Triple

T322585
Position Surface form Disambiguated ID Type / Status
Subject Elizabethtown–Fort Knox metropolitan area E6445 entity
Predicate adjacentTo P224 FINISHED
Object Bowling Green metropolitan area
The Bowling Green metropolitan area is a regional urban and economic hub in south-central Kentucky centered on the city of Bowling Green.
E16637 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: Bowling Green metropolitan area | Statement: [Elizabethtown–Fort Knox metropolitan area, adjacentTo, Bowling Green metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bowling Green metropolitan area
Context triple: [Elizabethtown–Fort Knox metropolitan area, adjacentTo, Bowling Green metropolitan area]
  • A. Bowling Green, Kentucky
    Bowling Green, Kentucky is a city in south-central Kentucky best known as the home of the Chevrolet Corvette’s manufacturing plant and the National Corvette Museum.
  • B. Elizabethtown–Fort Knox metropolitan area
    The Elizabethtown–Fort Knox metropolitan area is a U.S. Census-defined region in central Kentucky centered around the city of Elizabethtown and the Fort Knox military installation.
  • C. Columbus metropolitan area
    The Columbus metropolitan area is a regional urban and economic hub centered on the city of Columbus in western Georgia, extending into east-central Alabama.
  • D. Dayton–Springfield metropolitan area
    The Dayton–Springfield metropolitan area is a combined urban and economic region in western Ohio centered on the cities of Dayton and Springfield and their surrounding communities.
  • E. Buffalo
    Buffalo is a major city in western New York State known for its industrial history, proximity to Niagara Falls, and namesake Buffalo-style chicken wings.
  • 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: Bowling Green metropolitan area
Triple: [Elizabethtown–Fort Knox metropolitan area, adjacentTo, Bowling Green metropolitan area]
Generated description
The Bowling Green metropolitan area is a regional urban and economic hub in south-central Kentucky centered on the city of Bowling Green.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bowling Green metropolitan area
Target entity description: The Bowling Green metropolitan area is a regional urban and economic hub in south-central Kentucky centered on the city of Bowling Green.
  • A. Bowling Green, Kentucky chosen
    Bowling Green, Kentucky is a city in south-central Kentucky best known as the home of the Chevrolet Corvette’s manufacturing plant and the National Corvette Museum.
  • B. Elizabethtown–Fort Knox metropolitan area
    The Elizabethtown–Fort Knox metropolitan area is a U.S. Census-defined region in central Kentucky centered around the city of Elizabethtown and the Fort Knox military installation.
  • C. Columbus metropolitan area
    The Columbus metropolitan area is a regional urban and economic hub centered on the city of Columbus in western Georgia, extending into east-central Alabama.
  • D. Dayton–Springfield metropolitan area
    The Dayton–Springfield metropolitan area is a combined urban and economic region in western Ohio centered on the cities of Dayton and Springfield and their surrounding communities.
  • E. Buffalo
    Buffalo is a major city in western New York State known for its industrial history, proximity to Niagara Falls, and namesake Buffalo-style chicken wings.
  • F. None of above.

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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea82ba748190bae651f5de908617 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d240b0d881908611456ba7b29fce completed March 1, 2026, 5:44 a.m.
NEDg Description generation batch_69a3d2cf9bb08190bffa5c03147b6aff completed March 1, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69a3d34bbbcc819089cf2123da185eb3 completed March 1, 2026, 5:48 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.