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.