Triple
T23020965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Kentucky |
E573161
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | United States Census Bureau’s Paducah, KY-IL Combined Statistical Area |
—
|
NE NERFINISHED |
How this triple was built (2 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’s Paducah, KY-IL Combined Statistical Area | Statement: [Marshall County, Kentucky, locatedIn, United States Census Bureau’s Paducah, KY-IL Combined Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Paducah, KY-IL Combined Statistical Area Context triple: [Marshall County, Kentucky, locatedIn, United States Census Bureau’s Paducah, KY-IL Combined Statistical Area]
-
A.
United States Census Bureau Paducah, KY-IL Micropolitan Statistical Area
chosen
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.
-
B.
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.
-
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.
Kentucky statistical areas
Kentucky statistical areas are U.S. Census Bureau–defined regions within the state used for organizing and analyzing demographic and economic data, including metropolitan and micropolitan statistical areas.
-
E.
Paducah micropolitan area
The Paducah micropolitan area is a small urban-centered region in western Kentucky anchored by the city of Paducah and its surrounding communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b821008190b0e09cb02092aae1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183e9208081908fdbb8e21cacedde |
completed | April 29, 2026, 4:07 a.m. |
Created at: April 17, 2026, 3:52 p.m.