Triple

T1923654
Position Surface form Disambiguated ID Type / Status
Subject Upheaval: Turning Points for Nations in Crisis E40178 entity
Predicate relatedWork P37 FINISHED
Object Collapse: How Societies Choose to Fail or Succeed E39592 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: Collapse: How Societies Choose to Fail or Succeed | Statement: [Upheaval: Turning Points for Nations in Crisis, relatedWork, Collapse: How Societies Choose to Fail or Succeed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Collapse: How Societies Choose to Fail or Succeed
Context triple: [Upheaval: Turning Points for Nations in Crisis, relatedWork, Collapse: How Societies Choose to Fail or Succeed]
  • A. Collapse: How Societies Choose to Fail or Succeed chosen
    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. Why Nations Fail: The Origins of Power, Prosperity, and Poverty
    Why Nations Fail: The Origins of Power, Prosperity, and Poverty is a widely influential book in political economy that argues inclusive political and economic institutions are the key drivers of long-term national prosperity and development.
  • C. 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.
  • D. The Collapse of Globalism and the Reinvention of the World
    The Collapse of Globalism and the Reinvention of the World is a non-fiction book by Canadian philosopher John Ralston Saul that critiques economic globalization and explores emerging alternatives for organizing political and social life.
  • 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.
  • 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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2359ca0819082b514a34c469b21 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3e6678881908d72de7e0f19a648 completed March 8, 2026, 10:10 p.m.
Created at: March 4, 2026, 7:35 p.m.