Triple

T2673505
Position Surface form Disambiguated ID Type / Status
Subject Bullitt County, Kentucky E56403 entity
Predicate hasCity P316 FINISHED
Object Hebron Estates, Kentucky
Hebron Estates, Kentucky is a small residential city located in Bullitt County within the Louisville metropolitan area.
E287890 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: Hebron Estates, Kentucky | Statement: [Bullitt County, Kentucky, hasCity, Hebron Estates, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hebron Estates, Kentucky
Context triple: [Bullitt County, Kentucky, hasCity, Hebron Estates, Kentucky]
  • A. Hebron, Kentucky
    Hebron, Kentucky is a suburban community in Boone County near Cincinnati, best known as the home of the Cincinnati/Northern Kentucky International Airport.
  • B. Crofton, Kentucky
    Crofton, Kentucky is a small rural city in western Kentucky known for its agricultural surroundings and close-knit community.
  • 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. Highgrove, Kentucky
    Highgrove, Kentucky is a small unincorporated community located in Nelson County in the central part of the state.
  • E. Nonesuch, Kentucky
    Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
  • 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: Hebron Estates, Kentucky
Triple: [Bullitt County, Kentucky, hasCity, Hebron Estates, Kentucky]
Generated description
Hebron Estates, Kentucky is a small residential city located in Bullitt County within the Louisville metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hebron Estates, Kentucky
Target entity description: Hebron Estates, Kentucky is a small residential city located in Bullitt County within the Louisville metropolitan area.
  • A. Hebron, Kentucky
    Hebron, Kentucky is a suburban community in Boone County near Cincinnati, best known as the home of the Cincinnati/Northern Kentucky International Airport.
  • B. Crofton, Kentucky
    Crofton, Kentucky is a small rural city in western Kentucky known for its agricultural surroundings and close-knit community.
  • 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. Highgrove, Kentucky
    Highgrove, Kentucky is a small unincorporated community located in Nelson County in the central part of the state.
  • E. Nonesuch, Kentucky
    Nonesuch, Kentucky is a small unincorporated rural community located in Woodford County in the central Bluegrass region of the state.
  • 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_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9b08b1c8190824342fc63e555d2 completed March 7, 2026, 7:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa06170108190a6f4be82fa4ecd2a completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa0e62fa08190bf278abfce54708d completed March 10, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69afa1c8a7708190bdaefee27d596e49 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.