Triple

T252539
Position Surface form Disambiguated ID Type / Status
Subject Marquette, Michigan E5180 entity
Predicate hasUniversity P113 FINISHED
Object Northern Michigan University
Northern Michigan University is a public university located in Marquette, Michigan, known for its programs in fields such as education, health sciences, and technology, and for serving as a major educational and cultural hub in Michigan’s Upper Peninsula.
 E32267 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: Northern Michigan University | Statement: [Marquette, Michigan, hasUniversity, Northern Michigan University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Michigan University
Context triple: [Marquette, Michigan, hasUniversity, Northern Michigan University]
  • A. University of Detroit Mercy
    The University of Detroit Mercy is a private Catholic university in Detroit, Michigan, known for its programs in law, dentistry, engineering, and health professions.
  • B. Hope College
    Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
  • C. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • D. Marquette University
    Marquette University is a private Catholic research university in Milwaukee, Wisconsin, known for its strong academic programs and prominent NCAA Division I basketball tradition.
  • E. Cornerstone University
    Cornerstone University is a private Christian liberal arts university known for integrating faith-based education with a range of undergraduate and graduate programs.
  • 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: Northern Michigan University
Triple: [Marquette, Michigan, hasUniversity, Northern Michigan University]
Generated description
Northern Michigan University is a public university located in Marquette, Michigan, known for its programs in fields such as education, health sciences, and technology, and for serving as a major educational and cultural hub in Michigan’s Upper Peninsula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Michigan University
Target entity description: Northern Michigan University is a public university located in Marquette, Michigan, known for its programs in fields such as education, health sciences, and technology, and for serving as a major educational and cultural hub in Michigan’s Upper Peninsula.
  • A. University of Detroit Mercy
    The University of Detroit Mercy is a private Catholic university in Detroit, Michigan, known for its programs in law, dentistry, engineering, and health professions.
  • B. Hope College
    Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
  • C. University of Michigan
    The University of Michigan is a major public research university in Ann Arbor, Michigan, renowned for its strong academic programs, extensive research output, and prominent athletic tradition.
  • D. Marquette University
    Marquette University is a private Catholic research university in Milwaukee, Wisconsin, known for its strong academic programs and prominent NCAA Division I basketball tradition.
  • E. Cornerstone University
    Cornerstone University is a private Christian liberal arts university known for integrating faith-based education with a range of undergraduate and graduate programs.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d39eb3881909f435043c8697f13 completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37374e97c819090a8921d5c27d1ab completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a37424ca448190aeb43c7922fbd1dd completed Feb. 28, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69a3747b0bf481908b197614d9f2d04c completed Feb. 28, 2026, 11:04 p.m.
Created at: Feb. 28, 2026, 2:54 a.m.