Triple
T4292609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray–Darling Depression bioregion |
E99630
|
entity |
| Predicate | isManagedBy |
P86
|
FINISHED |
| Object | Australian Government Department of Climate Change, Energy, the Environment and Water |
E100596
|
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: Australian Government Department of Climate Change, Energy, the Environment and Water | Statement: [Murray–Darling Depression bioregion, isManagedBy, Australian Government Department of Climate Change, Energy, the Environment and Water]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian Government Department of Climate Change, Energy, the Environment and Water Context triple: [Murray–Darling Depression bioregion, isManagedBy, Australian Government Department of Climate Change, Energy, the Environment and Water]
-
A.
Department of Climate Change, Energy, the Environment and Water
chosen
The Department of Climate Change, Energy, the Environment and Water is an Australian government department responsible for national policies and programs on climate action, energy, environmental protection, and water resource management.
-
B.
Australian Government environment portfolio
The Australian Government environment portfolio is the federal administrative grouping responsible for national environmental policy, conservation, and management of natural and cultural heritage, including protected areas and biodiversity.
-
C.
Federal Department of the Environment, Transport, Energy and Communications
The Federal Department of the Environment, Transport, Energy and Communications is a Swiss federal ministry responsible for national policies and regulation in environmental protection, transportation systems, energy supply, and telecommunications.
-
D.
Department of Energy, Environment and Climate Action (Victoria)
The Department of Energy, Environment and Climate Action (Victoria) is a Victorian government department responsible for energy policy, environmental protection, natural resource management, and climate change action within the state of Victoria, Australia.
-
E.
Department of Industry, Science and Resources
The Department of Industry, Science and Resources is an Australian Government department responsible for national policy and programs related to industry development, scientific research, innovation, and resource management.
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3508035a08190b752c8edce0aff86 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c739df2c8190af6f8d9bf36afca8 |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:08 p.m.