Triple

T429422
Position Surface form Disambiguated ID Type / Status
Subject Federal Motor Carrier Safety Administration E9680 entity
Predicate operates P24 FINISHED
Object Drug and Alcohol Clearinghouse
The Drug and Alcohol Clearinghouse is a U.S. national database that tracks commercial drivers’ drug and alcohol program violations to enhance roadway safety and ensure compliance with federal regulations.
E53932 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: Drug and Alcohol Clearinghouse | Statement: [Federal Motor Carrier Safety Administration, operates, Drug and Alcohol Clearinghouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Drug and Alcohol Clearinghouse
Context triple: [Federal Motor Carrier Safety Administration, operates, Drug and Alcohol Clearinghouse]
  • A. 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.
  • B. NIDA Drug Supply Program
    The NIDA Drug Supply Program is a U.S. government initiative that provides researchers with controlled substances and related materials to support scientific studies on drug abuse and addiction.
  • C. National Institute on Drug Abuse
    The National Institute on Drug Abuse is a U.S. federal research agency that leads scientific study on drug use, addiction, and their health impacts to inform prevention, treatment, and policy.
  • D. 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.
  • E. Global Drug Facility
    The Global Drug Facility is an international initiative that improves worldwide access to quality-assured tuberculosis medicines and diagnostics, particularly in low- and middle-income countries.
  • 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: Drug and Alcohol Clearinghouse
Triple: [Federal Motor Carrier Safety Administration, operates, Drug and Alcohol Clearinghouse]
Generated description
The Drug and Alcohol Clearinghouse is a U.S. national database that tracks commercial drivers’ drug and alcohol program violations to enhance roadway safety and ensure compliance with federal regulations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Drug and Alcohol Clearinghouse
Target entity description: The Drug and Alcohol Clearinghouse is a U.S. national database that tracks commercial drivers’ drug and alcohol program violations to enhance roadway safety and ensure compliance with federal regulations.
  • A. 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.
  • B. NIDA Drug Supply Program
    The NIDA Drug Supply Program is a U.S. government initiative that provides researchers with controlled substances and related materials to support scientific studies on drug abuse and addiction.
  • C. National Institute on Drug Abuse
    The National Institute on Drug Abuse is a U.S. federal research agency that leads scientific study on drug use, addiction, and their health impacts to inform prevention, treatment, and policy.
  • D. 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.
  • E. Global Drug Facility
    The Global Drug Facility is an international initiative that improves worldwide access to quality-assured tuberculosis medicines and diagnostics, particularly in low- and middle-income countries.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eeedf68c81908473d6c6600961bd completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42f67dc3881908d4b1c2f1fbc2aaa completed March 1, 2026, 12:22 p.m.
NEDg Description generation batch_69a42fdc1edc81908a8c0b82482a9af2 completed March 1, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_69a4304138bc81909e524ff2567b82b3 completed March 1, 2026, 12:25 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.