Triple

T11211034
Position Surface form Disambiguated ID Type / Status
Subject Frankfort Independent Schools E265307 entity
Predicate serviceArea P82 FINISHED
Object Frankfort, Kentucky metropolitan area
The Frankfort, Kentucky metropolitan area is a small urban region centered on Kentucky’s capital city, encompassing its surrounding communities and serving as a local hub for government, education, and commerce.
 E49744 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: Frankfort, Kentucky metropolitan area | Statement: [Frankfort Independent Schools, serviceArea, Frankfort, Kentucky metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frankfort, Kentucky metropolitan area
Context triple: [Frankfort Independent Schools, serviceArea, Frankfort, Kentucky metropolitan area]
  • A. Frankfort, Kentucky
    Frankfort, Kentucky is the small but historically significant capital city of the U.S. state of Kentucky, located along the Kentucky River in the central part of the state.
  • B. Louisville metropolitan area
    The Louisville metropolitan area is a multi-county urban region centered on Louisville, Kentucky, encompassing its surrounding suburbs and nearby communities across Kentucky and southern Indiana.
  • C. Louisville, Kentucky
    Louisville, Kentucky is the largest city in the state of Kentucky, known for the Kentucky Derby horse race, its historic bourbon distilleries, and its role as a major cultural and economic hub in the Ohio River Valley.
  • D. Richmond, Kentucky
    Richmond, Kentucky is a city in central Kentucky known as the home of Eastern Kentucky University and a regional center for education, commerce, and healthcare.
  • E. 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.
  • 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: Frankfort, Kentucky metropolitan area
Triple: [Frankfort Independent Schools, serviceArea, Frankfort, Kentucky metropolitan area]
Generated description
The Frankfort, Kentucky metropolitan area is a small urban region centered on Kentucky’s capital city, encompassing its surrounding communities and serving as a local hub for government, education, and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frankfort, Kentucky metropolitan area
Target entity description: The Frankfort, Kentucky metropolitan area is a small urban region centered on Kentucky’s capital city, encompassing its surrounding communities and serving as a local hub for government, education, and commerce.
  • A. Frankfort, Kentucky chosen
    Frankfort, Kentucky is the small but historically significant capital city of the U.S. state of Kentucky, located along the Kentucky River in the central part of the state.
  • B. Louisville metropolitan area
    The Louisville metropolitan area is a multi-county urban region centered on Louisville, Kentucky, encompassing its surrounding suburbs and nearby communities across Kentucky and southern Indiana.
  • C. Louisville, Kentucky
    Louisville, Kentucky is the largest city in the state of Kentucky, known for the Kentucky Derby horse race, its historic bourbon distilleries, and its role as a major cultural and economic hub in the Ohio River Valley.
  • D. Richmond, Kentucky
    Richmond, Kentucky is a city in central Kentucky known as the home of Eastern Kentucky University and a regional center for education, commerce, and healthcare.
  • E. 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.
  • 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8d6f5d4819086dcb776a0d469e8 completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e509dd91288190beefaaa451d692ae completed April 19, 2026, 4:59 p.m.
NEDg Description generation batch_69e510f7bec08190989118b6e4a7fa49 completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e5168c8da0819093bf61d8ea5f9e35 completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:30 p.m.