Triple

T18687401

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ngāti Whātua	`E456903`	entity
Predicate	rohe	`P105550`	FINISHED
Object	Northern Wairoa	`—`	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: Northern Wairoa | Statement: [Ngāti Whātua, rohe, Northern Wairoa]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Northern Wairoa
Context triple: [Ngāti Whātua, rohe, Northern Wairoa]

A. Waiuku
Waiuku is a small rural town in the Auckland Region of New Zealand, known historically for its farming community and proximity to both the Tasman Sea and Manukau Harbour.
B. Wairoa (Tauranga)
Wairoa (Tauranga) is a locality in the Tauranga area of New Zealand’s Bay of Plenty region that serves as a marae site and cultural focal point for the Ngāti Ranginui iwi.
C. Wairoa District
Wairoa District is a largely rural territorial authority area in northeastern Hawke's Bay on New Zealand’s North Island, known for its Māori communities, rugged coastline, and proximity to Lake Waikaremoana.
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. 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.
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: Northern Wairoa
Target entity description: Northern Wairoa is a region in Northland, New Zealand, centered around the Wairoa River and its surrounding rural communities.

A. Waiuku
Waiuku is a small rural town in the Auckland Region of New Zealand, known historically for its farming community and proximity to both the Tasman Sea and Manukau Harbour.
B. Wairoa (Tauranga)
Wairoa (Tauranga) is a locality in the Tauranga area of New Zealand’s Bay of Plenty region that serves as a marae site and cultural focal point for the Ngāti Ranginui iwi.
C. Wairoa District
Wairoa District is a largely rural territorial authority area in northeastern Hawke's Bay on New Zealand’s North Island, known for its Māori communities, rugged coastline, and proximity to Lake Waikaremoana.
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. 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.
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_69d8d391eb488190ac2e9abf5bf255e4`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e55b2e4c6081908bb958bd00d6bec9`	completed	April 19, 2026, 10:46 p.m.

Created at: April 10, 2026, 11:49 a.m.