Triple

T12115013
Position Surface form Disambiguated ID Type / Status
Subject Richmond–Berea micropolitan area E288534 entity
Predicate containsCity P294 FINISHED
Object Big Hill, Kentucky
Big Hill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
E965704 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: Big Hill, Kentucky | Statement: [Richmond–Berea micropolitan area, containsCity, Big Hill, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Hill, Kentucky
Context triple: [Richmond–Berea micropolitan area, containsCity, Big Hill, Kentucky]
  • A. Hillview, Kentucky
    Hillview, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and proximity to major transportation routes.
  • B. Black Mountain (Kentucky)
    Black Mountain is the highest natural point in the U.S. state of Kentucky, located near the Virginia border in the southeastern Appalachian region.
  • C. Windy Hills, Kentucky
    Windy Hills, Kentucky is a small residential city in Jefferson County that forms part of the suburban area surrounding Louisville.
  • D. Highland Heights, Kentucky
    Highland Heights, Kentucky is a small suburban city in Campbell County, just south of Cincinnati, best known as the home of Northern Kentucky University.
  • E. Horse Cave, Kentucky
    Horse Cave, Kentucky is a small city in south-central Kentucky known for its historic downtown and proximity to extensive cave systems, including the Hidden River Cave.
  • 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: Big Hill, Kentucky
Triple: [Richmond–Berea micropolitan area, containsCity, Big Hill, Kentucky]
Generated description
Big Hill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Hill, Kentucky
Target entity description: Big Hill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
  • A. Hillview, Kentucky
    Hillview, Kentucky is a small suburban city in the Louisville metropolitan area known for its residential communities and proximity to major transportation routes.
  • B. Black Mountain (Kentucky)
    Black Mountain is the highest natural point in the U.S. state of Kentucky, located near the Virginia border in the southeastern Appalachian region.
  • C. Windy Hills, Kentucky
    Windy Hills, Kentucky is a small residential city in Jefferson County that forms part of the suburban area surrounding Louisville.
  • D. Highland Heights, Kentucky
    Highland Heights, Kentucky is a small suburban city in Campbell County, just south of Cincinnati, best known as the home of Northern Kentucky University.
  • E. Horse Cave, Kentucky
    Horse Cave, Kentucky is a small city in south-central Kentucky known for its historic downtown and proximity to extensive cave systems, including the Hidden River Cave.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156921dc8190aa132b0ab3a7c184 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f67f9c30819089305d5d42210c34 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:49 p.m.