Triple
T17494243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North Hospital |
E426013
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object | Te Whatu Ora MidCentral |
—
|
NE NERFINISHED |
How this triple was built (3 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: Te Whatu Ora MidCentral | Statement: [Palmerston North Hospital, operatedBy, Te Whatu Ora MidCentral]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Te Whatu Ora MidCentral Context triple: [Palmerston North Hospital, operatedBy, Te Whatu Ora MidCentral]
-
A.
Whanganui Hospital
Whanganui Hospital is a public hospital serving as the main acute and specialist healthcare provider for the Whanganui region of New Zealand.
-
B.
Waitematā District Health Board
Waitematā District Health Board was a New Zealand public health organization responsible for providing and funding healthcare services to communities in the northern and western parts of Auckland.
-
C.
Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
-
D.
Kaiwaka
Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
-
E.
Ōtaki
Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Te Whatu Ora MidCentral Target entity description: Te Whatu Ora MidCentral is the regional division of New Zealand’s national health service responsible for planning and delivering publicly funded healthcare across the MidCentral district, including Palmerston North and surrounding areas.
-
A.
Whanganui Hospital
Whanganui Hospital is a public hospital serving as the main acute and specialist healthcare provider for the Whanganui region of New Zealand.
-
B.
Waitematā District Health Board
Waitematā District Health Board was a New Zealand public health organization responsible for providing and funding healthcare services to communities in the northern and western parts of Auckland.
-
C.
Waitākere
Waitākere is a largely suburban and semi-rural area in West Auckland, New Zealand, known for its native bush, black-sand surf beaches, and the Waitākere Ranges.
-
D.
Kaiwaka
Kaiwaka is a small rural township in New Zealand known as the "Gateway to the North," serving as a key stop on State Highway 1 between Auckland and the Far North.
-
E.
Ōtaki
Ōtaki is a small coastal town on New Zealand’s Kāpiti Coast, known for its strong Māori heritage and historical significance as a 19th-century Ngāti Toa stronghold.
- F. None of above. chosen
Provenance (2 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_69d889dccf7481909264a1844a2e9100 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451d782688190afb76fa080867315 |
completed | April 19, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:48 a.m.