Triple
T14322912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gold Coast University Hospital |
E355135
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Gold Coast Health and Knowledge Precinct
Gold Coast Health and Knowledge Precinct is a major Australian hub for health, education, and research on the Gold Coast, integrating hospitals, universities, and innovation-focused facilities.
|
E1093744
|
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: Gold Coast Health and Knowledge Precinct | Statement: [Gold Coast University Hospital, partOf, Gold Coast Health and Knowledge Precinct]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gold Coast Health and Knowledge Precinct Context triple: [Gold Coast University Hospital, partOf, Gold Coast Health and Knowledge Precinct]
-
A.
Melbourne Biomedical Precinct
The Melbourne Biomedical Precinct is a major Australian hub for medical research, education, and clinical care, bringing together leading hospitals, universities, and research institutes in inner-city Melbourne.
-
B.
Adelaide BioMed City precinct
Adelaide BioMed City precinct is a major health and biomedical research hub in Adelaide that co-locates hospitals, universities, and research institutes to drive medical innovation and education.
-
C.
Herston Health Precinct
Herston Health Precinct is a major Brisbane medical and research hub that co-locates hospitals, universities, and health institutes to deliver clinical care, education, and biomedical innovation.
-
D.
Darwin Waterfront Precinct
Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
-
E.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, 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: Gold Coast Health and Knowledge Precinct Triple: [Gold Coast University Hospital, partOf, Gold Coast Health and Knowledge Precinct]
Generated description
Gold Coast Health and Knowledge Precinct is a major Australian hub for health, education, and research on the Gold Coast, integrating hospitals, universities, and innovation-focused facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gold Coast Health and Knowledge Precinct Target entity description: Gold Coast Health and Knowledge Precinct is a major Australian hub for health, education, and research on the Gold Coast, integrating hospitals, universities, and innovation-focused facilities.
-
A.
Melbourne Biomedical Precinct
The Melbourne Biomedical Precinct is a major Australian hub for medical research, education, and clinical care, bringing together leading hospitals, universities, and research institutes in inner-city Melbourne.
-
B.
Adelaide BioMed City precinct
Adelaide BioMed City precinct is a major health and biomedical research hub in Adelaide that co-locates hospitals, universities, and research institutes to drive medical innovation and education.
-
C.
Herston Health Precinct
Herston Health Precinct is a major Brisbane medical and research hub that co-locates hospitals, universities, and health institutes to deliver clinical care, education, and biomedical innovation.
-
D.
Darwin Waterfront Precinct
Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
-
E.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, 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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de883d1de88190a1e2bf2f1b692197 |
completed | April 14, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd468e263c81909d7261bcfd949579 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd4811e2808190b559d8348079ae8f |
completed | May 8, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd48d827488190b4a494d4da64ba51 |
completed | May 8, 2026, 2:22 a.m. |
Created at: April 10, 2026, 1:13 a.m.