Triple

T17758543
Position Surface form Disambiguated ID Type / Status
Subject Herbert F. York E443306 entity
Predicate notableWork P4 FINISHED
Object Arms and the Physicist
"Arms and the Physicist" is a book by physicist and arms-control expert Herbert F. York that examines the role of scientists in the development and regulation of nuclear weapons and military technology.
E1287310 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: Arms and the Physicist | Statement: [Herbert F. York, notableWork, Arms and the Physicist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arms and the Physicist
Context triple: [Herbert F. York, notableWork, Arms and the Physicist]
  • A. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • B. The Perfect Weapon
    The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
  • C. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • D. The Spearhead
    The Spearhead is a war-torn battlefield zone in Maldraxxus in World of Warcraft: Shadowlands, known for its relentless combat and necromantic forces.
  • E. the Doctor of War
    The Doctor of War is a previously unseen incarnation of the Doctor from the British sci-fi series Doctor Who, portrayed by John Hurt as a battle-hardened version who fought in the Last Great Time War.
  • 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: Arms and the Physicist
Triple: [Herbert F. York, notableWork, Arms and the Physicist]
Generated description
"Arms and the Physicist" is a book by physicist and arms-control expert Herbert F. York that examines the role of scientists in the development and regulation of nuclear weapons and military technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arms and the Physicist
Target entity description: "Arms and the Physicist" is a book by physicist and arms-control expert Herbert F. York that examines the role of scientists in the development and regulation of nuclear weapons and military technology.
  • A. A Choice of Weapons
    "A Choice of Weapons" is Gordon Parks’s influential autobiographical work in which he reflects on his life, art, and use of the camera as a tool for social change.
  • B. The Perfect Weapon
    The Perfect Weapon is a 1991 American martial arts action film starring Jeff Speakman, known for showcasing Kenpo karate in a modern urban revenge story.
  • C. The Spearhead
    The Spearhead is the nickname of the U.S. 5th Marine Division, a World War II Marine Corps unit renowned for its pivotal role in the Battle of Iwo Jima.
  • D. The Spearhead
    The Spearhead is a war-torn battlefield zone in Maldraxxus in World of Warcraft: Shadowlands, known for its relentless combat and necromantic forces.
  • E. the Doctor of War
    The Doctor of War is a previously unseen incarnation of the Doctor from the British sci-fi series Doctor Who, portrayed by John Hurt as a battle-hardened version who fought in the Last Great Time War.
  • 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.