Triple

T17758541
Position Surface form Disambiguated ID Type / Status
Subject Herbert F. York E443306 entity
Predicate notableWork P4 FINISHED
Object Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva
Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva is Herbert F. York’s memoir chronicling his dual role in the development of nuclear weapons and subsequent efforts in arms control and peace negotiations.
E1287308 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: Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva | Statement: [Herbert F. York, notableWork, Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva
Context triple: [Herbert F. York, notableWork, Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva]
  • A. Peace and War: Reminiscences of a Life on the Frontiers of Science
    Peace and War: Reminiscences of a Life on the Frontiers of Science is a memoir by physicist Robert Serber recounting his experiences and contributions to 20th-century physics, including his work on the Manhattan Project and other major scientific developments.
  • B. The Making of the Atomic Bomb
    The Making of the Atomic Bomb is Richard Rhodes’s Pulitzer Prize–winning historical account that traces the scientific, political, and human story behind the development of nuclear weapons during World War II.
  • C. My Journey at the Nuclear Brink
    "My Journey at the Nuclear Brink" is a memoir by former U.S. Secretary of Defense William J. Perry recounting his experiences with nuclear weapons policy and warning about the ongoing dangers of nuclear war.
  • D. Now It Can Be Told: The Story of the Manhattan Project
    "Now It Can Be Told: The Story of the Manhattan Project" is a firsthand historical account of the development of the atomic bomb during World War II, written by the U.S. Army general who directed the project.
  • E. 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.
  • 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: Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva
Triple: [Herbert F. York, notableWork, Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva]
Generated description
Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva is Herbert F. York’s memoir chronicling his dual role in the development of nuclear weapons and subsequent efforts in arms control and peace negotiations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva
Target entity description: Making Weapons, Talking Peace: A Physicist’s Odyssey from Hiroshima to Geneva is Herbert F. York’s memoir chronicling his dual role in the development of nuclear weapons and subsequent efforts in arms control and peace negotiations.
  • A. Peace and War: Reminiscences of a Life on the Frontiers of Science
    Peace and War: Reminiscences of a Life on the Frontiers of Science is a memoir by physicist Robert Serber recounting his experiences and contributions to 20th-century physics, including his work on the Manhattan Project and other major scientific developments.
  • B. The Making of the Atomic Bomb
    The Making of the Atomic Bomb is Richard Rhodes’s Pulitzer Prize–winning historical account that traces the scientific, political, and human story behind the development of nuclear weapons during World War II.
  • C. My Journey at the Nuclear Brink
    "My Journey at the Nuclear Brink" is a memoir by former U.S. Secretary of Defense William J. Perry recounting his experiences with nuclear weapons policy and warning about the ongoing dangers of nuclear war.
  • D. Now It Can Be Told: The Story of the Manhattan Project
    "Now It Can Be Told: The Story of the Manhattan Project" is a firsthand historical account of the development of the atomic bomb during World War II, written by the U.S. Army general who directed the project.
  • E. 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.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48420ad188190aeb0f4ec1d23ee5c completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02efb8d5288190802b6329fd13d5a9 completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f113a41c8190b17611eaa50516ca completed May 12, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_6a02f1e980f4819087eb191e13396581 completed May 12, 2026, 9:24 a.m.
Created at: April 10, 2026, 10:10 a.m.