Triple

T13022404
Position Surface form Disambiguated ID Type / Status
Subject Casey County, Kentucky E326208 entity
Predicate hasCountySeat P383 FINISHED
Object Liberty, Kentucky
Liberty, Kentucky is a small rural city in south-central Kentucky that serves as the administrative and commercial hub of Casey County.
E1089441 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: Liberty, Kentucky | Statement: [Casey County, Kentucky, hasCountySeat, Liberty, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberty, Kentucky
Context triple: [Casey County, Kentucky, hasCountySeat, Liberty, Kentucky]
  • A. Independence, Kentucky
    Independence, Kentucky is a home-rule city in northern Kentucky that serves as one of the county seats of Kenton County and functions as a suburban community within the Cincinnati metropolitan area.
  • B. West Liberty, Kentucky
    West Liberty, Kentucky is a small city in Morgan County that serves as a local hub for education, commerce, and services in eastern Kentucky.
  • C. Kingston, Kentucky
    Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
  • D. Franklin, Kentucky
    Franklin, Kentucky is a small city in Simpson County known for its historic downtown, agricultural surroundings, and location near the Tennessee border.
  • E. Lexington, Kentucky
    Lexington, Kentucky is a major city in the Bluegrass region renowned as the "Horse Capital of the World" for its thoroughbred breeding and racing industry.
  • 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: Liberty, Kentucky
Triple: [Casey County, Kentucky, hasCountySeat, Liberty, Kentucky]
Generated description
Liberty, Kentucky is a small rural city in south-central Kentucky that serves as the administrative and commercial hub of Casey County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberty, Kentucky
Target entity description: Liberty, Kentucky is a small rural city in south-central Kentucky that serves as the administrative and commercial hub of Casey County.
  • A. Independence, Kentucky
    Independence, Kentucky is a home-rule city in northern Kentucky that serves as one of the county seats of Kenton County and functions as a suburban community within the Cincinnati metropolitan area.
  • B. West Liberty, Kentucky
    West Liberty, Kentucky is a small city in Morgan County that serves as a local hub for education, commerce, and services in eastern Kentucky.
  • C. Kingston, Kentucky
    Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
  • D. Franklin, Kentucky
    Franklin, Kentucky is a small city in Simpson County known for its historic downtown, agricultural surroundings, and location near the Tennessee border.
  • E. Lexington, Kentucky
    Lexington, Kentucky is a major city in the Bluegrass region renowned as the "Horse Capital of the World" for its thoroughbred breeding and racing industry.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ed05e9c8190a4f208662bca0602 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3237ccf88190974ff1a49c3a874b completed May 8, 2026, 12:45 a.m.
NEDg Description generation batch_69fd339f04f48190abd13b7ce459c931 completed May 8, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69fd341b65e481908cd39e64e52583eb completed May 8, 2026, 12:53 a.m.
Created at: April 9, 2026, 8:52 p.m.