Triple
T16777355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doomadgee |
E407760
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Doomadgee Hospital
Doomadgee Hospital is a small regional healthcare facility providing medical and emergency services to the remote Aboriginal community of Doomadgee in northwest Queensland, Australia.
|
E1233487
|
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: Doomadgee Hospital | Statement: [Doomadgee, hasFacility, Doomadgee Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doomadgee Hospital Context triple: [Doomadgee, hasFacility, Doomadgee Hospital]
-
A.
Narrabri Hospital
Narrabri Hospital is a public healthcare facility serving the medical and emergency needs of the Narrabri community and surrounding region in New South Wales, Australia.
-
B.
Gilgandra Hospital
Gilgandra Hospital is a small regional public hospital serving the healthcare needs of the Gilgandra community in New South Wales, Australia.
-
C.
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.
-
D.
Mount Isa Hospital
Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
-
E.
Gympie Hospital
Gympie Hospital is a public healthcare facility in Gympie, Queensland, Australia, providing medical and emergency services to the local 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: Doomadgee Hospital Triple: [Doomadgee, hasFacility, Doomadgee Hospital]
Generated description
Doomadgee Hospital is a small regional healthcare facility providing medical and emergency services to the remote Aboriginal community of Doomadgee in northwest Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doomadgee Hospital Target entity description: Doomadgee Hospital is a small regional healthcare facility providing medical and emergency services to the remote Aboriginal community of Doomadgee in northwest Queensland, Australia.
-
A.
Narrabri Hospital
Narrabri Hospital is a public healthcare facility serving the medical and emergency needs of the Narrabri community and surrounding region in New South Wales, Australia.
-
B.
Gilgandra Hospital
Gilgandra Hospital is a small regional public hospital serving the healthcare needs of the Gilgandra community in New South Wales, Australia.
-
C.
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.
-
D.
Mount Isa Hospital
Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
-
E.
Gympie Hospital
Gympie Hospital is a public healthcare facility in Gympie, Queensland, Australia, providing medical and emergency services to the local 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b212fc248190a8fe1124853bf16d |
completed | April 18, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00aafe1f8081909b9540aca6e7b9b7 |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00ac0e10648190803bf962a4677104 |
completed | May 10, 2026, 4:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00acc3a9dc819087e07e539760bf34 |
completed | May 10, 2026, 4:05 p.m. |
Created at: April 10, 2026, 5:22 a.m.