Triple

T15367755
Position Surface form Disambiguated ID Type / Status
Subject Milford, Michigan, United States E367460 entity
Predicate hasPublicSchoolDistrict P226 FINISHED
Object Huron Valley Schools
Huron Valley Schools is a public school district serving students in and around Milford in southeastern Michigan.
 E1153122 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 Valley Schools | Statement: [Milford, Michigan, United States, hasPublicSchoolDistrict, Huron Valley Schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huron Valley Schools
Context triple: [Milford, Michigan, United States, hasPublicSchoolDistrict, Huron Valley Schools]
  • A. Huron City School District
    Huron City School District is a public school system serving students in and around Huron Township in Erie County, Ohio.
  • B. Huron School District (Michigan)
    Huron School District (Michigan) is a public school district serving students in and around Huron Township in Wayne County, Michigan.
  • C. L’Anse Creuse Public Schools
    L’Anse Creuse Public Schools is a public school district serving students in and around Clinton Township in Macomb County, Michigan.
  • D. Chippewa Valley Schools
    Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
  • E. Lake Shore Public Schools
    Lake Shore Public Schools is a public school district serving students in the St. Clair Shores area of 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: Huron Valley Schools
Triple: [Milford, Michigan, United States, hasPublicSchoolDistrict, Huron Valley Schools]
Generated description
Huron Valley Schools is a public school district serving students in and around Milford in southeastern Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huron Valley Schools
Target entity description: Huron Valley Schools is a public school district serving students in and around Milford in southeastern Michigan.
  • A. Huron City School District
    Huron City School District is a public school system serving students in and around Huron Township in Erie County, Ohio.
  • B. Huron School District (Michigan)
    Huron School District (Michigan) is a public school district serving students in and around Huron Township in Wayne County, Michigan.
  • C. L’Anse Creuse Public Schools
    L’Anse Creuse Public Schools is a public school district serving students in and around Clinton Township in Macomb County, Michigan.
  • D. Chippewa Valley Schools
    Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
  • E. Lake Shore Public Schools
    Lake Shore Public Schools is a public school district serving students in the St. Clair Shores area of 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4a7cdc8190b7b48c97e774c306 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b4e968c8190a16824ee3ede13b2 completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0dc93af88190ae34fa3983aac820 completed May 9, 2026, 10:34 a.m.
NED2 Entity disambiguation (via description) batch_69ff0e467a148190871cb8a2dc660e06 completed May 9, 2026, 10:36 a.m.
Created at: April 10, 2026, 3:18 a.m.