Triple

T12089192
Position Surface form Disambiguated ID Type / Status
Subject Bernheim Arboretum and Research Forest E287893 entity
Predicate locatedNear P294 FINISHED
Object Clermont, Kentucky
Clermont, Kentucky is a small unincorporated community in Bullitt County best known as the home of the Bernheim Arboretum and Research Forest and several bourbon-related attractions.
E1026361 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: Clermont, Kentucky | Statement: [Bernheim Arboretum and Research Forest, locatedNear, Clermont, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clermont, Kentucky
Context triple: [Bernheim Arboretum and Research Forest, locatedNear, Clermont, Kentucky]
  • A. Canton, Kentucky
    Canton, Kentucky is a small unincorporated community in Trigg County known for its rural setting near Lake Barkley in western Kentucky.
  • B. Mayfield, Kentucky
    Mayfield, Kentucky is a small city in western Kentucky that serves as the county seat of Graves County and a regional hub for agriculture and manufacturing.
  • C. Oakland, Kentucky
    Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
  • D. Lewisport, Kentucky
    Lewisport, Kentucky is a small city in northwestern Kentucky situated along the Ohio River and serving as the primary urban center of Hancock County.
  • E. St. Francis, Kentucky
    St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
  • 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: Clermont, Kentucky
Triple: [Bernheim Arboretum and Research Forest, locatedNear, Clermont, Kentucky]
Generated description
Clermont, Kentucky is a small unincorporated community in Bullitt County best known as the home of the Bernheim Arboretum and Research Forest and several bourbon-related attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clermont, Kentucky
Target entity description: Clermont, Kentucky is a small unincorporated community in Bullitt County best known as the home of the Bernheim Arboretum and Research Forest and several bourbon-related attractions.
  • A. Canton, Kentucky
    Canton, Kentucky is a small unincorporated community in Trigg County known for its rural setting near Lake Barkley in western Kentucky.
  • B. Mayfield, Kentucky
    Mayfield, Kentucky is a small city in western Kentucky that serves as the county seat of Graves County and a regional hub for agriculture and manufacturing.
  • C. Oakland, Kentucky
    Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
  • D. Lewisport, Kentucky
    Lewisport, Kentucky is a small city in northwestern Kentucky situated along the Ohio River and serving as the primary urban center of Hancock County.
  • E. St. Francis, Kentucky
    St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915161f848190a6355c1e372eadaa completed April 10, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5b3ced0819083382a0aceda171a completed May 3, 2026, 7:13 a.m.
NEDg Description generation batch_69f6f6ba509c8190a99426ba4506d31f completed May 3, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6f812ae048190907b8def6b0d019c completed May 3, 2026, 7:24 a.m.
Created at: April 8, 2026, 9:48 p.m.