Triple

T5020514
Position Surface form Disambiguated ID Type / Status
Subject Hawke's Bay Region E112837 entity
Predicate hasTown P847 FINISHED
Object Waipukurau
Waipukurau is a rural service town in New Zealand known for its agricultural economy and location in the central Hawke's Bay area.
 E485800 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: Waipukurau | Statement: [Hawke's Bay Region, hasTown, Waipukurau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waipukurau
Context triple: [Hawke's Bay Region, hasTown, Waipukurau]
  • A. Ngaruawahia
    Ngaruawahia is a small town in New Zealand’s Waikato region, known as a significant Māori cultural center and the location of Turangawaewae Marae, the principal marae of the Kīngitanga (Māori King Movement).
  • B. Taupiri
    Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
  • C. Rungata
    Rungata is a village settlement on the island of Nikunau in the Republic of Kiribati, located in the central Pacific Ocean.
  • D. Pukekiwiriki
    Pukekiwiriki is a volcanic feature within New Zealand’s Auckland volcanic field, known for its historical significance and distinctive landscape.
  • E. Maungawhau
    Maungawhau is the Māori name for Mount Eden, a prominent volcanic cone and landmark in Auckland, New Zealand, with deep cultural significance to local Māori.
  • 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: Waipukurau
Triple: [Hawke's Bay Region, hasTown, Waipukurau]
Generated description
Waipukurau is a rural service town in New Zealand known for its agricultural economy and location in the central Hawke's Bay area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waipukurau
Target entity description: Waipukurau is a rural service town in New Zealand known for its agricultural economy and location in the central Hawke's Bay area.
  • A. Ngaruawahia
    Ngaruawahia is a small town in New Zealand’s Waikato region, known as a significant Māori cultural center and the location of Turangawaewae Marae, the principal marae of the Kīngitanga (Māori King Movement).
  • B. Taupiri
    Taupiri is a small township in the Waikato region of New Zealand, known for its proximity to the Waikato River and the sacred Taupiri Mountain.
  • C. Rungata
    Rungata is a village settlement on the island of Nikunau in the Republic of Kiribati, located in the central Pacific Ocean.
  • D. Pukekiwiriki
    Pukekiwiriki is a volcanic feature within New Zealand’s Auckland volcanic field, known for its historical significance and distinctive landscape.
  • E. Maungawhau
    Maungawhau is the Māori name for Mount Eden, a prominent volcanic cone and landmark in Auckland, New Zealand, with deep cultural significance to local Māori.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd736399ac8190aa38efc4b4edc6a2 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927f4ad0819096826f6cb141c90b completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be92e7304081909747a34dff7f9e25 completed March 21, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69be935872a88190adec17789298e01a completed March 21, 2026, 12:47 p.m.
Created at: March 20, 2026, 1:36 p.m.