Triple

T12196448
Position Surface form Disambiguated ID Type / Status
Subject Royal Flying Doctor Service museum E290596 entity
Predicate focusesOn P31 FINISHED
Object Royal Flying Doctor Service of Australia
The Royal Flying Doctor Service of Australia is a pioneering aeromedical organization that delivers emergency and primary healthcare to people living in remote and rural regions across the Australian outback.
E975498 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: Royal Flying Doctor Service of Australia | Statement: [Royal Flying Doctor Service museum, focusesOn, Royal Flying Doctor Service of Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Flying Doctor Service of Australia
Context triple: [Royal Flying Doctor Service museum, focusesOn, Royal Flying Doctor Service of Australia]
  • A. Royal Australian Air Force medical services
    The Royal Australian Air Force medical services are the health and medical support branch of the RAAF, responsible for providing clinical care, aeromedical evacuation, and health protection to Air Force personnel in both peacetime and operational deployments.
  • B. Royal Flying Doctor Service museum
    The Royal Flying Doctor Service museum in Alice Springs is a heritage and visitor center showcasing the history, aircraft, and life-saving work of Australia’s iconic outback medical aviation service.
  • C. Royal Flying Doctor Service Alice Springs Tourist Facility
    The Royal Flying Doctor Service Alice Springs Tourist Facility is a museum and visitor attraction in Alice Springs, Australia, showcasing the history and operations of the Royal Flying Doctor Service in remote outback communities.
  • D. Queensland Ambulance Service
    The Queensland Ambulance Service is the state-wide emergency medical and pre-hospital care provider for Queensland, Australia, delivering paramedic services and patient transport.
  • E. Scottish Air Ambulance
    The Scottish Air Ambulance is an emergency medical aviation service that provides rapid helicopter and fixed-wing transport and critical care support across Scotland, including its remote and rural areas.
  • 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: Royal Flying Doctor Service of Australia
Triple: [Royal Flying Doctor Service museum, focusesOn, Royal Flying Doctor Service of Australia]
Generated description
The Royal Flying Doctor Service of Australia is a pioneering aeromedical organization that delivers emergency and primary healthcare to people living in remote and rural regions across the Australian outback.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Flying Doctor Service of Australia
Target entity description: The Royal Flying Doctor Service of Australia is a pioneering aeromedical organization that delivers emergency and primary healthcare to people living in remote and rural regions across the Australian outback.
  • A. Royal Australian Air Force medical services
    The Royal Australian Air Force medical services are the health and medical support branch of the RAAF, responsible for providing clinical care, aeromedical evacuation, and health protection to Air Force personnel in both peacetime and operational deployments.
  • B. Royal Flying Doctor Service museum
    The Royal Flying Doctor Service museum in Alice Springs is a heritage and visitor center showcasing the history, aircraft, and life-saving work of Australia’s iconic outback medical aviation service.
  • C. Royal Flying Doctor Service Alice Springs Tourist Facility
    The Royal Flying Doctor Service Alice Springs Tourist Facility is a museum and visitor attraction in Alice Springs, Australia, showcasing the history and operations of the Royal Flying Doctor Service in remote outback communities.
  • D. Queensland Ambulance Service
    The Queensland Ambulance Service is the state-wide emergency medical and pre-hospital care provider for Queensland, Australia, delivering paramedic services and patient transport.
  • E. Scottish Air Ambulance
    The Scottish Air Ambulance is an emergency medical aviation service that provides rapid helicopter and fixed-wing transport and critical care support across Scotland, including its remote and rural areas.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c55a5a881909c0eea2d83c00f49 completed April 10, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e5289608190bded58513316b1e5 completed May 2, 2026, 3:54 p.m.
NEDg Description generation batch_69f61f5b107c819082094791fcf7c5f4 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62009766c8190985fafe9ba53ae7b completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:50 p.m.