Triple

T15835738
Position Surface form Disambiguated ID Type / Status
Subject Steven Rattner E383978 entity
Predicate wrote P2831 FINISHED
Object Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry
Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry is a nonfiction book that provides a detailed insider narrative of the U.S. government’s intervention to save the auto industry during the 2008–2009 financial crisis.
E1180491 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: Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry | Statement: [Steven Rattner, wrote, Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry
Context triple: [Steven Rattner, wrote, Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry]
  • A. Presidential Task Force on the Auto Industry
    The Presidential Task Force on the Auto Industry was a U.S. government body created under the Obama administration to oversee and manage the restructuring and bailout of major American automakers during the late-2000s financial crisis.
  • B. U.S. auto industry crisis of 2008–2010
    The U.S. auto industry crisis of 2008–2010 was a severe financial and operational downturn that nearly bankrupted major American car manufacturers, prompting large-scale government bailouts and restructuring of the sector.
  • C. 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.
  • 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. Jump-Starting America
    Jump-Starting America is a book by economists Simon Johnson and Jonathan Gruber that proposes large-scale public investment in science and technology to revive U.S. economic growth and reduce regional inequality.
  • 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: Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry
Triple: [Steven Rattner, wrote, Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry]
Generated description
Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry is a nonfiction book that provides a detailed insider narrative of the U.S. government’s intervention to save the auto industry during the 2008–2009 financial crisis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry
Target entity description: Overhaul: An Insider’s Account of the Obama Administration’s Emergency Rescue of the Auto Industry is a nonfiction book that provides a detailed insider narrative of the U.S. government’s intervention to save the auto industry during the 2008–2009 financial crisis.
  • A. Presidential Task Force on the Auto Industry
    The Presidential Task Force on the Auto Industry was a U.S. government body created under the Obama administration to oversee and manage the restructuring and bailout of major American automakers during the late-2000s financial crisis.
  • B. U.S. auto industry crisis of 2008–2010
    The U.S. auto industry crisis of 2008–2010 was a severe financial and operational downturn that nearly bankrupted major American car manufacturers, prompting large-scale government bailouts and restructuring of the sector.
  • C. 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.
  • 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. Jump-Starting America
    Jump-Starting America is a book by economists Simon Johnson and Jonathan Gruber that proposes large-scale public investment in science and technology to revive U.S. economic growth and reduce regional inequality.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e0e1cc8190851b30b03cf9c9b8 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa137be2c81909c8f04b5cc1a5b21 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa527af048190b1f87d85e50bf254 completed May 9, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5df00e481909e203e78940395ed completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:49 a.m.