Triple

T4526164
Position Surface form Disambiguated ID Type / Status
Subject Northland Region E106182 entity
Predicate contains P35 FINISHED
Object Whangārei Heads
Whangārei Heads is a coastal area in northern New Zealand known for its dramatic volcanic headlands, beaches, and popular hiking tracks overlooking Whangārei Harbour.
E453088 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: Whangārei Heads | Statement: [Northland Region, contains, Whangārei Heads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whangārei Heads
Context triple: [Northland Region, contains, Whangārei Heads]
  • A. Mangawhai Heads
    Mangawhai Heads is a coastal settlement in northern New Zealand known for its surf beaches, estuary, and holiday homes.
  • B. Arthur's Pass National Park
    Arthur's Pass National Park is a mountainous conservation area in New Zealand renowned for its alpine scenery, hiking trails, and as a key route through the Southern Alps.
  • C. Te Papa Tongarewa
    Te Papa Tongarewa is New Zealand’s national museum in Wellington, renowned for its extensive cultural, historical, and artistic collections representing the country’s diverse heritage.
  • D. Abel Tasman National Park
    Abel Tasman National Park is a coastal national park at the northern tip of New Zealand’s South Island, renowned for its golden beaches, granite cliffs, and popular multi-day walking track.
  • E. Cape Reinga
    Cape Reinga is a famous northernmost point of New Zealand’s North Island, known for its iconic lighthouse and deep cultural significance in Māori tradition as the departing place of spirits.
  • 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: Whangārei Heads
Triple: [Northland Region, contains, Whangārei Heads]
Generated description
Whangārei Heads is a coastal area in northern New Zealand known for its dramatic volcanic headlands, beaches, and popular hiking tracks overlooking Whangārei Harbour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whangārei Heads
Target entity description: Whangārei Heads is a coastal area in northern New Zealand known for its dramatic volcanic headlands, beaches, and popular hiking tracks overlooking Whangārei Harbour.
  • A. Mangawhai Heads
    Mangawhai Heads is a coastal settlement in northern New Zealand known for its surf beaches, estuary, and holiday homes.
  • B. Arthur's Pass National Park
    Arthur's Pass National Park is a mountainous conservation area in New Zealand renowned for its alpine scenery, hiking trails, and as a key route through the Southern Alps.
  • C. Te Papa Tongarewa
    Te Papa Tongarewa is New Zealand’s national museum in Wellington, renowned for its extensive cultural, historical, and artistic collections representing the country’s diverse heritage.
  • D. Abel Tasman National Park
    Abel Tasman National Park is a coastal national park at the northern tip of New Zealand’s South Island, renowned for its golden beaches, granite cliffs, and popular multi-day walking track.
  • E. Cape Reinga
    Cape Reinga is a famous northernmost point of New Zealand’s North Island, known for its iconic lighthouse and deep cultural significance in Māori tradition as the departing place of spirits.
  • 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_69bdc55254848190940c506e75d79933 completed March 20, 2026, 10:08 p.m.
NEDg Description generation batch_69bdc8eea638819080c255769a66d651 completed March 20, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69bdc96926288190b7a922adf15098f4 completed March 20, 2026, 10:25 p.m.
Created at: March 20, 2026, 1:03 p.m.