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.