Triple

T2258801
Position Surface form Disambiguated ID Type / Status
Subject Hamilton County, Ohio E49788 entity
Predicate borders P224 FINISHED
Object Campbell County, Kentucky
Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
E299517 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: Campbell County, Kentucky | Statement: [Hamilton County, Ohio, borders, Campbell County, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Campbell County, Kentucky
Context triple: [Hamilton County, Ohio, borders, Campbell County, Kentucky]
  • A. 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.
  • B. 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.
  • C. Warren County, Kentucky
    Warren County, Kentucky is a county in south-central Kentucky best known for its seat, Bowling Green, and its strong automotive manufacturing presence.
  • D. McCracken County, Kentucky
    McCracken County, Kentucky is a county in western Kentucky known for encompassing the city of Paducah, a regional hub for culture, commerce, and river-based industry.
  • E. 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.
  • 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: Campbell County, Kentucky
Triple: [Hamilton County, Ohio, borders, Campbell County, Kentucky]
Generated description
Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Campbell County, Kentucky
Target entity description: Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
  • A. 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.
  • B. 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.
  • C. Warren County, Kentucky
    Warren County, Kentucky is a county in south-central Kentucky best known for its seat, Bowling Green, and its strong automotive manufacturing presence.
  • D. McCracken County, Kentucky
    McCracken County, Kentucky is a county in western Kentucky known for encompassing the city of Paducah, a regional hub for culture, commerce, and river-based industry.
  • E. 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.
  • 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc15ad06c8190b6d0babc17015787 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc629e4588190b6e56329809ed72d completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afc7cd70088190bb4eb7f3f04031d2 completed March 10, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69afc81f909c8190b8908fff327966aa completed March 10, 2026, 7:28 a.m.
Created at: March 4, 2026, 7:48 p.m.