Triple

T16153619
Position Surface form Disambiguated ID Type / Status
Subject Grant County, Kentucky E391976 entity
Predicate hasCity P316 FINISHED
Object Dry Ridge, Kentucky
Dry Ridge, Kentucky is a small city in northern Kentucky known historically as a mineral water resort town and now as a residential community along the I-75 corridor.
E1197833 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: Dry Ridge, Kentucky | Statement: [Grant County, Kentucky, hasCity, Dry Ridge, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dry Ridge, Kentucky
Context triple: [Grant County, Kentucky, hasCity, Dry Ridge, 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. 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.
  • C. Roundstone, Kentucky
    Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
  • D. Kevil, Kentucky
    Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
  • E. Pewee Valley, Kentucky
    Pewee Valley, Kentucky is a small historic city in the Louisville metropolitan area known for its wooded residential character and 19th-century architecture.
  • 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: Dry Ridge, Kentucky
Triple: [Grant County, Kentucky, hasCity, Dry Ridge, Kentucky]
Generated description
Dry Ridge, Kentucky is a small city in northern Kentucky known historically as a mineral water resort town and now as a residential community along the I-75 corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dry Ridge, Kentucky
Target entity description: Dry Ridge, Kentucky is a small city in northern Kentucky known historically as a mineral water resort town and now as a residential community along the I-75 corridor.
  • 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. 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.
  • C. Roundstone, Kentucky
    Roundstone, Kentucky is a small unincorporated community in the state of Kentucky, United States.
  • D. Kevil, Kentucky
    Kevil, Kentucky is a small rural city in western Kentucky known for its proximity to the Paducah Gaseous Diffusion Plant and its agricultural surroundings.
  • E. Pewee Valley, Kentucky
    Pewee Valley, Kentucky is a small historic city in the Louisville metropolitan area known for its wooded residential character and 19th-century architecture.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e57e95c8190ae4ed641be974ce5 completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7ac6d1c8190a8553ceb5ec06119 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff90570f0819087c96f33f8f45428 completed May 10, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_69fff99aadf081908050c2941c1e5f96 completed May 10, 2026, 3:20 a.m.
Created at: April 10, 2026, 5:01 a.m.