Triple

T23453042
Position Surface form Disambiguated ID Type / Status
Subject Ishpeming, Michigan E567836 entity
Predicate hasHighSchool P113 FINISHED
Object Ishpeming High School
Ishpeming High School is a public secondary school serving students in the small Upper Peninsula community of Ishpeming, Michigan.
 E1586308 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: Ishpeming High School | Statement: [Ishpeming, Michigan, hasHighSchool, Ishpeming High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ishpeming High School
Context triple: [Ishpeming, Michigan, hasHighSchool, Ishpeming High School]
  • A. Ishpeming Public School District
    Ishpeming Public School District is a local public school system serving students in the Ishpeming area of Michigan’s Upper Peninsula.
  • B. 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.
  • C. Gwinn High School
    Gwinn High School is a public secondary school serving students in the Gwinn area of Michigan’s Upper Peninsula.
  • D. Chippewa Falls Senior High School
    Chippewa Falls Senior High School is a public secondary school serving students in the Chippewa Falls area of Wisconsin.
  • E. Fruitport High School
    Fruitport High School is a public secondary school in Fruitport, Michigan, serving as the primary high school within the Fruitport Community Schools district.
  • 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: Ishpeming High School
Triple: [Ishpeming, Michigan, hasHighSchool, Ishpeming High School]
Generated description
Ishpeming High School is a public secondary school serving students in the small Upper Peninsula community of Ishpeming, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ishpeming High School
Target entity description: Ishpeming High School is a public secondary school serving students in the small Upper Peninsula community of Ishpeming, Michigan.
  • A. Ishpeming Public School District chosen
    Ishpeming Public School District is a local public school system serving students in the Ishpeming area of Michigan’s Upper Peninsula.
  • B. 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.
  • C. Gwinn High School
    Gwinn High School is a public secondary school serving students in the Gwinn area of Michigan’s Upper Peninsula.
  • D. Chippewa Falls Senior High School
    Chippewa Falls Senior High School is a public secondary school serving students in the Chippewa Falls area of Wisconsin.
  • E. Fruitport High School
    Fruitport High School is a public secondary school in Fruitport, Michigan, serving as the primary high school within the Fruitport Community Schools district.
  • F. None of above.

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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a694f19081909117bc9b10ca8a83 completed April 29, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c824ce7988190b82d8878b7c717c1 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6eee2f48190b4e03039c4c96abe completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca80db6288190ae99313c1f2485db completed May 19, 2026, 6:12 p.m.
Created at: April 17, 2026, 5:52 p.m.