Triple

T4612651
Position Surface form Disambiguated ID Type / Status
Subject Edward Luce E100794 entity
Predicate notableWork P4 FINISHED
Object Time to Start Thinking: America in the Age of Descent
"Time to Start Thinking: America in the Age of Descent" is a non-fiction book by journalist Edward Luce that analyzes the political, economic, and social challenges contributing to the perceived decline of the United States.
E455675 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: Time to Start Thinking: America in the Age of Descent | Statement: [Edward Luce, notableWork, Time to Start Thinking: America in the Age of Descent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Time to Start Thinking: America in the Age of Descent
Context triple: [Edward Luce, notableWork, Time to Start Thinking: America in the Age of Descent]
  • A. America at Century’s End
    "America at Century’s End" is a work by James R. Schlesinger that analyzes the United States’ strategic, political, and economic challenges as it approached the close of the twentieth century.
  • B. 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.
  • C. 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.
  • D. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • E. In the Shadows of the American Century: The Rise and Decline of U.S. Global Power
    *In the Shadows of the American Century: The Rise and Decline of U.S. Global Power* is a historical and geopolitical study that examines how the United States built its global dominance and why that power is now in relative decline.
  • 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: Time to Start Thinking: America in the Age of Descent
Triple: [Edward Luce, notableWork, Time to Start Thinking: America in the Age of Descent]
Generated description
"Time to Start Thinking: America in the Age of Descent" is a non-fiction book by journalist Edward Luce that analyzes the political, economic, and social challenges contributing to the perceived decline of the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Time to Start Thinking: America in the Age of Descent
Target entity description: "Time to Start Thinking: America in the Age of Descent" is a non-fiction book by journalist Edward Luce that analyzes the political, economic, and social challenges contributing to the perceived decline of the United States.
  • A. America at Century’s End
    "America at Century’s End" is a work by James R. Schlesinger that analyzes the United States’ strategic, political, and economic challenges as it approached the close of the twentieth century.
  • B. 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.
  • C. 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.
  • D. Illusions of Progress
    Illusions of Progress is a political and social critique by Georges Sorel that challenges optimistic beliefs in linear social advancement and rational reform.
  • E. In the Shadows of the American Century: The Rise and Decline of U.S. Global Power
    *In the Shadows of the American Century: The Rise and Decline of U.S. Global Power* is a historical and geopolitical study that examines how the United States built its global dominance and why that power is now in relative decline.
  • 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_69bd43cf363c819087fd5ab441b4a3f4 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd59c11f5481909f61e23503711cf5 completed March 20, 2026, 2:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa895b7481909e54cfa56a54c8dc completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfb83b5d08190b2d8502e763a0841 completed March 21, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc105e6c8190b21e3c8e7076e9ff completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:12 p.m.