Triple

T654347
Position Surface form Disambiguated ID Type / Status
Subject Marcello Truzzi E11613 entity
Predicate employer P7 FINISHED
Object 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.
E88498 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: Eastern Michigan University | Statement: [Marcello Truzzi, employer, Eastern Michigan University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eastern Michigan University
Context triple: [Marcello Truzzi, employer, Eastern Michigan University]
  • 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. 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. Northwestern Michigan College
    Northwestern Michigan College is a community college in Traverse City, Michigan, known for its associate degree programs, maritime and aviation training, and partnerships with four-year universities.
  • D. Michigan State College
    Michigan State College was a mid-20th-century American public institution of higher education that later became Michigan State University, known for its strong programs in agriculture, education, and the liberal arts.
  • E. 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.
  • 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: Eastern Michigan University
Triple: [Marcello Truzzi, employer, Eastern Michigan University]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eastern Michigan University
Target entity description: 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.
  • 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. 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. Northwestern Michigan College
    Northwestern Michigan College is a community college in Traverse City, Michigan, known for its associate degree programs, maritime and aviation training, and partnerships with four-year universities.
  • D. Michigan State College
    Michigan State College was a mid-20th-century American public institution of higher education that later became Michigan State University, known for its strong programs in agriculture, education, and the liberal arts.
  • E. 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.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f4bb5b881908a18b5ec1c94e0cf completed March 1, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a654d435088190b4a910dc280d13c6 completed March 3, 2026, 3:26 a.m.
NEDg Description generation batch_69a65583c7a481908b3833969c30da29 completed March 3, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69a655e1e88481909e37a9911bf5ba8c completed March 3, 2026, 3:30 a.m.
Created at: March 1, 2026, 7:36 p.m.