Triple

T7510122
Position Surface form Disambiguated ID Type / Status
Subject Boone County, Kentucky E177496 entity
Predicate locatedIn P40 FINISHED
Object 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.
E670259 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’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area | Statement: [Boone County, Kentucky, locatedIn, United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area
Context triple: [Boone County, Kentucky, locatedIn, United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area]
  • A. 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.
  • B. Micropolitan areas of Ohio
    Micropolitan areas of Ohio are small urban regions in the state, each centered around a core city with a population between 10,000 and 50,000 and serving as a local hub for surrounding rural communities.
  • 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 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’s East North Central division
    The United States Census Bureau’s East North Central division is a U.S. census region subdivision that encompasses several Midwestern states, including Illinois, for statistical and demographic analysis.
  • 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’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area
Triple: [Boone County, Kentucky, locatedIn, United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Cincinnati–Middletown, OH–KY–IN Metropolitan Statistical Area
Target entity description: 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.
  • A. 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.
  • B. Micropolitan areas of Ohio
    Micropolitan areas of Ohio are small urban regions in the state, each centered around a core city with a population between 10,000 and 50,000 and serving as a local hub for surrounding rural communities.
  • 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 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’s East North Central division
    The United States Census Bureau’s East North Central division is a U.S. census region subdivision that encompasses several Midwestern states, including Illinois, for statistical and demographic analysis.
  • 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_69c69f276b108190af2cc790b6554544 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5d1e1a4819090bf4cbacdbdc7d0 completed March 27, 2026, 9:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8461035b48190ba08c0f759cafe4a completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c84754ec048190be1e37c2189b56ed completed March 28, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_69c848026e90819098d0b419101f91e1 completed March 28, 2026, 9:28 p.m.
Created at: March 27, 2026, 3:45 p.m.