Triple

T5086
Position Surface form Disambiguated ID Type / Status
Subject Robert McNamara E99 entity
Predicate notableWork P4 FINISHED
Object 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.
E1134 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: Argument Without End: In Search of Answers to the Vietnam Tragedy | Statement: [Robert McNamara, notableWork, Argument Without End: In Search of Answers to the Vietnam Tragedy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Argument Without End: In Search of Answers to the Vietnam Tragedy
Context triple: [Robert McNamara, notableWork, Argument Without End: In Search of Answers to the Vietnam Tragedy]
  • A. 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.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century
    "Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century" is a non-fiction book co-authored by former U.S. Defense Secretary Robert McNamara that reflects on lessons from 20th-century warfare to propose strategies for preventing large-scale conflict and mass violence in the modern world.
  • D. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • E. All Hail to Massachusetts
    "All Hail to Massachusetts" is the official state song that celebrates the history, pride, and heritage of the Commonwealth of Massachusetts.
  • 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: Argument Without End: In Search of Answers to the Vietnam Tragedy
Triple: [Robert McNamara, notableWork, Argument Without End: In Search of Answers to the Vietnam Tragedy]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Argument Without End: In Search of Answers to the Vietnam Tragedy
Target entity description: "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.
  • A. 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.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century
    "Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century" is a non-fiction book co-authored by former U.S. Defense Secretary Robert McNamara that reflects on lessons from 20th-century warfare to propose strategies for preventing large-scale conflict and mass violence in the modern world.
  • D. Mens et Manus
    Mens et Manus is the Latin motto of the Massachusetts Institute of Technology, expressing the union of mind and hand in the pursuit of knowledge and practical application.
  • E. All Hail to Massachusetts
    "All Hail to Massachusetts" is the official state song that celebrates the history, pride, and heritage of the Commonwealth of Massachusetts.
  • 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_69a238d6b47881909e68288aed2fd858 completed Feb. 28, 2026, 12:37 a.m.
NER Named-entity recognition batch_69a2399d5cf88190998f9b95c817a60f completed Feb. 28, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69a243c6f10c81908305b9e03c79a6ae completed Feb. 28, 2026, 1:24 a.m.
NEDg Description generation batch_69a2463b1a8881908e900ed76ae81a4d completed Feb. 28, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69a246aa8d6481908a9cc6d66a0c0296 completed Feb. 28, 2026, 1:36 a.m.
Created at: Feb. 28, 2026, 12:40 a.m.