Triple
T13547232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Finance and the Good Society |
E323543
|
entity |
| Predicate | relatedWorkByAuthor |
P922
|
FINISHED |
| Object | Animal Spirits |
E323542
|
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: Animal Spirits | Statement: [Finance and the Good Society, relatedWorkByAuthor, Animal Spirits]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Animal Spirits Context triple: [Finance and the Good Society, relatedWorkByAuthor, Animal Spirits]
-
A.
Animal Spirits
chosen
"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.
-
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.
Frauds and Frenzies
Frauds and Frenzies is a silent-era comedy film featuring slapstick comedian and filmmaker Larry Semon.
-
D.
Irrational Exuberance
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.
-
E.
The Return of Depression Economics
The Return of Depression Economics is a book by economist Paul Krugman that analyzes modern financial crises through the lens of Great Depression-era economics and argues for active government intervention to prevent and mitigate economic downturns.
- 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.