Triple

T10900131
Position Surface form Disambiguated ID Type / Status
Subject Marion County, Kentucky E257415 entity
Predicate hasEducationService P37097 FINISHED
Object Marion County Public Schools
Marion County Public Schools is the public school district responsible for providing K–12 education to students in Marion County, Kentucky.
 E891714 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: Marion County Public Schools | Statement: [Marion County, Kentucky, hasEducationService, Marion County Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marion County Public Schools
Context triple: [Marion County, Kentucky, hasEducationService, Marion County Public Schools]
  • A. Franklin County Schools
    Franklin County Schools is the public school district serving students in Franklin County, North Carolina.
  • B. Franklin County Public Schools
    Franklin County Public Schools is the public school district that operates and oversees the K–12 public education system serving students in Franklin County, Kentucky.
  • C. Clarke County School District
    Clarke County School District is the public school system serving students in and around Athens, Georgia, providing K–12 education across multiple schools in Clarke County.
  • D. Marion City School District
    Marion City School District is the public school system serving students in the city of Marion, Ohio.
  • E. Lee County School District
    Lee County School District is a public school system in Lee County, Georgia, that oversees local K–12 education through its network of schools and educational programs.
  • 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: Marion County Public Schools
Triple: [Marion County, Kentucky, hasEducationService, Marion County Public Schools]
Generated description
Marion County Public Schools is the public school district responsible for providing K–12 education to students in Marion County, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marion County Public Schools
Target entity description: Marion County Public Schools is the public school district responsible for providing K–12 education to students in Marion County, Kentucky.
  • A. Franklin County Schools
    Franklin County Schools is the public school district serving students in Franklin County, North Carolina.
  • B. Franklin County Public Schools
    Franklin County Public Schools is the public school district that operates and oversees the K–12 public education system serving students in Franklin County, Kentucky.
  • C. Clarke County School District
    Clarke County School District is the public school system serving students in and around Athens, Georgia, providing K–12 education across multiple schools in Clarke County.
  • D. Marion City School District
    Marion City School District is the public school system serving students in the city of Marion, Ohio.
  • E. Lee County School District
    Lee County School District is a public school system in Lee County, Georgia, that oversees local K–12 education through its network of schools and educational programs.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d761a2f02881908b70be6499dd8d98 completed April 9, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69e155306e9081909433522eeecf2b7d completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e174d962ec8190a0ef8442e3414a8d completed April 16, 2026, 11:46 p.m.
NED2 Entity disambiguation (via description) batch_69e1777c0a308190bb5dc5e64cb51af3 completed April 16, 2026, 11:57 p.m.
Created at: April 8, 2026, 9:21 p.m.