Triple
T4991688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macksville |
E112144
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
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.
|
E485439
|
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: Macksville District Hospital | Statement: [Macksville, hasHospital, Macksville District Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macksville District Hospital Context triple: [Macksville, hasHospital, Macksville District Hospital]
-
A.
Kempsey District Hospital
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, 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.
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.
-
D.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
E.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas 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: Macksville District Hospital Triple: [Macksville, hasHospital, Macksville District Hospital]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macksville District Hospital Target entity description: 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.
-
A.
Kempsey District Hospital
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, 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.
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.
-
D.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
E.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in 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_69bd441be7bc8190b530362d427b97d2 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd729bb45081908d85891a9d9f4b71 |
completed | March 20, 2026, 4:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a282dd08190a29b92e8e825a3bb |
completed | March 21, 2026, 12:08 p.m. |
| NEDg | Description generation | batch_69be8d747c40819098ac5d475d60ab46 |
completed | March 21, 2026, 12:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8df7ab9c8190b1af6e32f0f33b30 |
completed | March 21, 2026, 12:24 p.m. |
Created at: March 20, 2026, 1:34 p.m.