Triple
T307836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jared Diamond |
E6340
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Upheaval: Turning Points for Nations in Crisis
Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
|
E40178
|
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: Upheaval: Turning Points for Nations in Crisis | Statement: [Jared Diamond, notableWork, Upheaval: Turning Points for Nations in Crisis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upheaval: Turning Points for Nations in Crisis Context triple: [Jared Diamond, notableWork, Upheaval: Turning Points for Nations in Crisis]
-
A.
Collapse: How Societies Choose to Fail or Succeed
Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
-
B.
The Shock Doctrine
The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
-
C.
Years of Upheaval
Years of Upheaval is the second volume of Henry Kissinger’s memoirs, focusing on his tenure as U.S. Secretary of State during the turbulent mid-1970s.
-
D.
Six Crises
Six Crises is a political memoir by Richard Nixon in which he recounts and analyzes six major challenges from his early political career.
-
E.
Field Notes from a Catastrophe
Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
- 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: Upheaval: Turning Points for Nations in Crisis Triple: [Jared Diamond, notableWork, Upheaval: Turning Points for Nations in Crisis]
Generated description
Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upheaval: Turning Points for Nations in Crisis Target entity description: Upheaval: Turning Points for Nations in Crisis is a non-fiction book by Jared Diamond that analyzes how modern nations respond to political and social crises by comparing them to personal psychological coping strategies and historical case studies.
-
A.
Collapse: How Societies Choose to Fail or Succeed
Collapse: How Societies Choose to Fail or Succeed is a 2005 non-fiction book by Jared Diamond that analyzes why past and present societies have collapsed or survived, focusing on environmental and societal factors.
-
B.
The Shock Doctrine
The Shock Doctrine is a 2007 non-fiction book by Naomi Klein that argues global free-market policies have often been imposed through crises and disasters, a process she terms “disaster capitalism.”
-
C.
Years of Upheaval
Years of Upheaval is the second volume of Henry Kissinger’s memoirs, focusing on his tenure as U.S. Secretary of State during the turbulent mid-1970s.
-
D.
Six Crises
Six Crises is a political memoir by Richard Nixon in which he recounts and analyzes six major challenges from his early political career.
-
E.
Field Notes from a Catastrophe
Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
- 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_69a2e79230508190b912ecb555aae17e |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea3289608190a36c20a47761c6e4 |
completed | Feb. 28, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3bc255b308190b3f92e81801e65eb |
completed | March 1, 2026, 4:10 a.m. |
| NEDg | Description generation | batch_69a3bcbe01108190b5552d6db99f481a |
completed | March 1, 2026, 4:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3bd195c5c8190b5580c21100215a7 |
completed | March 1, 2026, 4:14 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.