Triple
T5601355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamaga |
E147126
|
entity |
| Predicate | primaryHealthcareFacility |
P10262
|
FINISHED |
| Object |
Bamaga Hospital
Bamaga Hospital is a small regional healthcare facility serving the remote community of Bamaga and surrounding areas in far north Queensland, Australia.
|
E533705
|
NE FINISHED |
How this triple was built (5 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: Bamaga Hospital | Statement: [Bamaga, primaryHealthcareFacility, Bamaga Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamaga Hospital Context triple: [Bamaga, primaryHealthcareFacility, Bamaga Hospital]
-
A.
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.
-
B.
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.
-
C.
Mossman Hospital
Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, Australia.
-
D.
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.
-
E.
Macksville District Hospital
Macksville District Hospital is a public healthcare facility serving the medical and emergency needs of the Macksville community and surrounding region in 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: Bamaga Hospital Triple: [Bamaga, primaryHealthcareFacility, Bamaga Hospital]
Generated description
Bamaga Hospital is a small regional healthcare facility serving the remote community of Bamaga and surrounding areas in far north Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamaga Hospital Target entity description: Bamaga Hospital is a small regional healthcare facility serving the remote community of Bamaga and surrounding areas in far north Queensland, Australia.
-
A.
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.
-
B.
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.
-
C.
Mossman Hospital
Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, Australia.
-
D.
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.
-
E.
Macksville District Hospital
Macksville District Hospital is a public healthcare facility serving the medical and emergency needs of the Macksville community and surrounding region in New South Wales, Australia.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryHealthcareFacility Context triple: [Bamaga, primaryHealthcareFacility, Bamaga Hospital]
-
A.
practiceFacility
Indicates that a location serves as a facility where individuals or groups regularly practice a particular activity, skill, or sport.
-
B.
healthSystem
Indicates a relationship where an entity functions as, belongs to, or is managed within a particular health care system or network.
-
C.
hasMedicalCenter
chosen
Indicates that an entity possesses, hosts, or is associated with a medical center facility.
-
D.
isPrimaryFacilityFor
Indicates that one facility serves as the main or principal location responsible for supporting or serving a particular entity or operation.
-
E.
hospitalFunction
Indicates the specific medical or administrative role, service, or operational purpose that a hospital performs.
- F. None of above.
Provenance (6 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_69c009043d648190a7af89698ccf1e3e |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020da519c81908626b243e40db263 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c02873b1dc8190b11a6c069f3e4f7e |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c035f54f6c8190badbfd800012c399 |
completed | March 22, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c036f0edb48190bfa74f7f2c9d9ab1 |
completed | March 22, 2026, 6:37 p.m. |
| PD | Predicate disambiguation | batch_69c01b1890ec8190b9e6fa488792e4d4 |
completed | March 22, 2026, 4:38 p.m. |
Created at: March 22, 2026, 3:39 p.m.