Triple

T5519763
Position Surface form Disambiguated ID Type / Status
Subject Wyoming, Michigan E144774 entity
Predicate schoolDistrict P226 FINISHED
Object Kentwood Public Schools
Kentwood Public Schools is a public school district serving students in and around Wyoming, Michigan, known for its diverse student body and comprehensive K–12 educational programs.
E531673 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: Kentwood Public Schools | Statement: [Wyoming, Michigan, schoolDistrict, Kentwood Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kentwood Public Schools
Context triple: [Wyoming, Michigan, schoolDistrict, Kentwood Public Schools]
  • A. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • B. Homewood City Schools
    Homewood City Schools is the public school district serving students in the city of Homewood, Alabama.
  • C. Madison City Schools
    Madison City Schools is a public school district serving students in the city of Madison, Alabama, known for its strong academic performance and rapidly growing suburban community.
  • D. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • E. Washington Community School District
    Washington Community School District is a public school district serving students in and around the city of Washington in southeastern Iowa.
  • 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: Kentwood Public Schools
Triple: [Wyoming, Michigan, schoolDistrict, Kentwood Public Schools]
Generated description
Kentwood Public Schools is a public school district serving students in and around Wyoming, Michigan, known for its diverse student body and comprehensive K–12 educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kentwood Public Schools
Target entity description: Kentwood Public Schools is a public school district serving students in and around Wyoming, Michigan, known for its diverse student body and comprehensive K–12 educational programs.
  • A. Westwood Community School District
    Westwood Community School District is a public school district in Michigan that provides K–12 education to students in and around the city of Inkster.
  • B. Homewood City Schools
    Homewood City Schools is the public school district serving students in the city of Homewood, Alabama.
  • C. Madison City Schools
    Madison City Schools is a public school district serving students in the city of Madison, Alabama, known for its strong academic performance and rapidly growing suburban community.
  • D. Warren Woods Public Schools
    Warren Woods Public Schools is a public school district serving students in the Warren area of Macomb County, Michigan.
  • E. Washington Community School District
    Washington Community School District is a public school district serving students in and around the city of Washington in southeastern Iowa.
  • 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f7082ac8190a372fa75e8dec6a4 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027e57ed88190b2ff3245226851d1 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c03c495bf88190884ab03b9e5540f0 completed March 22, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69c03cd550748190ab9718c510d2f0ca completed March 22, 2026, 7:02 p.m.
Created at: March 22, 2026, 3:33 p.m.