Triple

T16416556
Position Surface form Disambiguated ID Type / Status
Subject Oakland, Kentucky E398700 entity
Predicate isServedBy P1293 FINISHED
Object Warren County Public Schools
Warren County Public Schools is a public school district in Kentucky that operates and oversees multiple K–12 schools serving students in Warren County, including the community of Oakland.
 E1213250 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: Warren County Public Schools | Statement: [Oakland, Kentucky, isServedBy, Warren County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warren County Public Schools
Context triple: [Oakland, Kentucky, isServedBy, Warren County Public Schools]
  • A. Warren County School District
    Warren County School District is the public school system responsible for providing K–12 education to students in Warren County, Georgia.
  • B. Warren City Schools
    Warren City Schools is the public school district serving students in the city of Warren, Ohio.
  • C. Warren Township Schools
    Warren Township Schools is the public school district that serves students in pre-kindergarten through eighth grade in Warren Township, Somerset County, New Jersey.
  • D. Madison County School District
    Madison County School District is a public school system serving students in Madison County, Mississippi, providing K–12 education across multiple schools in the area.
  • E. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • 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: Warren County Public Schools
Triple: [Oakland, Kentucky, isServedBy, Warren County Public Schools]
Generated description
Warren County Public Schools is a public school district in Kentucky that operates and oversees multiple K–12 schools serving students in Warren County, including the community of Oakland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warren County Public Schools
Target entity description: Warren County Public Schools is a public school district in Kentucky that operates and oversees multiple K–12 schools serving students in Warren County, including the community of Oakland.
  • A. Warren County School District
    Warren County School District is the public school system responsible for providing K–12 education to students in Warren County, Georgia.
  • B. Warren City Schools
    Warren City Schools is the public school district serving students in the city of Warren, Ohio.
  • C. Warren Township Schools
    Warren Township Schools is the public school district that serves students in pre-kindergarten through eighth grade in Warren Township, Somerset County, New Jersey.
  • D. Madison County School District
    Madison County School District is a public school system serving students in Madison County, Mississippi, providing K–12 education across multiple schools in the area.
  • E. Madison County School District
    Madison County School District is the public education system responsible for operating and overseeing the K–12 schools serving students in Madison County, Florida.
  • 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32877ff248190886717d3329421a7 completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00457f60c081908f4e46993780ac09 completed May 10, 2026, 8:44 a.m.
NEDg Description generation batch_6a00464f264081908faef31ef15f378a completed May 10, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_6a004767d1c88190814e83f09383e874 completed May 10, 2026, 8:52 a.m.
Created at: April 10, 2026, 5:09 a.m.