Triple
T19410554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter New England Local Health District |
E485574
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Armidale Rural Referral Hospital
Armidale Rural Referral Hospital is a major public hospital in Armidale, New South Wales, providing specialist and referral health services to the surrounding rural region.
|
E1374090
|
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: Armidale Rural Referral Hospital | Statement: [Hunter New England Local Health District, hasFacility, Armidale Rural Referral Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Armidale Rural Referral Hospital Context triple: [Hunter New England Local Health District, hasFacility, Armidale Rural Referral Hospital]
-
A.
Macksville District Hospital
Macksville District Hospital is a public healthcare facility serving the medical and emergency needs of the Macksville community and surrounding region in New South Wales, Australia.
-
B.
Inverell District Hospital
Inverell District Hospital is a public healthcare facility serving the medical and emergency needs of the Inverell community and surrounding region in New South Wales, Australia.
-
C.
Kempsey District Hospital
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, Australia.
-
D.
Campbelltown Hospital
Campbelltown Hospital is a major public healthcare facility in Campbelltown, New South Wales, providing a wide range of acute, emergency, and specialist medical services to the surrounding region.
-
E.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, 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: Armidale Rural Referral Hospital Triple: [Hunter New England Local Health District, hasFacility, Armidale Rural Referral Hospital]
Generated description
Armidale Rural Referral Hospital is a major public hospital in Armidale, New South Wales, providing specialist and referral health services to the surrounding rural region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Armidale Rural Referral Hospital Target entity description: Armidale Rural Referral Hospital is a major public hospital in Armidale, New South Wales, providing specialist and referral health services to the surrounding rural region.
-
A.
Macksville District Hospital
Macksville District Hospital is a public healthcare facility serving the medical and emergency needs of the Macksville community and surrounding region in New South Wales, Australia.
-
B.
Inverell District Hospital
Inverell District Hospital is a public healthcare facility serving the medical and emergency needs of the Inverell community and surrounding region in New South Wales, Australia.
-
C.
Kempsey District Hospital
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, Australia.
-
D.
Campbelltown Hospital
Campbelltown Hospital is a major public healthcare facility in Campbelltown, New South Wales, providing a wide range of acute, emergency, and specialist medical services to the surrounding region.
-
E.
Deniliquin Hospital
Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, 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_69d8e8d5162481909db12435d9535c1a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62af4cc0c81909056b5e2ee574ab1 |
completed | April 20, 2026, 1:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b996ebc81908fe7c4ff930896ba |
completed | May 15, 2026, 2:20 p.m. |
| NEDg | Description generation | batch_6a072eb2d5b08190a0cafb1427cfd16d |
completed | May 15, 2026, 2:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072f6caef48190acb52960ebde9ace |
completed | May 15, 2026, 2:36 p.m. |
Created at: April 10, 2026, 1:37 p.m.