Triple
T11935848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Change, Hope, and the Bomb |
E284040
|
entity |
| Predicate | hasTitle |
P38
|
FINISHED |
| Object | Change, Hope, and the Bomb |
E284040
|
NE FINISHED |
How this triple was built (2 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: Change, Hope, and the Bomb | Statement: [Change, Hope, and the Bomb, hasTitle, Change, Hope, and the Bomb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Change, Hope, and the Bomb Context triple: [Change, Hope, and the Bomb, hasTitle, Change, Hope, and the Bomb]
-
A.
Change, Hope, and the Bomb
chosen
"Change, Hope, and the Bomb" is a book by David E. Lilienthal that reflects on the challenges and possibilities of the atomic age, particularly regarding nuclear energy and international control of atomic weapons.
-
B.
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.
-
C.
Danger and Survival: Choices About the Bomb in the First Fifty Years
Danger and Survival: Choices About the Bomb in the First Fifty Years is a historical and analytical study of nuclear weapons policy and strategy during the first half-century of the atomic age, written by former U.S. national security adviser McGeorge Bundy.
-
D.
Defense in the Nuclear Age
Defense in the Nuclear Age is a seminal work of military and strategic analysis that examines how the advent of nuclear weapons transformed concepts of defense, deterrence, and international security policy.
-
E.
A Safer World and a More Hopeful America
"A Safer World and a More Hopeful America" was the central re-election slogan used by George W. Bush in his 2004 U.S. presidential campaign, emphasizing national security and optimism about the country’s future.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab2ce9c48190b5d39511b524f666 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90306fcf48190a963d2d1932288d1 |
completed | April 10, 2026, 2:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4408d497c8190b051225140125e1f |
completed | May 1, 2026, 5:56 a.m. |
Created at: April 8, 2026, 9:45 p.m.