Triple

T2419340
Position Surface form Disambiguated ID Type / Status
Subject Franklin County, Kentucky E52381 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Frankfort Independent Schools
Frankfort Independent Schools is a small public school district serving students in and around the city of Frankfort, Kentucky.
E265307 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: Frankfort Independent Schools | Statement: [Franklin County, Kentucky, hasSchoolDistrict, Frankfort Independent Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frankfort Independent Schools
Context triple: [Franklin County, Kentucky, hasSchoolDistrict, Frankfort Independent Schools]
  • A. Hardin County Schools
    Hardin County Schools is a public school district serving students in and around Radcliff in Hardin County, Kentucky.
  • B. Fayette County Public Schools
    Fayette County Public Schools is the public school district serving the city of Lexington and surrounding areas in Fayette County, Kentucky.
  • C. Lexington City Schools
    Lexington City Schools is the public school district serving students in the city of Lexington, North Carolina.
  • D. Lexington Public Schools
    Lexington Public Schools is the public school district serving the town of Lexington, Massachusetts, known for its high academic performance and well-regarded K–12 schools.
  • E. Jefferson County Public Schools
    Jefferson County Public Schools is a large public school district in Colorado that serves students in Lakewood and surrounding communities in the Denver 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: Frankfort Independent Schools
Triple: [Franklin County, Kentucky, hasSchoolDistrict, Frankfort Independent Schools]
Generated description
Frankfort Independent Schools is a small public school district serving students in and around the city of Frankfort, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frankfort Independent Schools
Target entity description: Frankfort Independent Schools is a small public school district serving students in and around the city of Frankfort, Kentucky.
  • A. Hardin County Schools
    Hardin County Schools is a public school district serving students in and around Radcliff in Hardin County, Kentucky.
  • B. Fayette County Public Schools
    Fayette County Public Schools is the public school district serving the city of Lexington and surrounding areas in Fayette County, Kentucky.
  • C. Lexington City Schools
    Lexington City Schools is the public school district serving students in the city of Lexington, North Carolina.
  • D. Lexington Public Schools
    Lexington Public Schools is the public school district serving the town of Lexington, Massachusetts, known for its high academic performance and well-regarded K–12 schools.
  • E. Jefferson County Public Schools
    Jefferson County Public Schools is a large public school district in Colorado that serves students in Lakewood and surrounding communities in the Denver 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_69ab495622948190bc6bc6e4cddaf645 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc96e1b3881909de57501b5d4099a completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf5397508190b755e522060041c0 completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec3cf3d8881908d0e5d72f625634c completed March 9, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_69aec488a4448190b2e9bf40a0fea5ee completed March 9, 2026, 1 p.m.
Created at: March 6, 2026, 9:42 p.m.