Triple

T20352090
Position Surface form Disambiguated ID Type / Status
Subject Sendhil Mullainathan E496036 entity
Predicate notableWork P4 FINISHED
Object Scarcity: Why Having Too Little Means So Much NE NERFINISHED

How this triple was built (3 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: Scarcity: Why Having Too Little Means So Much | Statement: [Sendhil Mullainathan, notableWork, Scarcity: Why Having Too Little Means So Much]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scarcity: Why Having Too Little Means So Much
Context triple: [Sendhil Mullainathan, notableWork, Scarcity: Why Having Too Little Means So Much]
  • A. Common Wealth: Economics for a Crowded Planet
    Common Wealth: Economics for a Crowded Planet is a book by economist Jeffrey Sachs that outlines strategies for achieving sustainable global development while addressing challenges such as poverty, environmental degradation, and population growth.
  • B. Economics: The User’s Guide
    Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
  • C. A Wealth of Common Sense
    A Wealth of Common Sense is a personal finance and investing blog by Ben Carlson that focuses on practical, long-term investment insights and market commentary.
  • D. Grand Pursuit: The Story of Economic Genius
    Grand Pursuit: The Story of Economic Genius is a narrative history book by Sylvia Nasar that traces the development of modern economic thought through the lives and ideas of influential economists.
  • E. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scarcity: Why Having Too Little Means So Much
Target entity description: "Scarcity: Why Having Too Little Means So Much" is a behavioral economics and psychology book that explores how having limited resources—such as time or money—fundamentally shapes human thinking and decision-making.
  • A. Common Wealth: Economics for a Crowded Planet
    Common Wealth: Economics for a Crowded Planet is a book by economist Jeffrey Sachs that outlines strategies for achieving sustainable global development while addressing challenges such as poverty, environmental degradation, and population growth.
  • B. Economics: The User’s Guide
    Economics: The User’s Guide is an accessible introductory book by economist Ha-Joon Chang that explains key economic ideas, debates, and real-world applications for general readers.
  • C. A Wealth of Common Sense
    A Wealth of Common Sense is a personal finance and investing blog by Ben Carlson that focuses on practical, long-term investment insights and market commentary.
  • D. Grand Pursuit: The Story of Economic Genius
    Grand Pursuit: The Story of Economic Genius is a narrative history book by Sylvia Nasar that traces the development of modern economic thought through the lives and ideas of influential economists.
  • E. Creating a World Without Poverty
    "Creating a World Without Poverty" is a book by Nobel laureate Muhammad Yunus that outlines his vision and practical strategies for using social business and microfinance to eradicate global poverty.
  • F. None of above. chosen

Provenance (2 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_69e0b4a3f7f48190b37f354574028ca6 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67850ace48190b19aff5780fef7e8 completed April 20, 2026, 7:02 p.m.
Created at: April 16, 2026, 11:25 a.m.