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.