Triple

T2511557
Position Surface form Disambiguated ID Type / Status
Subject Jared Diamond E52710 entity
Predicate notableWork P4 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: [Jared Diamond, notableWork, 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: [Jared Diamond, notableWork, 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1eeaaac8190a6652861dd42e6b9 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fac64a881909ed527a7c50ba720 completed March 9, 2026, 7:29 p.m.
Created at: March 6, 2026, 9:46 p.m.