Triple
T19410550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter New England Local Health District |
E485574
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
John Hunter Hospital
John Hunter Hospital is a major tertiary referral and teaching hospital in Newcastle, New South Wales, Australia, providing comprehensive specialist and emergency healthcare services.
|
E1374087
|
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: John Hunter Hospital | Statement: [Hunter New England Local Health District, hasFacility, John Hunter Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hunter Hospital Context triple: [Hunter New England Local Health District, hasFacility, John Hunter Hospital]
-
A.
Austin Hospital
Austin Hospital is a major public teaching hospital in Melbourne, Australia, known for its clinical care, medical research, and role in training healthcare professionals.
-
B.
Western General Hospital
Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
-
C.
Heatherwood Hospital
Heatherwood Hospital is an NHS hospital in England that provides a range of acute and elective healthcare services to the local community.
-
D.
Jefferson Torresdale Hospital
Jefferson Torresdale Hospital is a community-based acute care hospital in the Torresdale section of Northeast Philadelphia that is part of the Jefferson Health system.
-
E.
Williamson Memorial Hospital
Williamson Memorial Hospital is a community healthcare facility serving residents of Williamson and the surrounding region in southern West Virginia.
- 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: John Hunter Hospital Triple: [Hunter New England Local Health District, hasFacility, John Hunter Hospital]
Generated description
John Hunter Hospital is a major tertiary referral and teaching hospital in Newcastle, New South Wales, Australia, providing comprehensive specialist and emergency healthcare services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Hunter Hospital Target entity description: John Hunter Hospital is a major tertiary referral and teaching hospital in Newcastle, New South Wales, Australia, providing comprehensive specialist and emergency healthcare services.
-
A.
Austin Hospital
Austin Hospital is a major public teaching hospital in Melbourne, Australia, known for its clinical care, medical research, and role in training healthcare professionals.
-
B.
Western General Hospital
Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
-
C.
Heatherwood Hospital
Heatherwood Hospital is an NHS hospital in England that provides a range of acute and elective healthcare services to the local community.
-
D.
Jefferson Torresdale Hospital
Jefferson Torresdale Hospital is a community-based acute care hospital in the Torresdale section of Northeast Philadelphia that is part of the Jefferson Health system.
-
E.
Williamson Memorial Hospital
Williamson Memorial Hospital is a community healthcare facility serving residents of Williamson and the surrounding region in southern West Virginia.
- 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.