Triple
T17288080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Te Arawa iwi |
E419709
|
entity |
| Predicate | hasUrbanPopulation |
P122007
|
FINISHED |
| Object | Rotorua city |
—
|
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: Rotorua city | Statement: [Te Arawa iwi, hasUrbanPopulation, Rotorua city]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rotorua city Context triple: [Te Arawa iwi, hasUrbanPopulation, Rotorua city]
-
A.
Rotorua
chosen
Rotorua is a New Zealand city famed for its geothermal activity, Māori culture, and scenic lakes, located in the central part of the North Island.
-
B.
Taupō town
Taupō town is a popular lakeside resort and service center in New Zealand’s central North Island, known for its proximity to geothermal attractions and outdoor adventure activities.
-
C.
Rotorua Lakes District
Rotorua Lakes District is a local government area in New Zealand’s North Island known for its geothermal activity, numerous lakes, and strong Māori cultural heritage.
-
D.
Opotiki
Ōpōtiki is a small coastal town in New Zealand’s North Island known as a gateway to the East Coast and for its strong Māori cultural heritage and outdoor recreation.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasUrbanPopulation Context triple: [Te Arawa iwi, hasUrbanPopulation, Rotorua city]
-
A.
hasUrbanPopulationIn
chosen
Indicates that an entity has a specified urban population within a particular geographic area or administrative unit.
-
B.
hasUrbanDistrictCount
Indicates the number of urban districts associated with a given entity.
-
C.
hasPeriUrbanPopulation
Indicates that an entity has a population living in peri-urban areas, i.e., zones at the transition between urban and rural regions.
-
D.
isUrbanizedAround
Indicates that an area or region has developed urban characteristics or infrastructure surrounding a particular location or feature.
-
E.
isUrbanized
Indicates that a place or area has been developed with dense human settlement, infrastructure, and built environment characteristic of a city or town.
- F. None of above.
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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e43780fad88190b82193c8335e2f11 |
completed | April 19, 2026, 2:01 a.m. |
| PD | Predicate disambiguation | batch_69e3b0118ad08190b119cd219c68ba67 |
completed | April 18, 2026, 4:23 p.m. |
Created at: April 10, 2026, 5:40 a.m.