Triple

T13421882
Position Surface form Disambiguated ID Type / Status
Subject Illinois Department of Human Services E313378 entity
Predicate hasPart P35 FINISHED
Object Division of Substance Use Prevention and Recovery
The Division of Substance Use Prevention and Recovery is an Illinois state agency unit responsible for overseeing and coordinating services, programs, and policies aimed at preventing and treating substance use disorders.
E1038999 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: Division of Substance Use Prevention and Recovery | Statement: [Illinois Department of Human Services, hasPart, Division of Substance Use Prevention and Recovery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Division of Substance Use Prevention and Recovery
Context triple: [Illinois Department of Human Services, hasPart, Division of Substance Use Prevention and Recovery]
  • A. Bureau of Substance Addiction Services
    The Bureau of Substance Addiction Services is a Massachusetts state agency division responsible for overseeing and coordinating prevention, treatment, and recovery services for substance use disorders.
  • B. Bureau of Alcohol and Drug Use Prevention, Care and Treatment
    The Bureau of Alcohol and Drug Use Prevention, Care and Treatment is a New York City public health agency division responsible for preventing substance misuse and providing treatment and support services for people affected by alcohol and drug use.
  • C. National Treatment Agency for Substance Misuse
    The National Treatment Agency for Substance Misuse was a UK special health authority responsible for improving the availability, capacity, and effectiveness of drug and alcohol treatment services in England.
  • D. Substance Abuse and Mental Health Services Administration
    The Substance Abuse and Mental Health Services Administration (SAMHSA) is a U.S. federal agency within the Department of Health and Human Services that leads national efforts to improve behavioral health and reduce the impact of substance abuse and mental illness.
  • E. Centre for Mental Health and Substance Use
    The Centre for Mental Health and Substance Use is a specialized unit within Norway’s public health system that conducts research, monitoring, and policy support on mental health and substance use issues.
  • 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: Division of Substance Use Prevention and Recovery
Triple: [Illinois Department of Human Services, hasPart, Division of Substance Use Prevention and Recovery]
Generated description
The Division of Substance Use Prevention and Recovery is an Illinois state agency unit responsible for overseeing and coordinating services, programs, and policies aimed at preventing and treating substance use disorders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Division of Substance Use Prevention and Recovery
Target entity description: The Division of Substance Use Prevention and Recovery is an Illinois state agency unit responsible for overseeing and coordinating services, programs, and policies aimed at preventing and treating substance use disorders.
  • A. Bureau of Substance Addiction Services
    The Bureau of Substance Addiction Services is a Massachusetts state agency division responsible for overseeing and coordinating prevention, treatment, and recovery services for substance use disorders.
  • B. Bureau of Alcohol and Drug Use Prevention, Care and Treatment
    The Bureau of Alcohol and Drug Use Prevention, Care and Treatment is a New York City public health agency division responsible for preventing substance misuse and providing treatment and support services for people affected by alcohol and drug use.
  • C. National Treatment Agency for Substance Misuse
    The National Treatment Agency for Substance Misuse was a UK special health authority responsible for improving the availability, capacity, and effectiveness of drug and alcohol treatment services in England.
  • D. Substance Abuse and Mental Health Services Administration
    The Substance Abuse and Mental Health Services Administration (SAMHSA) is a U.S. federal agency within the Department of Health and Human Services that leads national efforts to improve behavioral health and reduce the impact of substance abuse and mental illness.
  • E. Centre for Mental Health and Substance Use
    The Centre for Mental Health and Substance Use is a specialized unit within Norway’s public health system that conducts research, monitoring, and policy support on mental health and substance use issues.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaecf13748190ae40c7b95164f914 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7308493e481909da52f8bbcc0bd6b completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f73195e4d88190ad356d0e3e18d34f completed May 3, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_69f73220ffc08190bfb1b89757efd606 completed May 3, 2026, 11:31 a.m.
Created at: April 9, 2026, 9:39 p.m.