Triple

T2421641
Position Surface form Disambiguated ID Type / Status
Subject Jefferson County, Kentucky E53430 entity
Predicate contains P35 FINISHED
Object Prospect, Kentucky
Prospect, Kentucky is an affluent suburban city in northeastern Jefferson County known for its residential communities along the Ohio River and proximity to Louisville.
E265031 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: Prospect, Kentucky | Statement: [Jefferson County, Kentucky, contains, Prospect, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prospect, Kentucky
Context triple: [Jefferson County, Kentucky, contains, Prospect, Kentucky]
  • A. Fort Thomas, Kentucky
    Fort Thomas, Kentucky is a suburban city in northern Kentucky, just south of Cincinnati, known for its historic military fort roots and residential character.
  • B. Jenkins, Kentucky
    Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
  • C. Upton, Kentucky
    Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
  • D. Danville, Kentucky
    Danville, Kentucky is a historic small city in central Kentucky known for being the home of Centre College and for its role in early statehood and constitutional history.
  • E. Wilmore, Kentucky
    Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
  • 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: Prospect, Kentucky
Triple: [Jefferson County, Kentucky, contains, Prospect, Kentucky]
Generated description
Prospect, Kentucky is an affluent suburban city in northeastern Jefferson County known for its residential communities along the Ohio River and proximity to Louisville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prospect, Kentucky
Target entity description: Prospect, Kentucky is an affluent suburban city in northeastern Jefferson County known for its residential communities along the Ohio River and proximity to Louisville.
  • A. Fort Thomas, Kentucky
    Fort Thomas, Kentucky is a suburban city in northern Kentucky, just south of Cincinnati, known for its historic military fort roots and residential character.
  • B. Jenkins, Kentucky
    Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
  • C. Upton, Kentucky
    Upton, Kentucky is a small rural city located in central Kentucky that lies along Interstate 65 and spans both Hardin and LaRue counties.
  • D. Danville, Kentucky
    Danville, Kentucky is a historic small city in central Kentucky known for being the home of Centre College and for its role in early statehood and constitutional history.
  • E. Wilmore, Kentucky
    Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
  • 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_69ab495c44d48190b7235b23719bc3f6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc971093481909c8924d58187860c completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf5b1bb8819095920d702c180d3f completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec338adf481908492b99d6e949bf8 completed March 9, 2026, 12:55 p.m.
NED2 Entity disambiguation (via description) batch_69aec3d410048190b908e883442b4ac2 completed March 9, 2026, 12:57 p.m.
Created at: March 6, 2026, 9:42 p.m.