Triple

T9434365
Position Surface form Disambiguated ID Type / Status
Subject Licking River E227463 entity
Predicate hasCityOnBank P7935 FINISHED
Object Falmouth, Kentucky
Falmouth, Kentucky is a small city in Pendleton County that serves as the county seat and lies at the confluence of the Licking and South Fork Licking rivers.
E804736 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: Falmouth, Kentucky | Statement: [Licking River, hasCityOnBank, Falmouth, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Falmouth, Kentucky
Context triple: [Licking River, hasCityOnBank, Falmouth, Kentucky]
  • A. Brownsville, Kentucky
    Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
  • B. Bloomfield, Kentucky
    Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
  • C. St. Francis, Kentucky
    St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
  • D. Fulton, Kentucky
    Fulton, Kentucky is a small city in southwestern Kentucky historically known as a railroad hub and for its role in the banana distribution industry.
  • E. Bellevue, Kentucky
    Bellevue, Kentucky is a small historic riverfront city in Campbell County, located along the Ohio River just across from Cincinnati, Ohio.
  • 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: Falmouth, Kentucky
Triple: [Licking River, hasCityOnBank, Falmouth, Kentucky]
Generated description
Falmouth, Kentucky is a small city in Pendleton County that serves as the county seat and lies at the confluence of the Licking and South Fork Licking rivers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Falmouth, Kentucky
Target entity description: Falmouth, Kentucky is a small city in Pendleton County that serves as the county seat and lies at the confluence of the Licking and South Fork Licking rivers.
  • A. Brownsville, Kentucky
    Brownsville, Kentucky is a small city that serves as the county seat of Edmonson County and a gateway to nearby Mammoth Cave National Park.
  • B. Bloomfield, Kentucky
    Bloomfield, Kentucky is a small historic city located in central Kentucky that serves as one of the communities within Nelson County.
  • C. St. Francis, Kentucky
    St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
  • D. Fulton, Kentucky
    Fulton, Kentucky is a small city in southwestern Kentucky historically known as a railroad hub and for its role in the banana distribution industry.
  • E. Bellevue, Kentucky
    Bellevue, Kentucky is a small historic riverfront city in Campbell County, located along the Ohio River just across from Cincinnati, Ohio.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e62d53c81908055e0967e6cd54d completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14be965e881909acda0a2df1b24b3 completed April 4, 2026, 5:35 p.m.
NEDg Description generation batch_69d14ca535588190aa2ff77f0658226b completed April 4, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69d14d29d32c8190a8615b3450492abc completed April 4, 2026, 5:40 p.m.
Created at: March 30, 2026, 7:49 p.m.