Triple

T10972273
Position Surface form Disambiguated ID Type / Status
Subject Mark Bowden E259269 entity
Predicate notableWork P4 FINISHED
Object Hue 1968: A Turning Point of the American War in Vietnam
Hue 1968: A Turning Point of the American War in Vietnam is a nonfiction book that provides a detailed narrative of the Tet Offensive’s pivotal battle in Hue and its profound impact on U.S. strategy and public opinion during the Vietnam War.
E896771 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: Hue 1968: A Turning Point of the American War in Vietnam | Statement: [Mark Bowden, notableWork, Hue 1968: A Turning Point of the American War in Vietnam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hue 1968: A Turning Point of the American War in Vietnam
Context triple: [Mark Bowden, notableWork, Hue 1968: A Turning Point of the American War in Vietnam]
  • A. 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.
  • B. Vietnam: An Epic Tragedy, 1945–1975
    Vietnam: An Epic Tragedy, 1945–1975 is a comprehensive historical account by Max Hastings that examines the political, military, and human dimensions of the Vietnam War from its origins through the fall of Saigon.
  • C. 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.
  • D. 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.
  • E. ARVN: Life and Death in the South Vietnamese Army
    "ARVN: Life and Death in the South Vietnamese Army" is a historical study by Robert K. Brigham that examines the experiences, challenges, and ultimate fate of South Vietnam’s army during 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: Hue 1968: A Turning Point of the American War in Vietnam
Triple: [Mark Bowden, notableWork, Hue 1968: A Turning Point of the American War in Vietnam]
Generated description
Hue 1968: A Turning Point of the American War in Vietnam is a nonfiction book that provides a detailed narrative of the Tet Offensive’s pivotal battle in Hue and its profound impact on U.S. strategy and public opinion during the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hue 1968: A Turning Point of the American War in Vietnam
Target entity description: Hue 1968: A Turning Point of the American War in Vietnam is a nonfiction book that provides a detailed narrative of the Tet Offensive’s pivotal battle in Hue and its profound impact on U.S. strategy and public opinion during the Vietnam War.
  • A. 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.
  • B. Vietnam: An Epic Tragedy, 1945–1975
    Vietnam: An Epic Tragedy, 1945–1975 is a comprehensive historical account by Max Hastings that examines the political, military, and human dimensions of the Vietnam War from its origins through the fall of Saigon.
  • C. 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.
  • D. 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.
  • E. ARVN: Life and Death in the South Vietnamese Army
    "ARVN: Life and Death in the South Vietnamese Army" is a historical study by Robert K. Brigham that examines the experiences, challenges, and ultimate fate of South Vietnam’s army during 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7719b5edc81908c1019f81e78bd2e completed April 9, 2026, 9:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d7a0b3dc819084fbda3227caf5b5 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff211ae88190a40380cd25a61812 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e32634397481908284c04448274b25 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.