Triple

T1030873
Position Surface form Disambiguated ID Type / Status
Subject Southeast Michigan E22246 entity
Predicate containsInstitution P186 FINISHED
Object Oakland University
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
 E154612 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: Oakland University | Statement: [Southeast Michigan, containsInstitution, Oakland University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oakland University
Context triple: [Southeast Michigan, containsInstitution, Oakland University]
  • A. University of Michigan–Dearborn
    The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
  • B. University of Michigan–Flint
    The University of Michigan–Flint is a regional public university and satellite campus of the University of Michigan system, offering a range of undergraduate and graduate programs in Flint, Michigan.
  • C. Eastern Michigan University
    Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
  • D. 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.
  • E. 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.
  • 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: Oakland University
Triple: [Southeast Michigan, containsInstitution, Oakland University]
Generated description
Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oakland University
Target entity description: Oakland University is a public research university located in Rochester, Michigan, known for its diverse academic programs and strong emphasis on research and community engagement.
  • A. University of Michigan–Dearborn
    The University of Michigan–Dearborn is a regional public university and campus of the University of Michigan system known for its strong engineering, business, and liberal arts programs serving the Detroit metropolitan area.
  • B. University of Michigan–Flint
    The University of Michigan–Flint is a regional public university and satellite campus of the University of Michigan system, offering a range of undergraduate and graduate programs in Flint, Michigan.
  • C. Eastern Michigan University
    Eastern Michigan University is a public university in Ypsilanti, Michigan, known for its diverse academic programs and strong emphasis on education, business, and health-related fields.
  • D. 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.
  • E. 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.
  • 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_69a493d848848190aed4011b34b2e8d3 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b810429081908a97014ca740824b completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc60b052c8190bacb19f0fdc8059a completed March 8, 2026, 12:42 a.m.
NEDg Description generation batch_69acc6c204a88190a3171898e6e1bb91 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc7d8df108190bf92ca5e33987d04 completed March 8, 2026, 12:50 a.m.
Created at: March 1, 2026, 7:41 p.m.