Triple

T2869680
Position Surface form Disambiguated ID Type / Status
Subject Champaign, Illinois E63527 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Champaign Unit 4 School District
Champaign Unit 4 School District is the public school system serving students in the Champaign, Illinois area, operating multiple elementary, middle, and high schools.
 E307388 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: Champaign Unit 4 School District | Statement: [Champaign, Illinois, hasPublicSchoolDistrict, Champaign Unit 4 School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Champaign Unit 4 School District
Context triple: [Champaign, Illinois, hasPublicSchoolDistrict, Champaign Unit 4 School District]
  • A. Indian Prairie School District 204
    Indian Prairie School District 204 is a large public school district serving students in parts of Naperville, Aurora, and surrounding communities in Illinois.
  • B. Naperville Community Unit School District 203
    Naperville Community Unit School District 203 is a public school district serving students in Naperville, Illinois, and surrounding communities, known for its strong academic performance and comprehensive K–12 educational programs.
  • C. Champaign Park District
    The Champaign Park District is the local government agency responsible for providing and managing parks, recreational facilities, and community programs for residents of Champaign, Illinois.
  • D. Community Consolidated School District 181
    Community Consolidated School District 181 is a public elementary school district serving students in Hinsdale, Illinois, and surrounding communities.
  • E. Glenbard Township High School District 87
    Glenbard Township High School District 87 is a public high school district in DuPage County, Illinois, serving Glen Ellyn and several surrounding communities in the western suburbs of Chicago.
  • 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: Champaign Unit 4 School District
Triple: [Champaign, Illinois, hasPublicSchoolDistrict, Champaign Unit 4 School District]
Generated description
Champaign Unit 4 School District is the public school system serving students in the Champaign, Illinois area, operating multiple elementary, middle, and high schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Champaign Unit 4 School District
Target entity description: Champaign Unit 4 School District is the public school system serving students in the Champaign, Illinois area, operating multiple elementary, middle, and high schools.
  • A. Indian Prairie School District 204
    Indian Prairie School District 204 is a large public school district serving students in parts of Naperville, Aurora, and surrounding communities in Illinois.
  • B. Naperville Community Unit School District 203
    Naperville Community Unit School District 203 is a public school district serving students in Naperville, Illinois, and surrounding communities, known for its strong academic performance and comprehensive K–12 educational programs.
  • C. Champaign Park District
    The Champaign Park District is the local government agency responsible for providing and managing parks, recreational facilities, and community programs for residents of Champaign, Illinois.
  • D. Community Consolidated School District 181
    Community Consolidated School District 181 is a public elementary school district serving students in Hinsdale, Illinois, and surrounding communities.
  • E. Glenbard Township High School District 87
    Glenbard Township High School District 87 is a public high school district in DuPage County, Illinois, serving Glen Ellyn and several surrounding communities in the western suburbs of Chicago.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfe15ff081908dd1dad62c292b2b completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0314fe01081908dad360ba7f3944e completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b035668e808190bf97708ac6c119af completed March 10, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69b03c2d0d908190b63dad3d8fcb4a29 completed March 10, 2026, 3:43 p.m.
Created at: March 6, 2026, 10:02 p.m.