Triple
T15585746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charleville |
E374615
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Royal Flying Doctor Service base
The Royal Flying Doctor Service base in Charleville is a key regional hub for providing emergency medical care and aeromedical services to remote and rural communities in outback Australia.
|
E1165734
|
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 base | Statement: [Charleville, knownFor, Royal Flying Doctor Service base]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Flying Doctor Service base Context triple: [Charleville, knownFor, Royal Flying Doctor Service base]
-
A.
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.
-
B.
Manning Base Hospital
Manning Base Hospital is a major public regional hospital serving Taree and the surrounding Mid North Coast area of New South Wales, Australia.
-
C.
Griffith Base Hospital
Griffith Base Hospital is a public regional hospital serving the healthcare needs of Griffith and surrounding communities in New South Wales, Australia.
-
D.
Grafton Base Hospital
Grafton Base Hospital is a public regional hospital serving the healthcare needs of Grafton and the surrounding Clarence Valley area in New South Wales, Australia.
-
E.
Butterworth Air Base
Butterworth Air Base is a major Royal Malaysian Air Force installation in Penang that serves as a key regional hub for multinational military cooperation and operations under the Five Power Defence Arrangements.
- 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 base Triple: [Charleville, knownFor, Royal Flying Doctor Service base]
Generated description
The Royal Flying Doctor Service base in Charleville is a key regional hub for providing emergency medical care and aeromedical services to remote and rural communities in outback Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Flying Doctor Service base Target entity description: The Royal Flying Doctor Service base in Charleville is a key regional hub for providing emergency medical care and aeromedical services to remote and rural communities in outback Australia.
-
A.
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.
-
B.
Manning Base Hospital
Manning Base Hospital is a major public regional hospital serving Taree and the surrounding Mid North Coast area of New South Wales, Australia.
-
C.
Griffith Base Hospital
Griffith Base Hospital is a public regional hospital serving the healthcare needs of Griffith and surrounding communities in New South Wales, Australia.
-
D.
Grafton Base Hospital
Grafton Base Hospital is a public regional hospital serving the healthcare needs of Grafton and the surrounding Clarence Valley area in New South Wales, Australia.
-
E.
Butterworth Air Base
Butterworth Air Base is a major Royal Malaysian Air Force installation in Penang that serves as a key regional hub for multinational military cooperation and operations under the Five Power Defence Arrangements.
- 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_69d85ccd575081908909b71a3f3e3a61 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e4900408190aadb48b001db4169 |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c5166d88190ab14c7779e3e8e1f |
completed | May 9, 2026, 3:01 p.m. |
| NEDg | Description generation | batch_69ff50183f608190811cbff769cdd110 |
completed | May 9, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff52eedbc08190be2f62326b00c8c7 |
completed | May 9, 2026, 3:29 p.m. |
Created at: April 10, 2026, 4:11 a.m.