Triple

T16996475
Position Surface form Disambiguated ID Type / Status
Subject Lake Rotorua E412327 entity
Predicate hasManagementPlan P8851 FINISHED
Object 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.
E1245091 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: Lake Rotorua Nutrient Management Plan | Statement: [Lake Rotorua, hasManagementPlan, Lake Rotorua Nutrient Management Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lake Rotorua Nutrient Management Plan
Context triple: [Lake Rotorua, hasManagementPlan, Lake Rotorua Nutrient Management Plan]
  • A. Strawberry Creek Management Plan
    The Strawberry Creek Management Plan is a strategic environmental document outlining policies and actions to protect, restore, and sustainably manage the Strawberry Creek watershed and its surrounding habitats.
  • B. 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.
  • 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. 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.
  • E. New South Wales water management framework
    The New South Wales water management framework is the legislative and regulatory system that governs how water resources are allocated, used, and protected across the state of New South Wales, Australia.
  • 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: Lake Rotorua Nutrient Management Plan
Triple: [Lake Rotorua, hasManagementPlan, Lake Rotorua Nutrient Management Plan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lake Rotorua Nutrient Management Plan
Target entity description: 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.
  • A. Strawberry Creek Management Plan
    The Strawberry Creek Management Plan is a strategic environmental document outlining policies and actions to protect, restore, and sustainably manage the Strawberry Creek watershed and its surrounding habitats.
  • B. 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.
  • 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. 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.
  • E. New South Wales water management framework
    The New South Wales water management framework is the legislative and regulatory system that governs how water resources are allocated, used, and protected across the state of New South Wales, Australia.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d2885f888190ab1406f55a91bf93 completed April 18, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc18e6988190b42b3d251cf00b98 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d68c8481909111bfab22882bb2 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0118ba68408190b242154c40461f21 completed May 10, 2026, 11:46 p.m.
Created at: April 10, 2026, 5:32 a.m.