Triple
T18612774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg County, Kentucky |
E454939
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Belton, 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: Belton, Kentucky | Statement: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Belton, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Belton, Kentucky Context triple: [Muhlenberg County, Kentucky, hasUnincorporatedCommunity, Belton, Kentucky]
-
A.
Benton, Kentucky
Benton, Kentucky is a small city in western Kentucky that serves as the administrative and commercial hub of Marshall County.
-
B.
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.
-
C.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
D.
Elkton, Kentucky
Elkton, Kentucky is a small city in Todd County known as the birthplace of U.S. Supreme Court Justice James C. McReynolds.
-
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: Belton, Kentucky Target entity description: Belton, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
-
A.
Benton, Kentucky
Benton, Kentucky is a small city in western Kentucky that serves as the administrative and commercial hub of Marshall County.
-
B.
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.
-
C.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
D.
Elkton, Kentucky
Elkton, Kentucky is a small city in Todd County known as the birthplace of U.S. Supreme Court Justice James C. McReynolds.
-
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.