Triple

T2652576
Position Surface form Disambiguated ID Type / Status
Subject Drug and Alcohol Clearinghouse E53932 entity
Predicate hasAbbreviation P43 FINISHED
Object Clearinghouse
Clearinghouse is a U.S. federal database that tracks commercial drivers’ drug and alcohol program violations to improve roadway safety and compliance.
 E285903 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: Clearinghouse | Statement: [Drug and Alcohol Clearinghouse, hasAbbreviation, Clearinghouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clearinghouse
Context triple: [Drug and Alcohol Clearinghouse, hasAbbreviation, Clearinghouse]
  • A. Clearing
    Clearing is a residential and industrial neighborhood on the southwest side of Chicago, known for encompassing and surrounding Midway International Airport.
  • B. The National Network
    The National Network was a U.S. cable television channel that served as a transitional brand between The Nashville Network and what later became Spike and then Paramount Network.
  • C. The Initiative
    The Initiative is a Santa Monica–based Xbox Game Studios first-party development team known for working on high-end, narrative-driven AAA games such as the reboot of Perfect Dark.
  • D. The Box
    The Box is an informal nickname for the TARDIS, the Doctor’s iconic time-traveling spaceship and time machine from the British science fiction series Doctor Who.
  • E. Stonegate
    Stonegate is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • 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: Clearinghouse
Triple: [Drug and Alcohol Clearinghouse, hasAbbreviation, Clearinghouse]
Generated description
Clearinghouse is a U.S. federal database that tracks commercial drivers’ drug and alcohol program violations to improve roadway safety and compliance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Clearinghouse
Target entity description: Clearinghouse is a U.S. federal database that tracks commercial drivers’ drug and alcohol program violations to improve roadway safety and compliance.
  • A. Clearing
    Clearing is a residential and industrial neighborhood on the southwest side of Chicago, known for encompassing and surrounding Midway International Airport.
  • B. The National Network
    The National Network was a U.S. cable television channel that served as a transitional brand between The Nashville Network and what later became Spike and then Paramount Network.
  • C. The Initiative
    The Initiative is a Santa Monica–based Xbox Game Studios first-party development team known for working on high-end, narrative-driven AAA games such as the reboot of Perfect Dark.
  • D. The Box
    The Box is an informal nickname for the TARDIS, the Doctor’s iconic time-traveling spaceship and time machine from the British science fiction series Doctor Who.
  • E. Stonegate
    Stonegate is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • 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_69ab495e192081909c77b622e8e7e15a completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd93197f48190b04faf358b503204 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98ce81fc8190b7c6c66acfcb87c7 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af99416924819099d4acb1a2d60e0c completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99adadb08190a44f2286b25bf0aa completed March 10, 2026, 4:10 a.m.
Created at: March 6, 2026, 9:53 p.m.