Triple

T3132857
Position Surface form Disambiguated ID Type / Status
Subject Newport, Kentucky E65455 entity
Predicate partOfEconomicRegion P1027 FINISHED
Object Ohio–Kentucky–Indiana tri-state area
The Ohio–Kentucky–Indiana tri-state area is a metropolitan economic and cultural region in the U.S. centered around the Greater Cincinnati area, spanning parts of southwestern Ohio, northern Kentucky, and southeastern Indiana.
 E179989 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: Ohio–Kentucky–Indiana tri-state area | Statement: [Newport, Kentucky, partOfEconomicRegion, Ohio–Kentucky–Indiana tri-state area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ohio–Kentucky–Indiana tri-state area
Context triple: [Newport, Kentucky, partOfEconomicRegion, Ohio–Kentucky–Indiana tri-state area]
  • A. Indiana and Kentucky
    Indiana and Kentucky are neighboring U.S. states in the Midwest and Upper South, respectively, separated in large part by the Ohio River.
  • B. 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.
  • C. Central Indiana
    Central Indiana is a geographic and cultural region in the U.S. state of Indiana that includes the Indianapolis metropolitan area and surrounding communities.
  • D. Northeast Indiana
    Northeast Indiana is a region of the U.S. state of Indiana encompassing Fort Wayne and surrounding communities, known for its manufacturing base, agricultural areas, and growing suburban towns.
  • E. Southern Indiana
    Southern Indiana is a region of the U.S. state of Indiana known for its rolling hills, forests, and historic small towns.
  • 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: Ohio–Kentucky–Indiana tri-state area
Triple: [Newport, Kentucky, partOfEconomicRegion, Ohio–Kentucky–Indiana tri-state area]
Generated description
The Ohio–Kentucky–Indiana tri-state area is a metropolitan economic and cultural region in the U.S. centered around the Greater Cincinnati area, spanning parts of southwestern Ohio, northern Kentucky, and southeastern Indiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ohio–Kentucky–Indiana tri-state area
Target entity description: The Ohio–Kentucky–Indiana tri-state area is a metropolitan economic and cultural region in the U.S. centered around the Greater Cincinnati area, spanning parts of southwestern Ohio, northern Kentucky, and southeastern Indiana.
  • A. Indiana and Kentucky
    Indiana and Kentucky are neighboring U.S. states in the Midwest and Upper South, respectively, separated in large part by the Ohio River.
  • B. Northern Kentucky chosen
    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.
  • C. Central Indiana
    Central Indiana is a geographic and cultural region in the U.S. state of Indiana that includes the Indianapolis metropolitan area and surrounding communities.
  • D. Northeast Indiana
    Northeast Indiana is a region of the U.S. state of Indiana encompassing Fort Wayne and surrounding communities, known for its manufacturing base, agricultural areas, and growing suburban towns.
  • E. Southern Indiana
    Southern Indiana is a region of the U.S. state of Indiana known for its rolling hills, forests, and historic small towns.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada56104ec8190a14591ed73f3fe83 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f82787c81908eb72b18614c3421 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 3:04 p.m.