Triple
T2673489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bullitt County, Kentucky |
E56403
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Shepherdsville, Kentucky
Shepherdsville, Kentucky is a small city in north-central Kentucky known as a suburban community within the Louisville metropolitan area.
|
E352997
|
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: Shepherdsville, Kentucky | Statement: [Bullitt County, Kentucky, countySeat, Shepherdsville, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shepherdsville, Kentucky Context triple: [Bullitt County, Kentucky, countySeat, Shepherdsville, Kentucky]
-
A.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
B.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
C.
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.
-
D.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
-
E.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
- 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: Shepherdsville, Kentucky Triple: [Bullitt County, Kentucky, countySeat, Shepherdsville, Kentucky]
Generated description
Shepherdsville, Kentucky is a small city in north-central Kentucky known as a suburban community within the Louisville metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shepherdsville, Kentucky Target entity description: Shepherdsville, Kentucky is a small city in north-central Kentucky known as a suburban community within the Louisville metropolitan area.
-
A.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
B.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
C.
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.
-
D.
Hopkinsville, Kentucky
Hopkinsville, Kentucky is a small city in southwestern Kentucky known for its proximity to the Fort Campbell military installation and its role as a regional commercial and agricultural center.
-
E.
Wilmore, Kentucky
Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
- 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_69ab4a4b13fc81909dfdb3f23da46832 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9b08b1c8190824342fc63e555d2 |
completed | March 7, 2026, 7:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b333feff988190831b50d87892b9c1 |
completed | March 12, 2026, 9:45 p.m. |
| NEDg | Description generation | batch_69b337b1ae5c8190b3015c2f3f6c0b4d |
completed | March 12, 2026, 10:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3381669f08190a0ec7a75b160a835 |
completed | March 12, 2026, 10:03 p.m. |
Created at: March 6, 2026, 9:54 p.m.