Triple

T4314427
Position Surface form Disambiguated ID Type / Status
Subject Hauraki Gulf E94153 entity
Predicate governedBy P46 FINISHED
Object Hauraki Gulf Marine Park Act 2000
The Hauraki Gulf Marine Park Act 2000 is New Zealand legislation that establishes and protects the Hauraki Gulf Marine Park, setting out its management framework and conservation objectives.
E431509 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: Hauraki Gulf Marine Park Act 2000 | Statement: [Hauraki Gulf, governedBy, Hauraki Gulf Marine Park Act 2000]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hauraki Gulf Marine Park Act 2000
Context triple: [Hauraki Gulf, governedBy, Hauraki Gulf Marine Park Act 2000]
  • A. Resource Management Act 1991
    The Resource Management Act 1991 is New Zealand’s principal environmental and land-use planning law, establishing an integrated framework for managing natural and physical resources while recognizing Māori interests and Treaty of Waitangi principles.
  • B. Antarctica (Environmental Protection) Act 1994 (New Zealand)
    The Antarctica (Environmental Protection) Act 1994 (New Zealand) is New Zealand legislation that implements its obligations under the Antarctic Treaty System by regulating environmental protection and human activities in the Ross Dependency and other Antarctic areas under its jurisdiction.
  • C. 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.
  • D. Te Ture Whenua Māori Act 1993
    Te Ture Whenua Māori Act 1993 is a key New Zealand law that governs Māori land, aiming to promote its retention in Māori ownership and strengthen the role of Māori landowners and customary interests in land management.
  • E. Lord Howe Island Marine Park
    Lord Howe Island Marine Park is a protected marine area in the Tasman Sea renowned for its rich biodiversity, coral reefs, and conservation of unique subtropical marine ecosystems surrounding Lord Howe Island.
  • 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: Hauraki Gulf Marine Park Act 2000
Triple: [Hauraki Gulf, governedBy, Hauraki Gulf Marine Park Act 2000]
Generated description
The Hauraki Gulf Marine Park Act 2000 is New Zealand legislation that establishes and protects the Hauraki Gulf Marine Park, setting out its management framework and conservation objectives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hauraki Gulf Marine Park Act 2000
Target entity description: The Hauraki Gulf Marine Park Act 2000 is New Zealand legislation that establishes and protects the Hauraki Gulf Marine Park, setting out its management framework and conservation objectives.
  • A. Resource Management Act 1991
    The Resource Management Act 1991 is New Zealand’s principal environmental and land-use planning law, establishing an integrated framework for managing natural and physical resources while recognizing Māori interests and Treaty of Waitangi principles.
  • B. Antarctica (Environmental Protection) Act 1994 (New Zealand)
    The Antarctica (Environmental Protection) Act 1994 (New Zealand) is New Zealand legislation that implements its obligations under the Antarctic Treaty System by regulating environmental protection and human activities in the Ross Dependency and other Antarctic areas under its jurisdiction.
  • C. 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.
  • D. Te Ture Whenua Māori Act 1993
    Te Ture Whenua Māori Act 1993 is a key New Zealand law that governs Māori land, aiming to promote its retention in Māori ownership and strengthen the role of Māori landowners and customary interests in land management.
  • E. Lord Howe Island Marine Park
    Lord Howe Island Marine Park is a protected marine area in the Tasman Sea renowned for its rich biodiversity, coral reefs, and conservation of unique subtropical marine ecosystems surrounding Lord Howe Island.
  • 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_69b350f4448481908be2c7df9cc71bb9 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d08245408190b1ce584c636bf168 completed March 14, 2026, 9:17 p.m.
NEDg Description generation batch_69b5d1a42bc08190bd32c9ebc21793f4 completed March 14, 2026, 9:22 p.m.
NED2 Entity disambiguation (via description) batch_69b5d2057f148190b4f9384183831d8e completed March 14, 2026, 9:24 p.m.
Created at: March 12, 2026, 11:12 p.m.