Triple

T10766016
Position Surface form Disambiguated ID Type / Status
Subject Department of Correctional Services (South Africa) E253955 entity
Predicate usesPolicyFramework P25238 FINISHED
Object White Paper on Remand Detention in South Africa
The White Paper on Remand Detention in South Africa is a government policy document that sets out the principles, standards, and guidelines for the management and treatment of people held in pre-trial detention in the country.
E884222 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: White Paper on Remand Detention in South Africa | Statement: [Department of Correctional Services (South Africa), usesPolicyFramework, White Paper on Remand Detention in South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: White Paper on Remand Detention in South Africa
Context triple: [Department of Correctional Services (South Africa), usesPolicyFramework, White Paper on Remand Detention in South Africa]
  • A. Pass Laws in South Africa
    Pass Laws in South Africa were a system of apartheid-era legislation that controlled and restricted the movement and residence of Black South Africans through mandatory identity documents and internal passports.
  • B. The Real Jail Problem
    "The Real Jail Problem" is a pioneering early 20th-century work on criminal justice and prison reform by social worker and scholar Edith Abbott, critically examining the conditions and purpose of jails in the United States.
  • C. Report on Penal Institutions, Probation and Parole
    The "Report on Penal Institutions, Probation and Parole" is a major 1931 study produced by the Wickersham Commission that critically examined the conditions, administration, and reform of U.S. prisons, probation, and parole systems.
  • D. Deprivation of Liberty Safeguards
    Deprivation of Liberty Safeguards are a legal framework in England and Wales designed to protect people who lack mental capacity from being inappropriately deprived of their liberty in care homes and hospitals.
  • E. Association in Defence of the Wrongly Convicted
    The Association in Defence of the Wrongly Convicted is a Canadian nonprofit organization dedicated to investigating and advocating for people who have been wrongfully convicted of crimes.
  • 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: White Paper on Remand Detention in South Africa
Triple: [Department of Correctional Services (South Africa), usesPolicyFramework, White Paper on Remand Detention in South Africa]
Generated description
The White Paper on Remand Detention in South Africa is a government policy document that sets out the principles, standards, and guidelines for the management and treatment of people held in pre-trial detention in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: White Paper on Remand Detention in South Africa
Target entity description: The White Paper on Remand Detention in South Africa is a government policy document that sets out the principles, standards, and guidelines for the management and treatment of people held in pre-trial detention in the country.
  • A. Pass Laws in South Africa
    Pass Laws in South Africa were a system of apartheid-era legislation that controlled and restricted the movement and residence of Black South Africans through mandatory identity documents and internal passports.
  • B. The Real Jail Problem
    "The Real Jail Problem" is a pioneering early 20th-century work on criminal justice and prison reform by social worker and scholar Edith Abbott, critically examining the conditions and purpose of jails in the United States.
  • C. Report on Penal Institutions, Probation and Parole
    The "Report on Penal Institutions, Probation and Parole" is a major 1931 study produced by the Wickersham Commission that critically examined the conditions, administration, and reform of U.S. prisons, probation, and parole systems.
  • D. Deprivation of Liberty Safeguards
    Deprivation of Liberty Safeguards are a legal framework in England and Wales designed to protect people who lack mental capacity from being inappropriately deprived of their liberty in care homes and hospitals.
  • E. Association in Defence of the Wrongly Convicted
    The Association in Defence of the Wrongly Convicted is a Canadian nonprofit organization dedicated to investigating and advocating for people who have been wrongfully convicted of crimes.
  • 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_69d6aa5f54f4819082d0bbcb6f8797e6 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d7322d3a9c81909e58f6064643b814 completed April 9, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69de235fe7748190ba004f889da389ff completed April 14, 2026, 11:22 a.m.
NEDg Description generation batch_69de271ee56c81908d2f690f31c2d2db completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2e05fdb08190b880f9158b14118b completed April 14, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:16 p.m.