Triple
T19410555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter New England Local Health District |
E485574
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object | Tamworth Rural Referral Hospital |
—
|
NE NERFINISHED |
How this triple was built (3 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: Tamworth Rural Referral Hospital | Statement: [Hunter New England Local Health District, hasFacility, Tamworth Rural Referral Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamworth Rural Referral Hospital Context triple: [Hunter New England Local Health District, hasFacility, Tamworth Rural Referral Hospital]
-
A.
Narrabri Hospital
Narrabri Hospital is a public healthcare facility serving the medical and emergency needs of the Narrabri community and surrounding region in New South Wales, Australia.
-
B.
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.
-
C.
Inverell District Hospital
Inverell District Hospital is a public healthcare facility serving the medical and emergency needs of the Inverell community and surrounding region in New South Wales, Australia.
-
D.
Proserpine Hospital
Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
-
E.
Gilgandra Hospital
Gilgandra Hospital is a small regional public hospital serving the healthcare needs of the Gilgandra community in New South Wales, Australia.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamworth Rural Referral Hospital Target entity description: Tamworth Rural Referral Hospital is a major regional public hospital in Tamworth, New South Wales, providing a wide range of acute and specialist health services to communities across northern New South Wales.
-
A.
Narrabri Hospital
Narrabri Hospital is a public healthcare facility serving the medical and emergency needs of the Narrabri community and surrounding region in New South Wales, Australia.
-
B.
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.
-
C.
Inverell District Hospital
Inverell District Hospital is a public healthcare facility serving the medical and emergency needs of the Inverell community and surrounding region in New South Wales, Australia.
-
D.
Proserpine Hospital
Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
-
E.
Gilgandra Hospital
Gilgandra Hospital is a small regional public hospital serving the healthcare needs of the Gilgandra community in New South Wales, Australia.
- F. None of above. chosen
Provenance (2 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62af4cc0c81909056b5e2ee574ab1 |
completed | April 20, 2026, 1:32 p.m. |
Created at: April 10, 2026, 1:37 p.m.