Triple

T2977399
Position Surface form Disambiguated ID Type / Status
Subject Warren County, Kentucky E80430 entity
Predicate partOf P40 FINISHED
Object 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.
E316525 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 metropolitan statistical area of Bowling Green, Kentucky | Statement: [Warren County, Kentucky, partOf, United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky
Context triple: [Warren County, Kentucky, partOf, United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky]
  • A. 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.
  • 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 Office of Management and Budget metropolitan statistical area
    The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
  • D. United States Census Bureau Charlottesville Metropolitan Statistical Area
    The United States Census Bureau Charlottesville Metropolitan Statistical Area is a federally defined region centered on Charlottesville, Virginia, used for statistical purposes to represent the broader local economy and population, including surrounding jurisdictions such as Albemarle County.
  • E. United States Census Bureau designated areas
    United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
  • 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 metropolitan statistical area of Bowling Green, Kentucky
Triple: [Warren County, Kentucky, partOf, United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau metropolitan statistical area of Bowling Green, Kentucky
Target entity description: 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.
  • A. 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.
  • 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 Office of Management and Budget metropolitan statistical area
    The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
  • D. United States Census Bureau Charlottesville Metropolitan Statistical Area
    The United States Census Bureau Charlottesville Metropolitan Statistical Area is a federally defined region centered on Charlottesville, Virginia, used for statistical purposes to represent the broader local economy and population, including surrounding jurisdictions such as Albemarle County.
  • E. United States Census Bureau designated areas
    United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad998c589c8190b4530f3fb8975187 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ecef788190ad40dba81f1036c6 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b1095e85e48190abda38be8ad45599 completed March 11, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69b10d2d99ac8190909dd37ccffa4820 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:58 p.m.