Triple
T16310911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New South Wales National Parks and Wildlife Act |
E396050
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | New South Wales environmental planning framework |
E947689
|
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: New South Wales environmental planning framework | Statement: [New South Wales National Parks and Wildlife Act, relatedTo, New South Wales environmental planning framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New South Wales environmental planning framework Context triple: [New South Wales National Parks and Wildlife Act, relatedTo, New South Wales environmental planning framework]
-
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.
Environmental Planning and Assessment Act 1979 (New South Wales)
chosen
The Environmental Planning and Assessment Act 1979 (New South Wales) is a key piece of Australian state legislation that establishes the framework for land use planning, development assessment, and environmental impact evaluation across New South Wales.
-
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.
Department of Planning and Environment (NSW)
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.
-
E.
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.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288da27f88190aa241e3addf9cd7f |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa6ceb48190b937a15b94fd3cfa |
completed | May 10, 2026, 6:03 a.m. |
Created at: April 10, 2026, 5:06 a.m.