Triple

T21339187
Position Surface form Disambiguated ID Type / Status
Subject Adair County, Kentucky E526134 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Glens Fork, Kentucky
Glens Fork, Kentucky is a small unincorporated rural community located in Adair County in south-central Kentucky.
E1478373 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: Glens Fork, Kentucky | Statement: [Adair County, Kentucky, hasUnincorporatedCommunity, Glens Fork, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glens Fork, Kentucky
Context triple: [Adair County, Kentucky, hasUnincorporatedCommunity, Glens Fork, Kentucky]
  • A. Coxs Creek, Kentucky
    Coxs Creek, Kentucky is a small unincorporated community in Nelson County known for its rural character and location in central Kentucky.
  • B. Brodhead, Kentucky
    Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
  • C. Bighill, Kentucky
    Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
  • D. Horse Branch, Kentucky
    Horse Branch, Kentucky is an unincorporated rural community located in Ohio County in western Kentucky.
  • E. Narrows, Kentucky
    Narrows, Kentucky is a small unincorporated community located in Ohio County in western Kentucky.
  • 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: Glens Fork, Kentucky
Triple: [Adair County, Kentucky, hasUnincorporatedCommunity, Glens Fork, Kentucky]
Generated description
Glens Fork, Kentucky is a small unincorporated rural community located in Adair County in south-central Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glens Fork, Kentucky
Target entity description: Glens Fork, Kentucky is a small unincorporated rural community located in Adair County in south-central Kentucky.
  • A. Coxs Creek, Kentucky
    Coxs Creek, Kentucky is a small unincorporated community in Nelson County known for its rural character and location in central Kentucky.
  • B. Brodhead, Kentucky
    Brodhead, Kentucky is a small city in Rockcastle County known for its rural Appalachian setting and role as a local community hub in south-central Kentucky.
  • C. Bighill, Kentucky
    Bighill, Kentucky is a small unincorporated community in Madison County that lies within the Richmond–Berea micropolitan region of central Kentucky.
  • D. Horse Branch, Kentucky
    Horse Branch, Kentucky is an unincorporated rural community located in Ohio County in western Kentucky.
  • E. Narrows, Kentucky
    Narrows, Kentucky is a small unincorporated community located in Ohio County in western Kentucky.
  • 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_69e0b51c33048190ab27cede74ef798c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e898dbea44819096dd25701ee462f9 completed April 22, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5c448cc81909f4b86f6d10b96a3 completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a6723714819087d80d62bdcb3926 completed May 17, 2026, 11:28 a.m.
NED2 Entity disambiguation (via description) batch_6a09a6d55bf08190bb4a90fbb258f49b completed May 17, 2026, 11:30 a.m.
Created at: April 16, 2026, 4:44 p.m.