Triple

T5129068
Position Surface form Disambiguated ID Type / Status
Subject Abhijit Vinayak Banerjee E115650 entity
Predicate notableWork P4 FINISHED
Object Good Economics for Hard Times
Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
E496035 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: Good Economics for Hard Times | Statement: [Abhijit Vinayak Banerjee, notableWork, Good Economics for Hard Times]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Good Economics for Hard Times
Context triple: [Abhijit Vinayak Banerjee, notableWork, Good Economics for Hard Times]
  • A. Economics for the Common Good
    Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
  • B. On Economic Inequality
    On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
  • C. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • D. Crisis Economics: A Crash Course in the Future of Finance
    "Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
  • E. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • 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: Good Economics for Hard Times
Triple: [Abhijit Vinayak Banerjee, notableWork, Good Economics for Hard Times]
Generated description
Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Good Economics for Hard Times
Target entity description: Good Economics for Hard Times is a popular economics book by Nobel laureates Abhijit V. Banerjee and Esther Duflo that examines contemporary social and economic challenges through rigorous empirical research and accessible analysis.
  • A. Economics for the Common Good
    Economics for the Common Good is a book by Nobel laureate Jean Tirole that explains how modern economic thinking can be used to address major social challenges and improve public policy.
  • B. On Economic Inequality
    On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
  • C. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • D. Crisis Economics: A Crash Course in the Future of Finance
    "Crisis Economics: A Crash Course in the Future of Finance" is a book that analyzes the causes and dynamics of financial crises and proposes reforms to make the global economic system more resilient.
  • E. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7825facc8190b2a6c17216290b5c completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4c23d5c8190883a297254d9c80d completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec6620aac8190a820190e7facd70a completed March 21, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69bec70062f48190baae277e6f8c5c4e completed March 21, 2026, 4:27 p.m.
Created at: March 20, 2026, 1:42 p.m.