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.