Triple

T4526127
Position Surface form Disambiguated ID Type / Status
Subject Northland Region E106182 entity
Predicate contains P35 FINISHED
Object Mangawhai
Mangawhai is a coastal township in northern New Zealand known for its beaches, harbour, and popularity as a holiday and surfing destination.
 E450021 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: Mangawhai | Statement: [Northland Region, contains, Mangawhai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mangawhai
Context triple: [Northland Region, contains, Mangawhai]
  • A. Te Kowhai
    Te Kowhai is a small rural settlement in the Waikato region of New Zealand, located just northwest of Hamilton.
  • B. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • C. Kaiwharawhara
    Kaiwharawhara is a suburb of Wellington, New Zealand, located on the city’s northern waterfront and known for its industrial areas, transport links, and proximity to the harbour.
  • D. 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.
  • E. 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).
  • 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: Mangawhai
Triple: [Northland Region, contains, Mangawhai]
Generated description
Mangawhai is a coastal township in northern New Zealand known for its beaches, harbour, and popularity as a holiday and surfing destination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mangawhai
Target entity description: Mangawhai is a coastal township in northern New Zealand known for its beaches, harbour, and popularity as a holiday and surfing destination.
  • A. Te Kowhai
    Te Kowhai is a small rural settlement in the Waikato region of New Zealand, located just northwest of Hamilton.
  • B. Te Kauwhata
    Te Kauwhata is a small rural township in New Zealand’s Waikato region, known for its vineyards, agriculture, and location between Hamilton and Auckland.
  • C. Kaiwharawhara
    Kaiwharawhara is a suburb of Wellington, New Zealand, located on the city’s northern waterfront and known for its industrial areas, transport links, and proximity to the harbour.
  • D. 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.
  • E. 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).
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57760f4481908f69ce82be63d7f8 completed March 20, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda44fcec48190a1430b4e74ec30fb completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda5b564648190ab2badb264910185 completed March 20, 2026, 7:53 p.m.
NED2 Entity disambiguation (via description) batch_69bda658568c8190bf97e4328e3799be completed March 20, 2026, 7:56 p.m.
Created at: March 20, 2026, 1:03 p.m.