Triple

T2553107
Position Surface form Disambiguated ID Type / Status
Subject Howard Schultz E56670 entity
Predicate educatedAt P5 FINISHED
Object Northern Michigan University E32267 NE FINISHED

How this triple was built (2 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: Northern Michigan University | Statement: [Howard Schultz, educatedAt, Northern Michigan University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Michigan University
Context triple: [Howard Schultz, educatedAt, Northern Michigan University]
  • A. Northern Michigan University chosen
    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. 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.
  • 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. Central Michigan University
    Central Michigan University is a public research university in Mount Pleasant, Michigan, known for its comprehensive academic programs and strong teacher education and health professions offerings.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd30bc6388190b78f2f931eb54041 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa044d42881908e0b03713b3a5c3b completed March 10, 2026, 4:38 a.m.
Created at: March 6, 2026, 9:48 p.m.