Triple

T12679631
Position Surface form Disambiguated ID Type / Status
Subject Robert Rubin E302910 entity
Predicate notableWork P4 FINISHED
Object In an Uncertain World: Tough Choices from Wall Street to Washington
In an Uncertain World: Tough Choices from Wall Street to Washington is a memoir and policy reflection by former U.S. Treasury Secretary and Wall Street executive Robert Rubin, examining decision-making under uncertainty in finance and government.
E997153 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: In an Uncertain World: Tough Choices from Wall Street to Washington | Statement: [Robert Rubin, notableWork, In an Uncertain World: Tough Choices from Wall Street to Washington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: In an Uncertain World: Tough Choices from Wall Street to Washington
Context triple: [Robert Rubin, notableWork, In an Uncertain World: Tough Choices from Wall Street to Washington]
  • A. The Age of Turbulence: Adventures in a New World
    The Age of Turbulence: Adventures in a New World is Alan Greenspan’s memoir and economic commentary, reflecting on his tenure as Federal Reserve chairman and analyzing global economic change in the late 20th and early 21st centuries.
  • B. A Wealth of Common Sense
    A Wealth of Common Sense is a personal finance and investing blog by Ben Carlson that focuses on practical, long-term investment insights and market commentary.
  • C. Triumph of the Market
    Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
  • D. The Courage to Act: A Memoir of a Crisis and Its Aftermath
    The Courage to Act: A Memoir of a Crisis and Its Aftermath is Ben Bernanke’s autobiographical account of his leadership of the Federal Reserve during the 2008 global financial crisis and the policy decisions that shaped its recovery.
  • E. The Miracle of the Market
    The Miracle of the Market is an essay by Leonard Read that illustrates how free markets and dispersed knowledge enable complex economic coordination without central planning.
  • 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: In an Uncertain World: Tough Choices from Wall Street to Washington
Triple: [Robert Rubin, notableWork, In an Uncertain World: Tough Choices from Wall Street to Washington]
Generated description
In an Uncertain World: Tough Choices from Wall Street to Washington is a memoir and policy reflection by former U.S. Treasury Secretary and Wall Street executive Robert Rubin, examining decision-making under uncertainty in finance and government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: In an Uncertain World: Tough Choices from Wall Street to Washington
Target entity description: In an Uncertain World: Tough Choices from Wall Street to Washington is a memoir and policy reflection by former U.S. Treasury Secretary and Wall Street executive Robert Rubin, examining decision-making under uncertainty in finance and government.
  • A. The Age of Turbulence: Adventures in a New World
    The Age of Turbulence: Adventures in a New World is Alan Greenspan’s memoir and economic commentary, reflecting on his tenure as Federal Reserve chairman and analyzing global economic change in the late 20th and early 21st centuries.
  • B. A Wealth of Common Sense
    A Wealth of Common Sense is a personal finance and investing blog by Ben Carlson that focuses on practical, long-term investment insights and market commentary.
  • C. Triumph of the Market
    Triumph of the Market is a critical work by economist and media analyst Edward S. Herman that examines the social and political consequences of neoliberal, market-driven policies.
  • D. The Courage to Act: A Memoir of a Crisis and Its Aftermath
    The Courage to Act: A Memoir of a Crisis and Its Aftermath is Ben Bernanke’s autobiographical account of his leadership of the Federal Reserve during the 2008 global financial crisis and the policy decisions that shaped its recovery.
  • E. The Miracle of the Market
    The Miracle of the Market is an essay by Leonard Read that illustrates how free markets and dispersed knowledge enable complex economic coordination without central planning.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961b1dff48190923290555ece5d89 completed April 10, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671a54b008190b02f9585d6c6ff77 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f67323a724819092425cdb3a070b96 completed May 2, 2026, 9:56 p.m.
Created at: April 9, 2026, 5:21 p.m.