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.