Triple
T13406936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nambour General Hospital |
E319983
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Queensland public hospital network |
E334179
|
NE FINISHED |
How this triple was built (2 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 public hospital network | Statement: [Nambour General Hospital, partOf, Queensland public hospital network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queensland public hospital network Context triple: [Nambour General Hospital, partOf, Queensland public hospital network]
-
A.
Sunshine Coast University Hospital
Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
-
B.
Queensland Department of Health
chosen
The Queensland Department of Health is the state government agency responsible for overseeing public health services, hospitals, and health policy across Queensland, Australia.
-
C.
Royal Brisbane and Women’s Hospital
Royal Brisbane and Women’s Hospital is a major public teaching and tertiary referral hospital in Brisbane, Queensland, known for providing comprehensive adult and women’s health services.
-
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.
Nhulunbuy Regional Hospital
Nhulunbuy Regional Hospital is a public healthcare facility providing medical and emergency services to the community of Nhulunbuy and the surrounding East Arnhem region in Australia's Northern Territory.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806b943cc8190b6af624d385d7e12 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbae4be498819094798473a1bfd853 |
completed | April 12, 2026, 2:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7307ad4448190b4fb99abcc00430b |
completed | May 3, 2026, 11:24 a.m. |
Created at: April 9, 2026, 9:35 p.m.