Triple
T6024154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McGeorge Bundy |
E134133
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Danger and Survival: Choices About the Bomb in the First Fifty Years
Danger and Survival: Choices About the Bomb in the First Fifty Years is a historical and analytical study of nuclear weapons policy and strategy during the first half-century of the atomic age, written by former U.S. national security adviser McGeorge Bundy.
|
E563584
|
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: Danger and Survival: Choices About the Bomb in the First Fifty Years | Statement: [McGeorge Bundy, notableWork, Danger and Survival: Choices About the Bomb in the First Fifty Years]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danger and Survival: Choices About the Bomb in the First Fifty Years Context triple: [McGeorge Bundy, notableWork, Danger and Survival: Choices About the Bomb in the First Fifty Years]
-
A.
The Philosophy of the Bomb
The Philosophy of the Bomb is a revolutionary pamphlet associated with the Hindustan Socialist Republican Army that articulates a radical, militant justification for violent resistance against British colonial rule in India.
-
B.
Change, Hope, and the Bomb
"Change, Hope, and the Bomb" is a book by David E. Lilienthal that reflects on the challenges and possibilities of the atomic age, particularly regarding nuclear energy and international control of atomic weapons.
-
C.
Apocalypse Management: Eisenhower and the Discourse of National Insecurity
Apocalypse Management: Eisenhower and the Discourse of National Insecurity is a scholarly study examining how President Dwight D. Eisenhower’s rhetoric and policies framed Cold War nuclear threats and shaped American notions of national insecurity.
-
D.
The First Nuclear Era: The Life and Times of a Technological Fixer
*The First Nuclear Era: The Life and Times of a Technological Fixer* is a memoir by nuclear physicist Alvin M. Weinberg reflecting on the development, promise, and challenges of nuclear energy in the mid-20th century.
-
E.
Nuclear Madness: Religion and the Psychology of the Nuclear Age
Nuclear Madness: Religion and the Psychology of the Nuclear Age is a scholarly work that explores how religious beliefs and psychological factors shape human attitudes toward nuclear weapons and the nuclear age.
- 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: Danger and Survival: Choices About the Bomb in the First Fifty Years Triple: [McGeorge Bundy, notableWork, Danger and Survival: Choices About the Bomb in the First Fifty Years]
Generated description
Danger and Survival: Choices About the Bomb in the First Fifty Years is a historical and analytical study of nuclear weapons policy and strategy during the first half-century of the atomic age, written by former U.S. national security adviser McGeorge Bundy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danger and Survival: Choices About the Bomb in the First Fifty Years Target entity description: Danger and Survival: Choices About the Bomb in the First Fifty Years is a historical and analytical study of nuclear weapons policy and strategy during the first half-century of the atomic age, written by former U.S. national security adviser McGeorge Bundy.
-
A.
The Philosophy of the Bomb
The Philosophy of the Bomb is a revolutionary pamphlet associated with the Hindustan Socialist Republican Army that articulates a radical, militant justification for violent resistance against British colonial rule in India.
-
B.
Change, Hope, and the Bomb
"Change, Hope, and the Bomb" is a book by David E. Lilienthal that reflects on the challenges and possibilities of the atomic age, particularly regarding nuclear energy and international control of atomic weapons.
-
C.
Apocalypse Management: Eisenhower and the Discourse of National Insecurity
Apocalypse Management: Eisenhower and the Discourse of National Insecurity is a scholarly study examining how President Dwight D. Eisenhower’s rhetoric and policies framed Cold War nuclear threats and shaped American notions of national insecurity.
-
D.
The First Nuclear Era: The Life and Times of a Technological Fixer
*The First Nuclear Era: The Life and Times of a Technological Fixer* is a memoir by nuclear physicist Alvin M. Weinberg reflecting on the development, promise, and challenges of nuclear energy in the mid-20th century.
-
E.
Nuclear Madness: Religion and the Psychology of the Nuclear Age
Nuclear Madness: Religion and the Psychology of the Nuclear Age is a scholarly work that explores how religious beliefs and psychological factors shape human attitudes toward nuclear weapons and the nuclear age.
- 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_69c008742a5c8190b9cb9c2787a3d8b3 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04fbf048081908b0da0cf838730a5 |
completed | March 22, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11371ceb88190b0c2d4218ed0327a |
completed | March 23, 2026, 10:18 a.m. |
| NEDg | Description generation | batch_69c11400ddf08190b99943ada6ff2703 |
completed | March 23, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1147e55fc81909225e1fe9e3eeec4 |
completed | March 23, 2026, 10:22 a.m. |
Created at: March 22, 2026, 4:07 p.m.