Triple

T21013288
Position Surface form Disambiguated ID Type / Status
Subject Kentucky Area Development Districts system E517605 entity
Predicate hasComponent P35 FINISHED
Object 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.
 E1461733 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 Area Development District | Statement: [Kentucky Area Development Districts system, hasComponent, Lake Cumberland Area Development District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lake Cumberland Area Development District
Context triple: [Kentucky Area Development Districts system, hasComponent, Lake Cumberland Area Development District]
  • A. Lake Cumberland State Resort Park
    Lake Cumberland State Resort Park is a popular Kentucky state park and vacation destination known for its large reservoir, boating, fishing, and lakeside lodging and recreation facilities.
  • B. Lake Cumberland
    Lake Cumberland is a large man-made reservoir in south-central Kentucky known for recreation, houseboating, and flood control.
  • C. Cumberland Lake system
    The Cumberland Lake system is a network of lakes and waterways in northeastern Saskatchewan, Canada, that forms a significant part of the Saskatchewan River drainage basin and supports important ecological and local subsistence activities.
  • D. St. Clair Flats
    St. Clair Flats is an extensive freshwater delta and wetland complex at the northern end of Lake St. Clair, known for its rich biodiversity and maze of channels and marshes.
  • E. Paint Creek Valley
    Paint Creek Valley is a region in south-central Ohio known for its rich concentration of ancient Native American earthworks and archaeological sites.
  • 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 Area Development District
Triple: [Kentucky Area Development Districts system, hasComponent, Lake Cumberland Area Development District]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lake Cumberland Area Development District
Target entity description: 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.
  • A. Lake Cumberland State Resort Park
    Lake Cumberland State Resort Park is a popular Kentucky state park and vacation destination known for its large reservoir, boating, fishing, and lakeside lodging and recreation facilities.
  • B. Lake Cumberland
    Lake Cumberland is a large man-made reservoir in south-central Kentucky known for recreation, houseboating, and flood control.
  • C. Cumberland Lake system
    The Cumberland Lake system is a network of lakes and waterways in northeastern Saskatchewan, Canada, that forms a significant part of the Saskatchewan River drainage basin and supports important ecological and local subsistence activities.
  • D. St. Clair Flats
    St. Clair Flats is an extensive freshwater delta and wetland complex at the northern end of Lake St. Clair, known for its rich biodiversity and maze of channels and marshes.
  • E. Paint Creek Valley
    Paint Creek Valley is a region in south-central Ohio known for its rich concentration of ancient Native American earthworks and archaeological sites.
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc41d57881908b9ab17d1844a8d0 completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b6369fc81909ff15a48a8a640e2 completed May 17, 2026, 3:52 a.m.
NEDg Description generation batch_6a093ed7f68c8190b175251a158cbcc1 completed May 17, 2026, 4:06 a.m.
NED2 Entity disambiguation (via description) batch_6a093f3ba1f88190ae07076c83bd0517 completed May 17, 2026, 4:08 a.m.
Created at: April 16, 2026, 1:54 p.m.