Triple

T17759732
Position Surface form Disambiguated ID Type / Status
Subject Barren County, Kentucky E443337 entity
Predicate contains P35 FINISHED
Object Haywood, Kentucky
Haywood, Kentucky is an unincorporated rural community located in Barren County in south-central Kentucky.
E1292669 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: Haywood, Kentucky | Statement: [Barren County, Kentucky, contains, Haywood, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haywood, Kentucky
Context triple: [Barren County, Kentucky, contains, Haywood, Kentucky]
  • A. Bighill, Kentucky
    Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
  • B. Calhoun, Kentucky
    Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western Kentucky.
  • C. Riverwood, Kentucky
    Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
  • D. Wilmore, Kentucky
    Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
  • E. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • 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: Haywood, Kentucky
Triple: [Barren County, Kentucky, contains, Haywood, Kentucky]
Generated description
Haywood, Kentucky is an unincorporated rural community located in Barren County in south-central Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haywood, Kentucky
Target entity description: Haywood, Kentucky is an unincorporated rural community located in Barren County in south-central Kentucky.
  • A. Bighill, Kentucky
    Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
  • B. Calhoun, Kentucky
    Calhoun, Kentucky is a small city in McLean County that serves as the county seat and lies along the Green River in western Kentucky.
  • C. Riverwood, Kentucky
    Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
  • D. Wilmore, Kentucky
    Wilmore, Kentucky is a small central Kentucky city known for its religious and educational institutions, including Asbury University and Asbury Theological Seminary.
  • E. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48421c3048190b26864b72aad0d70 completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c4ffab8819082b850acf4301621 completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d596fc08190b0d8576088332a01 completed May 12, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_6a030dde2bbc8190b10f3c2d45c90f2b completed May 12, 2026, 11:24 a.m.
Created at: April 10, 2026, 10:10 a.m.