Triple

T2465378
Position Surface form Disambiguated ID Type / Status
Subject Hart County, Kentucky E55234 entity
Predicate hasCommunity P2605 FINISHED
Object Bonnieville, Kentucky
Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
E325781 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: Bonnieville, Kentucky | Statement: [Hart County, Kentucky, hasCommunity, Bonnieville, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bonnieville, Kentucky
Context triple: [Hart County, Kentucky, hasCommunity, Bonnieville, Kentucky]
  • A. Shively, Kentucky
    Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
  • B. Junction City, Kentucky
    Junction City, Kentucky is a small rural city in central Kentucky that forms part of the Danville Micropolitan Area and serves as a local residential and service community.
  • C. Burgin, Kentucky
    Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
  • D. Sadieville, Kentucky
    Sadieville, Kentucky is a small rural city in Scott County known for its historic railroad roots and quiet, small-town character.
  • 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: Bonnieville, Kentucky
Triple: [Hart County, Kentucky, hasCommunity, Bonnieville, Kentucky]
Generated description
Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bonnieville, Kentucky
Target entity description: Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
  • A. Shively, Kentucky
    Shively, Kentucky is a home rule-class city in Jefferson County that functions as a residential suburb of Louisville.
  • B. Junction City, Kentucky
    Junction City, Kentucky is a small rural city in central Kentucky that forms part of the Danville Micropolitan Area and serves as a local residential and service community.
  • C. Burgin, Kentucky
    Burgin, Kentucky is a small home rule-class city located in Mercer County in the central part of the state.
  • D. Sadieville, Kentucky
    Sadieville, Kentucky is a small rural city in Scott County known for its historic railroad roots and quiet, small-town character.
  • 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd1216f44819094c46ae7c2c1e394 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1f84f2c5c819084c82bfbd6a3b6f0 completed March 11, 2026, 11:18 p.m.
NEDg Description generation batch_69b1fc11c7dc81908918697b2397b3ef completed March 11, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69b1fcb50fd08190831349b37ed86144 completed March 11, 2026, 11:37 p.m.
Created at: March 6, 2026, 9:44 p.m.