Triple
T3179956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Queensland Government |
E66558
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
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.
|
E334185
|
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 Ambulance Service | Statement: [Queensland Government, hasAgency, Queensland Ambulance Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queensland Ambulance Service Context triple: [Queensland Government, hasAgency, Queensland Ambulance Service]
-
A.
Nambour General Hospital
Nambour General Hospital is a major public healthcare facility in Nambour, Queensland, providing a wide range of medical and surgical services to the Sunshine Coast region.
-
B.
Mount Isa Hospital
Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
-
C.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
D.
Mossman Hospital
Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, Australia.
-
E.
Lismore Base Hospital
Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
- 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 Ambulance Service Triple: [Queensland Government, hasAgency, Queensland Ambulance Service]
Generated description
The Queensland Ambulance Service is the state-wide emergency medical and pre-hospital care provider for Queensland, Australia, delivering paramedic services and patient transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Queensland Ambulance Service Target entity description: The Queensland Ambulance Service is the state-wide emergency medical and pre-hospital care provider for Queensland, Australia, delivering paramedic services and patient transport.
-
A.
Nambour General Hospital
Nambour General Hospital is a major public healthcare facility in Nambour, Queensland, providing a wide range of medical and surgical services to the Sunshine Coast region.
-
B.
Mount Isa Hospital
Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
-
C.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
D.
Mossman Hospital
Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, Australia.
-
E.
Lismore Base Hospital
Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
- 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.