Triple
T13547231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Finance and the Good Society |
E323543
|
entity |
| Predicate | relatedWorkByAuthor |
P922
|
FINISHED |
| Object | Irrational Exuberance |
E323541
|
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: Irrational Exuberance | Statement: [Finance and the Good Society, relatedWorkByAuthor, Irrational Exuberance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Irrational Exuberance Context triple: [Finance and the Good Society, relatedWorkByAuthor, Irrational Exuberance]
-
A.
Irrational Exuberance
chosen
Irrational Exuberance is an influential book by economist Robert J. Shiller that analyzes speculative bubbles in financial markets and warns about the psychological and structural factors driving asset price overvaluation.
-
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.
Animal Spirits
"Animal Spirits" is an influential economics book by George A. Akerlof and Robert J. Shiller that explores how psychological factors and human emotions drive economic decisions and market outcomes.
-
D.
Misbehaving: The Making of Behavioral Economics
Misbehaving: The Making of Behavioral Economics is a popular science book by economist Richard H. Thaler that chronicles the development of behavioral economics through personal anecdotes, experiments, and challenges to traditional economic theory.
-
E.
The Alchemy of Finance
The Alchemy of Finance is a seminal book by investor George Soros that outlines his theory of reflexivity in markets and its implications for financial speculation and economic cycles.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafdb466881908fb46642dc66849d |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da2c2008190b43a653a349ea0c7 |
completed | May 3, 2026, 2:37 p.m. |
Created at: April 9, 2026, 9:45 p.m.