Triple
T8995017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grafton |
E214881
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Grafton Base Hospital
Grafton Base Hospital is a public regional hospital serving the healthcare needs of Grafton and the surrounding Clarence Valley area in New South Wales, Australia.
|
E770951
|
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: Grafton Base Hospital | Statement: [Grafton, hasHospital, Grafton Base Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grafton Base Hospital Context triple: [Grafton, hasHospital, Grafton Base Hospital]
-
A.
Manning Base Hospital
Manning Base Hospital is a major public regional hospital serving Taree and the surrounding Mid North Coast area of New South Wales, Australia.
-
B.
Albury Base Hospital
Albury Base Hospital is a major public healthcare facility serving the city of Albury and the surrounding region in New South Wales, Australia.
-
C.
Griffith Base Hospital
Griffith Base Hospital is a public regional hospital serving the healthcare needs of Griffith and surrounding communities in New South Wales, Australia.
-
D.
Lismore Base Hospital
Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
-
E.
Leeton Hospital
Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, 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: Grafton Base Hospital Triple: [Grafton, hasHospital, Grafton Base Hospital]
Generated description
Grafton Base Hospital is a public regional hospital serving the healthcare needs of Grafton and the surrounding Clarence Valley area in New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grafton Base Hospital Target entity description: Grafton Base Hospital is a public regional hospital serving the healthcare needs of Grafton and the surrounding Clarence Valley area in New South Wales, Australia.
-
A.
Manning Base Hospital
Manning Base Hospital is a major public regional hospital serving Taree and the surrounding Mid North Coast area of New South Wales, Australia.
-
B.
Albury Base Hospital
Albury Base Hospital is a major public healthcare facility serving the city of Albury and the surrounding region in New South Wales, Australia.
-
C.
Griffith Base Hospital
Griffith Base Hospital is a public regional hospital serving the healthcare needs of Griffith and surrounding communities in New South Wales, Australia.
-
D.
Lismore Base Hospital
Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
-
E.
Leeton Hospital
Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, Australia.
- 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_69ca83a05c608190bdfdbdb25e994b39 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc68ddff288190869731df2c178ff6 |
completed | April 1, 2026, 12:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0d0e6a08190a2faf4157b8a9cd4 |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd193fdbc8190b49192327f698943 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd242590881909ca351c1040c76ef |
completed | April 3, 2026, 2:44 p.m. |
Created at: March 30, 2026, 7:04 p.m.