Triple

T19801525
Position Surface form Disambiguated ID Type / Status
Subject Pukekiwiriki E475687 entity
Predicate hasManagementPlan P8851 FINISHED
Object Tūpuna Maunga Integrated Management Plan
The Tūpuna Maunga Integrated Management Plan is a strategic framework guiding the protection, restoration, and use of Auckland’s ancestral volcanic maunga (mountains) in partnership with mana whenua and local authorities.
E456897 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: Tūpuna Maunga Integrated Management Plan | Statement: [Pukekiwiriki, hasManagementPlan, Tūpuna Maunga Integrated Management Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tūpuna Maunga Integrated Management Plan
Context triple: [Pukekiwiriki, hasManagementPlan, Tūpuna Maunga Integrated Management Plan]
  • A. Tūpuna Maunga Authority
    Tūpuna Maunga Authority is a co-governance body in Auckland, New Zealand, responsible for overseeing and protecting the region’s ancestral volcanic maunga (mountains) on behalf of local Māori iwi and the wider community.
  • B. Protected Area Management Board for Mt. Matutum
    The Protected Area Management Board for Mt. Matutum is the multi-sectoral body responsible for overseeing conservation, resource use, and policy implementation within the Mt. Matutum protected landscape in the Philippines.
  • C. Manapouri-Te Anau Development Act 1963
    The Manapouri-Te Anau Development Act 1963 is New Zealand legislation that authorized and regulated the development of the Manapouri hydroelectric power scheme and associated works in the Fiordland region.
  • D. New Zealand Subantarctic Islands Management Strategy
    The New Zealand Subantarctic Islands Management Strategy is a conservation and governance framework that guides the protection, use, and long-term stewardship of New Zealand’s subantarctic island reserves and their unique ecosystems.
  • E. 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.
  • 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: Tūpuna Maunga Integrated Management Plan
Triple: [Pukekiwiriki, hasManagementPlan, Tūpuna Maunga Integrated Management Plan]
Generated description
The Tūpuna Maunga Integrated Management Plan is a strategic framework guiding the protection, restoration, and use of Auckland’s ancestral volcanic maunga (mountains) in partnership with mana whenua and local authorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tūpuna Maunga Integrated Management Plan
Target entity description: The Tūpuna Maunga Integrated Management Plan is a strategic framework guiding the protection, restoration, and use of Auckland’s ancestral volcanic maunga (mountains) in partnership with mana whenua and local authorities.
  • A. Tūpuna Maunga Authority chosen
    Tūpuna Maunga Authority is a co-governance body in Auckland, New Zealand, responsible for overseeing and protecting the region’s ancestral volcanic maunga (mountains) on behalf of local Māori iwi and the wider community.
  • B. Protected Area Management Board for Mt. Matutum
    The Protected Area Management Board for Mt. Matutum is the multi-sectoral body responsible for overseeing conservation, resource use, and policy implementation within the Mt. Matutum protected landscape in the Philippines.
  • C. Manapouri-Te Anau Development Act 1963
    The Manapouri-Te Anau Development Act 1963 is New Zealand legislation that authorized and regulated the development of the Manapouri hydroelectric power scheme and associated works in the Fiordland region.
  • D. New Zealand Subantarctic Islands Management Strategy
    The New Zealand Subantarctic Islands Management Strategy is a conservation and governance framework that guides the protection, use, and long-term stewardship of New Zealand’s subantarctic island reserves and their unique ecosystems.
  • E. 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.
  • F. None of above.

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_69d8e51bc4208190a1c57d8c5d1b15e4 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653cc995c81908e4ca85b0639d541 completed April 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c5088834819086f4b8ac1e33401b completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c5f5a2808190bab75011262f86e6 completed May 16, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6745828819085ea6103a723380a completed May 16, 2026, 1:20 a.m.
Created at: April 10, 2026, 1:49 p.m.