Triple
T9140720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marton railway station |
E219317
|
entity |
| Predicate | nearbyPlace |
P2064
|
FINISHED |
| Object |
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.
|
E780661
|
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 Hospital | Statement: [Marton railway station, nearbyPlace, James Cook University Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Cook University Hospital Context triple: [Marton railway station, nearbyPlace, James Cook University Hospital]
-
A.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
-
B.
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.
-
C.
Sydney Hospital
Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
-
D.
Balgrist University Hospital
Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
-
E.
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.
- 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 Hospital Triple: [Marton railway station, nearbyPlace, James Cook University Hospital]
Generated description
James Cook University Hospital is a major teaching and research hospital in Middlesbrough, England, serving as a key regional centre for specialist medical services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Cook University Hospital Target entity description: James Cook University Hospital is a major teaching and research hospital in Middlesbrough, England, serving as a key regional centre for specialist medical services.
-
A.
Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
-
B.
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.
-
C.
Sydney Hospital
Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
-
D.
Balgrist University Hospital
Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
-
E.
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.
- 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_69ca83e012288190a5771058adbaabd2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8f2537881908956a9b0516e2d49 |
completed | April 1, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0480ee2f081908ed98844784e465c |
completed | April 3, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69d04935d4e88190acb4d65a2dc2bc8a |
completed | April 3, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049e6c4cc81909e08b5aaed9a88dc |
completed | April 3, 2026, 11:14 p.m. |
Created at: March 30, 2026, 7:19 p.m.