Triple

T9434348
Position Surface form Disambiguated ID Type / Status
Subject Licking River E227463 entity
Predicate flowsThrough P225 FINISHED
Object Fleming County, Kentucky
Fleming County, Kentucky is a rural county in northeastern Kentucky known for its rolling farmland, small communities, and location along the Licking River.
E896115 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: Fleming County, Kentucky | Statement: [Licking River, flowsThrough, Fleming County, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fleming County, Kentucky
Context triple: [Licking River, flowsThrough, Fleming County, Kentucky]
  • A. Fayette County, Kentucky
    Fayette County, Kentucky is a central Kentucky county best known as the home of Lexington, a major city in the heart of the Bluegrass Region.
  • B. Nelson County, Kentucky
    Nelson County, Kentucky is a historic central Kentucky county known for its role in the bourbon whiskey industry and its seat in the city of Bardstown.
  • C. Franklin County, Kentucky
    Franklin County, Kentucky is a centrally located Kentucky county best known as the home of the state capital, Frankfort.
  • D. Campbell County, Kentucky
    Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
  • E. Carlisle County, Kentucky
    Carlisle County, Kentucky is a small rural county in far western Kentucky known for its agricultural landscape and proximity to the Mississippi River.
  • 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: Fleming County, Kentucky
Triple: [Licking River, flowsThrough, Fleming County, Kentucky]
Generated description
Fleming County, Kentucky is a rural county in northeastern Kentucky known for its rolling farmland, small communities, and location along the Licking River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fleming County, Kentucky
Target entity description: Fleming County, Kentucky is a rural county in northeastern Kentucky known for its rolling farmland, small communities, and location along the Licking River.
  • A. Fayette County, Kentucky
    Fayette County, Kentucky is a central Kentucky county best known as the home of Lexington, a major city in the heart of the Bluegrass Region.
  • B. Nelson County, Kentucky
    Nelson County, Kentucky is a historic central Kentucky county known for its role in the bourbon whiskey industry and its seat in the city of Bardstown.
  • C. Franklin County, Kentucky
    Franklin County, Kentucky is a centrally located Kentucky county best known as the home of the state capital, Frankfort.
  • D. Campbell County, Kentucky
    Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
  • E. Carlisle County, Kentucky
    Carlisle County, Kentucky is a small rural county in far western Kentucky known for its agricultural landscape and proximity to the Mississippi River.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e62d53c81908055e0967e6cd54d completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e23aeb6f9c8190a986af35bcf353f7 completed April 17, 2026, 1:51 p.m.
NEDg Description generation batch_69e2453f6f008190847298f4006290f7 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e288b1d64c8190b31313634b706d0a completed April 17, 2026, 7:23 p.m.
Created at: March 30, 2026, 7:49 p.m.