Triple
T3386368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Namoi River catchment |
E71311
|
entity |
| Predicate | managingAuthority |
P9686
|
FINISHED |
| Object | NSW Department of Planning and Environment |
E69910
|
NE FINISHED |
How this triple was built (2 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: NSW Department of Planning and Environment | Statement: [Namoi River catchment, managingAuthority, NSW Department of Planning and Environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NSW Department of Planning and Environment Context triple: [Namoi River catchment, managingAuthority, NSW Department of Planning and Environment]
-
A.
Department of Planning and Environment (NSW)
chosen
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.
-
B.
Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
-
C.
City of Sydney Council
The City of Sydney Council is the local government authority responsible for municipal services, planning, and governance in central Sydney, Australia.
-
D.
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.
-
E.
Minister for the Environment (New South Wales)
The Minister for the Environment (New South Wales) is a senior state government cabinet position responsible for overseeing environmental policy, conservation, and regulation in New South Wales, Australia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85a8fd9c819095ecedf838d2bf1b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb662d190819085b211dac85a83b2 |
completed | March 8, 2026, 5:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b33455ae2481908e6478cb240b31c1 |
completed | March 12, 2026, 9:47 p.m. |
Created at: March 8, 2026, 3:14 p.m.