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.