Triple
T13022422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Casey County, Kentucky |
E326208
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Middleburg, Kentucky
Middleburg, Kentucky is an unincorporated rural community located in Casey County in the south-central region of the state.
|
E1014843
|
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: Middleburg, Kentucky | Statement: [Casey County, Kentucky, hasSettlement, Middleburg, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleburg, Kentucky Context triple: [Casey County, Kentucky, hasSettlement, Middleburg, Kentucky]
-
A.
Hardinsburg, Kentucky
Hardinsburg, Kentucky is a small city in north-central Kentucky known as the administrative and commercial hub of Breckinridge County.
-
B.
Versailles, Kentucky
Versailles, Kentucky is a small historic city in Woodford County known for its surrounding horse farms, bourbon distilleries, and role in the heart of Kentucky’s Bluegrass region.
-
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.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
E.
Barbourville, Kentucky
Barbourville, Kentucky is a small city in southeastern Kentucky known as the county seat of Knox County and home to Union College.
- 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: Middleburg, Kentucky Triple: [Casey County, Kentucky, hasSettlement, Middleburg, Kentucky]
Generated description
Middleburg, Kentucky is an unincorporated rural community located in Casey County in the south-central region of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleburg, Kentucky Target entity description: Middleburg, Kentucky is an unincorporated rural community located in Casey County in the south-central region of the state.
-
A.
Hardinsburg, Kentucky
Hardinsburg, Kentucky is a small city in north-central Kentucky known as the administrative and commercial hub of Breckinridge County.
-
B.
Versailles, Kentucky
Versailles, Kentucky is a small historic city in Woodford County known for its surrounding horse farms, bourbon distilleries, and role in the heart of Kentucky’s Bluegrass region.
-
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.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
E.
Barbourville, Kentucky
Barbourville, Kentucky is a small city in southeastern Kentucky known as the county seat of Knox County and home to Union College.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97ed05e9c8190a4f208662bca0602 |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c119e19c81908ae2b1caff6f2f32 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c20aff008190a1a10ac02ed08726 |
completed | May 3, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c2de143c81908164f5df2b92e5c3 |
completed | May 3, 2026, 3:37 a.m. |
Created at: April 9, 2026, 8:52 p.m.