Triple

T2623979
Position Surface form Disambiguated ID Type / Status
Subject Federal Reserve Bank of Cleveland E59072 entity
Predicate servesRegion P82 FINISHED
Object eastern Kentucky
Eastern Kentucky is a predominantly rural, Appalachian region of Kentucky known for its coal mining heritage, mountainous terrain, and persistent economic challenges.
E282888 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: eastern Kentucky | Statement: [Federal Reserve Bank of Cleveland, servesRegion, eastern Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: eastern Kentucky
Context triple: [Federal Reserve Bank of Cleveland, servesRegion, eastern Kentucky]
  • A. south-central Kentucky
    South-central Kentucky is a geographic region of Kentucky known for its rolling hills, cave systems, and the city of Bowling Green as its principal urban center.
  • B. Western Kentucky
    Western Kentucky is a region of Kentucky known for its riverfront cities, agricultural landscapes, and proximity to the confluence of the Ohio and Mississippi Rivers.
  • C. Central Kentucky
    Central Kentucky is a region in the middle of the U.S. state of Kentucky known for its rolling bluegrass landscapes, horse farms, and historic small towns.
  • D. Northern Kentucky
    Northern Kentucky is a region of Kentucky located just south of Cincinnati, known for its close economic and cultural ties to the Greater Cincinnati metropolitan area.
  • E. Kentucky
    Kentucky is a southeastern U.S. state known for its horse racing, bourbon distilleries, bluegrass music, and diverse landscapes ranging from Appalachian mountains to fertile river valleys.
  • 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: eastern Kentucky
Triple: [Federal Reserve Bank of Cleveland, servesRegion, eastern Kentucky]
Generated description
Eastern Kentucky is a predominantly rural, Appalachian region of Kentucky known for its coal mining heritage, mountainous terrain, and persistent economic challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: eastern Kentucky
Target entity description: Eastern Kentucky is a predominantly rural, Appalachian region of Kentucky known for its coal mining heritage, mountainous terrain, and persistent economic challenges.
  • A. south-central Kentucky
    South-central Kentucky is a geographic region of Kentucky known for its rolling hills, cave systems, and the city of Bowling Green as its principal urban center.
  • B. Western Kentucky
    Western Kentucky is a region of Kentucky known for its riverfront cities, agricultural landscapes, and proximity to the confluence of the Ohio and Mississippi Rivers.
  • C. Central Kentucky
    Central Kentucky is a region in the middle of the U.S. state of Kentucky known for its rolling bluegrass landscapes, horse farms, and historic small towns.
  • D. Northern Kentucky
    Northern Kentucky is a region of Kentucky located just south of Cincinnati, known for its close economic and cultural ties to the Greater Cincinnati metropolitan area.
  • E. Kentucky
    Kentucky is a southeastern U.S. state known for its horse racing, bourbon distilleries, bluegrass music, and diverse landscapes ranging from Appalachian mountains to fertile river valleys.
  • 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_69ab4ac558388190962492cd2e1b0ce6 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8af06fc8190ab48d746b8c8892b completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af909b7d9881908930a98d004998fb completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af913e20848190a25c90617df6ea6f completed March 10, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69af91e0ef408190b1ab9cb9f8bbdaca completed March 10, 2026, 3:37 a.m.
Created at: March 6, 2026, 9:50 p.m.