Triple
T2147187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tongan New Zealanders |
E47094
|
entity |
| Predicate | significantPopulationIn |
P1898
|
FINISHED |
| Object | South Auckland |
E18491
|
NE FINISHED |
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: South Auckland | Statement: [Tongan New Zealanders, significantPopulationIn, South Auckland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Auckland Context triple: [Tongan New Zealanders, significantPopulationIn, South Auckland]
-
A.
Auckland Region
The Auckland Region is a populous administrative area in northern New Zealand that encompasses the city of Auckland and its surrounding urban and rural communities.
-
B.
Auckland
chosen
Auckland is a major New Zealand metropolis known for its harbors, multicultural population, and role as the country’s primary economic and transport hub.
-
C.
Wellington Region
Wellington Region is a southern New Zealand administrative area centered on the capital city of Wellington, encompassing urban, suburban, and rural communities around the lower North Island.
-
D.
Tauranga
Tauranga is a major coastal city and port in the Bay of Plenty region of New Zealand, known for its beaches, harbor, and growing economic and tourism sectors.
-
E.
Palmerston North
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe271adc8190888c9086e9b8cc0c |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3b13d9c8190b059d5c01518cf54 |
completed | March 9, 2026, 11:49 a.m. |
Created at: March 4, 2026, 7:44 p.m.