Triple

T6431792
Position Surface form Disambiguated ID Type / Status
Subject Vietnamization E129794 entity
Predicate replacedPolicy P3140 FINISHED
Object Americanization of the Vietnam War
The Americanization of the Vietnam War refers to the period when the United States massively escalated its direct military involvement in Vietnam, relying heavily on U.S. combat troops and resources to fight the conflict.
E592138 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: Americanization of the Vietnam War | Statement: [Vietnamization, replacedPolicy, Americanization of the Vietnam War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Americanization of the Vietnam War
Context triple: [Vietnamization, replacedPolicy, Americanization of the Vietnam War]
  • A. Crafting the U.S. strategy during the Vietnam War era
    "Crafting the U.S. strategy during the Vietnam War era" is a historical analysis that examines how American policymakers formulated and debated the military and political approach to the Vietnam conflict.
  • B. In Retrospect: The Tragedy and Lessons of Vietnam
    *In Retrospect: The Tragedy and Lessons of Vietnam* is a memoir by former U.S. Secretary of Defense Robert McNamara in which he reflects on and critiques American decision-making during the Vietnam War, acknowledging major errors and drawing lessons for future policy.
  • C. How We Lost the Vietnam War
    "How We Lost the Vietnam War" is a memoir by former South Vietnamese prime minister and air force general Nguyễn Cao Kỳ, offering his personal account and perspective on the political and military failures that led to South Vietnam’s defeat.
  • D. Road to Disaster: A New History of America’s Descent into Vietnam
    Road to Disaster: A New History of America’s Descent into Vietnam is a historical study that reexamines how U.S. political and military leaders’ decisions and misjudgments led to the escalation and quagmire of the Vietnam War.
  • E. Argument Without End: In Search of Answers to the Vietnam Tragedy
    "Argument Without End: In Search of Answers to the Vietnam Tragedy" is a historical and analytical book in which former U.S. Defense Secretary Robert McNamara and others reassess the decisions and misunderstandings that led to and prolonged the Vietnam War.
  • 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: Americanization of the Vietnam War
Triple: [Vietnamization, replacedPolicy, Americanization of the Vietnam War]
Generated description
The Americanization of the Vietnam War refers to the period when the United States massively escalated its direct military involvement in Vietnam, relying heavily on U.S. combat troops and resources to fight the conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Americanization of the Vietnam War
Target entity description: The Americanization of the Vietnam War refers to the period when the United States massively escalated its direct military involvement in Vietnam, relying heavily on U.S. combat troops and resources to fight the conflict.
  • A. Crafting the U.S. strategy during the Vietnam War era
    "Crafting the U.S. strategy during the Vietnam War era" is a historical analysis that examines how American policymakers formulated and debated the military and political approach to the Vietnam conflict.
  • B. In Retrospect: The Tragedy and Lessons of Vietnam
    *In Retrospect: The Tragedy and Lessons of Vietnam* is a memoir by former U.S. Secretary of Defense Robert McNamara in which he reflects on and critiques American decision-making during the Vietnam War, acknowledging major errors and drawing lessons for future policy.
  • C. How We Lost the Vietnam War
    "How We Lost the Vietnam War" is a memoir by former South Vietnamese prime minister and air force general Nguyễn Cao Kỳ, offering his personal account and perspective on the political and military failures that led to South Vietnam’s defeat.
  • D. Road to Disaster: A New History of America’s Descent into Vietnam
    Road to Disaster: A New History of America’s Descent into Vietnam is a historical study that reexamines how U.S. political and military leaders’ decisions and misjudgments led to the escalation and quagmire of the Vietnam War.
  • E. Argument Without End: In Search of Answers to the Vietnam Tragedy
    "Argument Without End: In Search of Answers to the Vietnam Tragedy" is a historical and analytical book in which former U.S. Defense Secretary Robert McNamara and others reassess the decisions and misunderstandings that led to and prolonged the Vietnam War.
  • 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0693cadf08190aca84888a3440b3d completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640ec681881909c75a55b33c09eb6 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c642c9e6448190af2a651253704e84 completed March 27, 2026, 8:41 a.m.
NED2 Entity disambiguation (via description) batch_69c643628a8881908084a417b1303d26 completed March 27, 2026, 8:44 a.m.
Created at: March 22, 2026, 4:44 p.m.