Triple

T5572177
Position Surface form Disambiguated ID Type / Status
Subject Huron Township, Michigan E146227 entity
Predicate hasSchoolDistrict P226 FINISHED
Object Huron School District (Michigan)
Huron School District (Michigan) is a public school district serving students in and around Huron Township in Wayne County, Michigan.
E530959 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: Huron School District (Michigan) | Statement: [Huron Township, Michigan, hasSchoolDistrict, Huron School District (Michigan)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huron School District (Michigan)
Context triple: [Huron Township, Michigan, hasSchoolDistrict, Huron School District (Michigan)]
  • A. Hudsonville Public Schools
    Hudsonville Public Schools is a public school district in western Michigan that serves students in and around Georgetown Township and the Hudsonville area.
  • B. Lansing School District
    Lansing School District is a public school district serving students in and around Lansing, Michigan, operating multiple elementary, middle, and high schools.
  • C. 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.
  • D. Huron Township, Michigan
    Huron Township, Michigan is a charter township in Wayne County known for its mix of rural landscapes, residential communities, and proximity to the Detroit metropolitan area.
  • E. 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.
  • 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: Huron School District (Michigan)
Triple: [Huron Township, Michigan, hasSchoolDistrict, Huron School District (Michigan)]
Generated description
Huron School District (Michigan) is a public school district serving students in and around Huron Township in Wayne County, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huron School District (Michigan)
Target entity description: Huron School District (Michigan) is a public school district serving students in and around Huron Township in Wayne County, Michigan.
  • A. Hudsonville Public Schools
    Hudsonville Public Schools is a public school district in western Michigan that serves students in and around Georgetown Township and the Hudsonville area.
  • B. Lansing School District
    Lansing School District is a public school district serving students in and around Lansing, Michigan, operating multiple elementary, middle, and high schools.
  • C. 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.
  • D. Huron Township, Michigan
    Huron Township, Michigan is a charter township in Wayne County known for its mix of rural landscapes, residential communities, and proximity to the Detroit metropolitan area.
  • E. 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.
  • 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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020518f348190879ac67dab307134 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0284ef6e48190bae9c9a1b1d77f5d completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c037b5be3c819098c8500350267a1e completed March 22, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69c0393144248190a97d1f82b81cc868 completed March 22, 2026, 6:47 p.m.
Created at: March 22, 2026, 3:37 p.m.