Triple

T17759731
Position Surface form Disambiguated ID Type / Status
Subject Barren County, Kentucky E443337 entity
Predicate contains P35 FINISHED
Object Hiseville, Kentucky
Hiseville, Kentucky is a small unincorporated community and census-designated place in south-central Kentucky known for its rural character and proximity to Mammoth Cave National Park.
E1289146 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: Hiseville, Kentucky | Statement: [Barren County, Kentucky, contains, Hiseville, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hiseville, Kentucky
Context triple: [Barren County, Kentucky, contains, Hiseville, Kentucky]
  • A. Hawesville, Kentucky
    Hawesville, Kentucky is a small city on the Ohio River in northwestern Kentucky known for serving as the administrative and economic center of Hancock County.
  • B. Hesler, Kentucky
    Hesler, Kentucky is a small unincorporated rural community located in Owen County in the northern part of the U.S. state of Kentucky.
  • C. Scottsville, Kentucky
    Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
  • D. Hustonville, Kentucky
    Hustonville, Kentucky is a small rural city located in south-central Kentucky within the Bluegrass region.
  • E. Calhoun, Kentucky
    Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western 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: Hiseville, Kentucky
Triple: [Barren County, Kentucky, contains, Hiseville, Kentucky]
Generated description
Hiseville, Kentucky is a small unincorporated community and census-designated place in south-central Kentucky known for its rural character and proximity to Mammoth Cave National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hiseville, Kentucky
Target entity description: Hiseville, Kentucky is a small unincorporated community and census-designated place in south-central Kentucky known for its rural character and proximity to Mammoth Cave National Park.
  • A. Hawesville, Kentucky
    Hawesville, Kentucky is a small city on the Ohio River in northwestern Kentucky known for serving as the administrative and economic center of Hancock County.
  • B. Hesler, Kentucky
    Hesler, Kentucky is a small unincorporated rural community located in Owen County in the northern part of the U.S. state of Kentucky.
  • C. Scottsville, Kentucky
    Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
  • D. Hustonville, Kentucky
    Hustonville, Kentucky is a small rural city located in south-central Kentucky within the Bluegrass region.
  • E. Calhoun, Kentucky
    Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western Kentucky.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48421c3048190b26864b72aad0d70 completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff5440308190b45a2a45cd150637 completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a03003084fc8190b7272f7d2e0735d7 completed May 12, 2026, 10:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0300e885e481909c76dfbac2fd1009 completed May 12, 2026, 10:28 a.m.
Created at: April 10, 2026, 10:10 a.m.