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.