Triple

T11781697
Position Surface form Disambiguated ID Type / Status
Subject Oak Grove, Kentucky E280160 entity
Predicate isIncludedIn P1925 FINISHED
Object Clarksville, TN–KY metropolitan statistical area
The Clarksville, TN–KY metropolitan statistical area is a bi-state region centered on Clarksville, Tennessee, that encompasses surrounding communities in both Tennessee and Kentucky for economic and demographic analysis.
 E146471 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: Clarksville, TN–KY metropolitan statistical area | Statement: [Oak Grove, Kentucky, isIncludedIn, Clarksville, TN–KY metropolitan statistical area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clarksville, TN–KY metropolitan statistical area
Context triple: [Oak Grove, Kentucky, isIncludedIn, Clarksville, TN–KY metropolitan statistical area]
  • A. Clarksville
    Clarksville is a rapidly growing city in northern Tennessee known for its proximity to Fort Campbell and its role as a regional economic and cultural center.
  • B. Clarksville
    Clarksville is a town in southern Indiana known for its proximity to Louisville, Kentucky, and its historic and commercial significance along the Ohio River.
  • C. Jackson, Tennessee metropolitan area
    The Jackson, Tennessee metropolitan area is a regional urban and economic hub in West Tennessee centered on the city of Jackson and encompassing surrounding communities such as Brownsville.
  • D. Knoxville metropolitan area
    The Knoxville metropolitan area is a regional urban and economic hub in East Tennessee centered on the city of Knoxville and its surrounding suburban and rural communities.
  • E. Memphis metropolitan area
    The Memphis metropolitan area is a multi-county urban region centered on the city of Memphis, spanning parts of Tennessee, Mississippi, and Arkansas and serving as a major cultural, economic, and transportation hub of the Mid-South.
  • 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: Clarksville, TN–KY metropolitan statistical area
Triple: [Oak Grove, Kentucky, isIncludedIn, Clarksville, TN–KY metropolitan statistical area]
Generated description
The Clarksville, TN–KY metropolitan statistical area is a bi-state region centered on Clarksville, Tennessee, that encompasses surrounding communities in both Tennessee and Kentucky for economic and demographic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Clarksville, TN–KY metropolitan statistical area
Target entity description: The Clarksville, TN–KY metropolitan statistical area is a bi-state region centered on Clarksville, Tennessee, that encompasses surrounding communities in both Tennessee and Kentucky for economic and demographic analysis.
  • A. Clarksville
    Clarksville is a town in southern Indiana known for its proximity to Louisville, Kentucky, and its historic and commercial significance along the Ohio River.
  • B. Clarksville chosen
    Clarksville is a rapidly growing city in northern Tennessee known for its proximity to Fort Campbell and its role as a regional economic and cultural center.
  • C. Jackson, Tennessee metropolitan area
    The Jackson, Tennessee metropolitan area is a regional urban and economic hub in West Tennessee centered on the city of Jackson and encompassing surrounding communities such as Brownsville.
  • D. Knoxville metropolitan area
    The Knoxville metropolitan area is a regional urban and economic hub in East Tennessee centered on the city of Knoxville and its surrounding suburban and rural communities.
  • E. Memphis metropolitan area
    The Memphis metropolitan area is a multi-county urban region centered on the city of Memphis, spanning parts of Tennessee, Mississippi, and Arkansas and serving as a major cultural, economic, and transportation hub of the Mid-South.
  • 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_69d6ab01d2688190ad8ed6bda487eaa5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a58413048190b9e3b9d2f5383ec3 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f166c735008190a73dd74dbcddd182 completed April 29, 2026, 2:02 a.m.
NEDg Description generation batch_69f16e31ebfc81908255e24b96bf9a99 completed April 29, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69f1a09eae7481908200709ae9721d53 completed April 29, 2026, 6:09 a.m.
Created at: April 8, 2026, 9:42 p.m.