Triple
T4644440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muswellbrook Hospital |
E101729
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
health services network of New South Wales
The health services network of New South Wales is the statewide public healthcare system that coordinates hospitals, community health centers, and related medical services across New South Wales, Australia.
|
E70599
|
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: health services network of New South Wales | Statement: [Muswellbrook Hospital, partOf, health services network of New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: health services network of New South Wales Context triple: [Muswellbrook Hospital, partOf, health services network of New South Wales]
-
A.
New South Wales Ministry of Health
The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
-
B.
HealthShare NSW
HealthShare NSW is a statewide organization that provides shared corporate, clinical support, and supply chain services to public health agencies across New South Wales, Australia.
-
C.
Sydney Local Health District
Sydney Local Health District is a public health authority in New South Wales responsible for managing hospitals and healthcare services in central and inner Sydney.
-
D.
Ambulance Service of New South Wales
The Ambulance Service of New South Wales is the statutory emergency medical service responsible for providing pre-hospital care and patient transport across the Australian state of New South Wales.
-
E.
NSW Health Pathology
NSW Health Pathology is the statewide public pathology and forensic medicine service for New South Wales, providing diagnostic testing, screening, and specialist laboratory services across the health system.
- 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: health services network of New South Wales Triple: [Muswellbrook Hospital, partOf, health services network of New South Wales]
Generated description
The health services network of New South Wales is the statewide public healthcare system that coordinates hospitals, community health centers, and related medical services across New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: health services network of New South Wales Target entity description: The health services network of New South Wales is the statewide public healthcare system that coordinates hospitals, community health centers, and related medical services across New South Wales, Australia.
-
A.
New South Wales Ministry of Health
chosen
The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
-
B.
HealthShare NSW
HealthShare NSW is a statewide organization that provides shared corporate, clinical support, and supply chain services to public health agencies across New South Wales, Australia.
-
C.
Sydney Local Health District
Sydney Local Health District is a public health authority in New South Wales responsible for managing hospitals and healthcare services in central and inner Sydney.
-
D.
Ambulance Service of New South Wales
The Ambulance Service of New South Wales is the statutory emergency medical service responsible for providing pre-hospital care and patient transport across the Australian state of New South Wales.
-
E.
NSW Health Pathology
NSW Health Pathology is the statewide public pathology and forensic medicine service for New South Wales, providing diagnostic testing, screening, and specialist laboratory services across the health system.
- F. None of above.
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_69bd43d3bc7c81908f81fcf380476b0f |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6236e5488190a0ed6991c65c0a74 |
completed | March 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfadc5dc081908d56a49895105efb |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfc6751988190917ec53a8e2e27ec |
completed | March 21, 2026, 2:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be009e6c488190b18e1b2b4b34ecef |
completed | March 21, 2026, 2:21 a.m. |
Created at: March 20, 2026, 1:14 p.m.