Triple
T19410557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter New England Local Health District |
E485574
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object | Muswellbrook Hospital |
—
|
NE NERFINISHED |
How this triple was built (2 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: Muswellbrook Hospital | Statement: [Hunter New England Local Health District, hasFacility, Muswellbrook Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muswellbrook Hospital Context triple: [Hunter New England Local Health District, hasFacility, Muswellbrook Hospital]
-
A.
Muswellbrook Hospital
chosen
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
-
B.
Gladesville Hospital
Gladesville Hospital is a historic former psychiatric hospital in Gladesville, Sydney, known for its 19th-century architecture and role in New South Wales’ mental health care history.
-
C.
Balmain Hospital
Balmain Hospital is a public healthcare facility in Sydney, Australia, providing a range of medical and community health services.
-
D.
Leeton Hospital
Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, Australia.
-
E.
Blacktown Hospital
Blacktown Hospital is a major public healthcare facility in Blacktown, New South Wales, Australia, providing a wide range of acute and specialist medical services to the surrounding community.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.