Triple

T21346638
Position Surface form Disambiguated ID Type / Status
Subject Russell County, Kentucky E526354 entity
Predicate hasLakeShoreline P19053 FINISHED
Object Lake Cumberland shoreline
Lake Cumberland shoreline is the extensive, recreation-focused lakeside area along Lake Cumberland in south-central Kentucky, known for boating, fishing, and scenic views.
 E1478710 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: Lake Cumberland shoreline | Statement: [Russell County, Kentucky, hasLakeShoreline, Lake Cumberland shoreline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lake Cumberland shoreline
Context triple: [Russell County, Kentucky, hasLakeShoreline, Lake Cumberland shoreline]
  • A. Cumberland River shoreline
    The Cumberland River shoreline in Stewart County, Tennessee is a scenic riverfront area known for its natural beauty, recreational opportunities, and role in the region’s outdoor tourism and wildlife habitat.
  • B. Kentucky River shoreline
    The Kentucky River shoreline in Mercer County is a scenic riverbank area characterized by wooded bluffs, limestone palisades, and recreational access to the Kentucky River.
  • C. Greenbrier River waterfront
    Greenbrier River waterfront is a scenic stretch of riverfront along the Greenbrier River in Ronceverte, West Virginia, known for outdoor recreation and picturesque views.
  • D. Lake Cumberland Area Development District
    The Lake Cumberland Area Development District is a regional planning and development organization serving multiple counties in south-central Kentucky, focusing on economic development, infrastructure, and community services.
  • E. Tennessee River waterfront
    The Tennessee River waterfront in The Shoals is a scenic riverside area known for boating, fishing, and outdoor recreation along one of the South’s major waterways.
  • 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: Lake Cumberland shoreline
Triple: [Russell County, Kentucky, hasLakeShoreline, Lake Cumberland shoreline]
Generated description
Lake Cumberland shoreline is the extensive, recreation-focused lakeside area along Lake Cumberland in south-central Kentucky, known for boating, fishing, and scenic views.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lake Cumberland shoreline
Target entity description: Lake Cumberland shoreline is the extensive, recreation-focused lakeside area along Lake Cumberland in south-central Kentucky, known for boating, fishing, and scenic views.
  • A. Cumberland River shoreline
    The Cumberland River shoreline in Stewart County, Tennessee is a scenic riverfront area known for its natural beauty, recreational opportunities, and role in the region’s outdoor tourism and wildlife habitat.
  • B. Kentucky River shoreline
    The Kentucky River shoreline in Mercer County is a scenic riverbank area characterized by wooded bluffs, limestone palisades, and recreational access to the Kentucky River.
  • C. Greenbrier River waterfront
    Greenbrier River waterfront is a scenic stretch of riverfront along the Greenbrier River in Ronceverte, West Virginia, known for outdoor recreation and picturesque views.
  • D. Lake Cumberland Area Development District
    The Lake Cumberland Area Development District is a regional planning and development organization serving multiple counties in south-central Kentucky, focusing on economic development, infrastructure, and community services.
  • E. Tennessee River waterfront
    The Tennessee River waterfront in The Shoals is a scenic riverside area known for boating, fishing, and outdoor recreation along one of the South’s major waterways.
  • 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_69e0b51cd5cc81909ac1187971e8a8ad completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee5ba8f1c8819089c5d753876b44d5 completed April 26, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5cacbf481909ace24e0df0cd593 completed May 17, 2026, 11:26 a.m.
NEDg Description generation batch_6a09a6c435ec8190b903e953da375583 completed May 17, 2026, 11:30 a.m.
NED2 Entity disambiguation (via description) batch_6a09a7bcd5188190be3009fb3bd00af6 completed May 17, 2026, 11:34 a.m.
Created at: April 16, 2026, 4:55 p.m.