Triple

T2293621
Position Surface form Disambiguated ID Type / Status
Subject Boyle County, Kentucky E51560 entity
Predicate containsSettlement P847 FINISHED
Object Parksville, Kentucky
Parksville, Kentucky is a small unincorporated rural community located in Boyle County in central Kentucky.
E257784 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: Parksville, Kentucky | Statement: [Boyle County, Kentucky, containsSettlement, Parksville, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parksville, Kentucky
Context triple: [Boyle County, Kentucky, containsSettlement, Parksville, Kentucky]
  • A. Payneville, Kentucky
    Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • B. Guston, Kentucky
    Guston, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • 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. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • E. Mitchellsburg, Kentucky
    Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
  • 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: Parksville, Kentucky
Triple: [Boyle County, Kentucky, containsSettlement, Parksville, Kentucky]
Generated description
Parksville, Kentucky is a small unincorporated rural community located in Boyle County in central Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parksville, Kentucky
Target entity description: Parksville, Kentucky is a small unincorporated rural community located in Boyle County in central Kentucky.
  • A. Payneville, Kentucky
    Payneville, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • B. Guston, Kentucky
    Guston, Kentucky is an unincorporated rural community located in Meade County in the north-central part of the state.
  • 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. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • E. Mitchellsburg, Kentucky chosen
    Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
  • F. None of above.

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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5d90d988190b3253b54e5bb5530 completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea870018481908780ba79a0ddd5c7 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea97aa5788190af3aa158978247af completed March 9, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69aea9e632348190bbd439b07d76a0df completed March 9, 2026, 11:07 a.m.
Created at: March 4, 2026, 7:48 p.m.