Triple
T2842101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murrumbidgee catchment |
E62491
|
entity |
| Predicate | containsIrrigationArea |
P6177
|
FINISHED |
| Object |
Murrumbidgee Irrigation Area
The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, known for its extensive irrigation schemes that support large-scale production of crops such as rice, citrus, and grapes.
|
E71713
|
NE FINISHED |
How this triple was built (5 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: Murrumbidgee Irrigation Area | Statement: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murrumbidgee Irrigation Area Context triple: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
-
A.
Mildura
Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
-
B.
Murray–Darling Basin
The Murray–Darling Basin is Australia’s largest and most economically important river system, encompassing extensive agricultural regions and diverse ecosystems across southeastern Australia.
-
C.
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.
-
D.
Riverina region
The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
-
E.
Murrumbidgee floodplain
The Murrumbidgee floodplain is a broad, low-lying riverine landscape in southeastern Australia characterized by periodically inundated wetlands, billabongs, and fertile alluvial soils that support rich ecosystems and agriculture.
- 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: Murrumbidgee Irrigation Area Triple: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
Generated description
The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, known for its extensive irrigation schemes that support large-scale production of crops such as rice, citrus, and grapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murrumbidgee Irrigation Area Target entity description: The Murrumbidgee Irrigation Area is a major agricultural region in New South Wales, Australia, known for its extensive irrigation schemes that support large-scale production of crops such as rice, citrus, and grapes.
-
A.
Mildura
Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
-
B.
Murray–Darling Basin
The Murray–Darling Basin is Australia’s largest and most economically important river system, encompassing extensive agricultural regions and diverse ecosystems across southeastern Australia.
-
C.
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.
-
D.
Riverina region
chosen
The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
-
E.
Murrumbidgee floodplain
The Murrumbidgee floodplain is a broad, low-lying riverine landscape in southeastern Australia characterized by periodically inundated wetlands, billabongs, and fertile alluvial soils that support rich ecosystems and agriculture.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsIrrigationArea Context triple: [Murrumbidgee catchment, containsIrrigationArea, Murrumbidgee Irrigation Area]
-
A.
hasIrrigationArea
chosen
Indicates that an entity possesses or is associated with a specific area of land equipped or designated for irrigation.
-
B.
hasIrrigation
Indicates that an entity is equipped with or benefits from an irrigation system supplying water.
-
C.
nearIrrigationProject
Indicates that one entity is located close to or in the vicinity of an irrigation project.
-
D.
irrigates
Indicates that one entity supplies water to another, typically land or crops, for the purpose of supporting growth or maintaining moisture.
-
E.
irrigationProjectIn
Indicates that an irrigation project is located within or implemented in a specified geographic or administrative area.
- F. None of above.
Provenance (6 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_69ab4c3d16bc81908b3a1c98fbd287fe |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf1898748190b031a2bd2091c0c0 |
completed | March 7, 2026, 8:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8d22e588190b119e7d9f9c3873a |
completed | March 10, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_69afea180cac8190a5f90c4ffa0dd87a |
completed | March 10, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0089bdb2881909f9f7fbd60b79e2a |
completed | March 10, 2026, 12:03 p.m. |
| PD | Predicate disambiguation | batch_69abdd0e86808190bcefffafbd3cd441 |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:01 p.m.