Triple
T18687401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngāti Whātua |
E456903
|
entity |
| Predicate | rohe |
P105550
|
FINISHED |
| Object |
Northern Wairoa
Northern Wairoa is a region in Northland, New Zealand, centered around the Wairoa River and its surrounding rural communities.
|
E1337992
|
NE FINISHED |
How this triple was built (4 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.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Northern Wairoa Triple: [Ngāti Whātua, rohe, Northern Wairoa]
Generated description
Northern Wairoa is a region in Northland, New Zealand, centered around the Wairoa River and its surrounding rural communities.
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 (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05235c052c8190b67bef90f721ffbc |
completed | May 14, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_6a0523f354f88190a34b2e6adb809fb3 |
completed | May 14, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0527e23154819087cd70bd40ef39e5 |
completed | May 14, 2026, 1:39 a.m. |
Created at: April 10, 2026, 11:49 a.m.