Triple
T16869963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manning–Hunter water management area |
E410142
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object | New South Wales water legislation |
E528437
|
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 water legislation | Statement: [Manning–Hunter water management area, governedBy, New South Wales water legislation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New South Wales water legislation Context triple: [Manning–Hunter water management area, governedBy, New South Wales water legislation]
-
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.
Water Management Act 2000 (NSW)
chosen
The Water Management Act 2000 (NSW) is a key New South Wales statute that governs the sustainable and equitable use, conservation, and allocation of the state’s water resources.
-
C.
New South Wales legislation
New South Wales legislation is the body of laws enacted by the Parliament of New South Wales that governs legal, civil, and regulatory matters within the Australian state of New South Wales.
-
D.
New South Wales irrigation districts
The New South Wales irrigation districts are major agricultural regions in southeastern Australia that rely on large-scale water diversion and storage schemes to support intensive crop and livestock production.
-
E.
Water Act 1912 (NSW)
The Water Act 1912 (NSW) is a foundational New South Wales statute that historically governed the licensing, allocation, and use of water resources across the state.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b50b85c08190b35d1c45ee0e9675 |
completed | April 18, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c2aeb9908190964a9403402186fb |
completed | May 10, 2026, 5:38 p.m. |
Created at: April 10, 2026, 5:24 a.m.