Triple

T374296
Position Surface form Disambiguated ID Type / Status
Subject Muskegon, Michigan E8335 entity
Predicate hasEducationalInstitution P113 FINISHED
Object 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.
 E47381 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: Muskegon Community College | Statement: [Muskegon, Michigan, hasEducationalInstitution, Muskegon Community College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muskegon Community College
Context triple: [Muskegon, Michigan, hasEducationalInstitution, Muskegon Community College]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Clark State College
    Clark State College is a public community college known for offering career-focused associate degrees, certificates, and workforce training programs in Springfield, Ohio.
  • E. Hope College
    Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western 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: Muskegon Community College
Triple: [Muskegon, Michigan, hasEducationalInstitution, Muskegon Community College]
Generated description
Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muskegon Community College
Target entity description: Muskegon Community College is a public two-year college offering associate degrees, certificates, and transfer programs to students in the Muskegon, Michigan area.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Clark State College
    Clark State College is a public community college known for offering career-focused associate degrees, certificates, and workforce training programs in Springfield, Ohio.
  • E. Hope College
    Hope College is a private Christian liberal arts college known for its strong undergraduate programs and picturesque campus in western 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_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_69a3f0aa7ac081908125aee0042c63cc completed March 1, 2026, 7:54 a.m.
NEDg Description generation batch_69a3f11956f88190aed9f3b7f51c0c37 completed March 1, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69a3f21217b881909817a693e8cd75f5 completed March 1, 2026, 8 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.