Triple
T13028417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tauber Institute for Global Operations |
E326366
|
entity |
| Predicate | affiliatedWith |
P254
|
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: [Tauber Institute for Global Operations, affiliatedWith, 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: [Tauber Institute for Global Operations, affiliatedWith, 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97efc07488190a15f3e41ea2db45c |
completed | April 10, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a20a5ec8190bc054b3d7cae003b |
completed | May 3, 2026, 8:41 a.m. |
Created at: April 9, 2026, 8:53 p.m.