Triple

T6761870
Position Surface form Disambiguated ID Type / Status
Subject Oakland University E154612 entity
Predicate hasAcademicUnit P1488 FINISHED
Object Oakland University William Beaumont School of Medicine
Oakland University William Beaumont School of Medicine is a medical school in Michigan that offers MD and related biomedical education and training through a partnership between Oakland University and the Beaumont Health system.
E617506 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 William Beaumont School of Medicine | Statement: [Oakland University, hasAcademicUnit, Oakland University William Beaumont School of Medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oakland University William Beaumont School of Medicine
Context triple: [Oakland University, hasAcademicUnit, Oakland University William Beaumont School of Medicine]
  • A. Michigan Medicine
    Michigan Medicine is the University of Michigan’s academic medical center, encompassing its hospitals, clinics, and medical school and serving as a major hub for patient care, research, and education.
  • B. 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.
  • C. Michigan State University College of Human Medicine Flint campus
    The Michigan State University College of Human Medicine Flint campus is a regional medical education site where MSU trains medical students and conducts community-focused health research in Flint, Michigan.
  • D. Miami University College of Medicine
    Miami University College of Medicine was a 19th-century medical school in Ohio that trained physicians such as missionary and diplomat Horace Newton Allen.
  • E. Stritch School of Medicine
    Stritch School of Medicine is the medical school of Loyola University Chicago, known for its Jesuit, patient-centered approach to medical education and research.
  • 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 William Beaumont School of Medicine
Triple: [Oakland University, hasAcademicUnit, Oakland University William Beaumont School of Medicine]
Generated description
Oakland University William Beaumont School of Medicine is a medical school in Michigan that offers MD and related biomedical education and training through a partnership between Oakland University and the Beaumont Health system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oakland University William Beaumont School of Medicine
Target entity description: Oakland University William Beaumont School of Medicine is a medical school in Michigan that offers MD and related biomedical education and training through a partnership between Oakland University and the Beaumont Health system.
  • A. Michigan Medicine
    Michigan Medicine is the University of Michigan’s academic medical center, encompassing its hospitals, clinics, and medical school and serving as a major hub for patient care, research, and education.
  • B. 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.
  • C. Michigan State University College of Human Medicine Flint campus
    The Michigan State University College of Human Medicine Flint campus is a regional medical education site where MSU trains medical students and conducts community-focused health research in Flint, Michigan.
  • D. Miami University College of Medicine
    Miami University College of Medicine was a 19th-century medical school in Ohio that trained physicians such as missionary and diplomat Horace Newton Allen.
  • E. Stritch School of Medicine
    Stritch School of Medicine is the medical school of Loyola University Chicago, known for its Jesuit, patient-centered approach to medical education and research.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d21444dc8190a290af86c81e96a5 completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712b352d08190932bc99dd3d673ba completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713842b9c8190ae31eba0bd449968 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71444e9ec8190a68531ed29fd9377 completed March 27, 2026, 11:35 p.m.
Created at: March 27, 2026, 2:12 p.m.