Triple

T2735052
Position Surface form Disambiguated ID Type / Status
Subject Norton Shores, Michigan E60609 entity
Predicate hasSchoolDistrict P226 FINISHED
Object 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.
 E294395 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: Muskegon Public Schools | Statement: [Norton Shores, Michigan, hasSchoolDistrict, Muskegon Public Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muskegon Public Schools
Context triple: [Norton Shores, Michigan, hasSchoolDistrict, Muskegon Public Schools]
  • A. Livonia Public Schools
    Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
  • B. Mona Shores Public Schools
    Mona Shores Public Schools is a public school district serving students in the Norton Shores area of Michigan.
  • C. 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.
  • D. Muskegon Heights, Michigan
    Muskegon Heights, Michigan is a small, historically industrial city in Muskegon County known as an inner-ring suburb of Muskegon on the eastern shore of Lake Michigan.
  • E. 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.
  • 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: Muskegon Public Schools
Triple: [Norton Shores, Michigan, hasSchoolDistrict, Muskegon Public Schools]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muskegon Public Schools
Target entity description: 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.
  • A. Livonia Public Schools
    Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in Michigan.
  • B. Mona Shores Public Schools
    Mona Shores Public Schools is a public school district serving students in the Norton Shores area of Michigan.
  • C. 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.
  • D. Muskegon Heights, Michigan
    Muskegon Heights, Michigan is a small, historically industrial city in Muskegon County known as an inner-ring suburb of Muskegon on the eastern shore of Lake Michigan.
  • E. 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.
  • 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_69ab4b77febc819095603eb012cd141b completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb1022488190af84e536946b2e37 completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc430ec8190a54f805cd0067b97 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc545dc48190b61ed2ee73d53737 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbcd39c608190b01924370208f1ec completed March 10, 2026, 6:40 a.m.
Created at: March 6, 2026, 9:56 p.m.