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.