Triple

T371723
Position Surface form Disambiguated ID Type / Status
Subject Hardin County, Kentucky E8283 entity
Predicate borders P224 FINISHED
Object Grayson County, Kentucky
Grayson County, Kentucky is a rural county in central Kentucky known for its lakes, outdoor recreation, and small-town communities such as Leitchfield.
E54879 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: Grayson County, Kentucky | Statement: [Hardin County, Kentucky, borders, Grayson County, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grayson County, Kentucky
Context triple: [Hardin County, Kentucky, borders, Grayson County, Kentucky]
  • A. Nelson County, Kentucky
    Nelson County, Kentucky is a historic central Kentucky county known for its role in the bourbon whiskey industry and its seat in the city of Bardstown.
  • B. Scott County, Kentucky
    Scott County, Kentucky is a historically significant county in the Lexington metropolitan area known for its Bluegrass farmland, horse farms, and the city of Georgetown.
  • C. Fayette County, Kentucky
    Fayette County, Kentucky is a central Kentucky county best known as the home of Lexington, a major city in the heart of the Bluegrass Region.
  • D. Madison County, Kentucky
    Madison County, Kentucky is a largely rural county in central Kentucky known for its historic city of Richmond, Eastern Kentucky University, and significant Civil War and frontier heritage.
  • E. Jessamine County, Kentucky
    Jessamine County, Kentucky is a county in the U.S. state of Kentucky known for its mix of suburban communities, agricultural land, and proximity to the Lexington metropolitan area.
  • 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: Grayson County, Kentucky
Triple: [Hardin County, Kentucky, borders, Grayson County, Kentucky]
Generated description
Grayson County, Kentucky is a rural county in central Kentucky known for its lakes, outdoor recreation, and small-town communities such as Leitchfield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grayson County, Kentucky
Target entity description: Grayson County, Kentucky is a rural county in central Kentucky known for its lakes, outdoor recreation, and small-town communities such as Leitchfield.
  • A. Nelson County, Kentucky
    Nelson County, Kentucky is a historic central Kentucky county known for its role in the bourbon whiskey industry and its seat in the city of Bardstown.
  • B. Scott County, Kentucky
    Scott County, Kentucky is a historically significant county in the Lexington metropolitan area known for its Bluegrass farmland, horse farms, and the city of Georgetown.
  • C. Fayette County, Kentucky
    Fayette County, Kentucky is a central Kentucky county best known as the home of Lexington, a major city in the heart of the Bluegrass Region.
  • D. Madison County, Kentucky
    Madison County, Kentucky is a largely rural county in central Kentucky known for its historic city of Richmond, Eastern Kentucky University, and significant Civil War and frontier heritage.
  • E. Jessamine County, Kentucky
    Jessamine County, Kentucky is a county in the U.S. state of Kentucky known for its mix of suburban communities, agricultural land, and proximity to the Lexington metropolitan area.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec00785481908551fc3571fcca47 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a431dbb77081908f87740c9b827f90 completed March 1, 2026, 12:32 p.m.
NEDg Description generation batch_69a4320b5b08819098ca871f5fbc1a3b completed March 1, 2026, 12:33 p.m.
NED2 Entity disambiguation (via description) batch_69a43503ddc48190b2a84ddd5cc39290 completed March 1, 2026, 12:45 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.