Triple

T14221593
Position Surface form Disambiguated ID Type / Status
Subject Namoi Catchment Management Authority E352507 entity
Predicate partOfProgram P2543 FINISHED
Object New South Wales Catchment Management Authorities network
The New South Wales Catchment Management Authorities network was a coordinated system of regional bodies in New South Wales, Australia, responsible for managing natural resources and catchments through local planning, conservation, and sustainable land and water use initiatives.
E1088536 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 Catchment Management Authorities network | Statement: [Namoi Catchment Management Authority, partOfProgram, New South Wales Catchment Management Authorities network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New South Wales Catchment Management Authorities network
Context triple: [Namoi Catchment Management Authority, partOfProgram, New South Wales Catchment Management Authorities network]
  • A. 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.
  • B. Murray–Darling Basin Authority
    The Murray–Darling Basin Authority is an Australian government agency responsible for planning and managing the sustainable use of water resources across the Murray–Darling Basin.
  • C. New South Wales protected areas network
    The New South Wales protected areas network is a system of national parks and reserves across New South Wales, Australia, established to conserve the state’s natural landscapes, biodiversity, and cultural heritage.
  • D. Murray–Darling Basin water management system
    The Murray–Darling Basin water management system is an integrated network of rivers, dams, and regulatory infrastructure designed to allocate, store, and manage water resources across southeastern Australia’s largest river basin for agriculture, communities, and the environment.
  • E. New South Wales irrigation districts
    The New South Wales irrigation districts are major agricultural regions in southeastern Australia that rely on large-scale water diversion and storage schemes to support intensive crop and livestock production.
  • 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 Catchment Management Authorities network
Triple: [Namoi Catchment Management Authority, partOfProgram, New South Wales Catchment Management Authorities network]
Generated description
The New South Wales Catchment Management Authorities network was a coordinated system of regional bodies in New South Wales, Australia, responsible for managing natural resources and catchments through local planning, conservation, and sustainable land and water use initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New South Wales Catchment Management Authorities network
Target entity description: The New South Wales Catchment Management Authorities network was a coordinated system of regional bodies in New South Wales, Australia, responsible for managing natural resources and catchments through local planning, conservation, and sustainable land and water use initiatives.
  • A. 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.
  • B. Murray–Darling Basin Authority
    The Murray–Darling Basin Authority is an Australian government agency responsible for planning and managing the sustainable use of water resources across the Murray–Darling Basin.
  • C. New South Wales protected areas network
    The New South Wales protected areas network is a system of national parks and reserves across New South Wales, Australia, established to conserve the state’s natural landscapes, biodiversity, and cultural heritage.
  • D. Murray–Darling Basin water management system
    The Murray–Darling Basin water management system is an integrated network of rivers, dams, and regulatory infrastructure designed to allocate, store, and manage water resources across southeastern Australia’s largest river basin for agriculture, communities, and the environment.
  • E. New South Wales irrigation districts
    The New South Wales irrigation districts are major agricultural regions in southeastern Australia that rely on large-scale water diversion and storage schemes to support intensive crop and livestock production.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6213801c8190a47705cd890b9ae7 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd2813e55881909bdbc6f3c6ef572b completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b0956948190bf654403ad0b154a completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2df66aa48190ae18a4ca1c099c25 completed May 8, 2026, 12:27 a.m.
Created at: April 10, 2026, 1:06 a.m.