Triple

T22409596
Position Surface form Disambiguated ID Type / Status
Subject Billy Ray Cyrus E553962 entity
Predicate placeOfBirth P1 FINISHED
Object Flatwoods, Kentucky, United States
Flatwoods, Kentucky, United States, is a small city in northeastern Kentucky best known as the hometown of country music singer and actor Billy Ray Cyrus.
E1535824 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: Flatwoods, Kentucky, United States | Statement: [Billy Ray Cyrus, placeOfBirth, Flatwoods, Kentucky, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flatwoods, Kentucky, United States
Context triple: [Billy Ray Cyrus, placeOfBirth, Flatwoods, Kentucky, United States]
  • A. Browder, Kentucky
    Browder, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
  • B. Shreve, Kentucky
    Shreve, Kentucky is a small unincorporated community located in Ohio County in the western part of the U.S. state of Kentucky.
  • C. Morganfield, Kentucky, United States
    Morganfield, Kentucky, United States, is a small city in Union County known as the birthplace of NBA coach Dwane Casey.
  • D. Sebree, Kentucky
    Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
  • E. Flatwoods, West Virginia
    Flatwoods, West Virginia is a small town in Braxton County best known for the 1952 “Flatwoods Monster” UFO incident and its location near major highways in central Appalachia.
  • 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: Flatwoods, Kentucky, United States
Triple: [Billy Ray Cyrus, placeOfBirth, Flatwoods, Kentucky, United States]
Generated description
Flatwoods, Kentucky, United States, is a small city in northeastern Kentucky best known as the hometown of country music singer and actor Billy Ray Cyrus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flatwoods, Kentucky, United States
Target entity description: Flatwoods, Kentucky, United States, is a small city in northeastern Kentucky best known as the hometown of country music singer and actor Billy Ray Cyrus.
  • A. Browder, Kentucky
    Browder, Kentucky is a small unincorporated rural community located in Muhlenberg County in the western part of the state.
  • B. Shreve, Kentucky
    Shreve, Kentucky is a small unincorporated community located in Ohio County in the western part of the U.S. state of Kentucky.
  • C. Morganfield, Kentucky, United States
    Morganfield, Kentucky, United States, is a small city in Union County known as the birthplace of NBA coach Dwane Casey.
  • D. Sebree, Kentucky
    Sebree, Kentucky is a small city in Webster County known historically as a railroad town in western Kentucky.
  • E. Flatwoods, West Virginia
    Flatwoods, West Virginia is a small town in Braxton County best known for the 1952 “Flatwoods Monster” UFO incident and its location near major highways in central Appalachia.
  • 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_69e11e4e6ce8819085a1e06d886bf21c completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f158bb9ef88190a773d82ac9ed7a55 completed April 29, 2026, 1:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0e482288190be4e064a2d316780 completed May 18, 2026, 10:58 a.m.
NEDg Description generation batch_6a0af28a8d5881908217c6f49363d411 completed May 18, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0af311f6448190a7e8196bb0e0d4fb completed May 18, 2026, 11:08 a.m.
Created at: April 16, 2026, 8:46 p.m.