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.