Triple

T4314418
Position Surface form Disambiguated ID Type / Status
Subject Hauraki Gulf E94153 entity
Predicate hasMarineReserve P56408 FINISHED
Object Tawharanui Marine Reserve
Tawharanui Marine Reserve is a protected coastal marine area in New Zealand renowned for its rich biodiversity, clear waters, and role in conserving Hauraki Gulf marine ecosystems.
E434087 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: Tawharanui Marine Reserve | Statement: [Hauraki Gulf, hasMarineReserve, Tawharanui Marine Reserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tawharanui Marine Reserve
Context triple: [Hauraki Gulf, hasMarineReserve, Tawharanui Marine Reserve]
  • A. Cape Rodney-Okakari Point Marine Reserve
    Cape Rodney-Okakari Point Marine Reserve is New Zealand’s first and one of its most popular marine reserves, renowned for its protected coastal ecosystems and abundant marine life near Leigh in the Hauraki Gulf.
  • B. Kermadec Islands Marine Reserve
    The Kermadec Islands Marine Reserve is a vast, highly protected ocean sanctuary around New Zealand’s remote Kermadec Islands, renowned for its rich marine biodiversity and largely untouched deep-sea ecosystems.
  • C. 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.
  • D. Chatham Islands Conservation Area
    The Chatham Islands Conservation Area is a protected natural reserve in New Zealand’s remote Chatham Islands, established to safeguard the region’s unique ecosystems, rare wildlife, and distinctive island landscapes.
  • E. 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.
  • 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: Tawharanui Marine Reserve
Triple: [Hauraki Gulf, hasMarineReserve, Tawharanui Marine Reserve]
Generated description
Tawharanui Marine Reserve is a protected coastal marine area in New Zealand renowned for its rich biodiversity, clear waters, and role in conserving Hauraki Gulf marine ecosystems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tawharanui Marine Reserve
Target entity description: Tawharanui Marine Reserve is a protected coastal marine area in New Zealand renowned for its rich biodiversity, clear waters, and role in conserving Hauraki Gulf marine ecosystems.
  • A. Cape Rodney-Okakari Point Marine Reserve
    Cape Rodney-Okakari Point Marine Reserve is New Zealand’s first and one of its most popular marine reserves, renowned for its protected coastal ecosystems and abundant marine life near Leigh in the Hauraki Gulf.
  • B. Kermadec Islands Marine Reserve
    The Kermadec Islands Marine Reserve is a vast, highly protected ocean sanctuary around New Zealand’s remote Kermadec Islands, renowned for its rich marine biodiversity and largely untouched deep-sea ecosystems.
  • C. 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.
  • D. Chatham Islands Conservation Area
    The Chatham Islands Conservation Area is a protected natural reserve in New Zealand’s remote Chatham Islands, established to safeguard the region’s unique ecosystems, rare wildlife, and distinctive island landscapes.
  • E. 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.
  • 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3563eab24819088add9180af2ce3c completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5db8e40f0819082a15006a1578405 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc3d81a08190b29b633009fab4ff completed March 14, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b5e04f356c81909e3f6f2c865e0f99 completed March 14, 2026, 10:25 p.m.
Created at: March 12, 2026, 11:12 p.m.