Triple
T4819540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Kentucky University |
E107674
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Highland Heights, Kentucky
Highland Heights, Kentucky is a small suburban city in Campbell County, just south of Cincinnati, best known as the home of Northern Kentucky University.
|
E471942
|
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: Highland Heights, Kentucky | Statement: [Northern Kentucky University, locatedIn, Highland Heights, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highland Heights, Kentucky Context triple: [Northern Kentucky University, locatedIn, Highland Heights, Kentucky]
-
A.
Hillview, Kentucky
Hillview, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and proximity to major transportation routes.
-
B.
New Hope, Kentucky
New Hope, Kentucky is a small rural unincorporated community located in Nelson County in the central part of the state.
-
C.
Hardinsburg, Kentucky
Hardinsburg, Kentucky is a small city in north-central Kentucky known as the administrative and commercial hub of Breckinridge County.
-
D.
Hendron, Kentucky
Hendron, Kentucky is an unincorporated community located in McCracken County in the western part of the state, near the city of Paducah.
-
E.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson 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: Highland Heights, Kentucky Triple: [Northern Kentucky University, locatedIn, Highland Heights, Kentucky]
Generated description
Highland Heights, Kentucky is a small suburban city in Campbell County, just south of Cincinnati, best known as the home of Northern Kentucky University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highland Heights, Kentucky Target entity description: Highland Heights, Kentucky is a small suburban city in Campbell County, just south of Cincinnati, best known as the home of Northern Kentucky University.
-
A.
Hillview, Kentucky
Hillview, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and proximity to major transportation routes.
-
B.
New Hope, Kentucky
New Hope, Kentucky is a small rural unincorporated community located in Nelson County in the central part of the state.
-
C.
Hardinsburg, Kentucky
Hardinsburg, Kentucky is a small city in north-central Kentucky known as the administrative and commercial hub of Breckinridge County.
-
D.
Hendron, Kentucky
Hendron, Kentucky is an unincorporated community located in McCracken County in the western part of the state, near the city of Paducah.
-
E.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson 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_69bd43f9efa081908314cb3e94fa1695 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c96f4dc81909e3186159b5c75ab |
completed | March 20, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4dbbfe588190bae0aca210bea2bc |
completed | March 21, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69be4f6ceb60819080dc1ee93950a7f0 |
completed | March 21, 2026, 7:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4fbc83188190af2c9767aa9272a7 |
completed | March 21, 2026, 7:58 a.m. |
Created at: March 20, 2026, 1:24 p.m.