Triple

T13390975
Position Surface form Disambiguated ID Type / Status
Subject Lincoln County, Kentucky E319570 entity
Predicate seat P75 FINISHED
Object Stanford, Kentucky
Stanford, Kentucky is a small historic city in central Kentucky that serves as the administrative and commercial hub of Lincoln County.
E1081925 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: Stanford, Kentucky | Statement: [Lincoln County, Kentucky, seat, Stanford, Kentucky]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanford, Kentucky
Context triple: [Lincoln County, Kentucky, seat, Stanford, Kentucky]
  • A. Stanton, Kentucky
    Stanton, Kentucky is a small city in eastern Kentucky that serves as the administrative and commercial center of Powell County.
  • B. St. Francis, Kentucky
    St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
  • C. Southgate, Kentucky
    Southgate, Kentucky is a small suburban city in northern Kentucky, located just south of Cincinnati and known for its residential character and proximity to major urban amenities.
  • D. Riverwood, Kentucky
    Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
  • E. Oakland, Kentucky
    Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
  • 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: Stanford, Kentucky
Triple: [Lincoln County, Kentucky, seat, Stanford, Kentucky]
Generated description
Stanford, Kentucky is a small historic city in central Kentucky that serves as the administrative and commercial hub of Lincoln County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanford, Kentucky
Target entity description: Stanford, Kentucky is a small historic city in central Kentucky that serves as the administrative and commercial hub of Lincoln County.
  • A. Stanton, Kentucky
    Stanton, Kentucky is a small city in eastern Kentucky that serves as the administrative and commercial center of Powell County.
  • B. St. Francis, Kentucky
    St. Francis, Kentucky is a small unincorporated community in Marion County known for its rural setting and historic Catholic heritage.
  • C. Southgate, Kentucky
    Southgate, Kentucky is a small suburban city in northern Kentucky, located just south of Cincinnati and known for its residential character and proximity to major urban amenities.
  • D. Riverwood, Kentucky
    Riverwood, Kentucky is a small, affluent residential city in Jefferson County that forms part of the suburban Louisville area.
  • E. Oakland, Kentucky
    Oakland, Kentucky is a small town in Warren County that functions as part of the broader Bowling Green regional community in south-central Kentucky.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dba0d543348190a9c1be509b015c0f completed April 12, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdeea935081909baffaadc8a8fac7 completed May 7, 2026, 6:50 p.m.
NEDg Description generation batch_69fce38906cc8190a8e58fd13b25a385 completed May 7, 2026, 7:10 p.m.
NED2 Entity disambiguation (via description) batch_69fce403d03c81909432e41d47e6b53f completed May 7, 2026, 7:12 p.m.
Created at: April 9, 2026, 9:34 p.m.