Triple

T4575044
Position Surface form Disambiguated ID Type / Status
Subject Loïc Wacquant E123122 entity
Predicate notableWork P4 FINISHED
Object 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.
E453938 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: Punishing the Poor | Statement: [Loïc Wacquant, notableWork, Punishing the Poor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Punishing the Poor
Context triple: [Loïc Wacquant, notableWork, Punishing the Poor]
  • A. 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.
  • B. The Code of Capital: How the Law Creates Wealth and Inequality
    The Code of Capital: How the Law Creates Wealth and Inequality is a scholarly book that explains how legal institutions and instruments are used to turn assets into capital, thereby shaping global wealth distribution and reinforcing economic inequality.
  • C. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • D. 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.
  • E. 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.
  • 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: Punishing the Poor
Triple: [Loïc Wacquant, notableWork, Punishing the Poor]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Punishing the Poor
Target entity description: 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.
  • A. 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.
  • B. The Code of Capital: How the Law Creates Wealth and Inequality
    The Code of Capital: How the Law Creates Wealth and Inequality is a scholarly book that explains how legal institutions and instruments are used to turn assets into capital, thereby shaping global wealth distribution and reinforcing economic inequality.
  • C. Interrogating Inequality
    Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
  • D. 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.
  • E. 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.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c9f0bc81908d87f01ab067818a completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3dde41c81909adf91b53450e590 completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd79fe75c8190b672b80898d3cbf2 completed March 20, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69bdd85966348190841f272f347ee33f completed March 20, 2026, 11:29 p.m.
Created at: March 20, 2026, 1:10 p.m.