Triple

T14165520
Position Surface form Disambiguated ID Type / Status
Subject Ashland, Kentucky E351062 entity
Predicate isPartOfCrossBorderRegion P31352 FINISHED
Object Kentucky–Ohio–West Virginia Tri-State Area
The Kentucky–Ohio–West Virginia Tri-State Area is a regional metropolitan zone in the eastern United States where the borders of Kentucky, Ohio, and West Virginia meet, centered around cities such as Ashland, Huntington, and Ironton.
E1083066 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: Kentucky–Ohio–West Virginia Tri-State Area | Statement: [Ashland, Kentucky, isPartOfCrossBorderRegion, Kentucky–Ohio–West Virginia Tri-State Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kentucky–Ohio–West Virginia Tri-State Area
Context triple: [Ashland, Kentucky, isPartOfCrossBorderRegion, Kentucky–Ohio–West Virginia Tri-State Area]
  • A. Kentucky–Indiana region
    The Kentucky–Indiana region is a bi-state area centered around the Louisville metropolitan corridor, encompassing interconnected communities and economies across parts of north-central Kentucky and southern Indiana.
  • B. Northern Kentucky
    Northern Kentucky is a region of Kentucky located just south of Cincinnati, known for its close economic and cultural ties to the Greater Cincinnati metropolitan area.
  • C. Illinois–Indiana–Kentucky tri-state area
    The Illinois–Indiana–Kentucky tri-state area is a regional metropolitan zone in the Midwestern and Southern United States centered around the city of Evansville and spanning portions of these three neighboring states.
  • D. Elizabethtown–Fort Knox metropolitan area
    The Elizabethtown–Fort Knox metropolitan area is a U.S. Census-defined region in central Kentucky centered around the city of Elizabethtown and the Fort Knox military installation.
  • E. Miami Valley
    The Miami Valley is a region in southwestern Ohio centered around the Great Miami River, encompassing cities such as Dayton and Springfield and known for its historical, industrial, and cultural significance.
  • 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: Kentucky–Ohio–West Virginia Tri-State Area
Triple: [Ashland, Kentucky, isPartOfCrossBorderRegion, Kentucky–Ohio–West Virginia Tri-State Area]
Generated description
The Kentucky–Ohio–West Virginia Tri-State Area is a regional metropolitan zone in the eastern United States where the borders of Kentucky, Ohio, and West Virginia meet, centered around cities such as Ashland, Huntington, and Ironton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kentucky–Ohio–West Virginia Tri-State Area
Target entity description: The Kentucky–Ohio–West Virginia Tri-State Area is a regional metropolitan zone in the eastern United States where the borders of Kentucky, Ohio, and West Virginia meet, centered around cities such as Ashland, Huntington, and Ironton.
  • A. Kentucky–Indiana region
    The Kentucky–Indiana region is a bi-state area centered around the Louisville metropolitan corridor, encompassing interconnected communities and economies across parts of north-central Kentucky and southern Indiana.
  • B. Northern Kentucky
    Northern Kentucky is a region of Kentucky located just south of Cincinnati, known for its close economic and cultural ties to the Greater Cincinnati metropolitan area.
  • C. Illinois–Indiana–Kentucky tri-state area
    The Illinois–Indiana–Kentucky tri-state area is a regional metropolitan zone in the Midwestern and Southern United States centered around the city of Evansville and spanning portions of these three neighboring states.
  • D. Elizabethtown–Fort Knox metropolitan area
    The Elizabethtown–Fort Knox metropolitan area is a U.S. Census-defined region in central Kentucky centered around the city of Elizabethtown and the Fort Knox military installation.
  • E. Miami Valley
    The Miami Valley is a region in southwestern Ohio centered around the Great Miami River, encompassing cities such as Dayton and Springfield and known for its historical, industrial, and cultural significance.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b207cc8190b85b1ff0910b54da completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f57ad88190aeb8ee0f834bfa20 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fcfdcbd53c81909a347e26b30f9c0b completed May 7, 2026, 9:02 p.m.
NED2 Entity disambiguation (via description) batch_69fcfe9099508190bafd65d0d00129f0 completed May 7, 2026, 9:05 p.m.
Created at: April 10, 2026, 1 a.m.