Triple

T10397734
Position Surface form Disambiguated ID Type / Status
Subject Kentucky Route 80 E245063 entity
Predicate passesThrough P225 FINISHED
Object Boyd County, Kentucky
Boyd County, Kentucky is a northeastern Kentucky county along the Ohio River that includes the city of Ashland and is part of the Huntington–Ashland metropolitan area.
E1038602 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: Boyd County, Kentucky | Statement: [Kentucky Route 80, passesThrough, Boyd County, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boyd County, Kentucky
Context triple: [Kentucky Route 80, passesThrough, Boyd County, Kentucky]
  • A. Boone County, Kentucky
    Boone County, Kentucky is a rapidly growing county in northern Kentucky that forms part of the Cincinnati metropolitan area and hosts major transportation and logistics hubs.
  • B. Boyle County, Kentucky
    Boyle County, Kentucky is a centrally located county in the U.S. state of Kentucky, known for its county seat Danville and its role in the state's historical and cultural heritage.
  • C. Ballard County, Kentucky
    Ballard County, Kentucky is a rural county in far western Kentucky known for its location along the Mississippi River and its proximity to the city of Paducah.
  • D. Butler County, Kentucky
    Butler County, Kentucky is a rural county in south-central Kentucky known for its agricultural landscape, small communities, and location along the Green River.
  • E. Robertson County, Kentucky
    Robertson County, Kentucky is a small, rural county in northeastern Kentucky known for its agricultural landscape and location within the Licking River watershed.
  • 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: Boyd County, Kentucky
Triple: [Kentucky Route 80, passesThrough, Boyd County, Kentucky]
Generated description
Boyd County, Kentucky is a northeastern Kentucky county along the Ohio River that includes the city of Ashland and is part of the Huntington–Ashland metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boyd County, Kentucky
Target entity description: Boyd County, Kentucky is a northeastern Kentucky county along the Ohio River that includes the city of Ashland and is part of the Huntington–Ashland metropolitan area.
  • A. Boone County, Kentucky
    Boone County, Kentucky is a rapidly growing county in northern Kentucky that forms part of the Cincinnati metropolitan area and hosts major transportation and logistics hubs.
  • B. Boyle County, Kentucky
    Boyle County, Kentucky is a centrally located county in the U.S. state of Kentucky, known for its county seat Danville and its role in the state's historical and cultural heritage.
  • C. Ballard County, Kentucky
    Ballard County, Kentucky is a rural county in far western Kentucky known for its location along the Mississippi River and its proximity to the city of Paducah.
  • D. Butler County, Kentucky
    Butler County, Kentucky is a rural county in south-central Kentucky known for its agricultural landscape, small communities, and location along the Green River.
  • E. Robertson County, Kentucky
    Robertson County, Kentucky is a small, rural county in northeastern Kentucky known for its agricultural landscape and location within the Licking River watershed.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9d0de448190b0bfd4d6c87d47fa completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7304bc684819083ca999f283b0cb3 completed May 3, 2026, 11:23 a.m.
NEDg Description generation batch_69f7316101e48190b3ec59a4376a0562 completed May 3, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_69f731f8e98c8190becfad8e3a371484 completed May 3, 2026, 11:31 a.m.
Created at: April 6, 2026, 12:07 p.m.