Triple
T3712524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maroochydore |
E81447
|
entity |
| Predicate | hasHospitalNearby |
P5648
|
FINISHED |
| Object |
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.
|
E382283
|
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: Sunshine Coast University Hospital | Statement: [Maroochydore, hasHospitalNearby, Sunshine Coast University Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunshine Coast University Hospital Context triple: [Maroochydore, hasHospitalNearby, Sunshine Coast University Hospital]
-
A.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
-
B.
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.
-
C.
Wyong Hospital
Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
-
D.
Gold Coast Private Hospital
Gold Coast Private Hospital is a major private healthcare facility on Queensland’s Gold Coast, offering a wide range of specialist medical and surgical services.
-
E.
Wollongong Hospital
Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
- 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: Sunshine Coast University Hospital Triple: [Maroochydore, hasHospitalNearby, Sunshine Coast University Hospital]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sunshine Coast University Hospital Target entity description: 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.
-
A.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
-
B.
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.
-
C.
Wyong Hospital
Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
-
D.
Gold Coast Private Hospital
Gold Coast Private Hospital is a major private healthcare facility on Queensland’s Gold Coast, offering a wide range of specialist medical and surgical services.
-
E.
Wollongong Hospital
Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
- 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_69ad8b1a81588190b3f27a5483bb610e |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc9cbc5648190936f93868086167e |
completed | March 8, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce0834288190b16cf49477dc2ed9 |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cfb49b748190a49435c46540f0c7 |
completed | March 14, 2026, 3:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d06e34408190a0dc77b82e4fe308 |
completed | March 14, 2026, 3:05 a.m. |
Created at: March 8, 2026, 3:33 p.m.