Triple
T3064631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert J. Shiller |
E62073
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Finance and the Good Society
Finance and the Good Society is a book by economist Robert J. Shiller that argues for a more ethical, inclusive, and socially beneficial financial system.
|
E323543
|
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: Finance and the Good Society | Statement: [Robert J. Shiller, notableWork, Finance and the Good Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Finance and the Good Society Context triple: [Robert J. Shiller, notableWork, Finance and the Good Society]
-
A.
The Acquisitive Society
The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
-
B.
Wealth and Welfare
Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
-
C.
Division of Economic Justice
The Division of Economic Justice is a unit within the New York State Attorney General’s Office responsible for enforcing laws and regulations that protect consumers, workers, and fair economic competition.
-
D.
The Economics of Justice
The Economics of Justice is a seminal book by Richard Posner that applies economic analysis to legal principles and the concept of justice.
-
E.
The Cost-Benefit Revolution
The Cost-Benefit Revolution is a book by legal scholar Cass Sunstein that argues for the central role of cost-benefit analysis in modern regulation and public policy.
- 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: Finance and the Good Society Triple: [Robert J. Shiller, notableWork, Finance and the Good Society]
Generated description
Finance and the Good Society is a book by economist Robert J. Shiller that argues for a more ethical, inclusive, and socially beneficial financial system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Finance and the Good Society Target entity description: Finance and the Good Society is a book by economist Robert J. Shiller that argues for a more ethical, inclusive, and socially beneficial financial system.
-
A.
The Acquisitive Society
The Acquisitive Society is a 1920 book by British social critic R. H. Tawney that offers a moral and economic critique of capitalism and argues for a more socially responsible and egalitarian economic order.
-
B.
Wealth and Welfare
Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
-
C.
Division of Economic Justice
The Division of Economic Justice is a unit within the New York State Attorney General’s Office responsible for enforcing laws and regulations that protect consumers, workers, and fair economic competition.
-
D.
The Economics of Justice
The Economics of Justice is a seminal book by Richard Posner that applies economic analysis to legal principles and the concept of justice.
-
E.
The Cost-Benefit Revolution
The Cost-Benefit Revolution is a book by legal scholar Cass Sunstein that argues for the central role of cost-benefit analysis in modern regulation and public policy.
- 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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ad9ea2154c8190ab243feb77170a15 |
completed | March 8, 2026, 4:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef1402108190a2d24e7eb523f658 |
completed | March 11, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69b1f2f3d120819090d28e0353d3d8da |
completed | March 11, 2026, 10:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f365a4988190ae3ea6370a27ee72 |
completed | March 11, 2026, 10:57 p.m. |
Created at: March 8, 2026, 3:02 p.m.