Triple
T7510087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hebron, Kentucky |
E177495
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object |
Florence, Kentucky
Florence, Kentucky is a suburban city in Boone County near Cincinnati, known for its retail centers and the iconic “Florence Y’all” water tower.
|
E670256
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Florence, Kentucky | Statement: [Hebron, Kentucky, hasNearbyCity, Florence, Kentucky]
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence, Kentucky Context triple: [Hebron, Kentucky, hasNearbyCity, Florence, Kentucky]
-
A.
Fulton, Kentucky
Fulton, Kentucky is a small city in southwestern Kentucky historically known as a railroad hub and for its role in the banana distribution industry.
-
B.
Franklin, Kentucky
Franklin, Kentucky is a small city in Simpson County known for its historic downtown, agricultural surroundings, and location near the Tennessee border.
-
C.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Oakland, Kentucky
Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Florence, Kentucky Target entity description: Florence, Kentucky is a suburban city in Boone County near Cincinnati, known for its retail centers and the iconic “Florence Y’all” water tower.
-
A.
Fulton, Kentucky
Fulton, Kentucky is a small city in southwestern Kentucky historically known as a railroad hub and for its role in the banana distribution industry.
-
B.
Franklin, Kentucky
Franklin, Kentucky is a small city in Simpson County known for its historic downtown, agricultural surroundings, and location near the Tennessee border.
-
C.
Jeffersontown, Kentucky
Jeffersontown, Kentucky is a suburban city in the Louisville metropolitan area known for its residential communities and local commerce.
-
D.
Bloomfield, Kentucky
Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
-
E.
Oakland, Kentucky
Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
- F. None of above. chosen
How the object was described
The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.
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: Florence, Kentucky Triple: [Hebron, Kentucky, hasNearbyCity, Florence, Kentucky]
Generated description
Florence, Kentucky is a suburban city in Boone County near Cincinnati, known for its retail centers and the iconic “Florence Y’all” water tower.
Provenance (5 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69c69f276b108190af2cc790b6554544 |
elicitation | completed |
| NER | batch_69c6f5d1e1a4819090bf4cbacdbdc7d0 |
ner | completed |
| NED1 | batch_69c8461035b48190ba08c0f759cafe4a |
ned_source_triple | completed |
| NED2 | batch_69c848026e90819098d0b419101f91e1 |
ned_description | completed |
| NEDg | batch_69c84754ec048190be1e37c2189b56ed |
nedg | completed |
Created at: March 27, 2026, 3:45 p.m.