Triple
T13289340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky |
E316525
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Kentucky metropolitan areas
Kentucky metropolitan areas are the officially defined urban regions within the state that center around major cities and their surrounding communities, used for statistical and planning purposes.
|
E1033032
|
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: Kentucky metropolitan areas | Statement: [United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky, partOf, Kentucky metropolitan areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky metropolitan areas Context triple: [United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky, partOf, Kentucky metropolitan areas]
-
A.
Elizabethtown–Fort Knox metropolitan area
The Elizabethtown–Fort Knox metropolitan area is a U.S. Census-defined region in central Kentucky centered around the city of Elizabethtown and the Fort Knox military installation.
-
B.
Lexington–Fayette metropolitan area
The Lexington–Fayette metropolitan area is a regional urban and economic hub in central Kentucky centered on the city of Lexington and its surrounding communities.
-
C.
Louisville metropolitan area
The Louisville metropolitan area is a multi-county urban region centered on Louisville, Kentucky, encompassing its surrounding suburbs and nearby communities across Kentucky and southern Indiana.
-
D.
Central Kentucky
Central Kentucky is a region in the middle of the U.S. state of Kentucky known for its rolling bluegrass landscapes, horse farms, and historic small towns.
-
E.
Northern Kentucky
Northern Kentucky is a region of Kentucky located just south of Cincinnati, known for its close economic and cultural ties to the Greater Cincinnati metropolitan area.
- 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: Kentucky metropolitan areas Triple: [United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky, partOf, Kentucky metropolitan areas]
Generated description
Kentucky metropolitan areas are the officially defined urban regions within the state that center around major cities and their surrounding communities, used for statistical and planning purposes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky metropolitan areas Target entity description: Kentucky metropolitan areas are the officially defined urban regions within the state that center around major cities and their surrounding communities, used for statistical and planning purposes.
-
A.
Elizabethtown–Fort Knox metropolitan area
The Elizabethtown–Fort Knox metropolitan area is a U.S. Census-defined region in central Kentucky centered around the city of Elizabethtown and the Fort Knox military installation.
-
B.
Lexington–Fayette metropolitan area
The Lexington–Fayette metropolitan area is a regional urban and economic hub in central Kentucky centered on the city of Lexington and its surrounding communities.
-
C.
Louisville metropolitan area
The Louisville metropolitan area is a multi-county urban region centered on Louisville, Kentucky, encompassing its surrounding suburbs and nearby communities across Kentucky and southern Indiana.
-
D.
Central Kentucky
Central Kentucky is a region in the middle of the U.S. state of Kentucky known for its rolling bluegrass landscapes, horse farms, and historic small towns.
-
E.
Northern Kentucky
Northern Kentucky is a region of Kentucky located just south of Cincinnati, known for its close economic and cultural ties to the Greater Cincinnati metropolitan area.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99076aeec8190b0cb883ab60d3f6b |
completed | April 11, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716d4a6f48190a2020e11e887be2e |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f717b7b6dc8190ab323c1926dd9adb |
completed | May 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7186b6218819096c67e9dd9af609f |
completed | May 3, 2026, 9:42 a.m. |
Created at: April 9, 2026, 9:27 p.m.