Triple

T18219236
Position Surface form Disambiguated ID Type / Status
Subject River Doon E436247 entity
Predicate hasHydrologicalConnectionWith P20872 FINISHED
Object Loch Doon hydroelectric schemes
Loch Doon hydroelectric schemes are a series of hydroelectric power installations in southwest Scotland that harness water from Loch Doon and its associated waterways to generate electricity.
E1313198 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: Loch Doon hydroelectric schemes | Statement: [River Doon, hasHydrologicalConnectionWith, Loch Doon hydroelectric schemes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loch Doon hydroelectric schemes
Context triple: [River Doon, hasHydrologicalConnectionWith, Loch Doon hydroelectric schemes]
  • A. Tummel hydroelectric scheme
    The Tummel hydroelectric scheme is a major Scottish power project comprising a series of dams, reservoirs, and power stations that harness the waters of the River Tummel and its tributaries to generate electricity.
  • B. Rannoch power station
    Rannoch power station is a hydroelectric power facility in the Scottish Highlands that forms part of the Tummel Valley hydroelectric scheme operated by SSE.
  • C. Derwent hydropower scheme
    The Derwent hydropower scheme is a system of hydroelectric power stations and associated infrastructure that harnesses the flow of the River Derwent to generate renewable electricity.
  • D. Gordon–Pedder hydroelectric scheme
    The Gordon–Pedder hydroelectric scheme is a major Tasmanian power project that harnesses water from Lake Pedder and surrounding catchments to generate hydroelectricity for the region.
  • E. Shannon hydroelectric scheme
    The Shannon hydroelectric scheme is a major early 20th-century Irish engineering project that harnesses the River Shannon to generate electricity and played a key role in the country’s industrial development.
  • 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: Loch Doon hydroelectric schemes
Triple: [River Doon, hasHydrologicalConnectionWith, Loch Doon hydroelectric schemes]
Generated description
Loch Doon hydroelectric schemes are a series of hydroelectric power installations in southwest Scotland that harness water from Loch Doon and its associated waterways to generate electricity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loch Doon hydroelectric schemes
Target entity description: Loch Doon hydroelectric schemes are a series of hydroelectric power installations in southwest Scotland that harness water from Loch Doon and its associated waterways to generate electricity.
  • A. Tummel hydroelectric scheme
    The Tummel hydroelectric scheme is a major Scottish power project comprising a series of dams, reservoirs, and power stations that harness the waters of the River Tummel and its tributaries to generate electricity.
  • B. Rannoch power station
    Rannoch power station is a hydroelectric power facility in the Scottish Highlands that forms part of the Tummel Valley hydroelectric scheme operated by SSE.
  • C. Derwent hydropower scheme
    The Derwent hydropower scheme is a system of hydroelectric power stations and associated infrastructure that harnesses the flow of the River Derwent to generate renewable electricity.
  • D. Gordon–Pedder hydroelectric scheme
    The Gordon–Pedder hydroelectric scheme is a major Tasmanian power project that harnesses water from Lake Pedder and surrounding catchments to generate hydroelectricity for the region.
  • E. Shannon hydroelectric scheme
    The Shannon hydroelectric scheme is a major early 20th-century Irish engineering project that harnesses the River Shannon to generate electricity and played a key role in the country’s industrial development.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e47926988190802c00b074cdc696 completed April 19, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f1b982881909bbff3ce2c560c98 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a03a31626fc8190b68f8cdb780debed completed May 12, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_6a03a37d8658819094a2b24259af9f29 completed May 12, 2026, 10:02 p.m.
Created at: April 10, 2026, 10:32 a.m.