Triple

T145471
Position Surface form Disambiguated ID Type / Status
Subject Freeman Dyson E2943 entity
Predicate notableWork P4 FINISHED
Object Weapons and Hope (book)
Weapons and Hope is a non-fiction book by physicist Freeman Dyson that examines the moral, political, and technical dimensions of nuclear weapons and the prospects for arms control and peace.
E17023 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: Weapons and Hope (book) | Statement: [Freeman Dyson, notableWork, Weapons and Hope (book)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weapons and Hope (book)
Context triple: [Freeman Dyson, notableWork, Weapons and Hope (book)]
  • A. Sinews of Peace
    Sinews of Peace is the 1946 speech by Winston Churchill, delivered in Fulton, Missouri, that famously introduced the term "Iron Curtain" to describe the division of postwar Europe.
  • B. The Path to Freedom
    "The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
  • C. The Light We Carry
    The Light We Carry is a 2022 nonfiction book by Michelle Obama that offers personal reflections and practical wisdom on resilience, hope, and navigating uncertainty.
  • D. Inter arma caritas
    Inter arma caritas is the Latin motto of the International Committee of the Red Cross, expressing the principle of showing compassion and humanitarian aid even in times of war.
  • E. The Arts of War
    The Arts of War is a pair of monumental equestrian bronze sculptures by Leo Friedlander that symbolize martial valor and sacrifice, installed at the Washington, D.C. entrance to Arlington Memorial Bridge.
  • 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: Weapons and Hope (book)
Triple: [Freeman Dyson, notableWork, Weapons and Hope (book)]
Generated description
Weapons and Hope is a non-fiction book by physicist Freeman Dyson that examines the moral, political, and technical dimensions of nuclear weapons and the prospects for arms control and peace.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weapons and Hope (book)
Target entity description: Weapons and Hope is a non-fiction book by physicist Freeman Dyson that examines the moral, political, and technical dimensions of nuclear weapons and the prospects for arms control and peace.
  • A. Sinews of Peace
    Sinews of Peace is the 1946 speech by Winston Churchill, delivered in Fulton, Missouri, that famously introduced the term "Iron Curtain" to describe the division of postwar Europe.
  • B. The Path to Freedom
    "The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
  • C. The Light We Carry
    The Light We Carry is a 2022 nonfiction book by Michelle Obama that offers personal reflections and practical wisdom on resilience, hope, and navigating uncertainty.
  • D. Inter arma caritas
    Inter arma caritas is the Latin motto of the International Committee of the Red Cross, expressing the principle of showing compassion and humanitarian aid even in times of war.
  • E. The Arts of War
    The Arts of War is a pair of monumental equestrian bronze sculptures by Leo Friedlander that symbolize martial valor and sacrifice, installed at the Washington, D.C. entrance to Arlington Memorial Bridge.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257ea7eac8190884a53453a9e0dd6 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2bf69fd2081908df35ea5ade4307c completed Feb. 28, 2026, 10:11 a.m.
NEDg Description generation batch_69a2bfb9ad848190ae1412d0e180f48f completed Feb. 28, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69a2c09721a88190a6268360c34a0b01 completed Feb. 28, 2026, 10:16 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.