Triple

T1972815
Position Surface form Disambiguated ID Type / Status
Subject Oak Brook, Illinois E42838 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Butler School District 53
Butler School District 53 is a public school district serving elementary and middle school students in the affluent suburban community of Oak Brook, Illinois.
E223897 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: Butler School District 53 | Statement: [Oak Brook, Illinois, hasSchoolDistrict, Butler School District 53]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Butler School District 53
Context triple: [Oak Brook, Illinois, hasSchoolDistrict, Butler School District 53]
  • A. Butler Elementary School
    Butler Elementary School is a public primary school serving young students in the suburban community of Belmont, Massachusetts.
  • B. Consolidated High School District 230
    Consolidated High School District 230 is a public high school district in the southwest suburbs of Chicago, Illinois, serving multiple communities with several comprehensive high schools.
  • C. Cook County School District 130
    Cook County School District 130 is a public school district in suburban Cook County, Illinois, providing elementary and middle school education to students in communities including Blue Island.
  • D. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • E. 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.
  • 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: Butler School District 53
Triple: [Oak Brook, Illinois, hasSchoolDistrict, Butler School District 53]
Generated description
Butler School District 53 is a public school district serving elementary and middle school students in the affluent suburban community of Oak Brook, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Butler School District 53
Target entity description: Butler School District 53 is a public school district serving elementary and middle school students in the affluent suburban community of Oak Brook, Illinois.
  • A. Butler Elementary School
    Butler Elementary School is a public primary school serving young students in the suburban community of Belmont, Massachusetts.
  • B. Consolidated High School District 230
    Consolidated High School District 230 is a public high school district in the southwest suburbs of Chicago, Illinois, serving multiple communities with several comprehensive high schools.
  • C. Cook County School District 130
    Cook County School District 130 is a public school district in suburban Cook County, Illinois, providing elementary and middle school education to students in communities including Blue Island.
  • D. Bow School District
    Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
  • E. 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.
  • 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_69a8871289048190b00b0d7744b7b2b1 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3f477988190b0165fc46b1cccfd completed March 7, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae032368508190a67fae314d0e6b21 completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae057cc1a08190895031fa6c095f49 completed March 8, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69ae0751eff4819086e5469a2c56a24d completed March 8, 2026, 11:33 p.m.
Created at: March 4, 2026, 7:36 p.m.