Triple
T3704335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elizabeth, South Australia |
E80853
|
entity |
| Predicate | healthFacility |
P10262
|
FINISHED |
| Object |
Lyell McEwin Hospital (nearby in Elizabeth Vale)
Lyell McEwin Hospital is a major public teaching hospital in Adelaide’s northern suburbs, providing a wide range of acute and specialist health services to the surrounding community.
|
E382989
|
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: Lyell McEwin Hospital (nearby in Elizabeth Vale) | Statement: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lyell McEwin Hospital (nearby in Elizabeth Vale) Context triple: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
-
A.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
-
B.
St Helier Hospital (nearby, serving Carshalton area)
St Helier Hospital is a major NHS district general hospital in southwest London providing a wide range of acute and specialist healthcare services to Carshalton and surrounding communities.
-
C.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
D.
Cessnock District Hospital
Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
-
E.
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.
- 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: Lyell McEwin Hospital (nearby in Elizabeth Vale) Triple: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
Generated description
Lyell McEwin Hospital is a major public teaching hospital in Adelaide’s northern suburbs, providing a wide range of acute and specialist health services to the surrounding community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lyell McEwin Hospital (nearby in Elizabeth Vale) Target entity description: Lyell McEwin Hospital is a major public teaching hospital in Adelaide’s northern suburbs, providing a wide range of acute and specialist health services to the surrounding community.
-
A.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
-
B.
St Helier Hospital (nearby, serving Carshalton area)
St Helier Hospital is a major NHS district general hospital in southwest London providing a wide range of acute and specialist healthcare services to Carshalton and surrounding communities.
-
C.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
D.
Cessnock District Hospital
Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: healthFacility Context triple: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
-
A.
healthSystem
Indicates a relationship where an entity functions as, belongs to, or is managed within a particular health care system or network.
-
B.
hasMedicalCenter
chosen
Indicates that an entity possesses, hosts, or is associated with a medical center facility.
-
C.
majorHospital
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.
-
D.
homeFacilityName
Indicates the name of the primary facility or location that serves as the entity’s designated home base.
-
E.
isPublicHospital
Indicates that a hospital is owned, funded, or operated by a government or public authority rather than by private entities.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc54aaac88190b775dba2513b6d4a |
completed | March 8, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cdfada708190ba6ae04bad52bb2b |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4d2be3be4819082c9627099b78e32 |
completed | March 14, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d395336881908a942dd408560a81 |
completed | March 14, 2026, 3:18 a.m. |
| PD | Predicate disambiguation | batch_69adc041a8608190a2d543dab6d2ef6c |
completed | March 8, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:33 p.m.