Triple
T10788571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danville Micropolitan Statistical Area |
E254512
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E885950
|
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 statistical areas | Statement: [Danville Micropolitan Statistical Area, partOf, Kentucky statistical areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kentucky statistical areas Context triple: [Danville Micropolitan Statistical Area, partOf, Kentucky statistical areas]
-
A.
Kentucky Area Development Districts system
The Kentucky Area Development Districts system is a statewide network of regional planning and development organizations that coordinate economic, social, and infrastructure initiatives across Kentucky’s local governments.
-
B.
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.
-
C.
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.
-
D.
Western District of Kentucky
The Western District of Kentucky is a federal judicial district of the United States District Court system that serves the western portion of the state of Kentucky.
-
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 statistical areas Triple: [Danville Micropolitan Statistical Area, partOf, Kentucky statistical areas]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kentucky statistical areas Target entity description: 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.
-
A.
Kentucky Area Development Districts system
The Kentucky Area Development Districts system is a statewide network of regional planning and development organizations that coordinate economic, social, and infrastructure initiatives across Kentucky’s local governments.
-
B.
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.
-
C.
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.
-
D.
Western District of Kentucky
The Western District of Kentucky is a federal judicial district of the United States District Court system that serves the western portion of the state of Kentucky.
-
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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732d65fcc8190ab5573a861409c56 |
completed | April 9, 2026, 5:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de562873b081908bea08c56b1c1e3f |
completed | April 14, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69de5eadb9448190bdf69711394e2ab7 |
completed | April 14, 2026, 3:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de607917808190922df6521d7bfb07 |
completed | April 14, 2026, 3:42 p.m. |
Created at: April 8, 2026, 9:17 p.m.