Triple
T367890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Kentucky |
E8203
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Berea, Kentucky
Berea, Kentucky is a small city in central Kentucky best known for Berea College and its vibrant Appalachian arts and crafts community.
|
E55631
|
NE FINISHED |
How this triple was built (4 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: Berea, Kentucky | Statement: [Central Kentucky, hasMajorCity, Berea, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berea, Kentucky Context triple: [Central Kentucky, hasMajorCity, Berea, Kentucky]
-
A.
Radcliff, Kentucky
Radcliff, Kentucky is a city in north-central Kentucky closely associated with the nearby Fort Knox military installation and serving as one of the main urban centers in the Elizabethtown–Fort Knox region.
-
B.
Bowling Green, Kentucky
Bowling Green, Kentucky is a city in south-central Kentucky best known as the home of the Chevrolet Corvette’s manufacturing plant and the National Corvette Museum.
-
C.
Buffalo, Kentucky
Buffalo, Kentucky is a small unincorporated community in LaRue County, located near the city of Hodgenville.
-
D.
Georgetown, Kentucky
Georgetown, Kentucky is a growing small city in Scott County known for its historic downtown, proximity to Lexington, and major Toyota manufacturing plant.
-
E.
Nicholasville, Kentucky
Nicholasville, Kentucky is a rapidly growing city in Jessamine County that serves as a key residential and commercial hub just south of Lexington in central Kentucky.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Berea, Kentucky Triple: [Central Kentucky, hasMajorCity, Berea, Kentucky]
Generated description
Berea, Kentucky is a small city in central Kentucky best known for Berea College and its vibrant Appalachian arts and crafts community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berea, Kentucky Target entity description: Berea, Kentucky is a small city in central Kentucky best known for Berea College and its vibrant Appalachian arts and crafts community.
-
A.
Radcliff, Kentucky
Radcliff, Kentucky is a city in north-central Kentucky closely associated with the nearby Fort Knox military installation and serving as one of the main urban centers in the Elizabethtown–Fort Knox region.
-
B.
Bowling Green, Kentucky
Bowling Green, Kentucky is a city in south-central Kentucky best known as the home of the Chevrolet Corvette’s manufacturing plant and the National Corvette Museum.
-
C.
Buffalo, Kentucky
Buffalo, Kentucky is a small unincorporated community in LaRue County, located near the city of Hodgenville.
-
D.
Georgetown, Kentucky
Georgetown, Kentucky is a growing small city in Scott County known for its historic downtown, proximity to Lexington, and major Toyota manufacturing plant.
-
E.
Nicholasville, Kentucky
Nicholasville, Kentucky is a rapidly growing city in Jessamine County that serves as a key residential and commercial hub just south of Lexington in central Kentucky.
- F. None of above. chosen
Provenance (5 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebeab13c8190b15c2f10310ec6a8 |
completed | Feb. 28, 2026, 1:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a43e6b0d048190b9623bd47a86ecdd |
completed | March 1, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69a43ed5a8588190801f63c206c4d294 |
completed | March 1, 2026, 1:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a43f5db50c8190bb63690cc84427ce |
completed | March 1, 2026, 1:30 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.