Triple

T4575046
Position Surface form Disambiguated ID Type / Status
Subject Loïc Wacquant E123122 entity
Predicate notableWork P4 FINISHED
Object Prisons of Poverty
Prisons of Poverty is a sociological study by Loïc Wacquant that critiques the rise of punitive penal policies and mass incarceration as tools for managing poverty and social marginality in advanced capitalist societies.
E453939 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: Prisons of Poverty | Statement: [Loïc Wacquant, notableWork, Prisons of Poverty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prisons of Poverty
Context triple: [Loïc Wacquant, notableWork, Prisons of Poverty]
  • A. Down and Out
    "Down and Out" is a popular hip-hop track by rapper Cam'ron, known for its soulful production and standout status in his discography.
  • B. Curse of the Starving Class
    Curse of the Starving Class is a darkly comic, psychologically intense stage play by Sam Shepard that explores the disintegration of a dysfunctional American family struggling with poverty, identity, and the elusive promise of the American Dream.
  • C. Prison City
    Prison City is a nickname for Joliet, Illinois, referencing its historic and prominent state penitentiary.
  • D. The Haves and the Have Nots
    The Haves and the Have Nots is a prime-time soap opera created by Tyler Perry that follows the intertwined lives of wealthy elites and their working-class counterparts in Savannah, Georgia.
  • E. L'Extinction du paupérisme
    L'Extinction du paupérisme is a political and social treatise proposing measures to eliminate poverty in 19th-century France.
  • 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: Prisons of Poverty
Triple: [Loïc Wacquant, notableWork, Prisons of Poverty]
Generated description
Prisons of Poverty is a sociological study by Loïc Wacquant that critiques the rise of punitive penal policies and mass incarceration as tools for managing poverty and social marginality in advanced capitalist societies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prisons of Poverty
Target entity description: Prisons of Poverty is a sociological study by Loïc Wacquant that critiques the rise of punitive penal policies and mass incarceration as tools for managing poverty and social marginality in advanced capitalist societies.
  • A. Down and Out
    "Down and Out" is a popular hip-hop track by rapper Cam'ron, known for its soulful production and standout status in his discography.
  • B. Curse of the Starving Class
    Curse of the Starving Class is a darkly comic, psychologically intense stage play by Sam Shepard that explores the disintegration of a dysfunctional American family struggling with poverty, identity, and the elusive promise of the American Dream.
  • C. Prison City
    Prison City is a nickname for Joliet, Illinois, referencing its historic and prominent state penitentiary.
  • D. The Haves and the Have Nots
    The Haves and the Have Nots is a prime-time soap opera created by Tyler Perry that follows the intertwined lives of wealthy elites and their working-class counterparts in Savannah, Georgia.
  • E. L'Extinction du paupérisme
    L'Extinction du paupérisme is a political and social treatise proposing measures to eliminate poverty in 19th-century France.
  • 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.