Triple
T10399205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lexington–Fayette metropolitan area |
E245098
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
Millersburg, Kentucky
Millersburg, Kentucky is a small historic town in Bourbon County that forms part of the greater Lexington–Fayette region in central Kentucky.
|
E861112
|
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: Millersburg, Kentucky | Statement: [Lexington–Fayette metropolitan area, containsTown, Millersburg, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millersburg, Kentucky Context triple: [Lexington–Fayette metropolitan area, containsTown, Millersburg, Kentucky]
-
A.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
B.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
C.
Millville, Kentucky
Millville, Kentucky is a small unincorporated rural community located in Woodford County in the central part of the state.
-
D.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
-
E.
Greensburg, Kentucky
Greensburg, Kentucky is a small historic city in central Kentucky that serves as the county seat of Green County.
- 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: Millersburg, Kentucky Triple: [Lexington–Fayette metropolitan area, containsTown, Millersburg, Kentucky]
Generated description
Millersburg, Kentucky is a small historic town in Bourbon County that forms part of the greater Lexington–Fayette region in central Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millersburg, Kentucky Target entity description: Millersburg, Kentucky is a small historic town in Bourbon County that forms part of the greater Lexington–Fayette region in central Kentucky.
-
A.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
B.
Brownsville, Kentucky
Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
-
C.
Millville, Kentucky
Millville, Kentucky is a small unincorporated rural community located in Woodford County in the central part of the state.
-
D.
Scottsville, Kentucky
Scottsville, Kentucky is a small city that serves as the county seat of Allen County and a local hub for the surrounding rural region.
-
E.
Greensburg, Kentucky
Greensburg, Kentucky is a small historic city in central Kentucky that serves as the county seat of Green County.
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9d1f2408190beaa8197641c66b4 |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fbc759a08190be677bf5458af0c8 |
completed | April 9, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_69d81c40dc6081908cc186ee6cd0814e |
completed | April 9, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8277fbf0881908a1e16d6c07886e6 |
completed | April 9, 2026, 10:26 p.m. |
Created at: April 6, 2026, 12:07 p.m.