Triple
T4981660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Union College (Kentucky) |
E111899
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Barbourville, Kentucky
Barbourville, Kentucky is a small city in southeastern Kentucky known as the county seat of Knox County and home to Union College.
|
E502841
|
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: Barbourville, Kentucky | Statement: [Union College (Kentucky), locatedIn, Barbourville, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbourville, Kentucky Context triple: [Union College (Kentucky), locatedIn, Barbourville, Kentucky]
-
A.
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.
-
B.
Bellevue, Kentucky
Bellevue, Kentucky is a small historic riverfront city in Campbell County, located along the Ohio River just across from Cincinnati, Ohio.
-
C.
Hardinsburg, Kentucky
Hardinsburg, Kentucky is a small city in north-central Kentucky known as the administrative and commercial hub of Breckinridge County.
-
D.
Bonnieville, Kentucky
Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
-
E.
Prestonsburg, Kentucky
Prestonsburg, Kentucky is a small city in eastern Kentucky known as a regional hub for education, healthcare, and Appalachian culture.
- 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: Barbourville, Kentucky Triple: [Union College (Kentucky), locatedIn, Barbourville, Kentucky]
Generated description
Barbourville, Kentucky is a small city in southeastern Kentucky known as the county seat of Knox County and home to Union College.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbourville, Kentucky Target entity description: Barbourville, Kentucky is a small city in southeastern Kentucky known as the county seat of Knox County and home to Union College.
-
A.
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.
-
B.
Bellevue, Kentucky
Bellevue, Kentucky is a small historic riverfront city in Campbell County, located along the Ohio River just across from Cincinnati, Ohio.
-
C.
Hardinsburg, Kentucky
Hardinsburg, Kentucky is a small city in north-central Kentucky known as the administrative and commercial hub of Breckinridge County.
-
D.
Bonnieville, Kentucky
Bonnieville, Kentucky is a small rural city in south-central Kentucky known for its location along U.S. Route 31W and its proximity to Mammoth Cave National Park.
-
E.
Prestonsburg, Kentucky
Prestonsburg, Kentucky is a small city in eastern Kentucky known as a regional hub for education, healthcare, and Appalachian culture.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd725310088190a44b5c02658edc52 |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beef92c2d88190b56dbb48f1f97151 |
completed | March 21, 2026, 7:20 p.m. |
| NEDg | Description generation | batch_69bef0761c208190bac06ff1f92c8224 |
completed | March 21, 2026, 7:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef14ca27c81909a5a44155c9ddaf9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:33 p.m.