Triple

T18395976
Position Surface form Disambiguated ID Type / Status
Subject Marilyn Frye E449869 entity
Predicate employer P7 FINISHED
Object Michigan State University — NE NERFINISHED

How this triple was built (3 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: Michigan State University | Statement: [Marilyn Frye, employer, Michigan State University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michigan State University
Context triple: [Marilyn Frye, employer, Michigan State University]
  • A. 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.
  • B. 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.
  • C. Western Michigan University
    Western Michigan University is a public research university located in Kalamazoo, Michigan, known for its programs in aviation, engineering, business, and education.
  • D. MSU
    MSU is a prominent public university located in Vadodara, Gujarat, India, known for its comprehensive range of undergraduate and postgraduate programs across arts, science, commerce, engineering, and fine arts.
  • E. MSU
    MSU is the commonly used abbreviation for Lomonosov Moscow State University, one of Russia’s oldest and most prestigious universities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michigan State University
Target entity description: Michigan State University is a major public research university in East Lansing, Michigan, known for its large campus, diverse academic programs, and contributions to higher education and scholarship.
  • A. Michigan State College chosen
    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.
  • B. 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.
  • C. Western Michigan University
    Western Michigan University is a public research university located in Kalamazoo, Michigan, known for its programs in aviation, engineering, business, and education.
  • D. MSU
    MSU is a prominent public university located in Vadodara, Gujarat, India, known for its comprehensive range of undergraduate and postgraduate programs across arts, science, commerce, engineering, and fine arts.
  • E. MSU
    MSU is the commonly used abbreviation for Lomonosov Moscow State University, one of Russia’s oldest and most prestigious universities.
  • F. None of above.

Provenance (2 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e51846bb4c8190990f42a792a78ee0 completed April 19, 2026, 6 p.m.
Created at: April 10, 2026, 10:46 a.m.