Triple
T3534248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wollongong Hospital |
E74731
|
entity |
| Predicate | isOneOfLargestHospitalsIn |
P37248
|
FINISHED |
| Object |
Illawarra Shoalhaven Local Health District
Illawarra Shoalhaven Local Health District is a New South Wales public health network that oversees hospital and healthcare services for communities across the Illawarra and Shoalhaven regions, including major facilities such as Wollongong Hospital.
|
E369591
|
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: Illawarra Shoalhaven Local Health District | Statement: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Illawarra Shoalhaven Local Health District Context triple: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
-
A.
Wingecarribee Shire
Wingecarribee Shire is a local government area in the Southern Highlands region of New South Wales, Australia, known for its rural landscapes, historic towns, and cool-climate attractions.
-
B.
Noosa Shire
Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
-
C.
Wentworth Shire
Wentworth Shire is a local government area in far south-western New South Wales, Australia, known for its rural communities and the historic river town of Wentworth at the junction of the Murray and Darling rivers.
-
D.
Shoalhaven region
The Shoalhaven region is a coastal area of New South Wales, Australia, known for its beaches, rivers, national parks, and tourism-focused towns.
-
E.
Byron Shire
Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
- 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: Illawarra Shoalhaven Local Health District Triple: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
Generated description
Illawarra Shoalhaven Local Health District is a New South Wales public health network that oversees hospital and healthcare services for communities across the Illawarra and Shoalhaven regions, including major facilities such as Wollongong Hospital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Illawarra Shoalhaven Local Health District Target entity description: Illawarra Shoalhaven Local Health District is a New South Wales public health network that oversees hospital and healthcare services for communities across the Illawarra and Shoalhaven regions, including major facilities such as Wollongong Hospital.
-
A.
Wingecarribee Shire
Wingecarribee Shire is a local government area in the Southern Highlands region of New South Wales, Australia, known for its rural landscapes, historic towns, and cool-climate attractions.
-
B.
Noosa Shire
Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
-
C.
Wentworth Shire
Wentworth Shire is a local government area in far south-western New South Wales, Australia, known for its rural communities and the historic river town of Wentworth at the junction of the Murray and Darling rivers.
-
D.
Shoalhaven region
The Shoalhaven region is a coastal area of New South Wales, Australia, known for its beaches, rivers, national parks, and tourism-focused towns.
-
E.
Byron Shire
Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isOneOfLargestHospitalsIn Context triple: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
-
A.
majorHospital
chosen
Indicates that a hospital holds a primary or leading status within a healthcare system or region, typically due to its size, capacity, or range of services.
-
B.
servesAsPrimaryTeachingHospitalFor
Indicates that one institution functions as the main clinical training and teaching site for another institution, typically a medical school or academic program.
-
C.
hasHospitalType
Indicates that a hospital is classified as belonging to a specific type or category (e.g., general, specialized, teaching).
-
D.
isPublicHospital
Indicates that a hospital is owned, funded, or operated by a government or public authority rather than by private entities.
-
E.
isTeachingHospitalFor
Indicates that one institution serves as a clinical training site or educational facility for another, typically a medical school or health education program.
- 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_69ad85d1a3948190931fd1ea1f49717b |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc9cff5c81909011f34c9bf28e11 |
completed | March 8, 2026, 6:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bb87c3748190bce62e86fcdfa380 |
completed | March 13, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69b3bc556d2881908867daf93b509d74 |
completed | March 13, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f5a60fa08190acbb7257b515369a |
completed | March 13, 2026, 11:31 a.m. |
| PD | Predicate disambiguation | batch_69adae13ab808190a5d6ecdc7543445e |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:19 p.m.