Triple

T21063838
Position Surface form Disambiguated ID Type / Status
Subject Stewart Udall E518915 entity
Predicate notableWork P4 FINISHED
Object The Quiet Crisis and the Next Generation
The Quiet Crisis and the Next Generation is an environmental book by former U.S. Interior Secretary Stewart Udall that expands on his earlier work "The Quiet Crisis," urging renewed conservation ethics and responsible stewardship of natural resources for future generations.
E1465508 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 Quiet Crisis and the Next Generation | Statement: [Stewart Udall, notableWork, The Quiet Crisis and the Next Generation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Quiet Crisis and the Next Generation
Context triple: [Stewart Udall, notableWork, The Quiet Crisis and the Next Generation]
  • A. The Crisis in Education
    "The Crisis in Education" is an essay by Hannah Arendt that examines the breakdown of traditional educational authority and its implications for modern society.
  • B. Out of the Crisis
    Out of the Crisis is a seminal management book by W. Edwards Deming that outlines his philosophy of quality, statistical process control, and systemic thinking to transform organizational performance.
  • C. The Choice of a New Generation
    "The Choice of a New Generation" is a famous advertising slogan used by Pepsi to position its cola as the modern, youth-oriented alternative to its competitors.
  • D. The Stalled Society
    The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
  • E. The Crisis of the Middle Class
    "The Crisis of the Middle Class" is a political and economic analysis by Marxist theorist Louis Fraina examining the instability and contradictions facing the middle class under capitalism.
  • 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 Quiet Crisis and the Next Generation
Triple: [Stewart Udall, notableWork, The Quiet Crisis and the Next Generation]
Generated description
The Quiet Crisis and the Next Generation is an environmental book by former U.S. Interior Secretary Stewart Udall that expands on his earlier work "The Quiet Crisis," urging renewed conservation ethics and responsible stewardship of natural resources for future generations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Quiet Crisis and the Next Generation
Target entity description: The Quiet Crisis and the Next Generation is an environmental book by former U.S. Interior Secretary Stewart Udall that expands on his earlier work "The Quiet Crisis," urging renewed conservation ethics and responsible stewardship of natural resources for future generations.
  • A. The Crisis in Education
    "The Crisis in Education" is an essay by Hannah Arendt that examines the breakdown of traditional educational authority and its implications for modern society.
  • B. Out of the Crisis
    Out of the Crisis is a seminal management book by W. Edwards Deming that outlines his philosophy of quality, statistical process control, and systemic thinking to transform organizational performance.
  • C. The Choice of a New Generation
    "The Choice of a New Generation" is a famous advertising slogan used by Pepsi to position its cola as the modern, youth-oriented alternative to its competitors.
  • D. The Stalled Society
    The Stalled Society is a sociological work by Michel Crozier analyzing the structural and cultural causes of institutional paralysis and resistance to change in modern societies, particularly France.
  • E. The Crisis of the Middle Class
    "The Crisis of the Middle Class" is a political and economic analysis by Marxist theorist Louis Fraina examining the instability and contradictions facing the middle class under capitalism.
  • 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_69e0b505ef108190b25dd4033e2ff7eb completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6feb29e388190a80fa969a4daa606 completed April 21, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09506fd93c8190bb04cd85a28178d7 completed May 17, 2026, 5:21 a.m.
NEDg Description generation batch_6a09539a75488190b7bfdd8506ca58c8 completed May 17, 2026, 5:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0954550d7481909dc2f6d209c76fb1 completed May 17, 2026, 5:38 a.m.
Created at: April 16, 2026, 2:42 p.m.