Triple

T4680162
Position Surface form Disambiguated ID Type / Status
Subject Whangārei E103778 entity
Predicate hasMarae P37005 FINISHED
Object Pehiāweri Marae
Pehiāweri Marae is a Māori meeting ground and cultural complex serving local hapū near Whangārei in Northland, New Zealand.
 E461845 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: Pehiāweri Marae | Statement: [Whangārei, hasMarae, Pehiāweri Marae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pehiāweri Marae
Context triple: [Whangārei, hasMarae, Pehiāweri Marae]
  • A. Te Tii Waitangi Marae
    Te Tii Waitangi Marae is a significant Māori meeting place at Waitangi in New Zealand, closely associated with the country’s founding Treaty of Waitangi and contemporary political and cultural events.
  • B. Kaiapoi Pā
    Kaiapoi Pā was a major Ngāi Tahu fortified settlement in North Canterbury, New Zealand, that served as an important political and trading center before its destruction in the 1830s.
  • C. Wharekauri
    Wharekauri is the Māori name for the remote Chatham Islands archipelago east of mainland New Zealand.
  • D. Aotea Centre
    The Aotea Centre is a major performing arts and events venue in central Auckland, New Zealand, hosting concerts, theatre, conferences, and cultural performances.
  • E. Whakarewarewa Living Māori Village
    Whakarewarewa Living Māori Village is an inhabited cultural and geothermal attraction in Rotorua where visitors can experience traditional Māori life, customs, and performances amid active hot springs and geysers.
  • 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: Pehiāweri Marae
Triple: [Whangārei, hasMarae, Pehiāweri Marae]
Generated description
Pehiāweri Marae is a Māori meeting ground and cultural complex serving local hapū near Whangārei in Northland, New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pehiāweri Marae
Target entity description: Pehiāweri Marae is a Māori meeting ground and cultural complex serving local hapū near Whangārei in Northland, New Zealand.
  • A. Te Tii Waitangi Marae
    Te Tii Waitangi Marae is a significant Māori meeting place at Waitangi in New Zealand, closely associated with the country’s founding Treaty of Waitangi and contemporary political and cultural events.
  • B. Kaiapoi Pā
    Kaiapoi Pā was a major Ngāi Tahu fortified settlement in North Canterbury, New Zealand, that served as an important political and trading center before its destruction in the 1830s.
  • C. Wharekauri
    Wharekauri is the Māori name for the remote Chatham Islands archipelago east of mainland New Zealand.
  • D. Aotea Centre
    The Aotea Centre is a major performing arts and events venue in central Auckland, New Zealand, hosting concerts, theatre, conferences, and cultural performances.
  • E. Whakarewarewa Living Māori Village
    Whakarewarewa Living Māori Village is an inhabited cultural and geothermal attraction in Rotorua where visitors can experience traditional Māori life, customs, and performances amid active hot springs and geysers.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd636c105081908655ab384f539f38 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03a8b7a88190bfc4f68438694995 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be0440e7c881908743b7af9b2fa347 completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be04e0f1b08190b3e617150e34648c completed March 21, 2026, 2:39 a.m.
Created at: March 20, 2026, 1:16 p.m.