Triple
T21370510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Culgoa River |
E527041
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Balonne–Culgoa–Darling river system
The Balonne–Culgoa–Darling river system is a major interconnected network of rivers in eastern Australia that forms part of the northern Murray–Darling Basin and supports extensive agricultural and ecological landscapes.
|
E527041
|
NE FINISHED |
How this triple was built (4 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: Balonne–Culgoa–Darling river system | Statement: [Culgoa River, partOf, Balonne–Culgoa–Darling river system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balonne–Culgoa–Darling river system Context triple: [Culgoa River, partOf, Balonne–Culgoa–Darling river system]
-
A.
Macquarie River catchment
The Macquarie River catchment is a major river basin in central-western New South Wales, Australia, encompassing the Macquarie River and its tributaries and supporting extensive agricultural, ecological, and water storage systems.
-
B.
Culgoa River
The Culgoa River is an inland river of eastern Australia that flows through Queensland and New South Wales as part of the Murray–Darling Basin.
-
C.
Murrumbidgee River
The Murrumbidgee River is a major inland river in southeastern Australia that flows through New South Wales and the Australian Capital Territory before joining the Murray River.
-
D.
Murrumbidgee catchment
The Murrumbidgee catchment is the river basin and drainage area that collects and channels water into the Murrumbidgee River within the Murray–Darling Basin in southeastern Australia.
-
E.
Darling River catchment
The Darling River catchment is a major inland river basin in southeastern Australia that drains extensive semi-arid regions and forms a key part of the Murray–Darling Basin.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Balonne–Culgoa–Darling river system Triple: [Culgoa River, partOf, Balonne–Culgoa–Darling river system]
Generated description
The Balonne–Culgoa–Darling river system is a major interconnected network of rivers in eastern Australia that forms part of the northern Murray–Darling Basin and supports extensive agricultural and ecological landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balonne–Culgoa–Darling river system Target entity description: The Balonne–Culgoa–Darling river system is a major interconnected network of rivers in eastern Australia that forms part of the northern Murray–Darling Basin and supports extensive agricultural and ecological landscapes.
-
A.
Macquarie River catchment
The Macquarie River catchment is a major river basin in central-western New South Wales, Australia, encompassing the Macquarie River and its tributaries and supporting extensive agricultural, ecological, and water storage systems.
-
B.
Culgoa River
chosen
The Culgoa River is an inland river of eastern Australia that flows through Queensland and New South Wales as part of the Murray–Darling Basin.
-
C.
Murrumbidgee River
The Murrumbidgee River is a major inland river in southeastern Australia that flows through New South Wales and the Australian Capital Territory before joining the Murray River.
-
D.
Murrumbidgee catchment
The Murrumbidgee catchment is the river basin and drainage area that collects and channels water into the Murrumbidgee River within the Murray–Darling Basin in southeastern Australia.
-
E.
Darling River catchment
The Darling River catchment is a major inland river basin in southeastern Australia that drains extensive semi-arid regions and forms a key part of the Murray–Darling Basin.
- F. None of above.
Provenance (5 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_69e0b51e80808190ba5cb05667af02a9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0ae92c88190a3d3097f5b268a79 |
completed | April 22, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a0f7f236081909986f17b2fbb1ddb |
completed | May 17, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_6a0a10106ab4819096045effbbdfe95e |
completed | May 17, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a10c8c5bc8190add0ee63eb338964 |
completed | May 17, 2026, 7:02 p.m. |
Created at: April 16, 2026, 5:10 p.m.