Triple

T12529312
Position Surface form Disambiguated ID Type / Status
Subject Campbell County, Kentucky E299517 entity
Predicate hasCity P316 FINISHED
Object California, Kentucky
California, Kentucky is a small home rule-class city located along the Ohio River in Campbell County in northern Kentucky.
E997097 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: California, Kentucky | Statement: [Campbell County, Kentucky, hasCity, California, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California, Kentucky
Context triple: [Campbell County, Kentucky, hasCity, California, Kentucky]
  • A. Kentucky
    Kentucky is a southeastern U.S. state known for its horse racing, bourbon distilleries, bluegrass music, and diverse landscapes ranging from Appalachian mountains to fertile river valleys.
  • B. Kentucky and Illinois
    Kentucky and Illinois are neighboring U.S. states in the Midwest and Upper South that meet along the Mississippi River.
  • C. Kentucky and Missouri
    Kentucky and Missouri are neighboring U.S. states in the central United States whose shared boundary is largely defined by the Mississippi River.
  • D. Indiana and Kentucky
    Indiana and Kentucky are neighboring U.S. states in the Midwest and Upper South, respectively, separated in large part by the Ohio River.
  • E. California, Missouri
    California, Missouri is a small city in Moniteau County known for its rural Midwestern character and role as a local hub in central Missouri.
  • 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: California, Kentucky
Triple: [Campbell County, Kentucky, hasCity, California, Kentucky]
Generated description
California, Kentucky is a small home rule-class city located along the Ohio River in Campbell County in northern Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California, Kentucky
Target entity description: California, Kentucky is a small home rule-class city located along the Ohio River in Campbell County in northern Kentucky.
  • A. Kentucky
    Kentucky is a southeastern U.S. state known for its horse racing, bourbon distilleries, bluegrass music, and diverse landscapes ranging from Appalachian mountains to fertile river valleys.
  • B. Kentucky and Illinois
    Kentucky and Illinois are neighboring U.S. states in the Midwest and Upper South that meet along the Mississippi River.
  • C. Kentucky and Missouri
    Kentucky and Missouri are neighboring U.S. states in the central United States whose shared boundary is largely defined by the Mississippi River.
  • D. Indiana and Kentucky
    Indiana and Kentucky are neighboring U.S. states in the Midwest and Upper South, respectively, separated in large part by the Ohio River.
  • E. California, Missouri
    California, Missouri is a small city in Moniteau County known for its rural Midwestern character and role as a local hub in central Missouri.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6718cd6288190ad080f469f334caf completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f67285019c8190be831d3f72cf121f completed May 2, 2026, 9:54 p.m.
NED2 Entity disambiguation (via description) batch_69f67323a724819092425cdb3a070b96 completed May 2, 2026, 9:56 p.m.
Created at: April 8, 2026, 9:57 p.m.