Triple
T14299750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proserpine |
E354530
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Proserpine Hospital
Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
|
E1092009
|
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: Proserpine Hospital | Statement: [Proserpine, hasHospital, Proserpine Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proserpine Hospital Context triple: [Proserpine, hasHospital, Proserpine Hospital]
-
A.
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.
-
B.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
C.
Frankston Hospital
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
-
D.
Gosford Hospital
Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
-
E.
Kandos Hospital
Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and 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: Proserpine Hospital Triple: [Proserpine, hasHospital, Proserpine Hospital]
Generated description
Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proserpine Hospital Target entity description: Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
-
A.
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.
-
B.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
-
C.
Frankston Hospital
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
-
D.
Gosford Hospital
Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
-
E.
Kandos Hospital
Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and surrounding region.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717e246c819083e67ac2b3b77881 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2697648190beade47df424a9e5 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd41335b308190b1d49b214d5206a1 |
completed | May 8, 2026, 1:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd41fcd8b08190802e54e1c18b58e2 |
completed | May 8, 2026, 1:53 a.m. |
Created at: April 10, 2026, 1:11 a.m.