Triple

T1711316
Position Surface form Disambiguated ID Type / Status
Subject Streamwood, Illinois E36988 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Elgin Area School District U-46
Elgin Area School District U-46 is one of Illinois’ largest public school districts, serving a diverse student population across multiple communities in the northwest suburbs of Chicago.
E193705 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: Elgin Area School District U-46 | Statement: [Streamwood, Illinois, hasSchoolDistrict, Elgin Area School District U-46]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elgin Area School District U-46
Context triple: [Streamwood, Illinois, hasSchoolDistrict, Elgin Area School District U-46]
  • A. Schaumburg Community Consolidated School District 54
    Schaumburg Community Consolidated School District 54 is a public elementary school district serving students in Schaumburg and surrounding communities in suburban Chicago, Illinois.
  • B. Skokie School District 69
    Skokie School District 69 is a public school district serving elementary and middle school students in the village of Skokie, Illinois.
  • C. Park Ridge-Niles School District 64
    Park Ridge-Niles School District 64 is a public K–8 school district serving students in the suburban communities of Park Ridge and Niles, Illinois.
  • D. Skokie School District 68
    Skokie School District 68 is a public K–8 school district serving students in the village of Skokie, Illinois, just north of Chicago.
  • E. Community High School District 99
    Community High School District 99 is a public high school district in DuPage County, Illinois, best known for operating Downers Grove North and Downers Grove South High Schools.
  • 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: Elgin Area School District U-46
Triple: [Streamwood, Illinois, hasSchoolDistrict, Elgin Area School District U-46]
Generated description
Elgin Area School District U-46 is one of Illinois’ largest public school districts, serving a diverse student population across multiple communities in the northwest suburbs of Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elgin Area School District U-46
Target entity description: Elgin Area School District U-46 is one of Illinois’ largest public school districts, serving a diverse student population across multiple communities in the northwest suburbs of Chicago.
  • A. Schaumburg Community Consolidated School District 54
    Schaumburg Community Consolidated School District 54 is a public elementary school district serving students in Schaumburg and surrounding communities in suburban Chicago, Illinois.
  • B. Skokie School District 69
    Skokie School District 69 is a public school district serving elementary and middle school students in the village of Skokie, Illinois.
  • C. Park Ridge-Niles School District 64
    Park Ridge-Niles School District 64 is a public K–8 school district serving students in the suburban communities of Park Ridge and Niles, Illinois.
  • D. Skokie School District 68
    Skokie School District 68 is a public K–8 school district serving students in the village of Skokie, Illinois, just north of Chicago.
  • E. Community High School District 99
    Community High School District 99 is a public high school district in DuPage County, Illinois, best known for operating Downers Grove North and Downers Grove South High Schools.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa63149288819082e7055d0d292d1d completed March 6, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8addf4a48190b19cdb861db5eecd completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957912808190be5b6ed8d3f20535 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97accca48190bc43e94337589a5f completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.