Triple
T6292409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Depoy, Kentucky |
E141049
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Muhlenberg County |
E454939
|
NE FINISHED |
How this triple was built (2 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: Muhlenberg County | Statement: [Depoy, Kentucky, county, Muhlenberg County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhlenberg County Context triple: [Depoy, Kentucky, county, Muhlenberg County]
-
A.
Muhlenberg County, Kentucky
chosen
Muhlenberg County, Kentucky, is a rural county in the western part of the state known historically for its coal mining industry and small-town communities.
-
B.
McCreary County, Kentucky
McCreary County, Kentucky is a rural county known for its extensive forests, outdoor recreation areas, and large portions of the Daniel Boone National Forest and Big South Fork National River and Recreation Area.
-
C.
Washington County, Kentucky
Washington County, Kentucky is a rural county in central Kentucky known as the state’s first county formed after its separation from Virginia, with Springfield as its county seat.
-
D.
Boone County, Kentucky
Boone County, Kentucky is a rapidly growing county in northern Kentucky that forms part of the Cincinnati metropolitan area and hosts major transportation and logistics hubs.
-
E.
Belmont County
Belmont County is a county in eastern Ohio, United States, located along the Ohio River and known for its mix of small industrial cities and rural communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008cdf2ac8190bb640c94478fb4ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0642017588190b6c99c685653f6c2 |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce88013b58819098bb60188fee1465 |
completed | April 2, 2026, 3:15 p.m. |
Created at: March 22, 2026, 4:27 p.m.