkins | Statement: [Military Assistance Command, Vietnam, notableCommander, General Paul D. Harkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: General Paul D. Harkins
Context triple: [Military Assistance Command, Vietnam, notableCommander, General Paul D. Harkins]
  • 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. Vessey Jr.
    General John W. Vessey Jr. was a United States Army officer who served as Chairman of the Joint Chiefs of Staff and played a key leadership role in U.S. military operations during the early 1980s.
  • C. General Frank R. McCoy
    General Frank R. McCoy was a senior U.S. Army officer and diplomat who served in various military and advisory roles, including participation in high-level investigative and policy commissions before and during World War II.
  • D. General John P. Jumper
    General John P. Jumper is a retired United States Air Force four-star general who served as Chief of Staff of the Air Force and held several key operational and command positions during his military career.
  • E. 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.
  • 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 Paul D. Harkins
Triple: [Military Assistance Command, Vietnam, notableCommander, General Paul D. Harkins]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: General Paul D. Harkins
Target entity description: 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.
  • 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. Vessey Jr.
    General John W. Vessey Jr. was a United States Army officer who served as Chairman of the Joint Chiefs of Staff and played a key leadership role in U.S. military operations during the early 1980s.
  • C. General Frank R. McCoy
    General Frank R. McCoy was a senior U.S. Army officer and diplomat who served in various military and advisory roles, including participation in high-level investigative and policy commissions before and during World War II.
  • D. General John P. Jumper
    General John P. Jumper is a retired United States Air Force four-star general who served as Chief of Staff of the Air Force and held several key operational and command positions during his military career.
  • E. 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.
  • 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_6a006ee3dcbc819087ea66b262585232 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006ff5bdb88190be90d7446e24b61f completed May 10, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a007088fd988190b3dfef081769d03e completed May 10, 2026, 11:48 a.m.
Created at: April 10, 2026, 5:16 a.m.