Triple

T17875498
Position Surface form Disambiguated ID Type / Status
Subject Michael D. Cohen E446940 entity
Predicate employer P7 FINISHED
Object Ross School of Business NE NERFINISHED

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: Ross School of Business | Statement: [Michael D. Cohen, employer, Ross School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross School of Business
Context triple: [Michael D. Cohen, employer, Ross School of Business]
  • A. Ross School of Business chosen
    Ross School of Business is the University of Michigan’s renowned business school, known for its action-based learning approach and strong programs in MBA and undergraduate business education.
  • B. Robins School of Business
    Robins School of Business is the business school of the University of Richmond, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
  • C. Booth School of Business
    Booth School of Business is the University of Chicago’s renowned graduate business school, known for its rigorous analytical approach to economics, finance, and management education.
  • D. Edwards School of Business
    Edwards School of Business is the University of Saskatchewan’s business school, offering undergraduate and graduate programs in areas such as accounting, finance, management, and marketing.
  • E. Foster School of Business
    Foster School of Business is the University of Washington’s internationally recognized business school, known for its strong programs in entrepreneurship, finance, and leadership.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa54d1481908c0af8533edd51c4 completed April 19, 2026, 9:04 a.m.
Created at: April 10, 2026, 10:18 a.m.