Triple

T4526147
Position Surface form Disambiguated ID Type / Status
Subject Northland Region E106182 entity
Predicate contains P35 FINISHED
Object Mangonui
Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
 E458214 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: Mangonui | Statement: [Northland Region, contains, Mangonui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mangonui
Context triple: [Northland Region, contains, Mangonui]
  • A. Opononi
    Opononi is a small coastal settlement in New Zealand known for its scenic Hokianga Harbour views and historic seaside charm.
  • 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. 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).
  • D. Aitutaki
    Aitutaki is a small, picturesque atoll in the South Pacific renowned for its turquoise lagoon, coral reefs, and traditional Polynesian culture.
  • E. Mangawhai
    Mangawhai is a coastal township in northern New Zealand known for its beaches, harbour, and popularity as a holiday and surfing destination.
  • 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: Mangonui
Triple: [Northland Region, contains, Mangonui]
Generated description
Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mangonui
Target entity description: Mangonui is a small historic coastal town in New Zealand known for its scenic harbour, fishing heritage, and popular waterfront fish and chip shops.
  • A. Opononi
    Opononi is a small coastal settlement in New Zealand known for its scenic Hokianga Harbour views and historic seaside charm.
  • 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. 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).
  • D. Aitutaki
    Aitutaki is a small, picturesque atoll in the South Pacific renowned for its turquoise lagoon, coral reefs, and traditional Polynesian culture.
  • E. Mangawhai
    Mangawhai is a coastal township in northern New Zealand known for its beaches, harbour, and popularity as a holiday and surfing destination.
  • 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_69bdfa0cf7bc81908fbe7f2e723a0784 completed March 21, 2026, 1:53 a.m.
NEDg Description generation batch_69bdfb36a18481908bb566db970b101a completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbc9bea48190a8a0bf13c6fa7191 completed March 21, 2026, 2 a.m.
Created at: March 20, 2026, 1:03 p.m.