Triple

T6934387
Position Surface form Disambiguated ID Type / Status
Subject Gunther Stent E160515 entity
Predicate authorOf P4244 FINISHED
Object The Coming of the Golden Age: A View of the End of Progress
The Coming of the Golden Age: A View of the End of Progress is a philosophical and scientific work by biologist Gunther Stent that examines whether modern civilization has reached the limits of meaningful progress and what a post-progress future might look like.
E629015 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: The Coming of the Golden Age: A View of the End of Progress | Statement: [Gunther Stent, authorOf, The Coming of the Golden Age: A View of the End of Progress]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Coming of the Golden Age: A View of the End of Progress
Context triple: [Gunther Stent, authorOf, The Coming of the Golden Age: A View of the End of Progress]
  • A. 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.
  • B. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • C. The Great Transformation
    The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
  • D. Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
    "Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
  • E. A World Transformed
    A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
  • 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: The Coming of the Golden Age: A View of the End of Progress
Triple: [Gunther Stent, authorOf, The Coming of the Golden Age: A View of the End of Progress]
Generated description
The Coming of the Golden Age: A View of the End of Progress is a philosophical and scientific work by biologist Gunther Stent that examines whether modern civilization has reached the limits of meaningful progress and what a post-progress future might look like.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Coming of the Golden Age: A View of the End of Progress
Target entity description: The Coming of the Golden Age: A View of the End of Progress is a philosophical and scientific work by biologist Gunther Stent that examines whether modern civilization has reached the limits of meaningful progress and what a post-progress future might look like.
  • A. 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.
  • B. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • C. The Great Transformation
    The Great Transformation is Karl Polanyi’s influential 1944 book analyzing the rise of market society and its disruptive social and political consequences.
  • D. Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
    "Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
  • E. A World Transformed
    A World Transformed is a political memoir and foreign policy analysis co-written by former U.S. National Security Advisor Brent Scowcroft that examines major global events at the end of the Cold War and during the Gulf War.
  • 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_69c6884e15208190b9e91487eaafcf85 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da415b1481908d70b92ecd5fd8e6 completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7514ead808190bff53b49b5f331fb completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7524d677c81909531ba9bb46f2632 completed March 28, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c752bef2808190843f3cad53aa5702 completed March 28, 2026, 4:02 a.m.
Created at: March 27, 2026, 2:27 p.m.