Triple

T12226584
Position Surface form Disambiguated ID Type / Status
Subject Scott D. Sagan E291365 entity
Predicate notableWork P4 FINISHED
Object The Limits of Safety: Organizations, Accidents, and Nuclear Weapons
The Limits of Safety: Organizations, Accidents, and Nuclear Weapons is a seminal study in security studies and organizational theory that analyzes how complex organizational processes and human factors can lead to nuclear accidents despite extensive safety measures.
E972819 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: The Limits of Safety: Organizations, Accidents, and Nuclear Weapons | Statement: [Scott D. Sagan, notableWork, The Limits of Safety: Organizations, Accidents, and Nuclear Weapons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Limits of Safety: Organizations, Accidents, and Nuclear Weapons
Context triple: [Scott D. Sagan, notableWork, The Limits of Safety: Organizations, Accidents, and Nuclear Weapons]
  • A. Defense in the Nuclear Age
    Defense in the Nuclear Age is a seminal work of military and strategic analysis that examines how the advent of nuclear weapons transformed concepts of defense, deterrence, and international security policy.
  • B. 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.
  • C. 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.
  • D. The Doomsday Machine: Confessions of a Nuclear War Planner
    The Doomsday Machine: Confessions of a Nuclear War Planner is Daniel Ellsberg’s memoir and exposé detailing the dangers, secrecy, and systemic flaws of U.S. nuclear war planning during the Cold War.
  • E. 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.
  • 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: The Limits of Safety: Organizations, Accidents, and Nuclear Weapons
Triple: [Scott D. Sagan, notableWork, The Limits of Safety: Organizations, Accidents, and Nuclear Weapons]
Generated description
The Limits of Safety: Organizations, Accidents, and Nuclear Weapons is a seminal study in security studies and organizational theory that analyzes how complex organizational processes and human factors can lead to nuclear accidents despite extensive safety measures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Limits of Safety: Organizations, Accidents, and Nuclear Weapons
Target entity description: The Limits of Safety: Organizations, Accidents, and Nuclear Weapons is a seminal study in security studies and organizational theory that analyzes how complex organizational processes and human factors can lead to nuclear accidents despite extensive safety measures.
  • A. Defense in the Nuclear Age
    Defense in the Nuclear Age is a seminal work of military and strategic analysis that examines how the advent of nuclear weapons transformed concepts of defense, deterrence, and international security policy.
  • B. 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.
  • C. 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.
  • D. The Doomsday Machine: Confessions of a Nuclear War Planner
    The Doomsday Machine: Confessions of a Nuclear War Planner is Daniel Ellsberg’s memoir and exposé detailing the dangers, secrecy, and systemic flaws of U.S. nuclear war planning during the Cold War.
  • E. 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.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca2101c8190955c36704935036a completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aa9023881909f8373e02d2cad4b completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:51 p.m.