Triple

T3504407
Position Surface form Disambiguated ID Type / Status
Subject Western Kentucky E74040 entity
Predicate contains P35 FINISHED
Object Calloway County, Kentucky
Calloway County, Kentucky is a county in southwestern Kentucky known for being home to Murray State University and bordering Kentucky Lake.
E591165 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: Calloway County, Kentucky | Statement: [Western Kentucky, contains, Calloway County, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Calloway County, Kentucky
Context triple: [Western Kentucky, contains, Calloway County, Kentucky]
  • A. Caldwell County, Kentucky
    Caldwell County, Kentucky is a rural county in western Kentucky known for its agricultural landscape, small communities, and location within the state's Pennyrile region.
  • B. Casey County, Kentucky
    Casey County, Kentucky is a rural county in south-central Kentucky known for its agricultural landscape, small communities, and location on the edge of the Appalachian region.
  • C. Hopkins County, Kentucky
    Hopkins County, Kentucky is a county in western Kentucky known for its coal mining heritage and county seat of Madisonville.
  • D. McCracken County, Kentucky
    McCracken County, Kentucky is a county in western Kentucky known for encompassing the city of Paducah, a regional hub for culture, commerce, and river-based industry.
  • E. Campbell County, Kentucky
    Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
  • 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: Calloway County, Kentucky
Triple: [Western Kentucky, contains, Calloway County, Kentucky]
Generated description
Calloway County, Kentucky is a county in southwestern Kentucky known for being home to Murray State University and bordering Kentucky Lake.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Calloway County, Kentucky
Target entity description: Calloway County, Kentucky is a county in southwestern Kentucky known for being home to Murray State University and bordering Kentucky Lake.
  • A. Caldwell County, Kentucky
    Caldwell County, Kentucky is a rural county in western Kentucky known for its agricultural landscape, small communities, and location within the state's Pennyrile region.
  • B. Casey County, Kentucky
    Casey County, Kentucky is a rural county in south-central Kentucky known for its agricultural landscape, small communities, and location on the edge of the Appalachian region.
  • C. Hopkins County, Kentucky
    Hopkins County, Kentucky is a county in western Kentucky known for its coal mining heritage and county seat of Madisonville.
  • D. McCracken County, Kentucky
    McCracken County, Kentucky is a county in western Kentucky known for encompassing the city of Paducah, a regional hub for culture, commerce, and river-based industry.
  • E. Campbell County, Kentucky
    Campbell County, Kentucky is a county in northern Kentucky along the Ohio River, forming part of the Cincinnati metropolitan area.
  • 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbf22b1c8190956141d8fb924210 completed March 8, 2026, 6:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638403d608190b9e4ff5bded68845 completed March 27, 2026, 7:56 a.m.
NEDg Description generation batch_69c63c4b8a448190ac3018522ed4ac8d completed March 27, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69c63cad6d788190949f6165037cd61d completed March 27, 2026, 8:15 a.m.
Created at: March 8, 2026, 3:18 p.m.