Triple
T12396926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Darwin Hospital |
E296139
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Top End Health Service
Top End Health Service is a regional public health authority in Australia's Northern Territory responsible for managing major hospitals and healthcare services in the Top End region.
|
E982434
|
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: Top End Health Service | Statement: [Royal Darwin Hospital, operatedBy, Top End Health Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Top End Health Service Context triple: [Royal Darwin Hospital, operatedBy, Top End Health Service]
-
A.
Nhulunbuy Regional Hospital
Nhulunbuy Regional Hospital is a public healthcare facility providing medical and emergency services to the community of Nhulunbuy and the surrounding East Arnhem region in Australia's Northern Territory.
-
B.
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.
-
C.
Koori community health services
Koori community health services are culturally specific healthcare and support organizations that provide medical, social, and wellbeing services tailored to the needs of Aboriginal Koori communities in Australia.
-
D.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
E.
Northern NSW Local Health District
Northern NSW Local Health District is a regional public health organization in New South Wales, Australia, responsible for managing hospitals and health services across the state's northern areas.
- 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: Top End Health Service Triple: [Royal Darwin Hospital, operatedBy, Top End Health Service]
Generated description
Top End Health Service is a regional public health authority in Australia's Northern Territory responsible for managing major hospitals and healthcare services in the Top End region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Top End Health Service Target entity description: Top End Health Service is a regional public health authority in Australia's Northern Territory responsible for managing major hospitals and healthcare services in the Top End region.
-
A.
Nhulunbuy Regional Hospital
Nhulunbuy Regional Hospital is a public healthcare facility providing medical and emergency services to the community of Nhulunbuy and the surrounding East Arnhem region in Australia's Northern Territory.
-
B.
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.
-
C.
Koori community health services
Koori community health services are culturally specific healthcare and support organizations that provide medical, social, and wellbeing services tailored to the needs of Aboriginal Koori communities in Australia.
-
D.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
E.
Northern NSW Local Health District
Northern NSW Local Health District is a regional public health organization in New South Wales, Australia, responsible for managing hospitals and health services across the state's northern areas.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fd33f048190b205fd21dc513f6a |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63480a8bc8190885130f63a3ec761 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f638cbb6dc8190a80ffe3430337855 |
completed | May 2, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6397a3458819095b94ae7f9d5f106 |
completed | May 2, 2026, 5:50 p.m. |
Created at: April 8, 2026, 9:54 p.m.