Triple
T17494411
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North City Library |
E426017
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object | Palmerston North urban area |
—
|
NE NERFINISHED |
How this triple was built (2 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: Palmerston North urban area | Statement: [Palmerston North City Library, serviceArea, Palmerston North urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palmerston North urban area Context triple: [Palmerston North City Library, serviceArea, Palmerston North urban area]
-
A.
Palmerston North
chosen
Palmerston North is a major inland city in New Zealand known for its role as an educational and logistical hub, particularly home to Massey University.
-
B.
Palmerston North region
The Palmerston North region is an area in New Zealand’s lower North Island centered on the city of Palmerston North, known as a regional hub for education, research, and services.
-
C.
Otahuhu
Otahuhu is a suburb of Auckland, New Zealand, known for its strong Pacific Islander presence and vibrant Tongan community.
-
D.
Te Awamutu
Te Awamutu is a rural service town in New Zealand known for its dairy farming hinterland and location south of Hamilton on the North Island.
-
E.
Lower Hutt
Lower Hutt is a city in the Wellington region of New Zealand, situated on the shores of Wellington Harbour and known as one of the country’s major urban centers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.