Triple

T12584790
Position Surface form Disambiguated ID Type / Status
Subject John Z. DeLorean E300426 entity
Predicate education P5 FINISHED
Object University of Michigan Ross School of Business E64516 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: University of Michigan Ross School of Business | Statement: [John Z. DeLorean, education, University of Michigan Ross School of Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Michigan Ross School of Business
Context triple: [John Z. DeLorean, education, University of Michigan Ross School of Business]
  • A. Kellogg School of Management
    Kellogg School of Management is a leading graduate business school at Northwestern University, renowned for its MBA programs and emphasis on teamwork, leadership, and global business education.
  • B. 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.
  • C. Haas School of Business
    The Haas School of Business is the business school of the University of California, Berkeley, renowned for its programs in entrepreneurship, finance, and innovation.
  • D. 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.
  • E. University of Chicago Graduate School of Business
    The University of Chicago Graduate School of Business, now known as the Booth School of Business, is a leading global business school renowned for its rigorous, economics-based approach to management education and research.
  • 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_69d7bde87b648190bcd0266e9efde098 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954bac9708190ad8f277e7751bf5c completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ebcfca8819083c26a3d5f94ccdf completed May 2, 2026, 8:29 p.m.
Created at: April 9, 2026, 5:04 p.m.