Triple
T21421107
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Basin Plan 2012 |
E528438
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Murray–Darling Basin Agreement |
—
|
NE NERFINISHED |
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: Murray–Darling Basin Agreement | Statement: [Basin Plan 2012, relatedTo, Murray–Darling Basin Agreement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murray–Darling Basin Agreement Context triple: [Basin Plan 2012, relatedTo, Murray–Darling Basin Agreement]
-
A.
Murray–Darling Basin Agreement
chosen
The Murray–Darling Basin Agreement is an intergovernmental compact between Australian governments that coordinates the management, sharing, and sustainable use of water resources in the Murray–Darling Basin.
-
B.
Murray–Darling Basin water management system
The Murray–Darling Basin water management system is an integrated network of rivers, dams, and regulatory infrastructure designed to allocate, store, and manage water resources across southeastern Australia’s largest river basin for agriculture, communities, and the environment.
-
C.
Queanbeyan–Canberra water supply scheme
The Queanbeyan–Canberra water supply scheme is a regional water management system that provides and regulates potable water for the Canberra and Queanbeyan area in southeastern Australia.
-
D.
Riverina Joint Organisation
Riverina Joint Organisation is a regional collaboration of local councils in the Riverina area of New South Wales, Australia, focused on strategic planning, advocacy, and shared services.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c455f3688190810bc96365791b0f |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee62d392e08190b7f378005afc9026 |
completed | April 26, 2026, 7:09 p.m. |
Created at: April 16, 2026, 5:48 p.m.