Triple

T11816692
Position Surface form Disambiguated ID Type / Status
Subject Heritage Act 1977 (New South Wales) E281017 entity
Predicate relatedTo P37 FINISHED
Object Environmental Planning and Assessment Act 1979 (New South Wales)
The Environmental Planning and Assessment Act 1979 (New South Wales) is a key piece of Australian state legislation that establishes the framework for land use planning, development assessment, and environmental impact evaluation across New South Wales.
E947689 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: Environmental Planning and Assessment Act 1979 (New South Wales) | Statement: [Heritage Act 1977 (New South Wales), relatedTo, Environmental Planning and Assessment Act 1979 (New South Wales)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Planning and Assessment Act 1979 (New South Wales)
Context triple: [Heritage Act 1977 (New South Wales), relatedTo, Environmental Planning and Assessment Act 1979 (New South Wales)]
  • 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. 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.
  • C. 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.
  • D. Environmental Management and Coordination Act
    The Environmental Management and Coordination Act is Kenya’s principal framework law for environmental protection, conservation, and sustainable management of natural resources.
  • E. Water Management Act 2000 (NSW)
    The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
  • 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: Environmental Planning and Assessment Act 1979 (New South Wales)
Triple: [Heritage Act 1977 (New South Wales), relatedTo, Environmental Planning and Assessment Act 1979 (New South Wales)]
Generated description
The Environmental Planning and Assessment Act 1979 (New South Wales) is a key piece of Australian state legislation that establishes the framework for land use planning, development assessment, and environmental impact evaluation across New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Planning and Assessment Act 1979 (New South Wales)
Target entity description: The Environmental Planning and Assessment Act 1979 (New South Wales) is a key piece of Australian state legislation that establishes the framework for land use planning, development assessment, and environmental impact evaluation across New South Wales.
  • 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. 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.
  • C. 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.
  • D. Environmental Management and Coordination Act
    The Environmental Management and Coordination Act is Kenya’s principal framework law for environmental protection, conservation, and sustainable management of natural resources.
  • E. Water Management Act 2000 (NSW)
    The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5ccbbd481908c9013cb5a50c079 completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131b62abc8190a02f584541baaee5 completed April 28, 2026, 10:16 p.m.
NEDg Description generation batch_69f141b31c9081908f19ff870f5f3c33 completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fdb39d48190828668fc535d7f6a completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.