Triple

T4491465
Position Surface form Disambiguated ID Type / Status
Subject Liddell Power Station E100581 entity
Predicate regulator P46 FINISHED
Object New South Wales Environment Protection Authority
The New South Wales Environment Protection Authority is the primary environmental regulator in New South Wales, Australia, responsible for overseeing and enforcing laws to protect the state’s air, water, land, and communities from pollution and environmental harm.
E446825 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: New South Wales Environment Protection Authority | Statement: [Liddell Power Station, regulator, New South Wales Environment Protection Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New South Wales Environment Protection Authority
Context triple: [Liddell Power Station, regulator, New South Wales Environment Protection Authority]
  • A. New South Wales National Parks and Wildlife Service
    The New South Wales National Parks and Wildlife Service is a state government agency responsible for managing national parks, nature reserves, and conservation areas across New South Wales, Australia.
  • B. New South Wales Marine Parks Authority
    The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
  • C. Department of Planning and Environment (NSW)
    The Department of Planning and Environment (NSW) is a New South Wales government agency responsible for land-use planning, environmental protection, and sustainable development policy across the state.
  • D. Minister for the Environment (New South Wales)
    The Minister for the Environment (New South Wales) is a senior state government cabinet position responsible for overseeing environmental policy, conservation, and regulation in New South Wales, Australia.
  • E. New South Wales National Parks and Wildlife Act
    The New South Wales National Parks and Wildlife Act is a key piece of Australian state legislation that governs the protection, management, and conservation of national parks, wildlife, and natural and cultural heritage in New South Wales.
  • 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: New South Wales Environment Protection Authority
Triple: [Liddell Power Station, regulator, New South Wales Environment Protection Authority]
Generated description
The New South Wales Environment Protection Authority is the primary environmental regulator in New South Wales, Australia, responsible for overseeing and enforcing laws to protect the state’s air, water, land, and communities from pollution and environmental harm.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New South Wales Environment Protection Authority
Target entity description: The New South Wales Environment Protection Authority is the primary environmental regulator in New South Wales, Australia, responsible for overseeing and enforcing laws to protect the state’s air, water, land, and communities from pollution and environmental harm.
  • A. New South Wales National Parks and Wildlife Service
    The New South Wales National Parks and Wildlife Service is a state government agency responsible for managing national parks, nature reserves, and conservation areas across New South Wales, Australia.
  • B. New South Wales Marine Parks Authority
    The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
  • C. Department of Planning and Environment (NSW)
    The Department of Planning and Environment (NSW) is a New South Wales government agency responsible for land-use planning, environmental protection, and sustainable development policy across the state.
  • D. Minister for the Environment (New South Wales)
    The Minister for the Environment (New South Wales) is a senior state government cabinet position responsible for overseeing environmental policy, conservation, and regulation in New South Wales, Australia.
  • E. New South Wales National Parks and Wildlife Act
    The New South Wales National Parks and Wildlife Act is a key piece of Australian state legislation that governs the protection, management, and conservation of national parks, wildlife, and natural and cultural heritage in New South Wales.
  • 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_69bd43cdf15081909a4fa2585ff63b3e completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd556e69f88190b9c16afc2afcdbef completed March 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd67b40fd4819098636b6f29304312 completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd688e84fc8190a8900be40e3cf694 completed March 20, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69bd69bcf10c8190bd6ceb6bc604b3f5 completed March 20, 2026, 3:37 p.m.
Created at: March 20, 2026, 12:59 p.m.