Triple

T3179955
Position Surface form Disambiguated ID Type / Status
Subject Queensland Government E66558 entity
Predicate hasAgency P3933 FINISHED
Object 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.
 E334184 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: Queensland Fire and Emergency Services | Statement: [Queensland Government, hasAgency, Queensland Fire and Emergency Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Queensland Fire and Emergency Services
Context triple: [Queensland Government, hasAgency, Queensland Fire and Emergency Services]
  • A. Queensland Government
    The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
  • B. Brisbane City Council
    Brisbane City Council is the local government authority responsible for administering and providing municipal services to the city of Brisbane, Australia.
  • C. Cairns Regional Council
    Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
  • D. 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.
  • E. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • 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: Queensland Fire and Emergency Services
Triple: [Queensland Government, hasAgency, Queensland Fire and Emergency Services]
Generated description
Queensland Fire and Emergency Services is the primary agency responsible for fire, rescue, and disaster management across the Australian state of Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Queensland Fire and Emergency Services
Target entity description: Queensland Fire and Emergency Services is the primary agency responsible for fire, rescue, and disaster management across the Australian state of Queensland.
  • A. Queensland Government
    The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
  • B. Brisbane City Council
    Brisbane City Council is the local government authority responsible for administering and providing municipal services to the city of Brisbane, Australia.
  • C. Cairns Regional Council
    Cairns Regional Council is the local governing body responsible for municipal services, planning, and community development in the Cairns region of Far North Queensland, Australia.
  • D. 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.
  • E. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada69f2d108190847922795e7b6687 completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235f92a708190b9c627aa43703dfb completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b2372a54a481908a4a954b8986aad7 completed March 12, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69b23806a3c8819096069982b3612730 completed March 12, 2026, 3:50 a.m.
Created at: March 8, 2026, 3:06 p.m.