Triple
T12529304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Campbell County, Kentucky |
E299517
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Cold Spring, Kentucky
Cold Spring, Kentucky is a small suburban city in northern Kentucky that forms part of the Cincinnati metropolitan area.
|
E1005318
|
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: Cold Spring, Kentucky | Statement: [Campbell County, Kentucky, hasCity, Cold Spring, Kentucky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cold Spring, Kentucky Context triple: [Campbell County, Kentucky, hasCity, Cold Spring, Kentucky]
-
A.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
B.
Fairview, Kentucky
Fairview, Kentucky is a small unincorporated community best known as the birthplace of Jefferson Davis, president of the Confederate States during the American Civil War.
-
C.
St. Francis, Kentucky
St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
-
D.
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.
-
E.
Clarkson, Kentucky
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events in central Kentucky.
- 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: Cold Spring, Kentucky Triple: [Campbell County, Kentucky, hasCity, Cold Spring, Kentucky]
Generated description
Cold Spring, Kentucky is a small suburban city in northern Kentucky that forms part of the Cincinnati metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cold Spring, Kentucky Target entity description: Cold Spring, Kentucky is a small suburban city in northern Kentucky that forms part of the Cincinnati metropolitan area.
-
A.
Riverwood, Kentucky
Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
-
B.
Fairview, Kentucky
Fairview, Kentucky is a small unincorporated community best known as the birthplace of Jefferson Davis, president of the Confederate States during the American Civil War.
-
C.
St. Francis, Kentucky
St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
-
D.
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.
-
E.
Clarkson, Kentucky
Clarkson, Kentucky is a small home rule-class city in Grayson County known for its rural character and local community events in central Kentucky.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545e90948190980bd4d64964a0f2 |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ea78dcc819091773d900ad44be6 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f6902f138c8190a94a01c1fbb30b57 |
completed | May 3, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_69f69138b40881909e9c74d6d922e1f3 |
completed | May 3, 2026, 12:05 a.m. |
Created at: April 8, 2026, 9:57 p.m.