Triple

T1270290
Position Surface form Disambiguated ID Type / Status
Subject Paterson River E15692 entity
Predicate isManagedWithin P18551 FINISHED
Object 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.
E144586 NE FINISHED

How this triple was built (5 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 water management framework | Statement: [Paterson River, isManagedWithin, New South Wales water management framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New South Wales water management framework
Context triple: [Paterson River, isManagedWithin, New South Wales water management framework]
  • A. 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.
  • B. Carson River Watershed Adaptive Stewardship Plan
    The Carson River Watershed Adaptive Stewardship Plan is a comprehensive, long-term strategy guiding collaborative, science-based management and restoration of the Carson River watershed’s natural resources and water quality.
  • C. Brisbane Water
    Brisbane Water is a large tidal estuary and scenic waterway on the New South Wales Central Coast, known for boating, fishing, and waterfront communities such as Gosford and Woy Woy.
  • D. Public Entrepreneurship: A Case Study in Ground Water Basin Management
    "Public Entrepreneurship: A Case Study in Ground Water Basin Management" is Elinor Ostrom’s doctoral dissertation analyzing how local institutions and collective action can effectively govern and manage shared groundwater resources.
  • E. 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.
  • 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 water management framework
Triple: [Paterson River, isManagedWithin, New South Wales water management framework]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New South Wales water management framework
Target entity description: 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.
  • A. 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.
  • B. Carson River Watershed Adaptive Stewardship Plan
    The Carson River Watershed Adaptive Stewardship Plan is a comprehensive, long-term strategy guiding collaborative, science-based management and restoration of the Carson River watershed’s natural resources and water quality.
  • C. Brisbane Water
    Brisbane Water is a large tidal estuary and scenic waterway on the New South Wales Central Coast, known for boating, fishing, and waterfront communities such as Gosford and Woy Woy.
  • D. Public Entrepreneurship: A Case Study in Ground Water Basin Management
    "Public Entrepreneurship: A Case Study in Ground Water Basin Management" is Elinor Ostrom’s doctoral dissertation analyzing how local institutions and collective action can effectively govern and manage shared groundwater resources.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isManagedWithin
Context triple: [Paterson River, isManagedWithin, New South Wales water management framework]
  • A. isPassivelyManaged
    Indicates that an entity (such as a fund or portfolio) is managed according to a passive strategy that tracks a benchmark or index rather than using active selection or frequent trading.
  • B. managedAs
    Indicates that one entity is administered, controlled, or handled in the same way or under the same policies, procedures, or classification as another entity.
  • C. coManagedWith
    Indicates that two or more entities share joint responsibility or authority in managing the same resource, project, or process.
  • D. hasManagement
    Indicates that one entity exercises managerial authority or oversight over another entity.
  • E. hasTypeOfManagement chosen
    Indicates that an entity is associated with or operates under a specified form or style of management.
  • F. None of above.

Provenance (6 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_69a4935a94308190bb92555b79032824 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4c0691d70819088e57c78ff34af1e completed March 1, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac998b819c8190ad5a4095d31b5cb1 completed March 7, 2026, 9:32 p.m.
NEDg Description generation batch_69ac9a13e9548190ae1fbfeba3326cd5 completed March 7, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69ac9a96d4f081908e608a3f247bbfb2 completed March 7, 2026, 9:37 p.m.
PD Predicate disambiguation batch_69a4bede52a081909665d60acbe41d31 completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:50 p.m.