Triple

T23453041
Position Surface form Disambiguated ID Type / Status
Subject Ishpeming, Michigan E567836 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Ishpeming Public School District — NE NERFINISHED

How this triple was built (3 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: Ishpeming Public School District | Statement: [Ishpeming, Michigan, hasEducationalInstitution, Ishpeming Public School District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ishpeming Public School District
Context triple: [Ishpeming, Michigan, hasEducationalInstitution, Ishpeming Public School District]
  • A. Pinconning Area School District
    Pinconning Area School District is a public school district serving students in and around the community of Pinconning in Bay County, Michigan.
  • B. Ishpeming, Michigan
    Ishpeming, Michigan is a small city in Michigan’s Upper Peninsula known historically as an iron mining center and as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg.
  • C. Alpena Public Schools
    Alpena Public Schools is the public school district serving students in and around Alpena, Michigan, providing K–12 education through multiple elementary, middle, and high schools.
  • D. Lake Pend Oreille School District
    Lake Pend Oreille School District is a public school district serving Sandpoint and surrounding communities in northern Idaho.
  • E. Munising Public Schools
    Munising Public Schools is a public school district serving students in the Munising area of Michigan’s Upper Peninsula.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ishpeming Public School District
Target entity description: Ishpeming Public School District is a local public school system serving students in the Ishpeming area of Michigan’s Upper Peninsula.
  • A. Pinconning Area School District
    Pinconning Area School District is a public school district serving students in and around the community of Pinconning in Bay County, Michigan.
  • B. Ishpeming, Michigan
    Ishpeming, Michigan is a small city in Michigan’s Upper Peninsula known historically as an iron mining center and as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg.
  • C. Alpena Public Schools
    Alpena Public Schools is the public school district serving students in and around Alpena, Michigan, providing K–12 education through multiple elementary, middle, and high schools.
  • D. Lake Pend Oreille School District
    Lake Pend Oreille School District is a public school district serving Sandpoint and surrounding communities in northern Idaho.
  • E. Munising Public Schools
    Munising Public Schools is a public school district serving students in the Munising area of Michigan’s Upper Peninsula.
  • F. None of above. chosen

Provenance (2 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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a694f19081909117bc9b10ca8a83 completed April 29, 2026, 6:35 a.m.
Created at: April 17, 2026, 5:52 p.m.