Triple

T7086117
Position Surface form Disambiguated ID Type / Status
Subject Trigg County, Kentucky E165080 entity
Predicate contains P35 FINISHED
Object Roaring Spring, Kentucky
Roaring Spring, Kentucky is an unincorporated rural community located in Trigg County in western Kentucky.
E640761 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: Roaring Spring, Kentucky | Statement: [Trigg County, Kentucky, contains, Roaring Spring, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roaring Spring, Kentucky
Context triple: [Trigg County, Kentucky, contains, Roaring Spring, 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. Lone Oak, Kentucky
    Lone Oak, Kentucky is an unincorporated community in McCracken County that functions as a residential suburb of Paducah in western Kentucky.
  • C. 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.
  • D. Riverwood, Kentucky
    Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
  • E. Hendron, Kentucky
    Hendron, Kentucky is an unincorporated community located in McCracken County in the western part of the state, near the city of Paducah.
  • 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: Roaring Spring, Kentucky
Triple: [Trigg County, Kentucky, contains, Roaring Spring, Kentucky]
Generated description
Roaring Spring, Kentucky is an unincorporated rural community located in Trigg County in western Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roaring Spring, Kentucky
Target entity description: Roaring Spring, Kentucky is an unincorporated rural community located in Trigg County in western 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. Lone Oak, Kentucky
    Lone Oak, Kentucky is an unincorporated community in McCracken County that functions as a residential suburb of Paducah in western Kentucky.
  • C. 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.
  • D. Riverwood, Kentucky
    Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
  • E. Hendron, Kentucky
    Hendron, Kentucky is an unincorporated community located in McCracken County in the western part of the state, near the city of Paducah.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e512bda88190920ecb54b177e569 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79484a644819091fac0e361f77c91 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c795cd08e081908c5f1a59e284063a completed March 28, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69c797711c78819098f9ac674728eb3b completed March 28, 2026, 8:55 a.m.
Created at: March 27, 2026, 2:41 p.m.