Triple
T21626083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamaga Hospital |
E533705
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Torres and Cape Hospital and Health Service
Torres and Cape Hospital and Health Service is a Queensland government health service responsible for delivering public healthcare across the Torres Strait, Northern Peninsula Area, and Cape York regions of Australia.
|
E1494598
|
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: Torres and Cape Hospital and Health Service | Statement: [Bamaga Hospital, operatedBy, Torres and Cape Hospital and Health Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Torres and Cape Hospital and Health Service Context triple: [Bamaga Hospital, operatedBy, Torres and Cape Hospital and Health Service]
-
A.
Shellharbour Hospital
Shellharbour Hospital is a public healthcare facility in New South Wales, Australia, providing a range of acute and community health services to the local region.
-
B.
Whyalla Hospital and Health Service
Whyalla Hospital and Health Service is a regional public healthcare facility in Whyalla, South Australia, providing acute, emergency, and community health services to the local and surrounding communities.
-
C.
Waratah Private Hospital
Waratah Private Hospital is a modern private healthcare facility located in Hurstville, a suburb in southern Sydney, Australia.
-
D.
Moorabbin Hospital
Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
-
E.
Flinders Medical Centre
Flinders Medical Centre is a major public teaching hospital and tertiary referral center located in Bedford Park, South 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: Torres and Cape Hospital and Health Service Triple: [Bamaga Hospital, operatedBy, Torres and Cape Hospital and Health Service]
Generated description
Torres and Cape Hospital and Health Service is a Queensland government health service responsible for delivering public healthcare across the Torres Strait, Northern Peninsula Area, and Cape York regions of Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Torres and Cape Hospital and Health Service Target entity description: Torres and Cape Hospital and Health Service is a Queensland government health service responsible for delivering public healthcare across the Torres Strait, Northern Peninsula Area, and Cape York regions of Australia.
-
A.
Shellharbour Hospital
Shellharbour Hospital is a public healthcare facility in New South Wales, Australia, providing a range of acute and community health services to the local region.
-
B.
Whyalla Hospital and Health Service
Whyalla Hospital and Health Service is a regional public healthcare facility in Whyalla, South Australia, providing acute, emergency, and community health services to the local and surrounding communities.
-
C.
Waratah Private Hospital
Waratah Private Hospital is a modern private healthcare facility located in Hurstville, a suburb in southern Sydney, Australia.
-
D.
Moorabbin Hospital
Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
-
E.
Flinders Medical Centre
Flinders Medical Centre is a major public teaching hospital and tertiary referral center located in Bedford Park, South 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef52131f2c8190b9966adf43a0fe4f |
completed | April 27, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f92ff3881908f6319ef93abf078 |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a10106ab4819096045effbbdfe95e |
completed | May 17, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a10c8c5bc8190add0ee63eb338964 |
completed | May 17, 2026, 7:02 p.m. |
Created at: April 16, 2026, 6:34 p.m.