Triple
T16591535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calvert City, Kentucky |
E403099
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area
The United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area is a small, multi-county region centered on Paducah that spans parts of western Kentucky and southern Illinois for statistical and demographic analysis.
|
E1222211
|
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: United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area | Statement: [Calvert City, Kentucky, partOf, United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area Context triple: [Calvert City, Kentucky, partOf, United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area]
-
A.
United States Census Bureau’s Louisville–Jefferson County, KY–IN combined statistical area
The United States Census Bureau’s Louisville–Jefferson County, KY–IN combined statistical area is a multi-county, bi-state region centered on Louisville, Kentucky, used for statistical and economic analysis of the broader metropolitan area spanning parts of Kentucky and Indiana.
-
B.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
C.
United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area
The United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area is a multi-state metropolitan region centered on Cincinnati that encompasses numerous surrounding counties in Ohio, Kentucky, and Indiana for statistical and economic analysis.
-
D.
United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky
The United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky is a federally defined region centered on the city of Bowling Green that encompasses Warren County and surrounding areas for demographic and economic analysis.
-
E.
United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
- 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: United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area Triple: [Calvert City, Kentucky, partOf, United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area]
Generated description
The United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area is a small, multi-county region centered on Paducah that spans parts of western Kentucky and southern Illinois for statistical and demographic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area Target entity description: The United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area is a small, multi-county region centered on Paducah that spans parts of western Kentucky and southern Illinois for statistical and demographic analysis.
-
A.
United States Census Bureau’s Louisville–Jefferson County, KY–IN combined statistical area
The United States Census Bureau’s Louisville–Jefferson County, KY–IN combined statistical area is a multi-county, bi-state region centered on Louisville, Kentucky, used for statistical and economic analysis of the broader metropolitan area spanning parts of Kentucky and Indiana.
-
B.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
C.
United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area
The United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area is a multi-state metropolitan region centered on Cincinnati that encompasses numerous surrounding counties in Ohio, Kentucky, and Indiana for statistical and economic analysis.
-
D.
United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky
The United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky is a federally defined region centered on the city of Bowling Green that encompasses Warren County and surrounding areas for demographic and economic analysis.
-
E.
United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e359a123e8819095cd73cd848a3345 |
completed | April 18, 2026, 10:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759b9e5081909815d2cd00d44490 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a007680bc7c81908c81ad690035ed47 |
completed | May 10, 2026, 12:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007734abd481909c9c698f2aef7632 |
completed | May 10, 2026, 12:16 p.m. |
Created at: April 10, 2026, 5:16 a.m.