Triple
T17308172
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Cook University College of Medicine and Dentistry |
E420217
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
James Cook University teaching hospitals network
The James Cook University teaching hospitals network is a group of partner hospitals in northern Australia that provide clinical training and research opportunities for students and staff of James Cook University’s medical and dental programs.
|
E420217
|
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: James Cook University teaching hospitals network | Statement: [James Cook University College of Medicine and Dentistry, affiliation, James Cook University teaching hospitals network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Cook University teaching hospitals network Context triple: [James Cook University College of Medicine and Dentistry, affiliation, James Cook University teaching hospitals network]
-
A.
James Cook University College of Medicine and Dentistry
James Cook University College of Medicine and Dentistry is a medical and dental school in northern Queensland, Australia, focused on training health professionals for regional, rural, and remote communities.
-
B.
James Cook University Hospital
James Cook University Hospital is a major teaching and research hospital in Middlesbrough, England, serving as a key regional centre for specialist medical services.
-
C.
Sunshine Coast University Hospital
Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
-
D.
Griffith University School of Medicine
Griffith University School of Medicine is a major Australian medical school based in Queensland, known for its research-focused medical education and clinical training partnerships, including with Gold Coast University Hospital.
-
E.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, 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: James Cook University teaching hospitals network Triple: [James Cook University College of Medicine and Dentistry, affiliation, James Cook University teaching hospitals network]
Generated description
The James Cook University teaching hospitals network is a group of partner hospitals in northern Australia that provide clinical training and research opportunities for students and staff of James Cook University’s medical and dental programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Cook University teaching hospitals network Target entity description: The James Cook University teaching hospitals network is a group of partner hospitals in northern Australia that provide clinical training and research opportunities for students and staff of James Cook University’s medical and dental programs.
-
A.
James Cook University College of Medicine and Dentistry
chosen
James Cook University College of Medicine and Dentistry is a medical and dental school in northern Queensland, Australia, focused on training health professionals for regional, rural, and remote communities.
-
B.
James Cook University Hospital
James Cook University Hospital is a major teaching and research hospital in Middlesbrough, England, serving as a key regional centre for specialist medical services.
-
C.
Sunshine Coast University Hospital
Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
-
D.
Griffith University School of Medicine
Griffith University School of Medicine is a major Australian medical school based in Queensland, known for its research-focused medical education and clinical training partnerships, including with Gold Coast University Hospital.
-
E.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
- F. None of above.
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_69d889d22b848190a4663d0b8f8f76e7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43900eca88190930af0e4ec4fc0f9 |
completed | April 19, 2026, 2:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c440c58819084792fcd6b7a7a79 |
completed | May 11, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a018d9651a48190b8a465741bb5b549 |
completed | May 11, 2026, 8:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a018eb4aed881908bf0f6837f373d04 |
completed | May 11, 2026, 8:09 a.m. |
Created at: April 10, 2026, 5:43 a.m.