Triple

T1572790
Position Surface form Disambiguated ID Type / Status
Subject District of Columbia Department of Public Works E33577 entity
Predicate hasDivision P35 FINISHED
Object Parking Enforcement Management Administration
Parking Enforcement Management Administration is a division of the District of Columbia government responsible for enforcing parking regulations and managing related operations across the city.
E179521 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: Parking Enforcement Management Administration | Statement: [District of Columbia Department of Public Works, hasDivision, Parking Enforcement Management Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parking Enforcement Management Administration
Context triple: [District of Columbia Department of Public Works, hasDivision, Parking Enforcement Management Administration]
  • A. Commercial Vehicle Enforcement Section
    The Commercial Vehicle Enforcement Section is a specialized unit of the Massachusetts State Police responsible for regulating and enforcing laws related to commercial motor vehicles and trucking safety.
  • B. NYPD traffic control
    NYPD traffic control is a specialized division of the New York City Police Department responsible for managing vehicular and pedestrian flow, enforcing traffic laws, and ensuring roadway safety throughout the city.
  • C. Traffic Police
    The Traffic Police in Egypt is a specialized law enforcement division responsible for regulating road traffic, enforcing driving laws, and ensuring safety on the country’s streets and highways.
  • D. California Office of Traffic Safety
    The California Office of Traffic Safety is a state agency that funds and coordinates programs to improve roadway safety and reduce traffic-related deaths and injuries across California.
  • E. Vehicle and Operator Services Agency
    The Vehicle and Operator Services Agency was a former UK government body responsible for enforcing vehicle safety and operator licensing regulations before its functions were merged into the Driver and Vehicle Standards Agency.
  • 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: Parking Enforcement Management Administration
Triple: [District of Columbia Department of Public Works, hasDivision, Parking Enforcement Management Administration]
Generated description
Parking Enforcement Management Administration is a division of the District of Columbia government responsible for enforcing parking regulations and managing related operations across the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parking Enforcement Management Administration
Target entity description: Parking Enforcement Management Administration is a division of the District of Columbia government responsible for enforcing parking regulations and managing related operations across the city.
  • A. Commercial Vehicle Enforcement Section
    The Commercial Vehicle Enforcement Section is a specialized unit of the Massachusetts State Police responsible for regulating and enforcing laws related to commercial motor vehicles and trucking safety.
  • B. NYPD traffic control
    NYPD traffic control is a specialized division of the New York City Police Department responsible for managing vehicular and pedestrian flow, enforcing traffic laws, and ensuring roadway safety throughout the city.
  • C. Traffic Police
    The Traffic Police in Egypt is a specialized law enforcement division responsible for regulating road traffic, enforcing driving laws, and ensuring safety on the country’s streets and highways.
  • D. California Office of Traffic Safety
    The California Office of Traffic Safety is a state agency that funds and coordinates programs to improve roadway safety and reduce traffic-related deaths and injuries across California.
  • E. Vehicle and Operator Services Agency
    The Vehicle and Operator Services Agency was a former UK government body responsible for enforcing vehicle safety and operator licensing regulations before its functions were merged into the Driver and Vehicle Standards Agency.
  • 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_69a885f11b048190935025a035302715 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908bb9c648190933fd19bcc1cb9a4 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad4028bc5881909dbe847229dd63bb completed March 8, 2026, 9:23 a.m.
NEDg Description generation batch_69ad41930d208190b34531e3f35fa58b completed March 8, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_69ad422752348190b42ebc3781a6e8a5 completed March 8, 2026, 9:32 a.m.
Created at: March 4, 2026, 7:27 p.m.