Triple

T374297
Position Surface form Disambiguated ID Type / Status
Subject Muskegon, Michigan E8335 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Baker College of Muskegon
Baker College of Muskegon is a private, career-focused college campus of the Baker College system located in Muskegon, Michigan.
 E47621 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: Baker College of Muskegon | Statement: [Muskegon, Michigan, hasEducationalInstitution, Baker College of Muskegon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Baker College of Muskegon
Context triple: [Muskegon, Michigan, hasEducationalInstitution, Baker College of Muskegon]
  • A. Muskegon Community College
    Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
  • B. 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.
  • C. Kettering University
    Kettering University is a private STEM-focused university in Flint, Michigan, known for its strong engineering programs and mandatory cooperative education model with industry partners.
  • D. Hope College
    Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
  • E. 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.
  • 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: Baker College of Muskegon
Triple: [Muskegon, Michigan, hasEducationalInstitution, Baker College of Muskegon]
Generated description
Baker College of Muskegon is a private, career-focused college campus of the Baker College system located in Muskegon, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Baker College of Muskegon
Target entity description: Baker College of Muskegon is a private, career-focused college campus of the Baker College system located in Muskegon, Michigan.
  • A. Muskegon Community College
    Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
  • B. 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.
  • C. Kettering University
    Kettering University is a private STEM-focused university in Flint, Michigan, known for its strong engineering programs and mandatory cooperative education model with industry partners.
  • D. Hope College
    Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western Michigan.
  • E. 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.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec13b9b48190b294d998c6720132 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3f4da5b2881909f71546e714c7883 completed March 1, 2026, 8:12 a.m.
NEDg Description generation batch_69a3f544f4d48190ae1adb4b0f1fd438 completed March 1, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69a3f5932d888190bb1444d6372b1294 completed March 1, 2026, 8:15 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.