Triple

T3410702
Position Surface form Disambiguated ID Type / Status
Subject Kalamazoo Central High School E71885 entity
Predicate schoolDistrict P226 FINISHED
Object Kalamazoo Public Schools
Kalamazoo Public Schools is a public school district serving the city of Kalamazoo, Michigan, known for initiatives like the Kalamazoo Promise scholarship program.
 E355449 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: Kalamazoo Public Schools | Statement: [Kalamazoo Central High School, schoolDistrict, Kalamazoo Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalamazoo Public Schools
Context triple: [Kalamazoo Central High School, schoolDistrict, Kalamazoo Public Schools]
  • A. Kalamazoo Central High School
    Kalamazoo Central High School is a public high school in Kalamazoo, Michigan, best known nationally as the alma mater of Baseball Hall of Famer Derek Jeter.
  • B. Muskegon Public Schools
    Muskegon Public Schools is a public school district in western Michigan that serves students in and around the Muskegon area, including the community of Norton Shores.
  • C. Livonia Public Schools
    Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
  • D. Southfield Public School District
    Southfield Public School District is a public education system serving students in the city of Southfield, Michigan, through a network of elementary, middle, and high schools.
  • E. Fruitport Community Schools
    Fruitport Community Schools is a public school district serving students in the Fruitport area of Muskegon County, Michigan.
  • 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: Kalamazoo Public Schools
Triple: [Kalamazoo Central High School, schoolDistrict, Kalamazoo Public Schools]
Generated description
Kalamazoo Public Schools is a public school district serving the city of Kalamazoo, Michigan, known for initiatives like the Kalamazoo Promise scholarship program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalamazoo Public Schools
Target entity description: Kalamazoo Public Schools is a public school district serving the city of Kalamazoo, Michigan, known for initiatives like the Kalamazoo Promise scholarship program.
  • A. Kalamazoo Central High School
    Kalamazoo Central High School is a public high school in Kalamazoo, Michigan, best known nationally as the alma mater of Baseball Hall of Famer Derek Jeter.
  • B. Muskegon Public Schools
    Muskegon Public Schools is a public school district in western Michigan that serves students in and around the Muskegon area, including the community of Norton Shores.
  • C. Livonia Public Schools
    Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
  • D. Southfield Public School District
    Southfield Public School District is a public education system serving students in the city of Southfield, Michigan, through a network of elementary, middle, and high schools.
  • E. Fruitport Community Schools
    Fruitport Community Schools is a public school district serving students in the Fruitport area of Muskegon County, Michigan.
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9094b2881909262e58a470ed9d0 completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bdd99248190823875cae2531609 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4972008190af3b84f26b4a3629 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc6c3f88190ba1a08243232df05 completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:15 p.m.