Triple
T10399204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lexington–Fayette metropolitan area |
E245098
|
entity |
| Predicate | containsTown |
P847
|
FINISHED |
| Object |
North Middletown, Kentucky
North Middletown, Kentucky is a small town in Bourbon County that forms part of the greater Lexington–Fayette metropolitan region.
|
E861111
|
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: North Middletown, Kentucky | Statement: [Lexington–Fayette metropolitan area, containsTown, North Middletown, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Middletown, Kentucky Context triple: [Lexington–Fayette metropolitan area, containsTown, North Middletown, Kentucky]
-
A.
Middletown, Kentucky
Middletown, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and local historic charm.
-
B.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
C.
Middlesboro, Kentucky
Middlesboro, Kentucky is a small Appalachian city in southeastern Kentucky known for its location in a meteorite crater near Cumberland Gap and the Tennessee border.
-
D.
Munfordville, Kentucky
Munfordville, Kentucky is a small historic city in south-central Kentucky known for its Civil War heritage and role as the administrative and commercial center of Hart County.
-
E.
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.
- 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: North Middletown, Kentucky Triple: [Lexington–Fayette metropolitan area, containsTown, North Middletown, Kentucky]
Generated description
North Middletown, Kentucky is a small town in Bourbon County that forms part of the greater Lexington–Fayette metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Middletown, Kentucky Target entity description: North Middletown, Kentucky is a small town in Bourbon County that forms part of the greater Lexington–Fayette metropolitan region.
-
A.
Middletown, Kentucky
Middletown, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and local historic charm.
-
B.
Mitchellsburg, Kentucky
Mitchellsburg, Kentucky is a small unincorporated community located in Boyle County in central Kentucky.
-
C.
Middlesboro, Kentucky
Middlesboro, Kentucky is a small Appalachian city in southeastern Kentucky known for its location in a meteorite crater near Cumberland Gap and the Tennessee border.
-
D.
Munfordville, Kentucky
Munfordville, Kentucky is a small historic city in south-central Kentucky known for its Civil War heritage and role as the administrative and commercial center of Hart County.
-
E.
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.
- 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.