Triple

T1337635
Position Surface form Disambiguated ID Type / Status
Subject Brian VanDeMark E28789 entity
Predicate notableWork P4 FINISHED
Object Pandora’s Keepers: Nine Men and the Atomic Bomb
Pandora’s Keepers: Nine Men and the Atomic Bomb is a historical nonfiction book that examines the lives, motivations, and moral dilemmas of the key scientists behind the creation of the first atomic bomb.
E153648 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: Pandora’s Keepers: Nine Men and the Atomic Bomb | Statement: [Brian VanDeMark, notableWork, Pandora’s Keepers: Nine Men and the Atomic Bomb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pandora’s Keepers: Nine Men and the Atomic Bomb
Context triple: [Brian VanDeMark, notableWork, Pandora’s Keepers: Nine Men and the Atomic Bomb]
  • A. 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.
  • B. American Prometheus: The Triumph and Tragedy of J. Robert Oppenheimer
    "American Prometheus: The Triumph and Tragedy of J. Robert Oppenheimer" is a Pulitzer Prize–winning biography by Kai Bird and Martin J. Sherwin that chronicles the life, scientific achievements, and political downfall of the physicist who led the Manhattan Project.
  • C. How to Dismantle an Atomic Bomb
    How to Dismantle an Atomic Bomb is a 2004 rock album by Irish band U2, known for its anthemic sound and hit singles like "Vertigo" and "Sometimes You Can't Make It on Your Own."
  • D. MAUD Report
    The MAUD Report was a secret 1941 British scientific assessment that concluded an atomic bomb was feasible and helped spur the U.S. Manhattan Project.
  • E. Project Orion: The True Story of the Atomic Spaceship
    Project Orion: The True Story of the Atomic Spaceship is a non-fiction book that chronicles the history, science, and personalities behind the Cold War-era effort to design a spacecraft propelled by nuclear explosions.
  • 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: Pandora’s Keepers: Nine Men and the Atomic Bomb
Triple: [Brian VanDeMark, notableWork, Pandora’s Keepers: Nine Men and the Atomic Bomb]
Generated description
Pandora’s Keepers: Nine Men and the Atomic Bomb is a historical nonfiction book that examines the lives, motivations, and moral dilemmas of the key scientists behind the creation of the first atomic bomb.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pandora’s Keepers: Nine Men and the Atomic Bomb
Target entity description: Pandora’s Keepers: Nine Men and the Atomic Bomb is a historical nonfiction book that examines the lives, motivations, and moral dilemmas of the key scientists behind the creation of the first atomic bomb.
  • A. 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.
  • B. American Prometheus: The Triumph and Tragedy of J. Robert Oppenheimer
    "American Prometheus: The Triumph and Tragedy of J. Robert Oppenheimer" is a Pulitzer Prize–winning biography by Kai Bird and Martin J. Sherwin that chronicles the life, scientific achievements, and political downfall of the physicist who led the Manhattan Project.
  • C. How to Dismantle an Atomic Bomb
    How to Dismantle an Atomic Bomb is a 2004 rock album by Irish band U2, known for its anthemic sound and hit singles like "Vertigo" and "Sometimes You Can't Make It on Your Own."
  • D. MAUD Report
    The MAUD Report was a secret 1941 British scientific assessment that concluded an atomic bomb was feasible and helped spur the U.S. Manhattan Project.
  • E. Project Orion: The True Story of the Atomic Spaceship
    Project Orion: The True Story of the Atomic Spaceship is a non-fiction book that chronicles the history, science, and personalities behind the Cold War-era effort to design a spacecraft propelled by nuclear explosions.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1edda1c81909a1149b254b0d57e completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc62e4c788190824df2a9b81692d7 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6ae66408190bf48fe3150a08116 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc73b92248190b723cb64046799e3 completed March 8, 2026, 12:47 a.m.
Created at: March 1, 2026, 7:55 p.m.