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.