Triple

T6105144
Position Surface form Disambiguated ID Type / Status
Subject William Bundy E136098 entity
Predicate notableWork P4 FINISHED
Object 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.
E568470 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: Crafting the U.S. strategy during the Vietnam War era | Statement: [William Bundy, notableWork, Crafting the U.S. strategy during the Vietnam War era]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Crafting the U.S. strategy during the Vietnam War era
Context triple: [William Bundy, notableWork, Crafting the U.S. strategy during the Vietnam War era]
  • A. Guerrilla Diplomacy: The NLF’s Foreign Relations and the Vietnam War
    Guerrilla Diplomacy: The NLF’s Foreign Relations and the Vietnam War is a historical study examining how the National Liberation Front of South Vietnam conducted international diplomacy and leveraged foreign support during the Vietnam War.
  • 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. Iraq, Vietnam, and the Limits of American Power
    "Iraq, Vietnam, and the Limits of American Power" is a historical and political analysis by Robert K. Brigham that compares the U.S. interventions in Iraq and Vietnam to examine the constraints on American military and foreign policy.
  • D. United States – Vietnam Relations, 1945–1967: A Study Prepared by the Department of Defense
    The Pentagon Papers is a top-secret U.S. Department of Defense study that revealed previously undisclosed details about American political and military involvement in Vietnam from 1945 to 1967, whose 1971 leak sparked a major freedom-of-the-press and government-transparency controversy.
  • E. Into the Quagmire: Lyndon Johnson and the Escalation of the Vietnam War
    "Into the Quagmire: Lyndon Johnson and the Escalation of the Vietnam War" is a historical study that analyzes how President Lyndon B. Johnson’s decisions and political context led to the deepening U.S. involvement in the Vietnam conflict.
  • 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: Crafting the U.S. strategy during the Vietnam War era
Triple: [William Bundy, notableWork, Crafting the U.S. strategy during the Vietnam War era]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Crafting the U.S. strategy during the Vietnam War era
Target entity description: "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.
  • A. Guerrilla Diplomacy: The NLF’s Foreign Relations and the Vietnam War
    Guerrilla Diplomacy: The NLF’s Foreign Relations and the Vietnam War is a historical study examining how the National Liberation Front of South Vietnam conducted international diplomacy and leveraged foreign support during the Vietnam War.
  • 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. Iraq, Vietnam, and the Limits of American Power
    "Iraq, Vietnam, and the Limits of American Power" is a historical and political analysis by Robert K. Brigham that compares the U.S. interventions in Iraq and Vietnam to examine the constraints on American military and foreign policy.
  • D. United States – Vietnam Relations, 1945–1967: A Study Prepared by the Department of Defense
    The Pentagon Papers is a top-secret U.S. Department of Defense study that revealed previously undisclosed details about American political and military involvement in Vietnam from 1945 to 1967, whose 1971 leak sparked a major freedom-of-the-press and government-transparency controversy.
  • E. Into the Quagmire: Lyndon Johnson and the Escalation of the Vietnam War
    "Into the Quagmire: Lyndon Johnson and the Escalation of the Vietnam War" is a historical study that analyzes how President Lyndon B. Johnson’s decisions and political context led to the deepening U.S. involvement in the Vietnam conflict.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b7ee8b48190b87f5ec8a46d6e2d completed March 22, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1255759f48190a6aadf33406dcb49 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c1275910108190a0a5f458a468c292 completed March 23, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_69c127b831d081909436a62e002d1fa5 completed March 23, 2026, 11:44 a.m.
Created at: March 22, 2026, 4:13 p.m.