Triple
T14058308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Snowy–Tumut Development |
E338275
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
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.
|
E1078604
|
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: New South Wales irrigation districts | Statement: [Snowy–Tumut Development, regionServed, New South Wales irrigation districts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New South Wales irrigation districts Context triple: [Snowy–Tumut Development, regionServed, New South Wales irrigation districts]
-
A.
Murrumbidgee Irrigation Area
The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, renowned for its extensive irrigation schemes that support fruit, rice, and other crop production.
-
B.
Goulburn–Murray Irrigation District
Goulburn–Murray Irrigation District is a major agricultural irrigation region in northern Victoria, Australia, supplying water to extensive dairy, horticulture, and mixed farming enterprises.
-
C.
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.
-
D.
New South Wales reserve system
The New South Wales reserve system is a network of protected areas across the Australian state of New South Wales established to conserve biodiversity, natural landscapes, and cultural heritage.
-
E.
Coleambally Irrigation Area
Coleambally Irrigation Area is a major agricultural irrigation district in the Riverina region of New South Wales, Australia, known for intensive rice and cereal cropping supported by water from the Murrumbidgee River system.
- 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: New South Wales irrigation districts Triple: [Snowy–Tumut Development, regionServed, New South Wales irrigation districts]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New South Wales irrigation districts Target entity description: 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.
-
A.
Murrumbidgee Irrigation Area
The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, renowned for its extensive irrigation schemes that support fruit, rice, and other crop production.
-
B.
Goulburn–Murray Irrigation District
Goulburn–Murray Irrigation District is a major agricultural irrigation region in northern Victoria, Australia, supplying water to extensive dairy, horticulture, and mixed farming enterprises.
-
C.
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.
-
D.
New South Wales reserve system
The New South Wales reserve system is a network of protected areas across the Australian state of New South Wales established to conserve biodiversity, natural landscapes, and cultural heritage.
-
E.
Coleambally Irrigation Area
Coleambally Irrigation Area is a major agricultural irrigation district in the Riverina region of New South Wales, Australia, known for intensive rice and cereal cropping supported by water from the Murrumbidgee River system.
- F. None of above. chosen
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_69d81c67ba6c819091935650dfb3b895 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de3c8e6d008190af8892f34c5cefbd |
completed | April 14, 2026, 1:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb662c37c8190a629278a97060080 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc99fca8c8190bbcafba5bacfdfda |
completed | May 7, 2026, 5:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcca3a375c819092b3f67612d2ec0c |
completed | May 7, 2026, 5:22 p.m. |
Created at: April 9, 2026, 10:20 p.m.