Triple

T11092733
Position Surface form Disambiguated ID Type / Status
Subject Atoka, Kentucky E262295 entity
Predicate governingBody P46 FINISHED
Object Boyle County government
Boyle County government is the local administrative authority responsible for managing public services, regulations, and governance within Boyle County, Kentucky.
E51560 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: Boyle County government | Statement: [Atoka, Kentucky, governingBody, Boyle County government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boyle County government
Context triple: [Atoka, Kentucky, governingBody, Boyle County government]
  • A. Boyle County, Kentucky
    Boyle County, Kentucky is a centrally located county in the U.S. state of Kentucky, known for its county seat Danville and its role in the state's historical and cultural heritage.
  • B. Boone County Commission
    The Boone County Commission is the primary elected governing body responsible for overseeing county administration, finances, and local policy in Boone County, West Virginia.
  • C. Boone County Council
    Boone County Council is the elected fiscal and legislative governing body responsible for setting budgets, appropriating funds, and establishing local financial policy for Boone County, Indiana.
  • D. Shelby County government
    Shelby County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Shelby County, Alabama.
  • E. Boone County Board of Commissioners
    The Boone County Board of Commissioners is the primary elected governing body responsible for overseeing county administration, infrastructure, and policy decisions in Boone County, Indiana.
  • 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: Boyle County government
Triple: [Atoka, Kentucky, governingBody, Boyle County government]
Generated description
Boyle County government is the local administrative authority responsible for managing public services, regulations, and governance within Boyle County, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boyle County government
Target entity description: Boyle County government is the local administrative authority responsible for managing public services, regulations, and governance within Boyle County, Kentucky.
  • A. Boyle County, Kentucky chosen
    Boyle County, Kentucky is a centrally located county in the U.S. state of Kentucky, known for its county seat Danville and its role in the state's historical and cultural heritage.
  • B. Boone County Commission
    The Boone County Commission is the primary elected governing body responsible for overseeing county administration, finances, and local policy in Boone County, West Virginia.
  • C. Boone County Council
    Boone County Council is the elected fiscal and legislative governing body responsible for setting budgets, appropriating funds, and establishing local financial policy for Boone County, Indiana.
  • D. Shelby County government
    Shelby County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Shelby County, Alabama.
  • E. Boone County Board of Commissioners
    The Boone County Board of Commissioners is the primary elected governing body responsible for overseeing county administration, infrastructure, and policy decisions in Boone County, Indiana.
  • 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d799ec6564819097624195d0cd9093 completed April 9, 2026, 12:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7d3043c8190bdbe0ec51992db0c completed April 18, 2026, 8:21 p.m.
NEDg Description generation batch_69e3f2cbb4708190a328cff473104d14 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f497a01881909d1dae70a02e5f97 completed April 18, 2026, 9:16 p.m.
Created at: April 8, 2026, 9:27 p.m.