Triple
T16416544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland, Kentucky |
E398700
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | south-central Kentucky |
E79937
|
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: south-central Kentucky | Statement: [Oakland, Kentucky, region, south-central Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: south-central Kentucky Context triple: [Oakland, Kentucky, region, south-central Kentucky]
-
A.
south-central Kentucky
chosen
South-central Kentucky is a geographic region of Kentucky known for its rolling hills, cave systems, and the city of Bowling Green as its principal urban center.
-
B.
Southwestern Kentucky
Southwestern Kentucky is a region of Kentucky encompassing the state's far southwestern counties, characterized by its rural communities, agricultural economy, and proximity to the Mississippi River.
-
C.
Central Kentucky
Central Kentucky is a region in the middle of the U.S. state of Kentucky known for its rolling bluegrass landscapes, horse farms, and historic small towns.
-
D.
eastern Kentucky
Eastern Kentucky is a predominantly rural, Appalachian region of Kentucky known for its coal mining heritage, mountainous terrain, and persistent economic challenges.
-
E.
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.
- 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32877ff248190886717d3329421a7 |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f457b8c8190b278697ef43301cb |
completed | May 10, 2026, 9:26 a.m. |
Created at: April 10, 2026, 5:09 a.m.