Triple

T5512009
Position Surface form Disambiguated ID Type / Status
Subject New South Wales water management framework E144586 entity
Predicate regulator P46 FINISHED
Object Natural Resources Access Regulator (NSW)
The Natural Resources Access Regulator (NSW) is an independent New South Wales government agency responsible for enforcing laws and compliance related to water use and natural resource access across the state.
E528439 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: Natural Resources Access Regulator (NSW) | Statement: [New South Wales water management framework, regulator, Natural Resources Access Regulator (NSW)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Natural Resources Access Regulator (NSW)
Context triple: [New South Wales water management framework, regulator, Natural Resources Access Regulator (NSW)]
  • A. 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.
  • B. NSW Department of Regional NSW
    The NSW Department of Regional NSW is a New South Wales government department responsible for supporting and developing the state’s regional communities, economies, and industries.
  • C. 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.
  • D. NSW Department of Primary Industries
    The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.
  • E. New South Wales environmental authorities
    New South Wales environmental authorities are the state government bodies responsible for monitoring, regulating, and enforcing environmental laws and standards across 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: Natural Resources Access Regulator (NSW)
Triple: [New South Wales water management framework, regulator, Natural Resources Access Regulator (NSW)]
Generated description
The Natural Resources Access Regulator (NSW) is an independent New South Wales government agency responsible for enforcing laws and compliance related to water use and natural resource access across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Natural Resources Access Regulator (NSW)
Target entity description: The Natural Resources Access Regulator (NSW) is an independent New South Wales government agency responsible for enforcing laws and compliance related to water use and natural resource access across the state.
  • A. 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.
  • B. NSW Department of Regional NSW
    The NSW Department of Regional NSW is a New South Wales government department responsible for supporting and developing the state’s regional communities, economies, and industries.
  • C. 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.
  • D. NSW Department of Primary Industries
    The NSW Department of Primary Industries is a New South Wales government agency responsible for managing the state’s agriculture, fisheries, aquaculture, biosecurity, and natural resource industries.
  • E. New South Wales environmental authorities
    New South Wales environmental authorities are the state government bodies responsible for monitoring, regulating, and enforcing environmental laws and standards across 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f581c5081909a8f6d4653edb125 completed March 22, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027d192808190b1e80a6f3be44870 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c033dc91e08190888fb6e94027fbdb completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c03460b21481908b78aa4bdc989d2c completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:33 p.m.