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.