Triple
T18612776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Cleaton, 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: Cleaton, Kentucky | Statement: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Cleaton, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cleaton, Kentucky Context triple: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Cleaton, Kentucky]
-
A.
Clarkson, Kentucky
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events in central Kentucky.
-
B.
Claryville, Kentucky
Claryville, Kentucky is an unincorporated community in Campbell County that forms part of the greater Cincinnati metropolitan area.
-
C.
Kuttawa, Kentucky
Kuttawa, Kentucky is a small city in Lyon County known for its location near Lake Barkley and its history as a relocated town following the creation of the lake.
-
D.
Roundstone, Kentucky
Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
-
E.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
- 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: Cleaton, Kentucky Target entity description: Cleaton, Kentucky is a small unincorporated community located in Muhlenberg County in the western part of the state.
-
A.
Clarkson, Kentucky
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events in central Kentucky.
-
B.
Claryville, Kentucky
Claryville, Kentucky is an unincorporated community in Campbell County that forms part of the greater Cincinnati metropolitan area.
-
C.
Kuttawa, Kentucky
Kuttawa, Kentucky is a small city in Lyon County known for its location near Lake Barkley and its history as a relocated town following the creation of the lake.
-
D.
Roundstone, Kentucky
Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
-
E.
Bighill, Kentucky
Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
- 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.