Triple

T3682580
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Justice Statistics E78143 entity
Predicate publishes P80 FINISHED
Object Reports on corrections and recidivism
Reports on corrections and recidivism are statistical publications analyzing patterns in incarceration, offender behavior, and reoffending rates within the criminal justice system.
E379967 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: Reports on corrections and recidivism | Statement: [Bureau of Justice Statistics, publishes, Reports on corrections and recidivism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reports on corrections and recidivism
Context triple: [Bureau of Justice Statistics, publishes, Reports on corrections and recidivism]
  • A. Criminal Defense and Reentry Clinic
    The Criminal Defense and Reentry Clinic is a New York University School of Law legal clinic where students represent individuals facing criminal charges and assist formerly incarcerated people with the challenges of reentering society.
  • B. Justice and Corrections Standing Capacity
    Justice and Corrections Standing Capacity is a specialized unit within the UN system that provides expert support to strengthen national justice and corrections institutions in post-conflict and crisis-affected settings.
  • C. "Crime: Its Cause and Treatment"
    "Crime: Its Cause and Treatment" is a 1922 non-fiction work by American lawyer Clarence Darrow that examines the social, economic, and psychological roots of criminal behavior and critiques traditional approaches to punishment.
  • D. The State of the Prisons in England and Wales
    The State of the Prisons in England and Wales is an influential 18th-century exposé by prison reformer John Howard that documented horrific conditions in British jails and helped spark major penal reforms.
  • E. Truth and Reconciliation Commission reports
    The Truth and Reconciliation Commission reports are the official findings and recommendations of South Africa’s post-apartheid inquiry into human rights abuses, documenting testimonies, atrocities, and the process of national reconciliation.
  • 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: Reports on corrections and recidivism
Triple: [Bureau of Justice Statistics, publishes, Reports on corrections and recidivism]
Generated description
Reports on corrections and recidivism are statistical publications analyzing patterns in incarceration, offender behavior, and reoffending rates within the criminal justice system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reports on corrections and recidivism
Target entity description: Reports on corrections and recidivism are statistical publications analyzing patterns in incarceration, offender behavior, and reoffending rates within the criminal justice system.
  • A. Criminal Defense and Reentry Clinic
    The Criminal Defense and Reentry Clinic is a New York University School of Law legal clinic where students represent individuals facing criminal charges and assist formerly incarcerated people with the challenges of reentering society.
  • B. Justice and Corrections Standing Capacity
    Justice and Corrections Standing Capacity is a specialized unit within the UN system that provides expert support to strengthen national justice and corrections institutions in post-conflict and crisis-affected settings.
  • C. "Crime: Its Cause and Treatment"
    "Crime: Its Cause and Treatment" is a 1922 non-fiction work by American lawyer Clarence Darrow that examines the social, economic, and psychological roots of criminal behavior and critiques traditional approaches to punishment.
  • D. The State of the Prisons in England and Wales
    The State of the Prisons in England and Wales is an influential 18th-century exposé by prison reformer John Howard that documented horrific conditions in British jails and helped spark major penal reforms.
  • E. Truth and Reconciliation Commission reports
    The Truth and Reconciliation Commission reports are the official findings and recommendations of South Africa’s post-apartheid inquiry into human rights abuses, documenting testimonies, atrocities, and the process of national reconciliation.
  • 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_69ad85e18c1c8190be8aafb227f39f48 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4948cc48190ab1f59cc4a2437cc completed March 8, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3b306c081909b3857daa4f97ce2 completed March 14, 2026, 2:10 a.m.
NEDg Description generation batch_69b4c56b76ac81909ae8d2ef10b8ed28 completed March 14, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69b4c62f7b7c81909150d8e40bb2dda4 completed March 14, 2026, 2:21 a.m.
Created at: March 8, 2026, 3:25 p.m.