Triple

T6222192
Position Surface form Disambiguated ID Type / Status
Subject Mathematics E139141 entity
Predicate hasTheme P261 FINISHED
Object prison–industrial complex
The prison–industrial complex refers to the overlapping interests of government and industry that use surveillance, policing, and imprisonment as solutions to social, economic, and political problems, often for profit and systemic control.
E577720 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: prison–industrial complex | Statement: [Mathematics, hasTheme, prison–industrial complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: prison–industrial complex
Context triple: [Mathematics, hasTheme, prison–industrial complex]
  • A. prison abolition movement
    The prison abolition movement is a social and political campaign that seeks to dismantle the prison-industrial complex and replace punitive incarceration with transformative and restorative forms of justice.
  • B. Are Prisons Obsolete?
    Are Prisons Obsolete? is a influential book by Angela Davis that critiques the prison-industrial complex and argues for prison abolition as part of broader social and political transformation.
  • C. Prison Authority
    The Prison Authority is the branch of Egypt's internal security apparatus responsible for managing and overseeing the country's prison system and incarcerated population.
  • D. 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.
  • E. Penitentiary Philosophy
    "Penitentiary Philosophy" is a socially conscious neo-soul track by Erykah Badu from her acclaimed 2000 album *Mama’s Gun*, reflecting on incarceration and systemic injustice.
  • 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: prison–industrial complex
Triple: [Mathematics, hasTheme, prison–industrial complex]
Generated description
The prison–industrial complex refers to the overlapping interests of government and industry that use surveillance, policing, and imprisonment as solutions to social, economic, and political problems, often for profit and systemic control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: prison–industrial complex
Target entity description: The prison–industrial complex refers to the overlapping interests of government and industry that use surveillance, policing, and imprisonment as solutions to social, economic, and political problems, often for profit and systemic control.
  • A. prison abolition movement
    The prison abolition movement is a social and political campaign that seeks to dismantle the prison-industrial complex and replace punitive incarceration with transformative and restorative forms of justice.
  • B. Are Prisons Obsolete?
    Are Prisons Obsolete? is a influential book by Angela Davis that critiques the prison-industrial complex and argues for prison abolition as part of broader social and political transformation.
  • C. Prison Authority
    The Prison Authority is the branch of Egypt's internal security apparatus responsible for managing and overseeing the country's prison system and incarcerated population.
  • D. 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.
  • E. Penitentiary Philosophy
    "Penitentiary Philosophy" is a socially conscious neo-soul track by Erykah Badu from her acclaimed 2000 album *Mama’s Gun*, reflecting on incarceration and systemic injustice.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062bddb688190add53172a7445d01 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20dcc5e788190a510cac6bbad4830 completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c21498cfc0819097d1fa9cb10f7a92 completed March 24, 2026, 4:35 a.m.
NED2 Entity disambiguation (via description) batch_69c215689f288190a54fb3fc7984455a completed March 24, 2026, 4:39 a.m.
Created at: March 22, 2026, 4:22 p.m.