Triple
T3007129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cessnock |
E81928
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Cessnock District Hospital
Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
|
E319531
|
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: Cessnock District Hospital | Statement: [Cessnock, hasHospital, Cessnock District Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cessnock District Hospital Context triple: [Cessnock, hasHospital, Cessnock District Hospital]
-
A.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
-
B.
Crosshouse Hospital
Crosshouse Hospital is a major acute general hospital serving Kilmarnock and the surrounding area in East Ayrshire, Scotland.
-
C.
Orpington Hospital
Orpington Hospital is a local NHS healthcare facility in Orpington, London, providing a range of outpatient, rehabilitation, and community health services.
-
D.
Tweed Hospital
Tweed Hospital is a public healthcare facility serving the medical and emergency needs of the Tweed Heads region in New South Wales, Australia.
-
E.
Balgrist University Hospital
Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
- 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: Cessnock District Hospital Triple: [Cessnock, hasHospital, Cessnock District Hospital]
Generated description
Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cessnock District Hospital Target entity description: Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
-
A.
Muswellbrook Hospital
Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
-
B.
Crosshouse Hospital
Crosshouse Hospital is a major acute general hospital serving Kilmarnock and the surrounding area in East Ayrshire, Scotland.
-
C.
Orpington Hospital
Orpington Hospital is a local NHS healthcare facility in Orpington, London, providing a range of outpatient, rehabilitation, and community health services.
-
D.
Tweed Hospital
Tweed Hospital is a public healthcare facility serving the medical and emergency needs of the Tweed Heads region in New South Wales, Australia.
-
E.
Balgrist University Hospital
Balgrist University Hospital is a leading Swiss academic medical center in Zurich specializing in musculoskeletal medicine, orthopedics, and rehabilitation.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a4a12508190a48ae1c86233d25e |
completed | March 8, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e5b35e48190a9319a545d041ccc |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12ed522148190b25ad1de42b1604d |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d65fed248190ba3bcf0bef665264 |
completed | March 11, 2026, 8:53 p.m. |
Created at: March 8, 2026, 3 p.m.