Triple
T18612759
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | largestCity |
P235
|
FINISHED |
| Object | Central City, Kentucky |
—
|
NE NERFINISHED |
How this triple was built (3 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: Central City, Kentucky | Statement: [Muhlenberg County, Kentucky, largestCity, Central City, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central City, Kentucky Context triple: [Muhlenberg County, Kentucky, largestCity, Central City, Kentucky]
-
A.
Kingston, Kentucky
Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
-
B.
Henderson, Kentucky
Henderson, Kentucky is a small city along the Ohio River known for its historic downtown, riverfront parks, and role as a regional hub in western Kentucky.
-
C.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
D.
Richmond, Kentucky
Richmond, Kentucky is a city in central Kentucky known as the home of Eastern Kentucky University and a regional center for education, commerce, and healthcare.
-
E.
Louisville, Kentucky
Louisville, Kentucky is the largest city in the state of Kentucky, known for the Kentucky Derby horse race, its historic bourbon distilleries, and its role as a major cultural and economic hub in the Ohio River Valley.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central City, Kentucky Target entity description: Central City, Kentucky is a small city in western Kentucky that serves as the primary urban and economic center of Muhlenberg County.
-
A.
Kingston, Kentucky
Kingston, Kentucky is a small unincorporated community in Madison County that lies between Richmond and Berea in central Kentucky.
-
B.
Henderson, Kentucky
Henderson, Kentucky is a small city along the Ohio River known for its historic downtown, riverfront parks, and role as a regional hub in western Kentucky.
-
C.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
D.
Richmond, Kentucky
Richmond, Kentucky is a city in central Kentucky known as the home of Eastern Kentucky University and a regional center for education, commerce, and healthcare.
-
E.
Louisville, Kentucky
Louisville, Kentucky is the largest city in the state of Kentucky, known for the Kentucky Derby horse race, its historic bourbon distilleries, and its role as a major cultural and economic hub in the Ohio River Valley.
- F. None of above. chosen
Provenance (2 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54d030d488190a992d10d3d28b4ad |
completed | April 19, 2026, 9:45 p.m. |
Created at: April 10, 2026, 11:45 a.m.