Triple
T17226354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Kwak |
E418123
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | 13 Bankers: The Wall Street Takeover and the Next Financial Meltdown |
E416717
|
NE FINISHED |
How this triple was built (2 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: 13 Bankers: The Wall Street Takeover and the Next Financial Meltdown | Statement: [James Kwak, notableWork, 13 Bankers: The Wall Street Takeover and the Next Financial Meltdown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 13 Bankers: The Wall Street Takeover and the Next Financial Meltdown Context triple: [James Kwak, notableWork, 13 Bankers: The Wall Street Takeover and the Next Financial Meltdown]
-
A.
13 Bankers
chosen
13 Bankers is a nonfiction book by economist Simon Johnson that analyzes the rise of powerful financial institutions in the United States and argues that their unchecked influence poses a serious threat to democracy and economic stability.
-
B.
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.
-
C.
The Day Wall Street Exploded: A Story of America in Its First Age of Terror
"The Day Wall Street Exploded: A Story of America in Its First Age of Terror" is a historical study by Beverly Gage that examines the 1920 Wall Street bombing and its broader implications for American politics, security, and civil liberties in the early twentieth century.
-
D.
Shaky Ground: The Strange Saga of the U.S. Mortgage Giants
"Shaky Ground: The Strange Saga of the U.S. Mortgage Giants" is a nonfiction book that investigates the troubled history, political battles, and systemic risks surrounding Fannie Mae and Freddie Mac after the 2008 financial crisis.
-
E.
The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance
The House of Morgan: An American Banking Dynasty and the Rise of Modern Finance is a historical nonfiction book that traces the rise, influence, and evolution of the J.P. Morgan financial empire and its central role in shaping modern global finance.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42de1674c81909ca9e87fa9153640 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01675cc70881909cf39b2e229f5d1e |
completed | May 11, 2026, 5:21 a.m. |
Created at: April 10, 2026, 5:38 a.m.