Triple

T6028998
Position Surface form Disambiguated ID Type / Status
Subject Kaushik Basu E134251 entity
Predicate notableWork P4 FINISHED
Object Beyond the Invisible Hand
Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
E564504 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: Beyond the Invisible Hand | Statement: [Kaushik Basu, notableWork, Beyond the Invisible Hand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyond the Invisible Hand
Context triple: [Kaushik Basu, notableWork, Beyond the Invisible Hand]
  • A. The Antitrust Paradox
    The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
  • B. 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.
  • C. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • D. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • E. The Collected Works of F. A. Hayek
    The Collected Works of F. A. Hayek is a comprehensive multi-volume scholarly edition of the writings of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.
  • 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: Beyond the Invisible Hand
Triple: [Kaushik Basu, notableWork, Beyond the Invisible Hand]
Generated description
Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyond the Invisible Hand
Target entity description: Beyond the Invisible Hand is a book by economist Kaushik Basu that critically examines free-market ideology and argues for a more ethically grounded and institutionally aware approach to economics.
  • A. The Antitrust Paradox
    The Antitrust Paradox is a highly influential 1978 book by legal scholar Robert Bork that reshaped U.S. antitrust law by arguing that its primary goal should be the protection of consumer welfare rather than competitors.
  • B. 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.
  • C. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • D. Inequality Reexamined
    Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
  • E. The Collected Works of F. A. Hayek
    The Collected Works of F. A. Hayek is a comprehensive multi-volume scholarly edition of the writings of economist and political philosopher Friedrich A. Hayek, encompassing his major books, essays, and previously unpublished materials.
  • 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_69c0087515148190a97475d412563865 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0560fdc84819093abba13054ea1ee completed March 22, 2026, 8:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1137d6a648190a91795fb679a891c completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c11423d05c81909298ae598c80ccb0 completed March 23, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69c11498f2948190bcca6b8054186e75 completed March 23, 2026, 10:23 a.m.
Created at: March 22, 2026, 4:07 p.m.