Triple

T16743014
Position Surface form Disambiguated ID Type / Status
Subject I've Been to the Mountaintop E406878 entity
Predicate follows P134 FINISHED
Object Beyond Vietnam: A Time to Break Silence
"Beyond Vietnam: A Time to Break Silence" is a 1967 speech by Martin Luther King Jr. in which he forcefully denounced the Vietnam War and linked U.S. militarism abroad to racial and economic injustice at home.
E1230302 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: Beyond Vietnam: A Time to Break Silence | Statement: [I've Been to the Mountaintop, follows, Beyond Vietnam: A Time to Break Silence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyond Vietnam: A Time to Break Silence
Context triple: [I've Been to the Mountaintop, follows, Beyond Vietnam: A Time to Break Silence]
  • A. 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.
  • 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. Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam
    "Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam" is a historical and military analysis book by H. R. McMaster that critiques the political and military leadership decisions that escalated U.S. involvement in the Vietnam War.
  • D. 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.
  • E. Why We’re in Vietnam
    "Why We’re in Vietnam" is a novella by Stephen King that follows an aging Vietnam War veteran confronting haunting memories and unresolved guilt from his combat experiences.
  • 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: Beyond Vietnam: A Time to Break Silence
Triple: [I've Been to the Mountaintop, follows, Beyond Vietnam: A Time to Break Silence]
Generated description
"Beyond Vietnam: A Time to Break Silence" is a 1967 speech by Martin Luther King Jr. in which he forcefully denounced the Vietnam War and linked U.S. militarism abroad to racial and economic injustice at home.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyond Vietnam: A Time to Break Silence
Target entity description: "Beyond Vietnam: A Time to Break Silence" is a 1967 speech by Martin Luther King Jr. in which he forcefully denounced the Vietnam War and linked U.S. militarism abroad to racial and economic injustice at home.
  • A. 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.
  • 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. Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam
    "Dereliction of Duty: Johnson, McNamara, the Joint Chiefs of Staff, and the Lies That Led to Vietnam" is a historical and military analysis book by H. R. McMaster that critiques the political and military leadership decisions that escalated U.S. involvement in the Vietnam War.
  • D. 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.
  • E. Why We’re in Vietnam
    "Why We’re in Vietnam" is a novella by Stephen King that follows an aging Vietnam War veteran confronting haunting memories and unresolved guilt from his combat experiences.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa205138819080284fd9a4341225 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d52d88081909695a08d00bd2257 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009dd925308190a82c6ef014b37333 completed May 10, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a009e9b9874819084060408cdc44d0b completed May 10, 2026, 3:04 p.m.
Created at: April 10, 2026, 5:21 a.m.