Triple

T12397107
Position Surface form Disambiguated ID Type / Status
Subject Northern Territory Government E296143 entity
Predicate hasDepartment P35 FINISHED
Object Northern Territory Police, Fire and Emergency Services
Northern Territory Police, Fire and Emergency Services is the integrated agency responsible for policing, fire protection, and emergency management across Australia's Northern Territory.
 E982441 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: Northern Territory Police, Fire and Emergency Services | Statement: [Northern Territory Government, hasDepartment, Northern Territory Police, Fire and Emergency Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Territory Police, Fire and Emergency Services
Context triple: [Northern Territory Government, hasDepartment, Northern Territory Police, Fire and Emergency Services]
  • A. Northern Territory Government
    The Northern Territory Government is the territorial government of Australia's Northern Territory, responsible for administering local laws, services, and public policy across the region.
  • B. Queensland Fire and Emergency Services
    Queensland Fire and Emergency Services is the primary agency responsible for fire, rescue, and disaster management across the Australian state of Queensland.
  • C. Parks and Wildlife Commission of the Northern Territory
    The Parks and Wildlife Commission of the Northern Territory is the government agency responsible for managing and conserving the Northern Territory’s national parks, reserves, and wildlife.
  • D. Cabinet of the Northern Territory
    The Cabinet of the Northern Territory is the executive decision-making body of the Northern Territory Government in Australia, composed of the Chief Minister and other appointed ministers who oversee government departments and policies.
  • E. New South Wales Police Force
    The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
  • 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: Northern Territory Police, Fire and Emergency Services
Triple: [Northern Territory Government, hasDepartment, Northern Territory Police, Fire and Emergency Services]
Generated description
Northern Territory Police, Fire and Emergency Services is the integrated agency responsible for policing, fire protection, and emergency management across Australia's Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Territory Police, Fire and Emergency Services
Target entity description: Northern Territory Police, Fire and Emergency Services is the integrated agency responsible for policing, fire protection, and emergency management across Australia's Northern Territory.
  • A. Northern Territory Government
    The Northern Territory Government is the territorial government of Australia's Northern Territory, responsible for administering local laws, services, and public policy across the region.
  • B. Queensland Fire and Emergency Services
    Queensland Fire and Emergency Services is the primary agency responsible for fire, rescue, and disaster management across the Australian state of Queensland.
  • C. Parks and Wildlife Commission of the Northern Territory
    The Parks and Wildlife Commission of the Northern Territory is the government agency responsible for managing and conserving the Northern Territory’s national parks, reserves, and wildlife.
  • D. Cabinet of the Northern Territory
    The Cabinet of the Northern Territory is the executive decision-making body of the Northern Territory Government in Australia, composed of the Chief Minister and other appointed ministers who oversee government departments and policies.
  • E. New South Wales Police Force
    The New South Wales Police Force is the primary law enforcement agency responsible for policing and public safety across the Australian state of New South Wales.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd448f08190af425a569d7ed158 completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63480a8bc8190885130f63a3ec761 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:54 p.m.