Triple
T14322915
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gold Coast University Hospital |
E355135
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Southport Hospital
Southport Hospital was a former public hospital on Queensland’s Gold Coast that served as the region’s main healthcare facility before being superseded by the larger, modern Gold Coast University Hospital.
|
E1093745
|
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: Southport Hospital | Statement: [Gold Coast University Hospital, replaced, Southport Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southport Hospital Context triple: [Gold Coast University Hospital, replaced, Southport Hospital]
-
A.
Southport and Formby District General Hospital
Southport and Formby District General Hospital is an NHS district general hospital serving the Southport and Formby areas in Merseyside, England, providing a range of acute and specialist healthcare services.
-
B.
Waterside Hospital
Waterside Hospital is a healthcare facility in Northern Ireland that provides a range of medical and community health services under the Western Health and Social Care Trust.
-
C.
Salisbury District Hospital
Salisbury District Hospital is a major National Health Service hospital in Salisbury, England, providing a wide range of acute and specialist medical services to the surrounding region.
-
D.
Liverpool Hospital
Liverpool Hospital is a major public teaching and referral hospital in south-western Sydney, Australia, providing a wide range of acute and specialist healthcare services.
-
E.
St John’s Hospital
St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
- 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: Southport Hospital Triple: [Gold Coast University Hospital, replaced, Southport Hospital]
Generated description
Southport Hospital was a former public hospital on Queensland’s Gold Coast that served as the region’s main healthcare facility before being superseded by the larger, modern Gold Coast University Hospital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southport Hospital Target entity description: Southport Hospital was a former public hospital on Queensland’s Gold Coast that served as the region’s main healthcare facility before being superseded by the larger, modern Gold Coast University Hospital.
-
A.
Southport and Formby District General Hospital
Southport and Formby District General Hospital is an NHS district general hospital serving the Southport and Formby areas in Merseyside, England, providing a range of acute and specialist healthcare services.
-
B.
Waterside Hospital
Waterside Hospital is a healthcare facility in Northern Ireland that provides a range of medical and community health services under the Western Health and Social Care Trust.
-
C.
Salisbury District Hospital
Salisbury District Hospital is a major National Health Service hospital in Salisbury, England, providing a wide range of acute and specialist medical services to the surrounding region.
-
D.
Liverpool Hospital
Liverpool Hospital is a major public teaching and referral hospital in south-western Sydney, Australia, providing a wide range of acute and specialist healthcare services.
-
E.
St John’s Hospital
St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
- 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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de883d1de88190a1e2bf2f1b692197 |
completed | April 14, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd468e263c81909d7261bcfd949579 |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd4811e2808190b559d8348079ae8f |
completed | May 8, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd48d827488190b4a494d4da64ba51 |
completed | May 8, 2026, 2:22 a.m. |
Created at: April 10, 2026, 1:13 a.m.