Triple

T16077779
Position Surface form Disambiguated ID Type / Status
Subject Michigan trial courts E390019 entity
Predicate hasComponent P35 FINISHED
Object Michigan specialty courts
Michigan specialty courts are problem-solving judicial programs within the state’s trial court system that focus on specific issues such as drug offenses, mental health, veterans’ needs, and other specialized case types to improve outcomes and reduce recidivism.
E1192569 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: Michigan specialty courts | Statement: [Michigan trial courts, hasComponent, Michigan specialty courts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michigan specialty courts
Context triple: [Michigan trial courts, hasComponent, Michigan specialty courts]
  • A. Texas Specialty Courts
    Texas Specialty Courts are problem-solving courts in Texas that handle specific types of cases—such as drug, mental health, and veterans’ issues—through specialized dockets and treatment-focused approaches rather than traditional adjudication.
  • B. Michigan trial courts
    Michigan trial courts are the state’s lower-level courts of general and limited jurisdiction that handle initial proceedings in criminal, civil, family, and other local legal matters.
  • C. Michigan Court System
    The Michigan Court System is the statewide judicial branch responsible for interpreting and applying Michigan law through a hierarchy of trial and appellate courts.
  • D. Indiana superior courts
    Indiana superior courts are state trial courts of general jurisdiction that handle a wide range of civil and criminal cases across Indiana’s counties.
  • E. Michigan Rules of Court
    The Michigan Rules of Court are the comprehensive procedural rules that regulate how civil, criminal, and appellate cases are conducted in Michigan’s state courts.
  • 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: Michigan specialty courts
Triple: [Michigan trial courts, hasComponent, Michigan specialty courts]
Generated description
Michigan specialty courts are problem-solving judicial programs within the state’s trial court system that focus on specific issues such as drug offenses, mental health, veterans’ needs, and other specialized case types to improve outcomes and reduce recidivism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michigan specialty courts
Target entity description: Michigan specialty courts are problem-solving judicial programs within the state’s trial court system that focus on specific issues such as drug offenses, mental health, veterans’ needs, and other specialized case types to improve outcomes and reduce recidivism.
  • A. Texas Specialty Courts
    Texas Specialty Courts are problem-solving courts in Texas that handle specific types of cases—such as drug, mental health, and veterans’ issues—through specialized dockets and treatment-focused approaches rather than traditional adjudication.
  • B. Michigan trial courts
    Michigan trial courts are the state’s lower-level courts of general and limited jurisdiction that handle initial proceedings in criminal, civil, family, and other local legal matters.
  • C. Michigan Court System
    The Michigan Court System is the statewide judicial branch responsible for interpreting and applying Michigan law through a hierarchy of trial and appellate courts.
  • D. Indiana superior courts
    Indiana superior courts are state trial courts of general jurisdiction that handle a wide range of civil and criminal cases across Indiana’s counties.
  • E. Michigan Rules of Court
    The Michigan Rules of Court are the comprehensive procedural rules that regulate how civil, criminal, and appellate cases are conducted in Michigan’s state courts.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183c34508819084a53d13e55cbf69 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe48907148190ab04520717141788 completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe67043588190864864d40956682b completed May 10, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ffe6f510cc8190b6b8c46c0356d36a completed May 10, 2026, 2:01 a.m.
Created at: April 10, 2026, 4:57 a.m.