Triple

T1315529
Position Surface form Disambiguated ID Type / Status
Subject New York Problem-Solving Courts E28093 entity
Predicate includes P1393 FINISHED
Object New York juvenile drug courts
New York juvenile drug courts are specialized court programs that focus on rehabilitation and treatment for young offenders with substance use issues, using a collaborative, therapeutic approach instead of traditional punitive measures.
E28093 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: New York juvenile drug courts | Statement: [New York Problem-Solving Courts, includes, New York juvenile drug courts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New York juvenile drug courts
Context triple: [New York Problem-Solving Courts, includes, New York juvenile drug courts]
  • A. New York Problem-Solving Courts
    New York Problem-Solving Courts are specialized judicial courts in New York that focus on addressing the underlying issues—such as addiction, mental health, or family conflict—contributing to criminal behavior through treatment-oriented and community-based interventions.
  • B. Therapeutic Courts of Guam
    The Therapeutic Courts of Guam are specialized problem-solving courts that focus on rehabilitation and treatment-based alternatives to traditional criminal sentencing for eligible offenders.
  • C. Neighborhood Prosecutor Program
    The Neighborhood Prosecutor Program is a community-based initiative of the Los Angeles City Attorney’s Office that assigns prosecutors to specific neighborhoods to address local quality-of-life and public safety issues through proactive, collaborative problem-solving.
  • D. Mental Health Court of Guam
    The Mental Health Court of Guam is a specialized problem-solving court that handles cases involving individuals with mental health issues, focusing on treatment and rehabilitation rather than traditional punitive measures.
  • E. Massachusetts Juvenile Court
    The Massachusetts Juvenile Court is a specialized trial court that handles cases involving children and adolescents, including delinquency, child protection, and related family matters within the Commonwealth of Massachusetts.
  • 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: New York juvenile drug courts
Triple: [New York Problem-Solving Courts, includes, New York juvenile drug courts]
Generated description
New York juvenile drug courts are specialized court programs that focus on rehabilitation and treatment for young offenders with substance use issues, using a collaborative, therapeutic approach instead of traditional punitive measures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New York juvenile drug courts
Target entity description: New York juvenile drug courts are specialized court programs that focus on rehabilitation and treatment for young offenders with substance use issues, using a collaborative, therapeutic approach instead of traditional punitive measures.
  • A. New York Problem-Solving Courts chosen
    New York Problem-Solving Courts are specialized judicial courts in New York that focus on addressing the underlying issues—such as addiction, mental health, or family conflict—contributing to criminal behavior through treatment-oriented and community-based interventions.
  • B. Therapeutic Courts of Guam
    The Therapeutic Courts of Guam are specialized problem-solving courts that focus on rehabilitation and treatment-based alternatives to traditional criminal sentencing for eligible offenders.
  • C. Neighborhood Prosecutor Program
    The Neighborhood Prosecutor Program is a community-based initiative of the Los Angeles City Attorney’s Office that assigns prosecutors to specific neighborhoods to address local quality-of-life and public safety issues through proactive, collaborative problem-solving.
  • D. Mental Health Court of Guam
    The Mental Health Court of Guam is a specialized problem-solving court that handles cases involving individuals with mental health issues, focusing on treatment and rehabilitation rather than traditional punitive measures.
  • E. Massachusetts Juvenile Court
    The Massachusetts Juvenile Court is a specialized trial court that handles cases involving children and adolescents, including delinquency, child protection, and related family matters within the Commonwealth of Massachusetts.
  • F. None of above.

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_69a498532c3481909223b74af2e578df completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c173a72481909a820d6da6ef9e69 completed March 1, 2026, 10:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf2964048190950723487c7cf707 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfc03f20819089a025fc745c9203 completed March 8, 2026, 12:16 a.m.
NED2 Entity disambiguation (via description) batch_69acc0282080819087676813c2852a96 completed March 8, 2026, 12:17 a.m.
Created at: March 1, 2026, 7:55 p.m.