Triple

T5129067
Position Surface form Disambiguated ID Type / Status
Subject Abhijit Vinayak Banerjee E115650 entity
Predicate notableWork P4 FINISHED
Object Poor Economics
Poor Economics is an influential book on global poverty that uses rigorous field experiments and empirical research to challenge common assumptions and propose evidence-based solutions for helping the poor.
E496034 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: Poor Economics | Statement: [Abhijit Vinayak Banerjee, notableWork, Poor Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Poor Economics
Context triple: [Abhijit Vinayak Banerjee, notableWork, Poor Economics]
  • A. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • 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. Punishing the Poor
    Punishing the Poor is a sociological study by Loïc Wacquant that critiques the rise of punitive welfare and mass incarceration policies as tools for managing poverty and social marginality in neoliberal societies.
  • D. This Unsuccessful Age or The Pains of Economic Progress
    "This Unsuccessful Age or The Pains of Economic Progress" is a work by German economist Walter Eucken that critically examines the social and moral consequences of modern economic development and advocates for an order-based economic policy.
  • E. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • 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: Poor Economics
Triple: [Abhijit Vinayak Banerjee, notableWork, Poor Economics]
Generated description
Poor Economics is an influential book on global poverty that uses rigorous field experiments and empirical research to challenge common assumptions and propose evidence-based solutions for helping the poor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Poor Economics
Target entity description: Poor Economics is an influential book on global poverty that uses rigorous field experiments and empirical research to challenge common assumptions and propose evidence-based solutions for helping the poor.
  • A. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • 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. Punishing the Poor
    Punishing the Poor is a sociological study by Loïc Wacquant that critiques the rise of punitive welfare and mass incarceration policies as tools for managing poverty and social marginality in neoliberal societies.
  • D. This Unsuccessful Age or The Pains of Economic Progress
    "This Unsuccessful Age or The Pains of Economic Progress" is a work by German economist Walter Eucken that critically examines the social and moral consequences of modern economic development and advocates for an order-based economic policy.
  • E. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • 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.