Triple
T15556565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emerald, Queensland |
E370883
|
entity |
| Predicate | irrigationScheme |
P119164
|
FINISHED |
| Object |
Fairbairn Dam and Emerald Irrigation Area
Fairbairn Dam and Emerald Irrigation Area is a major water storage and irrigation scheme in Central Queensland that supports large-scale agriculture and regional water supply around the town of Emerald.
|
E1164075
|
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: Fairbairn Dam and Emerald Irrigation Area | Statement: [Emerald, Queensland, irrigationScheme, Fairbairn Dam and Emerald Irrigation Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fairbairn Dam and Emerald Irrigation Area Context triple: [Emerald, Queensland, irrigationScheme, Fairbairn Dam and Emerald Irrigation Area]
-
A.
O’Sullivan Dam
O’Sullivan Dam is a major earth-fill dam in central Washington State that forms Potholes Reservoir and plays a key role in irrigation and water management for the Columbia Basin Project.
-
B.
Brownlee Dam
Brownlee Dam is a major hydroelectric dam on the Snake River in the western United States, forming Brownlee Reservoir and playing a key role in regional power generation and water management.
-
C.
Bendora Dam
Bendora Dam is a concrete arch dam in the Australian Capital Territory that supplies water to Canberra as part of the Cotter River catchment system.
-
D.
Roxburgh Dam
Roxburgh Dam is a major hydroelectric power station in New Zealand’s South Island, known for harnessing the Clutha River / Mata-Au to generate electricity.
-
E.
Yates Dam
Yates Dam is a hydroelectric dam located on the Tallapoosa River in Alabama, used primarily for power generation and water management.
- 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: Fairbairn Dam and Emerald Irrigation Area Triple: [Emerald, Queensland, irrigationScheme, Fairbairn Dam and Emerald Irrigation Area]
Generated description
Fairbairn Dam and Emerald Irrigation Area is a major water storage and irrigation scheme in Central Queensland that supports large-scale agriculture and regional water supply around the town of Emerald.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fairbairn Dam and Emerald Irrigation Area Target entity description: Fairbairn Dam and Emerald Irrigation Area is a major water storage and irrigation scheme in Central Queensland that supports large-scale agriculture and regional water supply around the town of Emerald.
-
A.
O’Sullivan Dam
O’Sullivan Dam is a major earth-fill dam in central Washington State that forms Potholes Reservoir and plays a key role in irrigation and water management for the Columbia Basin Project.
-
B.
Brownlee Dam
Brownlee Dam is a major hydroelectric dam on the Snake River in the western United States, forming Brownlee Reservoir and playing a key role in regional power generation and water management.
-
C.
Bendora Dam
Bendora Dam is a concrete arch dam in the Australian Capital Territory that supplies water to Canberra as part of the Cotter River catchment system.
-
D.
Roxburgh Dam
Roxburgh Dam is a major hydroelectric power station in New Zealand’s South Island, known for harnessing the Clutha River / Mata-Au to generate electricity.
-
E.
Yates Dam
Yates Dam is a hydroelectric dam located on the Tallapoosa River in Alabama, used primarily for power generation and water management.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: irrigationScheme Context triple: [Emerald, Queensland, irrigationScheme, Fairbairn Dam and Emerald Irrigation Area]
-
A.
typeOfIrrigation
Indicates the specific irrigation method or system used to supply water to a given area or crop.
-
B.
irrigationProjectIn
Indicates that an irrigation project is located within or implemented in a specified geographic or administrative area.
-
C.
usedIrrigation
Indicates that an entity applied or employed an irrigation system or method to supply water to land or crops.
-
D.
hasIrrigation
Indicates that an entity is equipped with or benefits from an irrigation system supplying water.
-
E.
irrigates
Indicates that one entity supplies water to another, typically land or crops, for the purpose of supporting growth or maintaining moisture.
- F. None of above. chosen
Provenance (7 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_69d85cc6cf40819091f4a5facee1ebe6 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04a97dbfc8190a98cbbac5e71ba88 |
completed | April 16, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff456427988190bddea01f5cb159d9 |
completed | May 9, 2026, 2:32 p.m. |
| NEDg | Description generation | batch_69ff470492f48190852ede832157ed10 |
completed | May 9, 2026, 2:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff47e5647c81909b785a1212c4bc50 |
completed | May 9, 2026, 2:42 p.m. |
| PD | Predicate disambiguation | batch_69deda7e6e748190b29ccce23298afef |
completed | April 15, 2026, 12:23 a.m. |
| PDg | Predicate description generation | batch_69dff7f05f708190850f1d8782e132b0 |
completed | April 15, 2026, 8:41 p.m. |
Created at: April 10, 2026, 4:09 a.m.