Triple

T13899639
Position Surface form Disambiguated ID Type / Status
Subject Queensland Fire and Emergency Services E334184 entity
Predicate hasDivision P35 FINISHED
Object Rural Fire Service
The Rural Fire Service is a volunteer-based firefighting organization in Queensland that focuses on bushfire prevention, preparedness, and response in rural and regional communities.
E1068365 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: Rural Fire Service | Statement: [Queensland Fire and Emergency Services, hasDivision, Rural Fire Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rural Fire Service
Context triple: [Queensland Fire and Emergency Services, hasDivision, Rural Fire Service]
  • A. New South Wales Rural Fire Service
    The New South Wales Rural Fire Service is a volunteer-based firefighting and emergency management agency responsible for bushfire prevention, mitigation, and response across rural and regional New South Wales, Australia.
  • 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. Fire and Rescue New South Wales
    Fire and Rescue New South Wales is the primary urban fire and emergency services agency in the Australian state of New South Wales, responsible for firefighting, rescue operations, and hazardous incident response.
  • D. Warrandyte Fire Brigade
    Warrandyte Fire Brigade is a local volunteer-based firefighting and emergency response service that protects the Warrandyte community in Victoria, Australia.
  • E. 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.
  • 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: Rural Fire Service
Triple: [Queensland Fire and Emergency Services, hasDivision, Rural Fire Service]
Generated description
The Rural Fire Service is a volunteer-based firefighting organization in Queensland that focuses on bushfire prevention, preparedness, and response in rural and regional communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rural Fire Service
Target entity description: The Rural Fire Service is a volunteer-based firefighting organization in Queensland that focuses on bushfire prevention, preparedness, and response in rural and regional communities.
  • A. New South Wales Rural Fire Service
    The New South Wales Rural Fire Service is a volunteer-based firefighting and emergency management agency responsible for bushfire prevention, mitigation, and response across rural and regional New South Wales, Australia.
  • 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. Fire and Rescue New South Wales
    Fire and Rescue New South Wales is the primary urban fire and emergency services agency in the Australian state of New South Wales, responsible for firefighting, rescue operations, and hazardous incident response.
  • D. Warrandyte Fire Brigade
    Warrandyte Fire Brigade is a local volunteer-based firefighting and emergency response service that protects the Warrandyte community in Victoria, Australia.
  • E. 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.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d8897881908b770cdb565898d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c720b4988190aee1f1f09877212d completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c86a3640819081ed689bd271f909 completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9b2930c8190983f2c55a0dd35f6 completed May 3, 2026, 10:18 p.m.
Created at: April 9, 2026, 10:15 p.m.