Triple
T15429233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Illawarra Shoalhaven Local Health District |
E369591
|
entity |
| Predicate | majorFacility |
P105
|
FINISHED |
| Object |
Milton Ulladulla Hospital
Milton Ulladulla Hospital is a regional public hospital in New South Wales, Australia, providing acute and community health services to the Milton–Ulladulla and surrounding South Coast communities.
|
E1157366
|
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: Milton Ulladulla Hospital | Statement: [Illawarra Shoalhaven Local Health District, majorFacility, Milton Ulladulla Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton Ulladulla Hospital Context triple: [Illawarra Shoalhaven Local Health District, majorFacility, Milton Ulladulla Hospital]
-
A.
Wyong Hospital
Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
-
B.
Woy Woy Hospital
Woy Woy Hospital is a local public health facility serving the medical and emergency care needs of the Woy Woy community on the Central Coast of New South Wales, Australia.
-
C.
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.
-
D.
Gosford Hospital
Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
-
E.
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.
- 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: Milton Ulladulla Hospital Triple: [Illawarra Shoalhaven Local Health District, majorFacility, Milton Ulladulla Hospital]
Generated description
Milton Ulladulla Hospital is a regional public hospital in New South Wales, Australia, providing acute and community health services to the Milton–Ulladulla and surrounding South Coast communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton Ulladulla Hospital Target entity description: Milton Ulladulla Hospital is a regional public hospital in New South Wales, Australia, providing acute and community health services to the Milton–Ulladulla and surrounding South Coast communities.
-
A.
Wyong Hospital
Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
-
B.
Woy Woy Hospital
Woy Woy Hospital is a local public health facility serving the medical and emergency care needs of the Woy Woy community on the Central Coast of New South Wales, Australia.
-
C.
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.
-
D.
Gosford Hospital
Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
-
E.
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.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ec31f4881908b26ff7c381d7bc9 |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff21a3d1f481908f6795656514b2b4 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff2299ac9481909ad213ff5bb01db3 |
completed | May 9, 2026, 12:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2325e6a48190bee256ef8720ba8e |
completed | May 9, 2026, 12:05 p.m. |
Created at: April 10, 2026, 3:21 a.m.