Triple

T17161389
Position Surface form Disambiguated ID Type / Status
Subject Waikato River Authority E416485 entity
Predicate guidingDocument P80984 FINISHED
Object Vision and Strategy for the Waikato River
Vision and Strategy for the Waikato River is the foundational policy document that sets out the long-term goals, values, and management framework for restoring and protecting the health and wellbeing of the Waikato River and its catchment.
E1254859 NE FINISHED

How this triple was built (5 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: Vision and Strategy for the Waikato River | Statement: [Waikato River Authority, guidingDocument, Vision and Strategy for the Waikato River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vision and Strategy for the Waikato River
Context triple: [Waikato River Authority, guidingDocument, Vision and Strategy for the Waikato River]
  • A. Waikato River Authority
    The Waikato River Authority is a co-governance body established by the New Zealand government and Waikato-Tainui to restore and protect the health and wellbeing of the Waikato River through strategic funding, planning, and oversight.
  • B. Whakaora Te Waihora restoration programme
    The Whakaora Te Waihora restoration programme is an environmental and cultural initiative focused on rehabilitating the ecological health and mauri (life force) of Te Waihora/Lake Ellesmere in partnership with local iwi and government agencies.
  • C. Lake Rotorua Nutrient Management Plan
    The Lake Rotorua Nutrient Management Plan is an environmental strategy designed to reduce nutrient inputs and improve water quality in New Zealand’s Lake Rotorua and its catchment.
  • D. Whanganui River Treaty of Waitangi settlement
    The Whanganui River Treaty of Waitangi settlement is a landmark New Zealand legal agreement that recognizes the Whanganui River as a legal person and resolves long-standing grievances of the Whanganui iwi regarding their ancestral river.
  • E. River Wensum Restoration Strategy
    The River Wensum Restoration Strategy is a conservation and management initiative aimed at restoring the ecological health, natural processes, and biodiversity of the River Wensum in Norfolk, England.
  • 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: Vision and Strategy for the Waikato River
Triple: [Waikato River Authority, guidingDocument, Vision and Strategy for the Waikato River]
Generated description
Vision and Strategy for the Waikato River is the foundational policy document that sets out the long-term goals, values, and management framework for restoring and protecting the health and wellbeing of the Waikato River and its catchment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vision and Strategy for the Waikato River
Target entity description: Vision and Strategy for the Waikato River is the foundational policy document that sets out the long-term goals, values, and management framework for restoring and protecting the health and wellbeing of the Waikato River and its catchment.
  • A. Waikato River Authority
    The Waikato River Authority is a co-governance body established by the New Zealand government and Waikato-Tainui to restore and protect the health and wellbeing of the Waikato River through strategic funding, planning, and oversight.
  • B. Whakaora Te Waihora restoration programme
    The Whakaora Te Waihora restoration programme is an environmental and cultural initiative focused on rehabilitating the ecological health and mauri (life force) of Te Waihora/Lake Ellesmere in partnership with local iwi and government agencies.
  • C. Lake Rotorua Nutrient Management Plan
    The Lake Rotorua Nutrient Management Plan is an environmental strategy designed to reduce nutrient inputs and improve water quality in New Zealand’s Lake Rotorua and its catchment.
  • D. Whanganui River Treaty of Waitangi settlement
    The Whanganui River Treaty of Waitangi settlement is a landmark New Zealand legal agreement that recognizes the Whanganui River as a legal person and resolves long-standing grievances of the Whanganui iwi regarding their ancestral river.
  • E. River Wensum Restoration Strategy
    The River Wensum Restoration Strategy is a conservation and management initiative aimed at restoring the ecological health, natural processes, and biodiversity of the River Wensum in Norfolk, England.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: guidingDocument
Context triple: [Waikato River Authority, guidingDocument, Vision and Strategy for the Waikato River]
  • A. foundingDocument
    Indicates that one entity serves as the official charter, constitution, or primary legal/organizational document that establishes or defines the other entity.
  • B. governingDocumentMentioned chosen
    Indicates that a governing document is referenced or cited in relation to the entities involved.
  • C. regulatoryDocument
    Indicates a relationship where one entity serves as a regulatory document that defines rules, standards, or requirements governing another entity.
  • D. ecclesiasticalDocumentOf
    Indicates that one entity is an ecclesiastical (church-related) document that is issued by, belongs to, or is formally associated with another entity.
  • E. constitutionalDocumentPromulgatedBy
    Indicates that a constitutional document was formally issued, enacted, or proclaimed by a particular authority or entity.
  • F. None of above.

Provenance (6 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f91258648190a40396067ba5ecd3 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148376bc081908372366203a27fa8 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014b5691a881908fdad49f7dadc76c completed May 11, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_6a014bbc921081909c39cd6d11400b56 completed May 11, 2026, 3:23 a.m.
PD Predicate disambiguation batch_69e3830d2a90819092386717dc56f0e8 completed April 18, 2026, 1:11 p.m.
Created at: April 10, 2026, 5:37 a.m.