Triple

T19144476
Position Surface form Disambiguated ID Type / Status
Subject ACT Policing E468642 entity
Predicate hasDivision P35 FINISHED
Object Traffic Operations
Traffic Operations is a specialized division within ACT Policing responsible for managing and enforcing road safety, traffic laws, and collision reduction strategies in the Australian Capital Territory.
 E1360699 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: Traffic Operations | Statement: [ACT Policing, hasDivision, Traffic Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Traffic Operations
Context triple: [ACT Policing, hasDivision, Traffic Operations]
  • A. Traffic Division
    The Traffic Division is a specialized branch of the Islamabad Capital Territory Police responsible for managing and regulating road traffic, enforcing traffic laws, and promoting road safety within the capital.
  • B. Traffic Division
    The Traffic Division is a specialized unit within the Liberia National Police responsible for regulating road traffic, enforcing traffic laws, and promoting road safety across the country.
  • C. Traffic Division
    The Traffic Division is a specialized branch of the Provincial Court of British Columbia that handles cases involving motor vehicle and traffic-related offences.
  • D. Traffic Division
    The Traffic Division is a specialized branch of the Philadelphia Municipal Court that handles cases involving traffic violations and related motor vehicle offenses within the city.
  • E. Traffic Division
    The Traffic Division is the specialized unit of the Portland Police Bureau responsible for enforcing traffic laws, investigating collisions, and promoting roadway safety within the city.
  • 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: Traffic Operations
Triple: [ACT Policing, hasDivision, Traffic Operations]
Generated description
Traffic Operations is a specialized division within ACT Policing responsible for managing and enforcing road safety, traffic laws, and collision reduction strategies in the Australian Capital Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Traffic Operations
Target entity description: Traffic Operations is a specialized division within ACT Policing responsible for managing and enforcing road safety, traffic laws, and collision reduction strategies in the Australian Capital Territory.
  • A. Traffic Division
    The Traffic Division is a specialized branch of the Islamabad Capital Territory Police responsible for managing and regulating road traffic, enforcing traffic laws, and promoting road safety within the capital.
  • B. Traffic Division
    The Traffic Division is a specialized unit within the Liberia National Police responsible for regulating road traffic, enforcing traffic laws, and promoting road safety across the country.
  • C. Traffic Division
    The Traffic Division is a specialized branch of the Provincial Court of British Columbia that handles cases involving motor vehicle and traffic-related offences.
  • D. Traffic Division
    The Traffic Division is a specialized branch of the Philadelphia Municipal Court that handles cases involving traffic violations and related motor vehicle offenses within the city.
  • E. Traffic Division
    The Traffic Division is the specialized unit of the Portland Police Bureau responsible for enforcing traffic laws, investigating collisions, and promoting roadway safety within the city.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e977fa208190aa8cafd0966599c6 completed April 20, 2026, 8:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f24e34c4819090954c2b79ab20bb completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f366e514819080de839bdde22fc2 completed May 15, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4039ca881908679e5da604eea50 completed May 15, 2026, 10:22 a.m.
Created at: April 10, 2026, 12:06 p.m.